Engineering · Full-time · Roppongi Hills Mori Tower, Minato-ku, Tokyo
Senior ML Engineer
Turn untouched maritime data into models that change decisions in the field.
- Python
- PyTorch
- MLOps
- 図面解析
- Computer Vision
§ 01
What you'll do
- Design and implement models for drawing analysis, anomaly detection, demand forecasting, etc.
- Build MLOps pipelines for training, evaluation, and serving
- Data design and annotation design
- Integrating models into the product
§ 02
Must-haves
- 3+ years of professional ML experience (model design through operation)
- Implementation skill in Python / PyTorch, etc.
- Ability to translate problem definition into models
§ 03
Nice to have
- Experience with CV, drawings, and 3D data
- Experience with MLOps, distributed training, and optimization
§ 04
Our strengths
- Industry focus — all-in on shipbuilding, compounding deep domain knowledge
- AI-agent native — built for real-world adoption, not PoC theater
- Speed & flexibility — a startup's agility and execution
- Social impact — solving skill succession × shorter build times
§ 05
Who we're looking for
- Thinks from first principles and grasps problems at their essence
- Frames their own questions and moves forward amid uncertainty
- Can commit long-term to maritime as social infrastructure
§ 06
Terms & employment
Full-time (3-month probation). Full flextime / remote OK. Location: Roppongi Hills Mori Tower, Minato-ku, Tokyo (relocating near Ōmori in 2027). Stock options available.
§ 07
Why this role
Work with maritime data no one has touched yet — and witness the moment a model moves the field.
Let's just talk first.
We start with a casual chat, not a formal screening. Reach out if this role interests you.
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