Japanese semicon maker holding top share in imaging sensor

Shinagawa-ku, Tokyo

You will be working on AI-based external sensing technology using multi-sensors (camera, LiDAR, RADAR, etc.) required for autonomous driving and advanced driver assistance systems. The main tasks will be developing highly accurate, robust and lightweight models, learning technologies such as self-learning, and data development such as data variation evaluation and automatic annotation. You will also be working on the development of cutting-edge technologies and their product application through collaboration with overseas research institutes and universities. Specifically, you will be working on semantic segmentation, depth estimation, 3D obstacle detection, object detection, route understanding such as lanes and intersections, trajectory prediction functions for other vehicles and people, learning technologies such as self-learning and reinforcement learning, data analysis) You will be working on research and development as a person in charge of algorithm development or system development in a team of several people.

■Required - More than 5 years of experience in deep learning technology and experience applying it to CV tasks (including university research) ■Preferred - Signal processing, computer vision, depth sensing, stereo vision, visual SLAM - 3D modeling, photogrammetry (SFM MVS, Meshing Texturing) - Machine learning, deep learning, reinforcement learning, robot systems - Various sensor fusion technologies (Camera LiDAR RADER IMU GNSS, etc.) - Embedded implementation, GPGPU implementation, parallel distributed processing - Mathematical expertise such as linear algebra and numerical optimization ■English proficiency - Can collect information from English papers and lectures and document and document it - Can understand English papers and translate them into efficient implementations - Can communicate with overseas researchers and conduct research together - Can collect information from English papers / lectures and prepare document / material - Can understand English papers and apply them to efficient implementations - Can communicate with overseas researchers and conduct research together

An AMR startup founded by a former automotive AD tech lead. Owns products such as autonomous transport robot that can switch between AGV mode on trajectory and autonomous mode without pre-defined trajectory, general purpose towing solution for 3rd party trolleys, and fleet management system. Since the product's release in 2022, sales have been steadily increasing. - Established: March 2020 - Workforces: 20+ - Capital: JPY 100M

Kawasaki-shi, Kanagawa-ken

Design, implementation, and evaluation of the following: - processing of data obtained from sensors - judgment based on the processed data (SLAM, safety judgment, etc.)

[ Required qualifications ] - Development experience using C++ - Team development experience using Github or Gitlab - Skills to write highly readable code - ROS development experience (either ROS1 or ROS2) - More than 5 years' development experience using C++ and/or Python - Basic understanding and experience of network technologies such as HTTP and MQTT [ Preferred qualifications ] - Experience developing software using data from LiDAR and various sensors - Experience in software design applying the principles of DDD and clean architecture - Deep understanding and work experience of network technologies and cluster computing English or Japanese at business level

A joint venture founded by a major trading company and top 3 publishers, aiming to bring sustainability to Japan's book distribution by digital transformation, including effective use of RFID and AI-driven optimization in publication / distribution.

Chiyoda-ku, Tokyo

[ Role ] In this position, you will implement machine learning models, handle MLOps, and build Data Warehouse as a full-stack AI engineer, to solve real problems in publishing industry by engineering. You will be cooperating with in-house data scientists and implementing ML models in PoC and commercial setting. Implementation involves proactive utilization of managed service and new technology. [ About this department ] The department provides supply chain optimization service powered by digital transformation (DX), in order to achieve sustainable publishing / distribution. Although coordination will be tough as there are many stakeholders that are publishers, distributors, and book stores, this is a rewarding position to be able to throughly transform the supply chain from up- to downstream. If you are tired of desktop verification, or wish to take on a new role, please join us in the challenge of industrial transformation! [ Technology stack ] Programing language: Python Framework: Apache Airflow Infra: Terraform Container: Docker GCP: Cloud Composer, Cloud Run, Cloud Functions, Big Query

Mandatory: - Experience implementing machine learning / deep learning / reinforcement learning - Experience running and managing AI such as prediction model on cloud (either production or test environment) - Experience developing ML-related service or product using Python - Involvement in all the processes from requirement definition to fundamental design to implementation to deployment Preferred: - Experience following new service / software trend and verifying on your own - Experience as a leader, sub-leader, or customer interface - Experience developing system infrastructure in a projects related to AI or data utilization - Experience designing and developing AI system using cloud infra e.g. GCP, AWS, Azure Nice to have

A growing venture business whose mission is to automate the maintenance of social infrastructure by robotics and AI. Prioritize fee charging in subscription model with end user or license model with distributor, and avoid dead-end PoC. Their scope of solution provision is overall infra maintenance, not limited to drone service, which enables broader market access than their competitors. Founded in: October 2015 Number of employees: 122 Capital: 326 million yen

