Facebook pixel

Perception Engineer
ML/CV and Algorithms
Posted on 2/1/2022
INACTIVE
Locations
San Jose, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Analysis
Data Structures & Algorithms
C/C++/C#
Management
Research
Requirements
  • Have strong abilities in both algorithms and C++ coding; or have strong expertise in at least one of these fields: computer vision, machine learning, and model optimization
  • Solid skills in problem solving, algorithms, and data analysis
  • Good communication and coordination skills
  • Self-motivated and believe in the future of self-driving-cars
  • Rich experience in C++ development, multithreading, memory management, computing optimization
  • Rich experience in multi-sensor fusion and 3d/2d tracking
  • Publications on top-tier conferences and journals
Responsibilities
  • Research and develop efficient deep learning models that detect obstacles around the ego-car
  • Research and develop algorithms and models to understand the obstacles (e.g., car-door-open) and complex scenes (e.g., traffic light, construction zone, human directing traffic)
  • Research and develop algorithms and models to tackle long tail obstacles and scenes (e.g., potholes, trash bags, falling leaves, extreme weather, etc)
  • Research and develop algorithms and models to track obstacles and predict their locations, velocities, accelerations, orientations, shapes, etc
  • Research and develop algorithms and models to accurately calibrate the sensors and further efficiently verify the correctness of the calibration
  • Write onboard code to integrate the algorithms and models into perception computational graph and deploy it to cars
WeRide

501-1,000 employees

Autonomous vehicle technology
Company Overview
WeRide's mission is to create a new mobility service that is accessible and beneficial to everyone. The company engineers autonomous vehicle infrastructure.
Benefits
  • Employee Stock Plan
  • Competitive Compensation Package
  • 100% Company Paid Premium Medical Plan
  • Team Building Activities
  • Paid Vacation And Time-off
  • Free Hot Breakfast, Lunch And Dinner
Company Core Values
  • Grow Together: Pursue continuous learning. Achieve fulfillment through personal development and career growth.
  • Results Driven: Deliver the very best in all we do. Be accountable for our results.
  • Innovation: Solve novel and challenging problems to revolutionize the mobility industry.
  • Teamwork: Leverage collective ingenuity. Be open and honest while supporting each other.