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We are seeking a highly skilled Perception Engineer to join our Autonomy Software Engineering team. In this role, you will use your expertise in state estimation & multi object tracking to shape the perception stack as we scale, incorporating and developing state of the art algorithms and techniques. You’ll leverage advanced Artificial Intelligence (AI) models and techniques to deploy and scale safe autonomous perception systems.
Job Responsibility:
Lead efforts to advance learned scene estimation solutions in the Kodiak Driver
Use principled approaches for fusing information from multiple modalities (camera, radar, lidar, thermal, and IMU) to improve perception performance
Improve multi-target tracking performance including track initiation, measurement to track association, and track state maintenance
Develop novel algorithms to incorporate noisy measurements to construct a solid foundational understanding of the world
Develop tooling, metrics, and visualization to advance sensor fusion performance
Embody innovation and collaboration
Requirements:
Strong technical background. BS or MS with at least 5 years industry experience, or PhD with at least 3 years of academic or industry experience, in building state estimation and sensor fusion systems
Domain Expertise in sensor fusion, state estimation, Kalman filtering, particle filtering, multi-object tracking, deep learning, learned scene estimation, behavior prediction
Skilled in C++ with strong problem-solving skills
Strong software engineering skills and experience building high-reliability deployed applications
Solid understanding of metrics, data analysis, and scientific evaluation
A team player
Ability to build and iterate quickly
Hands on, Curious, Flexible, Interested in new domains
Great communicator with experience writing clear, concise design documentation
What we offer:
Competitive compensation package including equity and biannual bonuses
Excellent Medical, Dental, and Vision plans through Kaiser Permanente, Anthem, and Guardian (including a medical plan with infertility benefits)
Flexible PTO and generous parental leave policies
Office perks: dog-friendly, free catered lunch, a fully stocked kitchen, and free EV charging
Long Term Disability, Short Term Disability, Life Insurance
Wellbeing Benefits - Headspace, One Medical, Gympass, Spring Health
Fidelity 401(k)
Commuter, FSA, Dependent Care FSA, HSA
Various incentive programs (referral bonuses, patent bonuses, etc.)