Shinagawa-ku, Tokyo

◆Background We believe that managers responsible for people management will have a huge impact on the organization along the path to further strengthen and expand the foundation of the engineering organization. However, the manager position does not have much systematic know-how, making it difficult to be promoted in an organization with many player-oriented engineer members. The company has more than 10 AI engineers with diverse backgrounds, and is looking for an engineering manager who can bring out their strengths and connect them to business growth. ◆Role in the team You can start as a tech lead to understand the current development process and system, deepen mutual understanding with other members, and transition to people management. ◆Responsibility As an Engineering Manager, you will specifically be responsible for the following tasks: - Management of each team member (mentoring and coaching through 1on1) - Goal setting and evaluation - System design and operation - Strategy formulation for the engineering organization, collaboration with business strategy and product roadmap - Improve organizational performance ◆Business area: - Facility inspection Inspection of social infra / large factory / plant etc. owned by large enterprise or local government - Disaster countermeasure Rapid check of evacuation status and evacuation PR in the event of large-scale disaster without human operation - Security surveillance 24-hour security of wide area in factory / warehouse / harbour - Site management Process automation and advanced information management towards the efficiency improvement of construction site

Required - Experience managing a development team of 5 or more people - AI development experience (emphasis on general engineering skills rather than knowledge of specific languages or frameworks) - Knowledge about CI/CD - Experience writing test code Preferred - Experience with agile development (Scrum development, etc.) - Experience managing a machine learning team - Machine learning development experience - Skills related to image processing/image recognition/image analysis - Deep learning/machine learning skills Business level preferred

A Japanese startup developing equipment that enables rapid bacterial species estimation by automating the Gram staining process. Established: 2020 Capital: 205 million yen

Ibaraki-shi, Osaka-fu

You will be responsible for developing image analysis AI for Gram staining automation.

Required: - Linux - Python - Experience in image analysis AI development Preferred: - Experience developing unique AI models NA

Japanese semicon maker holding top share in imaging sensor

Minato-ku, Tokyo

■Team's mission: The team is developing technology for safety and security, based on a concept that the company will cultivate to accelerate the evolution and proposal of mobility experience. As the core of the technology of the automatic driving system, we developed a recognition system SW using Sensor Fusion, which serves as the eyes of the car, and implemented software for sensing functions used in advanced driving support systems (hereinafter referred to as ADAS) such as automatic braking, automatic following, and lane keeping. We have commercialized it and introduced it to customers and the market. ■Your responsibility: The work is related to sensing systems to realize ADAS (Advanced Driver-Assistance Systems), edge-side sensing functions of self-driving cars, and environmental recognition functions using multiple sensors. i.e. To realize high-precision environment recognition function. Main roles expected: - Signal processing of sensor information, and design, development, and evaluation of road environment object detection algorithm using CV (computer vision) - Leading team in design, development, and evaluation using CV ■Expected position: We have an organization of about 25 members, and you will be expected to lead individual algorithm development (about 5 people), or to lead each group (about 10 people) and represent the technical team and negotiate with customers.

■Required - Experience in design, development, and evaluation using CV (computer vision) - Embedded software development experience in C, C++, etc. ■Optional - Image processing experience using a camera or image signal processing/image recognition technology/OpenCV, etc. (feature point extraction, camera calibration, etc.) - Product software development experience - Embedded software development experience for automotive products - Knowledge of handling in-vehicle sensors such as cameras, millimeter wave radar, and LiDAR, and knowledge of how to evaluate them. - SLAM engine development experience - Development experience using ROS - Image processing experience using OpenCV etc. (feature point extraction, camera calibration, etc.) - Experience using simulator - Experience developing numerical calculation acceleration on GPU - Knowledge of linear algebra and geometry - Control system design ability (classical control, modern control, robust control) Must have: Ability to understand papers and specification documents Preferred: Ability to conduct technical discussion

A Japanese cooking robot startup automating tasks such as cooking, serving, and cleaning by a sophisticated combination of hardware and software technologies. In addition to system integration tailored to the store, and the development of recognition and control software, they also develop some of the hardware in-house or jointly to achieve optimal customization. Established: 2018 Number of employees: 50-100 people Capital: 4.39 billion yen

Koto-ku, Tokyo or Toyota-shi, Aichi-ken

You will be developing systems for robotics by combining new technologies such as image recognition technology, machine learning technology, and robotics technology. Scope: - Development and research of elemental technologies for 3D general object recognition applying machine learning, deep learning, etc. - 3D point cloud/volume data processing and various analyzes using 3D depth sensor - Development of image recognition technology for ingredients, ingredients, tableware, etc. using elemental technology - Design and development of image recognition systems that cooperate with robots and various mechanical mechanisms - Various data analysis applying deep learning, statistical machine learning, multivariate analysis, etc., and system/software design and development using them - Person recognition and movement/flow line analysis applying video recognition technology

Required: - In-depth knowledge and practical experience in machine learning (deep learning) - Knowledge and development experience in image recognition - In-depth knowledge of Python or C/C++ and over 3 years of practical experience - Development experience on Linux (or similar OS) - Development experience with OpenCV, Tensorflow, PyTorch, TensorRT, etc. - Work experience in team development and experience using tools such as git Preferred: - Bachelor's or master's degree in computer science or machine learning or related field, experience in publishing papers, etc. - Experience implementing parallelization and acceleration such as various GPU processing - Experience creating datasets for machine learning - Experience developing machine learning software on edge devices - Experience developing machine learning on cloud/mobile - Knowledge and development experience of libraries and equipment related to 3D image processing and robot vision such as ROS, PCL, ITK, VTK, RealSense, Kinect, etc. N.A.

