Blender
Motion Builder
3ds MaxMachine Learning Engineer
We're building an AI system that generates realistic character motion from sparse creative direction. We need an ML Engineer to own the path from trained model to production system — inference optimization, deployment infrastructure, and the engine that makes it all run fast enough for interactive use. You'll work side-by-side with our ML Researcher as part of the core research team.
What you'll do
- 01Build and own the inference engine — model serving, batching, latency optimization, and real-time performance
- 02Design deployment infrastructure from the ground up — containerization, orchestration, and scaling for GPU workloads
- 03Optimize models for production — quantization, pruning, graph compilation, and hardware-specific acceleration
- 04Collaborate daily with the ML Researcher to understand model requirements and feed back production constraints into research
- 05Build internal tooling, APIs, and services that connect our models to animation software and workflows
- 06Develop monitoring and observability for model behavior in production
What we're looking for
- 01Strong software engineering fundamentals — you build systems that are reliable, testable, and maintainable
- 02Hands-on experience deploying ML models at scale — model serving frameworks (TensorRT, ONNX Runtime, Triton, or similar), inference optimization, GPU profiling
- 03Proficiency in Python and familiarity with PyTorch internals; comfortable with cloud infrastructure (AWS or GCP)
- 04Genuine understanding of ML model internals — you can reason about why a model is slow, not just that it is
- 05Self-directed and comfortable working in ambiguity — we're a small team building something new
Nice to have
- Experience building real-time inference systems or latency-critical applications
- Familiarity with 3D animation pipelines, skeletal data, or motion formats (BVH, FBX)
- Background in systems engineering, MLOps, or high-performance computing
Compensation
18,000 – 23,900 PLN/month gross (UoP) + employee stock options (ESOP)
Full employment contract (Umowa o Pracę) with statutory benefits including health insurance, pension contributions, and 26 days of paid leave. Equity is part of the package, you'll share in what we build together.
Interested?
Send us your CV and a link to your work, GitHub, papers, a side project, or anything that shows how you think.
Other open roles
Research · Gdańsk, Poland