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)

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 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

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