- End-to-end trainingpipeline: design and build the on-prem ML pipelinecovering the fulltraininglifecycle
- Model optimization & edgedeployment: pruning, quantization, and deployment to edgedevices for real-time LiDAR applications
- Model evaluation and benchmarking on our servers as well as on our target devices
- Self-service for ML engineers: build platform capabilities that let ML engineers deploy independently, working cross-functionally with ML, Data, and DevOps
Staff MLOps Engineer (f/m/d)
Hamburg
Voll- oder Teilzeit
Festanstellung
Deine Aufgaben
You will join the team building the ML infrastructure behind MicroVision's automotive LiDAR perception software: models that have to run in real time, on embedded hardware, in safety-relevant systems. In this role, you will be the technical owner of the ML pipeline, setting its direction and pushing the existing solution to the next level. Your focus:
Dein Profil
- MLOps experience for edge devices: you built ML training pipelines and model registries that teams rely on to build products
- You understand throughput, latency tradeoffs, and GPU resource management
- 3+ years of experience in MLOps or ML pipeline engineering, including production ownership
- Ownership mindset: you don't just surface problems, you own the solution
- Platform engineering mindset: you care about developer experience, write documentation others use, and treat reliability and observability as first-class concerns
- Fluent English (German is a plus)
Tech stack you can expect:
- Tools: Linux, OpenStack, Kubernetes, Flux, Git, Bash, GitLab CI, Jenkins, ML Flow
- Languages & Frameworks: Python, C++, CUDA, TensorRT, PyTorch, Tensorflow
- Embedded platforms: NVIDIA, TI
Über uns
Als Pionier für Perception-Lösungen fokussiert sich MicroVision auf Hard- und Softwaresysteme rund um MEMS-basierte Laserscanning- und Solid-state-Technologien. Mit unserem tiefen Ingenieurs-und IT-Know-how entwickeln wir maßgeschneiderte Anwendungen für Branchen wie Automobil, Logistik, Landwirtschaft, Bergbau sowie Schiff- und Hafenautomatisierung. Unser Ziel „SAFE MOBILITY AT THE SPEED OF LIFE®“ wollen wir gemeinsam mit unseren Kunden erreichen, um eine sicherere und effizientere Welt zu schaffen.