Machine Learning Engineer: Perception and Planning
BlueSpace.ai
Software Engineering
Emeryville, CA, USA
Posted on Friday, April 26, 2024
BlueSpace.ai is building the next generation of self-driving technology to create the safety certainty needed for genuinely driverless vehicles. Our patented 4D Predictive Perception enables this by calculating all objects’ motion from next-gen 4D sensors. BlueSpace.ai’s team brings experience from all over the autonomous vehicles (AV) industry, including OEMs, world-class research institutions, and autonomous driving companies.
We welcome self-driven individuals who excel under limited direction to join our award-winning team and company.
Duties and Responsibilities
· Collaborate with the Perception autonomy team to improve, ideate, and implement perception algorithms.
· Develop machine learning models for recursive state estimation, structured and unstructured prediction, Unsupervised and Self-Supervised Autonomy, computer vision optimization, etc.
· Research and develop state-of-the-art deep learning/machine learning models to improve our perception solutions under challenging and diverse scenarios (e.g., on and off roads, underground, and in the air; long-range and multi-sensor object detection, detection under degraded sensors, etc.).
· Develop and ship next-generation features that expand Bluespace’s operational driving domain.
· Improve and deliver reliable software through continuous integration, automated testing, and code reviews.
Qualifications and Experience
· 8+ years experience and Master's Degree in Computer Science, Mechanical Engineering, Electrical Engineering, or equivalent.
· At least 8 years of software development experience, or 6 with an advanced degree
· Strong analytical skills in linear algebra, geometry, and probability.
· Experience developing software under strong real-time performance requirements.
· Excellent software engineering skills in Python and/or C++
· Extensive experience in any deep learning framework, such as PyTorch, JAX, TensorFlow
· Extensive exp in Computer Vision, Machine Learning, Deep Learning, or other relevant areas of Artificial Intelligence
· Experience with multi-modal models
Extra Credit
· Relevant industry experience (prior work on self-driving vehicles, autonomy, and/or robotics projects)
· Experience with sensor data lidar radar camera.
· Strong track record in any field related to machine learning, as evidenced by top-tier publications.
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.