General Motors

Senior Machine Learning Engineer II

General Motors • $290K — $359K *
San Francisco, CA 94112In-Person
Transportation
Less than 5 years of experience
Today
Be an Early Applicant
Job Overview by Ladders

Qualifications

  • Master's degree in Data Science, Aerospace Engineering, Automotive Engineering, Computer Engineering, Robotics or related field.
  • 3+ years of experience in roles such as Machine Learning Engineer, Computer Vision Engineer, or Data Scientist.
  • Proven expertise in AI for Radar Perception and Monocular 3D object detection.
  • Strong skills in Autonomous Vehicle Sensor Fusion and developing Auto-Labeling Techniques.
  • Proficient in Python, C++, and ROS programming, along with data structures knowledge.
  • Experience in Machine Learning Model Optimization and large-scale data generation.

Responsibilities

  • Research and develop machine learning applications for autonomous vehicles.
  • Contribute throughout the entire machine learning cycle from data collection to model evaluation.
  • Design innovative solutions for specific operational challenges in autonomous systems.
  • Create novel deep learning architectures and advanced algorithms for perception tasks.
  • Integrate data from multiple sensors including Camera, RADAR, and LiDAR for improved input.
  • Collaborate with a team to enhance the safety and efficiency of autonomous vehicle operations.
  • Debug and provide support for real-time perception issues in the ride-hail fleet.

Benefits

  • Flexible telecommuting options available.
  • Opportunity to work on cutting-edge technology in autonomous vehicles.
  • Collaborative environment with a focus on innovative problem solving.
Full Job Description
Job Description

DUTIES: Research, design, develop and test robotic and machine learning applications for an AV company. Duties may include: Contribute to the complete machine learning cycle: data collection, labeling, processing, algorithm design, model training, and evaluation. Formulate problem statements specific to autonomous operations and design innovative solutions to address them. Design novel machine learning models and algorithms, including new deep learning architectures, loss functions, and training protocols. Utilize advanced machine learning techniques such as convolutional neural networks and Generative AI to enhance object detection and perception. Work on improving perception properties of detected objects, such as their kinematics, intent, and short-term trajectory predictions. Develop and implement novel solutions to integrate multiple sensors (e.g., Camera, RADAR, LiDAR) and other contextual information like High Definition Maps and temporal streams of data. Collaborate with the team to ensure the safe and efficient operation of autonomous vehicles. Provide support on debugging real-time issues on the ride-hail fleet that are due to perception related problems. May telecommute.

REQUIREMENTS: Master's degree in Data Science, Aerospace Engineering, Automotive Engineering, Computer Engineering, Robotics or a related field and Three (3) years of experience in the job offered, Machine Learning Engineer, Computer Vision Engineer, Systems Engineer, Software Engineer, Data Scientist or a related occupation. Background, education, or experience must include: 1. Radar Perception using AI (artificial intelligence); 2. Monocular 3D object detection; 3. Autonomous Vehicle Sensor Fusion; 4. Data Structures and Python, C++, and ROS programming; 5. Machine Learning Model Optimization; 6. Developing Auto-Labeling Techniques; 7. Large-Scale Data Generation and Analytics;8. Experience with Utilizing Advanced Mathematical Concepts to develop and refine Machine Learning Models.

Compensation:
• The expected base compensation for this role is $290,000 to $359,600 Annually.
• Actual base compensation within the identified range will vary based on factors relevant to the position.
• Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.

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About General Motors

General Motors Company engages in the manufacture and sale of cars and trucks in the United States, China, Brazil, Germany, the United Kingdom, Canada, and Italy. It offers sedans, crossovers, sport utility vehicles, pick-up trucks, coupes, sports/convertibles and hybrid vehicles, hatchbacks/wagons, and vans, as well as mini cars in India. The company also provides parts and accessories, such as iPod and MP3 compatibility, mobility accessories, performance parts, AC parts and services, and merchandise. In addition, it offers vehicle safety, security, and information services. The company provides used vehicles. It offers its products through dealers and distributors. General Motors Company was formerly known as NGMCO, Inc. and changed its name to General Motors Company in July 2009. The company was incorporated in 2009 and is based in Detroit, Michigan. It operates manufacturing facilities in India, the United States, and Canada. General Motors Company operates as a subsidiary of the United States Department of The Treasury. General Motors led global vehicle sales for 77 consecutive years from 1931 through 2007, longer than any other automaker, and is currently among the world's largest automakers by vehicle unit sales. General Motors acts in most countries outside the USA via wholly-owned subsidiaries but operates in China through 10 joint ventures. GM's OnStar subsidiary provides vehicle safety, security, and information services. In 2009, General Motors shed several brands, closing Saturn, Pontiac, and Hummer, and emerged from a government-backed Chapter 11 reorganization. In 2010, GM made an initial public offering IPOs to date and returned to profitability later that year.

General Motors Careers

Join the dynamic team at General Motors, a global leader in automotive innovation and technology. At General Motors, we offer unparalleled job opportunities that propel your career forward while contributing to a legacy of engineering excellence.

Work You’ll Do

Embark on a career with General Motors to drive the future of mobility. Our team is dedicated to redefining the automotive landscape through innovation and leadership in electric vehicles and sustainable solutions. By joining us, you will be part of a culture that values diversity, teamwork, and continuous professional growth.

Transform Your Career

General Motors is not just a company; it's a community where you can grow your skills alongside the best in the industry. Our leadership is committed to providing every employee—from interns to senior professionals—with opportunities for career advancement, leadership development, and diversity training.

Innovate and Lead

At General Motors, innovation is at the core of everything we do. From research and development to manufacturing, our teams work collaboratively to lead the industry with cutting-edge technologies and sustainable practices. We encourage our employees to think big and push the boundaries of what’s possible.

Join Our Global Team

As part of our global workforce, you will collaborate with talented individuals who are passionate about shaping the future of transportation. General Motors offers a variety of career paths in engineering, design, IT, marketing, and more. With over 155,000 employees worldwide, our network provides expansive opportunities for networking and professional development.

Internship Programs and Employment Benefits

Start your career journey with a General Motors internship, where you can apply your academic knowledge to real-world projects. Our internships provide a robust foundation in the automotive industry, with mentorship from experienced leaders. Full-time employees enjoy a wealth of benefits, including comprehensive health care, retirement plans, and performance bonuses, ensuring that your hard work is rewarded.

Explore Job Opportunities

Whether you’re a seasoned professional or a recent graduate, General Motors offers positions that leverage your unique skills. Our hiring process is designed to identify and nurture talent, focusing on aligning your capabilities with the right opportunities for growth within the company.

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Learn more about General Motors
Size
157,000 employees
Market Cap
$46.9 billion
Industry
Manufacturing & Automotive
Net Income
$6.4 billion
Founded
1908
5 Year Trend
-3.2%
Revenue
$122.4 billion
NASDAQ
GM
* Ladders Estimates

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