Perception Machine Learning Engineer – ADAS

Lucid Motors
United States
Full timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Communication","Team player"]

Develop and optimize perception algorithms for autonomous driving systems using camera and LiDAR data. Build deep learning models for 2D/3D object detection, segmentation, tracking, and multi-task learning, including research and integration of BEV-based transformer approaches. Partner cross-functionally to integrate and deploy solutions, then test, release, and support validation/verification for production programs and prototype vehicles. Influence future ADAS capabilities through novel software algorithms.

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FursaFursa
Lucid Motors
Lucid Motors
1 day ago

Perception Machine Learning Engineer – ADAS

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Develop and optimize perception algorithms for autonomous driving systems using camera and LiDAR data. Build deep learning models for 2D/3D object detection, segmentation, tracking, and multi-task learning, including research and integration of BEV-based transformer approaches. Partner cross-functionally to integrate and deploy solutions, then test, release, and support validation/verification for production programs and prototype vehicles. Influence future ADAS capabilities through novel software algorithms.
Location: United States
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Develop and optimize perception algorithms for autonomous driving using camera and LiDAR data.
  • •Design and implement deep learning algorithms for 2D/3D object detection, segmentation, tracking, and multi-task learning.
  • •Research and integrate BEV-based transformer models for perception tasks.
  • •Collaborate cross-functionally to ensure seamless integration and robust implementation.
  • •Test, release, deploy, and support validation/verification of perception algorithms for production programs and prototype vehicles.

Pay and Benefits

Perks:Health InsuranceDentalVisionPaid Leave401k

Key Requirements

  • •Strong theoretical foundations in deep learning for object detection, tracking, and segmentation.
  • •Proficient in Python for clean, efficient, scalable software development.
  • •Experience with PyTorch or other ML frameworks (TensorFlow, MXNet) and debugging complex ML models.
  • •Ability to design and build evaluation pipelines to unit-test ML models under diverse conditions.
  • •3+ years of relevant work experience (or a Ph.D. in a related field for a senior position) and a Bachelor’s degree in a related engineering field.
Experience:3+ years
Education:Bachelor's in Computer Engineering, Electrical Engineering, Automotive Engineering, Mechanical Engineering, or a related field
Skills:CommunicationTeam player
Tech Stack:PythonPyTorchTensorFlowMXNetC++

Company Brief

Lucid Motors
Designs, engineers, and manufactures luxury electric vehicles and related charging and energy solutions, focusing on high-performance, long-range EVs and advanced vehicle technology for premium consumers.
Industry: Electric Vehicles
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Newark, California, United States
Founded: 2007
WebsiteLinkedIn