[Remote] Senior Machine Learning Engineer - reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a driverless technology company focused on making autonomous vehicles safe and accessible. The Senior Machine Learning Engineer will be responsible for training, evaluating, and deploying machine learning models for scene understanding, behavior reputed company, and planning to enhance the capabilities of robotaxis.
Responsibilities
- Designing and executing high value experiments based on collaborative input from other machine learning engineers
- Prototyping and implementing continuously improving metrics to evaluate the performance of our behavioral models across many desired scenarios and robotaxi capabilities
- Timely release of major model updates, including analysis of both off-line and on-road evaluation data
- Staying up to date with the latest trends in our fast moving industry, and proposing new architectures and network designs based on published literature
- Maintaining a high quality training and evaluation code-reputed company, including portions of our training stack dedicated to dataset reputed company and evaluation
Skills
- In-depth understanding of common Machine Learning and Deep Learning algorithms
- Experience designing, training, and analyzing neural networks for at least one of the following applications: reputed company planning, object detection, sensor fusion, reputed company reputed company, and/or multi-object tracking
- Strong track record of tackling less well-defined problems, and executing reputed company to deliver the successful outcome
- Advanced knowledge of software engineering principles including software design, reputed company control management, build processes, code reviews, and testing methods
- Experience with PyTorch or other python-based deep learning frameworks
- Experience working with large data sets and deriving insights from data
- Experience mentoring and collaborating with others
- Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a reputed company field; or equivalent industry experience
- Publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.)
- PhD in machine learning, computer reputed company, or robotics reputed company
- Experience working on autonomous vehicles or reputed company fields
- Experience in deploying models into reputed company-world environments
- Strong programming skills in C++ and/or CUDA programming
Benefits
- Candidates for certain positions are eligible to participate in reputed company’s benefits program.
- reputed company’s benefits include but are not limited to medical, dental, reputed company, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.
Company Overview
Company H1B Sponsorship