A Japanese cooking robot startup automating tasks such as cooking, serving, and cleaning by a sophisticated combination of hardware and software technologies. In addition to system integration tailored to the store, and the development of recognition and control software, they also develop some of the hardware in-house or jointly to achieve optimal customization. Established: 2018 Number of employees: 50-100 people Capital: 4.39 billion yen

Koto-ku, Tokyo or Toyota-shi, Aichi-ken

To create cooking robots and other commercial robots as a team Scope: - Robot related software - Recognition, image processing, etc. - Control, operation planning, etc. - Sensor processing - System programming - Algorithm design and implementation - Overall design of the robot

Required: - Experience using (industrial) robot arms - 3 or more years of practical experience using C/C++, Python, Lisp, Rust, etc., or equivalent knowledge and experience - Bachelor's degree, master's degree or higher in engineering, mathematics, physics or related field Preferred: - Experience in system programming development on Linux (or similar OS) - Robot production experience using ROS or ROS2 - Have a special qualification for industrial robots - Knowledge of control engineering (classical control, modern control) - Knowledge of image processing and deep learning related technologies N.A.

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: 40+

Shibuya-ku, Tokyo

We are looking for someone who can join our team responsible for in-house product/solution development and be entrusted with one of the following tasks. - Promotion of PoC project with data analysis for product/solution planning - Promotion of customer data/AI utilization projects - Specifically, selecting solutions such as algorithms to meet customer needs, defining analysis requirements, performing analysis, and proposing improvement measures based on analysis results. Data handled: - Highly confidential industry data in the chemical and manufacturing industries (e.g., experimental data including chemical structure, material composition, physical property values, manufacturing process data, data on product supply and demand, data on design drawings, etc.) - Human resources related data within the company (e.g. employee attendance, evaluation, skills, career orientation, organizational status, etc.) - Data related to human communication (e.g. voice, chat, email, documents, etc.) - You will develop an analysis method that safely utilizes confidential, confidential, or sensitive personal information, which is unprecedented in each industry. - You will develop core functions for products that both protect highly confidential data and utilize it for machine learning and AI. Technology: Python, javascript, AWS

■Mandatory skills - Over 3 years of experience in products/solutions/projects using AI/machine learning as a data scientist or in charge of similar work (practical experience in analysis methods and machine learning methods, experience in developing data analysis functions, etc.) *For the selection process, we would like you to submit papers, competitions, portfolios, etc. - Business level Japanese ability ■Preferred skills - Experience in customer negotiations - Agile/Scrum development experience - Experience in the chemical/pharmaceutical/manufacturing industry or a master's degree or higher in a related field - Experience in the human resources industry or human resources data utilization projects - Master's degree or higher in information science/mathematics related field - English proficiency at everyday conversation level ■We are looking for: - People who want to be involved in products and solutions from 0 to 1 - Those who have the ability and stance to consistently carry out everything from "theory/research" to "application/practice" - People who are not bound by their own or others' roles and have the attitude of transcending their roles when necessary - Those who can act quickly and flexibly even in situations where there is no correct answer, and who can move things forward through repeated trial and error - Those who enjoy collaborating with diverse team members and achieving results as a team Daily conversational (nice to have)

A growing venture business whose mission is to automate the maintenance of social infrastructure by robotics and AI. Prioritize fee charging in subscription model with end user or license model with distributor, and avoid dead-end PoC. Their scope of solution provision is overall infra maintenance, not limited to drone service, which enables broader market access than their competitors. Founded in: October 2015 Number of employees: 122 Capital: 326 million yen

Shinagawa-ku, Tokyo

◆Team's mission: Work that uses AI and robots to reduce the number of workers involved in factory inspection work, etc. ◆Your role: Based on the understanding of the company's mission and business strategy, you will be engaged in developing and operating products and services in collaboration with other internal departments and external partners. The project you will be in is the development of robots such as UGVs and drones. Depending on your experience and preferences, you will be responsible for robot control technology or image recognition / analysis technology necessary for autonomous control. Although software development is the main focus, if you have experience in hardware development, you will be able to work in a wider range of tasks. - Development of robot control system using ROS - Development of autonomous control system using sensors such as LiDAR, stereo cameras ! Since the knowledge about drone is required for product and service development, you will be having opportunity to learn about drone including maneuver after joining. ◆Business area: - Facility inspection Inspection of social infra / large factory / plant etc. owned by large enterprise or local government - Disaster countermeasure Rapid check of evacuation status and evacuation PR in the event of large-scale disaster without human operation - Security surveillance 24-hour security of wide area in factory / warehouse / harbour - Site management Process automation and advanced information management towards the efficiency improvement of construction site

[ Required ] - Over 3 years of experience as a lead engineer/project leader at a business company Plus one or more of the following: - Skill to develop learning and inference program of ML model using PyTorch, TensorFlow etc. - Skill in source code management using git - Skill to develop robot control using ROS - Skill to develop autonomous control using sensors such as LiDAR and stereo cameras - Skill to develop drone application using DJI SDK and Dronecode [Desirable skills and experience] - Presentation experience at international conferences - Achievements such as winning prizes in domestic and international robot contests (Currently there are several members who have achieved high results in robot contests) - Work experience as web/mobile engineer or robot engineer - Practical experience in agile development (Scrum development, etc.) - Development skills in DJI SDK - Business level English proficiency Nice to have

