Perception Machine Learning Engineer – ADAS

Lucid Motors
United States
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Communication","Teamwork"]

Develop and optimize perception algorithms for autonomous driving using camera and LiDAR data. Build deep learning models for 2D/3D object detection, segmentation, tracking, and multi-task learning, including BEV transformer-based approaches. Collaborate cross-functionally to integrate and deploy robust perception capabilities into production programs, and support validation through testing and verification on prototype and pre-production vehicles.

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FursaFursa
Lucid Motors
Lucid Motors
1 month ago

Perception Machine Learning Engineer – ADAS

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Last checked: 5 hours agoStatus: Live

Job Summary

Develop and optimize perception algorithms for autonomous driving using camera and LiDAR data. Build deep learning models for 2D/3D object detection, segmentation, tracking, and multi-task learning, including BEV transformer-based approaches. Collaborate cross-functionally to integrate and deploy robust perception capabilities into production programs, and support validation through testing and verification on prototype and pre-production vehicles.
Location: United States
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

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

Pay and Benefits

Perks:Health InsuranceDentalVision401kPaid Leave

Key Requirements

  • •Strong theoretical foundations in deep learning for object detection, tracking, and segmentation.
  • •Proficiency in Python for clean, efficient, scalable software development.
  • •Experience with PyTorch (or other ML frameworks such as TensorFlow or MXNet).
  • •Ability to design evaluation pipelines to unit-test ML models under diverse conditions.
  • •Bachelor’s degree in a related engineering field (or relevant Ph.D. for a senior position) and 3+ years of relevant experience.
Experience:3+ yearsAutomotiveAutonomous driving
Education:Bachelor's
Skills:CommunicationTeamwork
Languages:English
Tech Stack:PythonPyTorchTensorFlowMXNetC++LiDARBEV transformer2D object detection3D object detectionSegmentationTrackingMulti-task learning

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