Senior Machine Learning Engineer

Full time Cruise Automation in Other Email Job
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Job Detail

  • Experience 6+ years
  • Role Software Engineer

Job Description

Day-to-day responsibilities include:
  • Drive high level algorithm decisions to ensure fast and accurate machine learning in a multitude of different applications
  • Implement cutting edge machine learning techniques in object classification, labelling, pose estimation, and prediction
  • Use real-time state estimation and context from surroundings to predict the motion of surrounding vehicles and pedestrians for use with vehicle path planning
  • Work on data association, clustering, segmentation, filtering, and estimation
  • Create unified back end architecture for solving multiple ML problems
  • Build robust, reliable systems to handle common and uncommon situations on the road

You should apply for this role if you have the following qualifications:

  • PhD in Robotics, Computer Science, etc. or equivalent in industry experience
  • 2+ years of relevant industry experience
  • Extensive experience with sensor data processing, environment modeling, large-scale point-cloud processing, or machine learning
  • Experience with machine learning and classification, LIDAR, deep learning, or geospatial databases
  • Excellent mathematical reasoning skills, especially with probability
  • Comfortable writing production-quality code in C++
  • Understanding of sensor error modeling
  • Passionate about self driving car technology and its impact on the world

Bonus points!

  • Experience with writing robust, safety-critical code
  • Experience with SLAM, signal processing, and motion/path planning
  • Experience with Hidden Markov Models (HMMs)
  • Experience with ROS, OpenCV, Gazebo, or PCL
  • Experience with CUDA
  • Experience in deploying perception algorithms into real world environments
  • Experience building a platform

Perks of being a Cruiser:

While doing meaningful work is the best perk of all, we also offer the following programs and benefits to support the extraordinary humans who serve as the backbone in making our robot cars go:

  • The opportunity to solve difficult problems that have immediate and valuable real-world applications
  • Competitive salary and benefits including 401k Cruise matching program to help you meet your long-term financial goals
  • Medical / dental / vision, AD+D and Life
  • Paid parental leave so you can spend time with the newest addition(s) to your family’s fleet
  • Health and Wellness reimbursement
  • Flexible vacation and 10 paid company holidays
  • State of the art equipment for your work station
  • Healthy lunch, snacks, dinner

Take a glimpse through the lens of a Cruiser on our LinkedIn Page

GM Cruise LLC provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, sexual orientation, gender identity or expression, veteran status, or genetics. In addition to federal law requirements, GM Cruise LLC complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training. Pursuant to applicable laws including the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

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