A Japanese venture company providing service in infrastructure maintenance and inspection utilizing UAV, as well as digital data management of facilities data. Owns ultra-compact drone developed in-house based on rich track record. Year of foundation: 2016 Number of employees: 60+ Capital: 1.42 billion yen

Chiba-shi, Chiba-ken

You will be engaged in the development of an anomaly detection system of the drone itself, the development of an AI system that automatically identifies images taken by the drone, and the development of a future-oriented big data system. Tasks in specific: - Development of algorithms to detect equipment abnormalities (cracks, water leaks, etc.) and specific object detection based on images taken by drones - Data analysis of infrastructure equipment data and algorithm development for AI analysis - Development of algorithms for diagnosing aircraft abnormalities based on log data (motor rotation speed and acceleration sensor) during drone flight

Required: - 3+ years' professional programming experience (in any language) - 1 year or more of professional implementation experience in Python - Experience using machine learning frameworks / libraries (PyTorch, Tensorflow, Keras, scikit-learn, etc.) * Study / research at university may also be counted Preferred: - Experience in software specification and architecture design - Research and development of anomaly detection algorithms - Experience in image processing - Experience in time series data processing - Experience with point cloud data processing We like to work with: - Those who like to work on new technology - Those who can set their own goals and carry out development - Those who can flexibly incorporate the opinions of people around them and summarize the issue - Those who are accustomed to carefully checking his/her own programs by self Nice to have

A Japanese venture company providing service in infrastructure maintenance and inspection utilizing UAV, as well as digital data management of facilities data. Owns ultra-compact drone developed in-house based on rich track record. Year of foundation: 2016 Number of employees: 60+ Capital: 1.42 billion yen

Chiba-shi, Chiba-ken

You will develop a sensing system (SLAM system) for small industrial UAV that are used in small indoor spaces. You will be responsible for suggesting improvements to the autonomous flight system of drone currently under development, planning the development schedule, and performing consistent development work from research and development to product development. In addition to the development work, you will also be required to conduct technical research for the development. Tasks in spefic: - Product review and requirements definition in collaboration with product manager - System design and technology verification of autonomous flying drones - Development of sensing systems using multiple sensors (sensor fusion) - Investigation and verification of new sensing algorithms - Testing on actual machine and conducting PoC in simulated environment/real site, etc. Development environment: OS: Linux Development language: C, C++ Version control: Git

Required: - 3+ years' professional experience in either C or C++ - Experience in developing sensing system using sensors such as camera, LiDAR, etc. - Experience developing systems using position/velocity measurement algorithms such as SLAM and Visual/LiDAR Odometry - Experience in robotics technology that combines hardware and software such as robot, autonomous driving, etc. - Basic mathematical knowledge such as linear algebra, differential calculus, and statistics - Experience managing around 10 people as a project leader Preferred: - Experience using SW framework for robot such as ROS - Experience rebuilding kernels - Experience developing hard real-time system - Experience using single board computers such as Jetson in professional context - Development experience at venture/startup - Experience in formulating, verifying, and proving hypotheses for new technologies - Experience in improving known theories and implementing mathematical theory on actual machines We like to work with: - Those who are able to communicate proactively and involve others - Those who can perform zero-based development after reviewing the system - Those who can develop based on flexible ideas whether with existing or new technologies - Those who have a sense of responsibility and ownership, and can tenaciously tackle difficult issues Nice to have

Japanese semicon maker holding top share in imaging sensor

Minato-ku, Tokyo

■Team's mission: The team is developing technology for safety and security, based on a concept that the company will cultivate to accelerate the evolution and proposal of mobility experience. As the core of the technology of the automatic driving system, we developed a recognition system SW using Sensor Fusion, which serves as the eyes of the car, and implemented software for sensing functions used in advanced driving support systems (hereinafter referred to as ADAS) such as automatic braking, automatic following, and lane keeping. We have commercialized it and introduced it to customers and the market. ■Your responsibility The work is related to sensing systems to realize edge-side sensing functions and environmental recognition functions of ADAS and self-driving cars. - Embedded software development (camera systems equipped with image sensors, system software for image recognition and sensor fusion, etc.) - Application development (sensor system / data processing real-time system to realize environmental recognition function, and application UI design) - Development of signal processing functions (design and development of signal processing algorithms for images, millimeter waves, LiDAR, etc.) - Machine learning (algorithm design, optimization, learning environment preparation) ■Team size Each team is approximately 10 people, including main-responsibles, co-responsibiles, and partner vendor members.

