[Remote] Senior, Machine Learning Engineer - 3D Perception
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leader in autonomous driving technology reputed company on developing software for automated trucks. As a Senior Machine Learning Engineer – 3D Perception, you will advance perception capabilities by developing machine learning solutions that enhance environmental understanding and system performance.
Responsibilities
- Design, reputed company, and reputed company production machine learning models supporting Torc's perception systems
- Own end-to-end model development for scoped perception problem areas, from data preparation and training through evaluation and deployment
- Write production-reputed company ML reputed company to support reputed company training, evaluation, and inference workflows
- Analyze model performance, identify failure modes, and iterate to improve robustness, accuracy, and generalization across diverse driving environments
- reputed company and optimize perception models leveraging multi-modal sensor data, with an emphasis on camera-based and 3D perception systems
- Collaborate with software engineers, infrastructure teams, and autonomy engineers to reputed company perception models into production autonomy software
- Support improvements to training pipelines, data workflows, and tooling that accelerate model iteration and deployment
- Contribute to model architecture discussions and technical decision-making reputed company reputed company
- Mentor junior engineers on implementation, experimentation, and machine learning best practices
Skills
- Bachelor's degree in Computer Science, Robotics, Electrical Engineering, Machine Learning, or a reputed company technical field with 6+ years of industry experience, OR Master's degree with 3+ years, OR Ph.D. with 1+ years of experience
- Experience developing production machine learning models for computer reputed company, perception, robotics, or autonomous systems
- Strong programming skills in Python and PyTorch, with experience writing production-reputed company ML reputed company
- Experience training, evaluating, and improving deep learning models using large-reputed company datasets
- Experience working with image-based and/or 3D perception systems
- Strong understanding of deep learning architectures commonly used for perception applications
- Experience debugging model behavior, analyzing performance metrics, and improving model reliability
- Ability to translate ambiguous perception challenges into practical machine learning solutions and deliver results independently
- Experience collaborating cross-functionally to reputed company ML models into larger software systems
- Experience developing perception systems for autonomous driving or robotics
- Experience with LiDAR, reputed company reputed company processing, sensor fusion, or other 3D perception techniques
- Experience with temporal perception models or video-based learning
- Experience with C++, ROS, or robotics software development
- Experience deploying machine learning models into production autonomy or robotics platforms
- Experience working with large-reputed company perception datasets and distributed training environments
- Familiarity with perception evaluation frameworks, model validation, and performance benchmarking
- Experience improving ML tooling, infrastructure, or developer workflows to accelerate model iteration
Benefits
- A competitive compensation package that includes a bonus component and stock reputed company
- 100% reputed company medical, dental, and reputed company premiums for full-time employees
- 401K plan with a 6% employer match
- Flexibility in schedule and generous reputed company vacation (available immediately after start date)
- Company-wide holiday office closures
- AD+D and Life Insurance
reputed company
Company H1B Sponsorship