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Machine Learning Engineer: Perception and Planning
- Oakland, California, United States
- Oakland, California, United States
Über
Develop deep learning models for a variety of autonomy applications (relevant areas: object detection, classification, segmentation, behavior prediction, end-to-end driving).
Research, design, improve, and implement state‑of‑the‑art ML algorithms and deploy them onto self‑driving vehicles and in datacenters.
Identify or collect the required datasets and implement data processing pipelines.
Deliver reliable software through continuous integration, automated testing, and code reviews.
Address the real‑world issues encountered during tests or customer deployments.
Qualification and Experience
Bachelor’s Degree in Computer Science, Mechanical Engineering, Electrical Engineering, or equivalent. Advanced Degrees highly preferred.
Demonstrated ML Engineering experience developing either Computer Vision models (preferred) or other models (such as LLMs, Finance, Ads, or others).
Production experience with Deep Learning models (training, fine‑tuning, or deployment).
Excellent software engineering skills in Python or C++.
Strong analytical skills in linear algebra, geometry, and probability.
Experience with a deep learning framework, such as PyTorch, JAX, TensorFlow.
Extra Credit
Relevant industry experience with low‑latency systems (prior work on self‑driving vehicles, autonomy, and/or robotics projects).
Experience building models from sensor data: lidar, radar, camera.
Experience with multi‑modal models.
Strong academic track record in any field related to machine learning, as evidenced by top‑tier publications.
Production ML experience with either: Model conversion and optimization for production (ONNX, TensorRT); Model deployment on specialized hardware (e.g. Jetson).
Ability to lead the ML area as the team grows (for Sr Staff level candidates).
BlueSpace.ai is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, gender, religion, sex, sexual orientation, age, disability, military status, or national origin or any other characteristic protected under federal, state, or applicable local law.
150000 - 250000 USD a year
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Sprachkenntnisse
- English
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