■Required - Embedded software development experience in C, C++, etc. ■Optional - Software development experience for products using cameras or image signal processing/image recognition technology - Embedded software development experience for automotive products - Knowledge of handling vehicle sensors such as cameras, millimeter wave radar, and LiDAR, and knowledge of how to evaluate them Must have: - Ability to understand papers and specification documents - 1 year+ experience communicating with overseas vendor or branch Preferred: Ability to conduct technical discussion

Major Japanese electronics manufacturer

Shinagawa-ku, Tokyo

■Team's mission: This is an R&D organization that conducts everything from research on new algorithms for generative AI to development for business divisions, and is responsible for providing technology to all group companies. In facial video generation, we have contributed to domestic animation production and video generation by transferring facial movements from facial videos to still images and automatically generating lip movements using voice input. In behavior generation, we have contributed to navigation technology for entertainment robots, control technology for drones, and manipulation control for FA robots. ■Your responsibility: We will research and develop generative AI algorithms using machine learning, such as deep learning. - Development of new algorithms for video generation and behavior generation, besides software verification, implementation, and library creation - You will be in charge of technology at a level that can contribute to products, with tasks mainly related to image generation of faces and people, or behavior generation for robots, games, and animations - We also handle fairness and AI ethics, as responsibility with generative AI - There is a lot of collaboration with R&D-related departments, overseas research institutes, and business departments - We also handle AI analysis and generation using data unique to the company group, who have a wide range of businesses such as entertainment, finance, and sports analysis

Required: - Over 3 years of research and development experience in the AI/machine learning field (including university research) - Remarkable achievements/results in core areas such as research/development of fundamental new algorithms - Deep understanding of deep learning frameworks (TensorFlow, PyTorch, nnabla) - Software coding skills (Python, C++, etc.) Preferable: - Presentation experience at international conferences (CVPR, ICCV, ECCV, ICLR, SIGGRAPH) - Knowledge and experience in 3DCG and animation Must be able to gather information from English papers / lectures, and have necessary conversations to advance research with overseas researchers

A startup whose core technology is vision-based tactile sensor that enables multi-modal perception at low cost and with high durability. Working on its application to pick-and-place automation in ready-made food production. Foundation: October 2021 Capital: 104 million yen

Koto-ku, Tokyo or Kyoto-shi, Kyoto-fu

This role processes images acquired from external cameras and sensors and converts them into the information necessary for motion generation. The role also covers a wide range of image processing, from low-level processing such as feature point tracking to image recognition such as object segmentation, as well as GPU implementation and embedded programming.

Required skills: - Deep learning for computer vision (segmentation, classification, anomaly detection, etc.) - Traditional computer vision skills (non-deep learning) - OpenCV - PyTorch (or other deep learning framework) - C++ - Python Preferred skills: - ROS - Image processing on embedded systems - Robot learning with computer vision Either English or Japanese at business level required

Building earth-observation platform by microsatellite constellation. Propose solutions based on microsatellite data. Design and production of microsatellites and related components. Launch arrangements and operational support. Establishment: 2008 Capital: 8,050 Million JPY

Chuo-ku, Tokyo

The successful candidate will be working alongside a team of other Remote Sensing Engineers to develop image processing software that delivers to customers a high quality Earth Observation product set. The candidate will also be collaborating and consulting with hardware engineers throughout the process of planning and designing future missions in order to ensure high standards are maintained on launching a science-grade mission. Job Responsibilities: - On-ground and on-orbit Radiometric and Geometric Calibration & Validation - Ensuring that Remote Sensing best practices are maintained - Investigating potential improvements to data quality - Consulting with mission engineers on mission design requirements - Simulating the output of missions yet to be launched

[ Mandatory Requirements ] - 3+ years of experience in Remote Sensing, image processing or sensor development - Ability to communicate in English about technical topics - Proficiency in using Python to automate image-processing tasks - One of the following language skills: a) Fluent in Japanese and have basic English conversation skills b) Fluent in English and have basic Japanese conversation skills [ Favorable Skills / Experiences ] - Familiarity working with geospatial imagery from Earth Observation satellites - Experience performing radiometric calibration and geometric correction on Earth Observation data - Experience in project management - Comfortable working in a Linux environment and using Docker - Experience working on a previous Earth Observation mission Fluent

A Japanese venture company planning and developing security robot to work in commercial buildings, office buildings and other facilities. Their autonomous mobile robots are equipped with 3D SLAM by own-made laser sensor and cameras, and are coordinated on cloud platform. The product is in production use at airports and large buildings. Year of foundation: 2016 Capital: approx. 2.2 billion yen Number of employees: appros. 30

Chiyoda-ku, Tokyo

[System infrastructure development] - Development of software management system for robots: Develop management and update systems for containers that operate on robots - Development of communication infrastructure: Construct and develop communication infrastructure to connect robots to the cloud with high reliability using mobile network etc. - Simulation development: Build a simulation system that supports on-robot software development and evaluation by building a virtual test environment [Low layer robot system development] - Development of device drivers: Create ROS drivers for devices installed on robots and develop calibration tools etc. - Hardware module integration: Analyze and debug the hardware connected to the robot - Embedded software development: Develop firmware for measurement and control devices installed on robots [Environment recognition system development] - Object recognition for security applications using point clouds: Using 3D LiDAR data, develop 3D object recognition and detection systems according to customer requests - Robot image processing: Develop image processing using information such as the position of the robot, fusion processing system for other sensor information and images, etc. [Autonomous navigation system development] - Development of 3D map construction and self-localization system: Develop point-cloud-based probabilistic self-localization system, make it robust, and improve accuracy by fusing a large number of sensor data - Development of robot motion planning system: Develop global and local motion planning system, respond to various environments, enhance robustness etc. - Development of 3D LiDAR data processing system: Achieve high accuracy and reliability of obstacle detection using point cloud [Development of state management system] - Development of a state management system: Organize software module dependencies and develop a system that manages the state of the robot in order to execute user-instructed robot tasks and respond to incidents - Cloud collaboration system: Develop a system that connects the cloud and the state management system on robot - Development of robot's self-diagnosis function [Real-time data distribution system development] - Development of low-latency video distribution system: Develop real-time (sub-second) video processing, encryption, and distribution system to the cloud through mobile network

