Autonomous Driving Data Engineer

Location
Phoenix, Arizona
Status
Open

Description

Come join the Nikola Motor’s Advanced Driver Assistance Systems / Autonomous Driving (ADAS/AD) Team as an Autonomous Driving Data Engineer for Perception, Sensor Fusion, and Object Tracking. This role will play a major part in enabling Nikola vehicles with the highest ADAS technology and Autonomous features.

Our team is innovating through technology and ideas. We may not know all the answers, but we will figure it out to be successful. We thrive on doing what we need to do to get the job done and bring value to our customers and our organization.

We work in a field where the technology is changing daily, but that technology will forever change the world as we know it. Get to know a team and a culture who are learning and discovering daily, and who are developing the technology that everyone will know by name in 5-7 years from now.

What you’ll own:

Be responsible for designing perception algorithms and implementing them in robust, efficient, and well-tested C++ code.

Lead the development of deep neural networks to solve real-world robotics perception challenges such as lane detection, object detection and classification, sensor fusion, tracking, prediction, anomaly detection, and planning.

Point cloud processing on camera, lidar, 4D radars data and curate datasets for machine learning.

Integrate both novel and well-established techniques such as deep neural networks, decision trees, Kalman, and particle filters.

Collaborate closely with other experts on the team, including the planning and systems engineering team.

Support to define feature requirements, safety requirements, use-cases, and the performance expectations needed to meet functionality, safety, and reliability objectives.

Success for this role will be maintaining and developing automated data processing pipelines and curating datasets to help improve ADAS/AV development. Implement automated reports and custom analysis scripts to help improve ADAS/Controls algorithms.

Do your capabilities include:

Fluency with ADAS/Autonomous Concepts, Development

Proficiency in C++

Fluent on machine learning, robotics, and artificial intelligence for autonomous driving

What you “MUST” already bring to the table:

  • BS degree (Master’s preferred) in Electrical Engineering, Mechanical Engineering, Computer Engineering, Computer Science, or a technical related degree.
  • 2 - 8 years of solid experience in ADAS systems requirements or ADAS feature development.
  • Expertise with Automated Driving Sensors (Radar, Camera, Lidar, Ultrasonic)
  • Strong knowledge of Automotive Networks (CAN, CANFD, LIN, Automotive Ethernet, etc.)

Additional “nice to have” Profile Characteristic:

  • Experience with Python, R, or other data relevant scripting languages preferred. C++ plus
  • Experience in big data processing and using databases in a business environment with large-scale, complex datasets. (SQL, Hadoop, Spark, Flink, Beam, etc.)
  • Machine learning, data visualization experience preferred
  • Experience with Data Pipeline implementation
  • Maintain and improve existing data pipelines
Candidates must have current U.S. work authorization. This position is not eligible for CPT or OPT.
#LI-RM1

Equal Employment Opportunity statement (EEO)

Nikola Motor Company™ is committed to a policy of equal employment opportunity. We recruit, employ, train, compensate, and promote without regard to race, color, age, sex, ancestry, marital status, religion, national origin, physical or mental disability, sexual orientation, gender identity, medical condition, pregnancy, veteran status, genetic information or any other classification protected by state or federal law.


To all recruitment agencies: Nikola is not responsible for any fee related to unsolicited resumes from 3rd party staffing and recruiting agencies. No fee will be paid for candidates who apply and claim to be represented by an agency. Any unsolicited resumes, CVs, or other candidate information submitted by an agency will become the property of Nikola, and no fee will be paid in the event such candidate is hired.