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Company Name

Araya Co., Ltd.

Job Type

[A2D] LLM/VLM Engineer

Work Detail

We are seeking engineers to lead the development and implementation of solutions that address real-world challenges, utilizing cutting-edge AI technologies such as LLM and VLM. This is a highly responsible and rewarding position where you will drive clients' DX (Digital Transformation) initiatives through your technical expertise. [Responsibilities] As a core member of our advanced AI development department, you will be responsible for a wide range of tasks, from client work to strengthening internal technical capabilities. 1. Solution Development and Consulting Utilizing Large-Scale Language Models ❖ System and Product Development (Design, Implementation, and Development Management) ・You will be responsible for the entire AI development process, from data collection and processing to model selection, training, and evaluation, and deployment to on-premise and cloud environments. ・Project Examples: Research and development support for traffic safety using VLM, performance improvement of RAG systems for financial institutions ❖ Generative AI Utilization Consulting (Requirements Definition and Project Management) ・You will listen to customer challenges and provide technical support for the utilization of generative AI as a DX promotion partner. * Project Example: Supporting the Use of Generative AI in Financial Institutions 2. Project Proposal and Technical Negotiation ❖ We conduct thorough technical research and consideration to address the client's potential needs and propose optimal solutions. 3. Contribution to Strengthening Internal Technical Capabilities ❖ Knowledge Sharing and Assetization * We systematize the knowledge gained from projects and organize and share it as internal documentation, thereby raising the overall technical capabilities of the organization. ❖ Catching Up and Deploying Cutting-Edge Technologies * We lead the skill development of the entire team through planning and presenting at internal study sessions. [Experience and Skills Gained] * Experience in developing and managing cutting-edge projects utilizing LLM and VLM * Development experience with high-level team members possessing specialized skills * Essential problem-solving ability and advanced negotiation skills through collaboration with clients in diverse industries * A sense of accomplishment from seeing your own technology selection directly impact the business in an environment with significant autonomy [Recruitment Background] To further accelerate our growing AI business, we are recruiting additional core members. We are looking for individuals who will help drive the growth of our business. 【Company Culture】 * Emphasizes logical thinking, and many employees are capable of deep discussions. * Easy to ask questions across departments, and knowledge sharing is proactive. * An environment that welcomes problem-solving and proposals to make systems meaningful rather than merely formalized. * A workplace that values ​​autonomy and reflects employees' intentions as much as possible regarding work content. * A company culture that prioritizes employee performance, including the freedom to choose PCs, use of GitHub Copilot, and the possibility of discussing full remote work. 【Annual Holidays】 120 days or more (Complete two-day weekend system, Saturdays, Sundays, national holidays, and company-designated days) 【About the Flex-Time System】 A full flex-time system with no core time, ensuring it doesn't become a mere formality, allowing you to work at your own pace. A flexible work environment that accommodates family circumstances, etc. 【Selection Process】 Document Screening First Interview Second Interview Final Interview

Ideal Profile

Required Skills • Development experience using Python and machine learning libraries such as PyTorch • Experience in developing large-scale language models such as LLM and VLM, including at least one of the following: ① Experience in algorithm, product, and system development in projects utilizing large-scale language models (proposal, design, implementation, development management) ② Experience in performance improvement of large-scale language models (data creation, RAG, fine tuning, prompt engineering, speed optimization/lightweighting, accuracy/performance evaluation) ③ Experience in building systems including large-scale language models (on-premise and cloud environments) • Knowledge and development experience in Natural Language Processing (NLP) • Experience in team development using version control tools (Git) • Experience in technical communication and technical proposals with sales teams and clients Preferred Skills • Knowledge and development experience in image processing (image recognition AI, classical image processing) • Experience in deploying and operating machine learning models • Knowledge and experience with container technologies such as Docker and Kubernetes • Experience in database design and operation (SQL/NoSQL) • Ability to read and communicate technical documents in English • Ability to keep up with the latest research papers and technology trends and apply them to practical work Desired Candidate Profile • High problem-solving ability: Ability to analyze complex problems and find effective solutions. • Proactive: Ability to proactively learn new technologies and knowledge and actively contribute to projects. • Team player: Ability to cooperate within a team and work while effectively communicating with other members. • Flexible: Ability to flexibly adapt to rapidly changing technological environments and project requirements. • Customer-oriented: Ability to understand client needs and provide solutions that meet them.

Work Location

6F, Sanpo Sakuma Building, 1-11 Kanda Sakuma-cho, Chiyoda-ku, Tokyo (Scope of change) No relocation required

Phd. Stating Salary

Annual salary: 6.5 to 8 million yen (determined based on experience and skills)

Selection Flow

[Selection Process] Document Screening First Interview Second Interview Final Interview

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