Mandatory: - C++ (C++11 or later) - Python - Linux - ROS - CI - Unit Testing - GitHub - Agile - Computer Science - Fundamental math knowledge such as linear algebra Preferable: - Deep knowledge in Docker & Linux / udev/systemd / site reliability / AWS - Deep knowledge in mobile communication & network communication / design pattern - Dynamics / knowledge in simulation framework - Knowledge in communication such as USB, and time sync - Ability to read device spec document & circuit diagram / ability to use oscilloscope / spec analysis of communication devices - Development experience on microcontroller - Point cloud processing, PCL - Image processing, OpenCV - Knowledge in probability-statistics / algorithms such as Kalman filter & particle filter - 3D point cloud data processing / SLAM - Optimization, search algorithm - State transition design - AWS IoT / Golang / knowledge in network communication - Image processing / understanding of streaming protocol / understanding of movie & audio encoding Nice to have

Major Japanese electronics maker

Shinagawa-ku, Tokyo

■Role of the organization The R&D team handles everything from research into new algorithms related to image recognition to development for the business unit. The team handles a wide range of areas, from lightweight algorithms for operation at the edge to high-precision algorithms for operation in the cloud. ■Scope of Work Research and development of image recognition algorithms using deep learning techniques. ■Research & Development Engineer (Image Recognition) - The candidate will be responsible for developing new algorithms in the area of image recognition, as well as software validation, implementation, and library development. - The main tasks of this position are face, human, and object detection, tracking, and segmentation, and will be responsible for technologies that can contribute to products. - The position will contribute to a wide range of company's products and services, from electronics to entertainment. - The position also involves a lot of collaboration with related R&D departments, overseas laboratories, and business units. ■Career Paths You can improve your social implementation skills as well as your machine learning theory. You can learn how to write software for commercialization and how to provide it to business units. In the process, you can also gain various experiences (leadership, interpersonal skills, planning new services, building prototypes and commercial software systems, etc.) in areas that connect research and practical use. ■Workplace Atmosphere The age range is wide, and many members enjoy doing research and development. Many members find what they want to do and work independently rather than following instructions. There is a diversity in the workplace with people who are familiar with image recognition, generative AI, robot control theory, applications, and programming, and technical discussions and consultations can be held without worrying about hierarchical relationships. After Covid, there are many telecommuters, but it depends on the person; some come to work once a week while others come to work every day. It is a place where you can work in your own way.

■Required - At least 3 years of research and development experience (including university research) in the fields of AI, machine learning, and image recognition. ∙- Outstanding track record/achievements in core areas such as research/fundamental new algorithm development. - Deep understanding of deep learning frameworks (TensorFlow/PyTorch/nnabla) - Software coding skills (Python, C++, etc.). ■Preferable Knowledge of hardware and sensor devices Business level

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 40

Shibuya-ku, Tokyo

You will be in charge of system development related to AI / data utilization, such as secure data collection and management, AI model management and AI analysis, or other AIOps-related system. It is essential to design and develop reliable and scalable cloud architecture as we deal with data from industries like finance (bank, securities), manufacturing (factory), logistics (warehouse), or retail. With customers in manufacturing, work scope will extend to overall architecture design including local facilities, IoT, distributed computing environment, as well as design and implementation of scalable WebAPI. You will be leading technology selection to model development / implementation for projects such as implementation verification based on SOTA technology and papers, or client-driven AI development, while collaborating with project manager and engineers. Tasks include: - AI design, implementation, maintenance, evaluation and verification on project-base - Leading project in technical aspect, such as proposal to client, model development etc. - Planning, development, implementation, maintenance, evaluation and verification of existing product (secret calculation software for AI model) - Project management / direction of company's own service - Data set design to fit AI's prerequisite / process conditions / environmental conditions - Design, implementation and verification of AI algorithm based on academic paper - Research of relevant technologies - Technology selection, new technology R&D and product application accompanying the above - Managing AI engineer team Products to work on: - Secret calculation software for AI that makes AI model itself usable in cryptographic state - Application development utilizing advanced data security / interfacing technology such as secret calculation or federated learning Technology stack: - Language: Python - Cloud: AWS - Container: Docker - Misc.: GitHub, Confluence, Slack

■Mandatory skill / experience - Experience sorting out AI algorithms and approaches and examining them - Experience designing, developing, implementing, evaluating and verifying multiple (AI) algorithms - Post-graduate degree in science or equivalent capability - Ability to communicate with external customers in Japanese Plus one or more of the following: - Experience of end-to-end system development from requirement definition to implementation - Experience managing development resources - budget, progress, task, quality - Professional experience as a data scientist - Experience leading a project ■Preferred skill / experience - Experience in environmental design of AI's both edge and cloud, besides fundamental design of distributed processing architecture - Experience designing data set to fit AI's prerequisite / process conditions / environmental conditions - Knowledge and experience in analysis of high dimensional or unstructured data such as image analysis or NLP - English skill at business level Business level preferred

