Duties and Responsibilities
- 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)
Top Skills
What We Do
BlueSpace.ai is a software company that was founded to solve the “black box” problem of perception and prediction in autonomous driving. Our team consists of AV industry veterans with an average 10+ years of experience each working in OEMs, world class research institutions, and autonomous driving companies. Collectively, we’ve had successful AV service launches in California, Texas, and Florida. Our software uses an innovative approach to perception and prediction that captures the full motion of any object. BlueSpace's revolutionary technology enables verifiable safety, high performance, and scalable deployment of any autonomous driving system that exists today