Job title: Senior Machine Learning Engineer - EH
Job type: Permanent
Emp type: Full-time
Industry: Information Technology / IT
Salary: Negotiable
Location: Tokyo
Job published: 2024-10-11
Job ID: 50903

Job Description

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

 

File types (doc, docx, pdf, rtf, png, jpeg, jpg, bmp, jng, ppt, pptx, csv, gif) size up to 5MB
File types (doc, docx, pdf, rtf, png, jpeg, jpg, bmp, jng, ppt, pptx, csv, gif) size up to 5MB