職務内容
Senior Machine Learning Engineer
(Japan Based Candidates only)
■ Your Role and Responsibilities
- Create effective prompts to maximize the quality of the output from LLMs based on the product specifications
- Build our machine learning models using data relevant to the software testing if needed
- Work with other engineers, designers, and product leads to implement various features while considering performance, security, and reliability
- Create PoC Web/CLI applications that use LLMs or ML under the hood to validate the feasibility of ideas
- Proactively identify functions that can be improved, and suggest possible solutions in the technical aspects and product-related ideas
- Participate in on-call rotations for incident & alert handling
■ Work Location
- Tokyo, Japan
■ Experience and Qualifications
- Being able to work in Japan standard time (Working partially in JST can be discussed)
- Over two years of experience in training and customizing deep learning models, especially LLMs
- Over a year of experience in prompting open-source and closed-source LLMs
- Experience in developing APIs with FastAPI and Python
- Up to date with the latest Machine Learning Research especially on LLMs and Prompt Engineering
- Experience in building metrics for evaluating various tasks LLMs
- Ability to communicate and work in English
■ Additional Preferred Qualifications
- Knowledge of natural language processing and visual recognition
- Proficient in the process of analyzing, hypothesizing, and testing
- Experience in MLOps
- Modern development experience with Agile or Scrum
- Experience in E2E test automation with Selenium and Appium