
Artificial Intelligence Engineer
4 days ago
Hiring: Founding AI Engineer (Manufacturing Intelligence) — Stealth Build
If you can read a STEP file and tell a factory what to do—with code—you're who I'm looking for.
What you need to know
- Build CAD ingestion + feature recognition for sheet metal parts (STEP/Parasolid/JT), including thickness, bends, cut paths, hole patterns, and weld seams.
- Design a rules/ML engine that converts geometry into manufacturable process plans (laser/press-brake/weld/stamping) with cycle-time and throughput estimates.
- Ingest and model time-series data on materials, labor, energy, logistics, and shop productivity to drive region-aware recommendations.
- Ship a production API and a lightweight web UI (upload → instant plan → clear explainability).
- Establish data quality, auditability, and versioning from day one.
You should have
- 4–8 years building production ML/AI systems (Python preferred) AND strong software engineering fundamentals (testing, CI/CD, profiling).
- Hands-on with geometric kernels/tooling (Open Cascade, CGAL, trimesh, mesh/solid ops) or equivalent real experience.
- Manufacturing/IE intuition: cycle-time modeling for laser, bending, welding, stamping; fixture/setup thinking; OEE basics.
- Data plumbing: APIs/ETL, Postgres/Timeseries, caching, and basic MLOps.
- Ability to turn ambiguity into shipped code without hand-holding.
Nice to have
- Experience inside a fab shop or on a production floor.
- Knowledge of PLM/ERP integrations, BOM/route structures.
- for services and UI.
Stacks
Python (FastAPI), Postgres/Timescale, S3, Open Cascade/trimesh, Cloud-agnostic.
Location
Pune preferred; remote (India) for the right person. Full-time.
How to apply
DM me on LinkedIn with:
Links or brief write-ups for
two
projects:Parsing/working with CAD/geometry, or
- Turning engineering rules into a planner/scheduler/estimator, or
- Building a production ML service with clear SLAs.
Details about CTC will be discussed on call or in person.
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