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 40

Shibuya-ku, Tokyo

This is a challenging and important position that allows you to take part not only in the maintenance of existing services, but also in the launch of never-before-seen service utilizing data security technology centered in secret calculation. You will mainly be engaged in the roles below. - Backend development of secret calculation software - New development of 1. middleware that executes secret calculation process (encryption with high functionality including homomorphic encryption), 2. application to make it work with high usability, and 3. cloud infra to serve as a base for them - Design to product development and release of data utilization service that takes advantage of advanced technologies such as secret calculation or federated learning (Recent cases include security service for financial institutes using federated learning) Depending on your experience and preference, you can also be in charge of developing AIOps infrastructure including functions to deploy or manage AI models, method to improve accuracy and robustness of AI models. Tasks include: - Design, implementation and testing of existing product - Planning, design, implementation and testing of new product / service - Development and improvement of DevOps environment to cover from development to service provision - Technology selection for the tasks above. R&D as well as product application of new technology - Development of infrastructure for AI system / AIOps. Design and development of backend web API - Design and development of cloud architecture, and distributed computing environment including hardware, IoT etc. Products to work on: - Secret calculation software that enables inter-corporation data collaboration / computational processing in cryptographic state - Secret calculation software for AI that makes AI model itself usable in cryptographic state - Application development utilizing advanced data security / interfacing technology such as secret calculation or federated learning, as well as AIOps-related technology Technology stack: - Language: Python,GO, Rust, C/C++ - Container: Docker / Kubernetes - 3rd party interface: MySQL, PostgreSQL, Redis, Tableau, and so on (more connectors to be developed) - Library: Microsoft SEAL, TFHE, etc. (only listing fully homomorphic encryptions) - ML library: Tensorflow, PyTorch, Keras, and so on (using OSS depending on project) - Misc.: GitHub, bitbucket, Confluence, Slack

■Mandatory skill / experience - System development experience using more than 2 languages: Python (must have) + other backend language such as Java, Go, Rails, PHP - RDB (MySQL, PostgreSQL, SQLit etc.) or NoSQL - Git, Github or Gitlab - IF or API - Experience developing BtoB service - Experience engaged in all the phases from service planning (requirement definition) to design to implementation to deployment ■Preferred skill / experience - Experience developing web application (backend / frontend) - Experience following new service, software etc. and verifying on your own - Product management or customer interfacing experience - English at engineering / business level - Experience developing system infrastructure in AI or data utilization project - Understanding of data processing or AI algorithm processing pipeline, and understanding of computing cost - Knowledge and experience in AI, statistical machine learning etc. - Experience designing AI model or data management with consideration to MLOps, or experience developing MLOps system - Experience designing and developing AI system using cloud environment such as AWS, Azure ■Soft skills - Ability to think and act flexibly according to the situation - Proactiveness - Respect to others and their different background - Try-first attitude Daily conversational level or higher

Major Japanese electronics company

Yokohama-shi, Kanagawa-ken

In delivering the evolution of video expression to creators, we are developing camera object recognition and autofocus functions that utilize AI and image processing technology. ・Software development for object recognition and tracking functions using AI/image processing ・Software development of autofocus function using object recognition/tracking function ・HW IP control software development for AI/image processing An opportunity to not only has experience in developing AI, image processing, and autofocus functions, but also proactively takes on the challenge of proposing new functions through discussions and requirement analysis with professional photographers and videographers. In the future, there will be many opportunities to expand the scope of your career by involving in the development of various products within the Group, such as robotics and medical device, making use of your experience in AI/image processing and software development.

■Required ・More than 3 years of embedded software development experience using C/C++ ・Real-time programming experience on Linux/RTOS ■Prefered ・More than 2 years of experience in implementing image processing, signal processing, and sequence control ・Knowledge of camera ・Over 2 years experience in software development ・Knowledge of Machine Learning (Deep Learning), 1 year+ experience in developing functions using Machine Learning Prefer TOEIC 600+

A Japanese independent IT service provider. Deliver IT solutions such as control system for manufacturing / inspection, business application for enterprise etc. Increasing AI projects in recent years e.g. image analysis for manufacturing / medical industries, robot's perception / control, data analytics. The company started focusing in high-speed computation with GPU and founded a dedicated team in 2013. The team recruited engineers with math skill, which enabled early adaptation to deep learning boom. Year of foundation: 1991 Capital: approx. 20 million yen Number of employees: 160

Shinjuku-ku, Tokyo

You will be engaged in R&D or product / service development related to AI, machine learning, 3D data or SLAM. Client industry includes manufacturing, construction, infrastructure, healthcare and others. We have positions from technical-sales-oriented role with focus on requirement definition, to R&D-like role. Joint research with university is also going on. We look forward to meeting a candidate with strong inquisitive mind.

Development experience in either of the following: AI, machine learning, 3D data, SLAM Nice to have

A startup providing secret-calculation-based data security and AI architecture design technology. Owns unique strength such as inter-business data linkage while keeping data secret. Year of foundation: 2016 Capital: JPY 100M Workforces: approx. 20

Shibuya-ku, Tokyo

- Management in general of multiple engineering teams - Improvement of engineering organization and business process - Collaboration with software / ML engineers from within and outside Japan

Mandatory skill / experience: - More than 2 years' experience leading project - Experience in end-to-end system development from requirement definition to implementation - Experience managing development resources (budget, progress, issue, quality) - Knowledge and experience about software development methodologies - Ability to communicate with customers in Japanese - Vitality to maintain high performance while learning Preferred skill / experience: - Significant success experience in project execution - Experience developing software on cloud platform - Knowledge in AI, ML, and math - Experience designing ML algorithm - Business level communication in English Daily conversational level or higher

Japanese semicon maker holding top share in imaging sensor

Shinagawa-ku, Tokyo

[ Mission as a team ] To fuse the optical and electrical evolution of stacked image sensor, which is the source of the company's competency, and conduct advance development and PoC for new products in imaging / sensing domain. [ Team's culture ] Members from wide range of technical background and ages are demonstrating different abilities toward technology development. The atmosphere eases frank conversation among members and managers. You can build career in wide scope from the root of technology development such as cooperation with academic or industrial partners overseas, to exit exploration into market in collaboration with business development members within the team. [ Responsibility ] You will be promoting alliance with industrial and academic partners overseas to facilitate the advance development of simulation technology towards AI model development utilizing image sensor. The mission takes overall approach that covers optics, sensor device, signal processing and AI technology. You are expected to lead advance technology development dealing with broad technical area with the axis on your expertise in image signal processing. [ Position ] Leader of a small team or senior member [ Possible career path ] You can gain experience of launching new business domain from zero as the project starts from alliance development with overseas organizations and relevant groups within the company group toward the new product realization. You can also lean cutting edge technology of wide range required to realize next-generation sensing technology.

Mast have: - 3 years or more professional experience in image signal processing development - Implementation skill in languages such as C++, Python Nice to have: - Knowledge about image sensor or optics - Professional experience utilizing AI technology in image signal processing development Soft skills: - Will to challenge new technology and overcome difficulties to make it real - Strength in logical thinking and conceptual communication - Readiness to contribute to project with technical skills to pioneer new business - Vitality to push forward the tasks that takes cross-organization cooperation Must have: - TOEIC 700+ - Ability to understand technical document and communicate via email (work involves overseas collaboration) Nice to have: - Ability to conduct oral conversation on technical matters (to collaborate with dev centers and partner companies overseas)

Major Japanese electronics company

Yokohama-shi, Kanagawa-ken

Candidate will play either of the following roles depending on experience and preference: - Autofocus control utilizing AI e.g. real-time eye AF, real-time tracking etc. - Signal processing to achieve high-speed tracking in AF(Auto Focus) / AE(Auto Exposure) / AWB(Auto White Balance) - Signal processing and image processing for image sensor to achieve high resolution, high sensitivity and high image quality - High quality shake reduction and stabilization for body and lens, mechatronics control - Digital audio signal processing with high-quality microphone

Must have: - 3+ years' experience of embedded software development in C/C++ (Not applicable to ML engineers) Plus some of the following depending on the role: - Real-time programming on Linux/RTOS - Machine learning (deep learning) - Image processing and signal processing, sequence control - Mechatronics, servo control - Audio signal processind - Knowledge about camera and experience in its software development N.A.

Major Japanese electronics company (Known for producing world's first entertainment robot for home use)

Central Tokyo

The candidate will be engaged in the development of system software and SDK for robotics-based products, utilizing and combining new technologies / algorithms such as Image Recognition, Speech Recognition, Agent Technology, Machine Learning, Robotics Technology.

Must have: - Either or 1) or 2) below: 1) Education at postgraduate level in robotics system (perception, action planning, control) or 3+ years' development experience in such domain, else 3+ years' development experience of application for AI, agent or robot. 2) 5+ years' software (PF, SDK, OS) development experience, plus capability to make technical decision based on understanding of whole system requirement. Proactivity and flexibility in adapting to this domain, and space for growth. - Has hands-on experience in the following languages / environment, or can rapidly catch up: Languages: C, C++, C#, Java, Python, HTML, JavaScript, Node.js Environment: Linux Nice to have both 1) and 2) above. Business level

Japanese construction machine maker with high market share in lifting equipments. Overseas revenue is more than 40% and increasing. Founded in 1948 Capital: JPY 13B 2016 Revenue: JPY 179B Number of employees: 3,346

Takamatsu-shi, Kagawa-ken, Japan

Object detection and measurement by image recognition, and algorithm / system development for its application on machines

Must have: - Knowledge in information engineering, image processing, image instrumentation, or image recognition - Software development experience using C, C++ or Python - Experience of machine learning implementation using libraries such as TensorFlow, Chainer, Caffe etc. - Knowledge of statistical analysis Nice to have: - Experience using Matlab or Simulink - Experience developing Android application - Knowledge about deep learning Must have for non-Japanese natives