Senior Machine Learning Engineer (End-to-End Driving)
Senior Machine Learning Engineer (End-to-End Driving)
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
$ 120000 - 320000
1 Vacancy
Job Description
We are looking for the best
At 42dot our Senior Machine Learning Engineer team focuses on developing state-of-the-art solutions in Motion Planning algorithms. We create advanced prediction algorithms for future path planning a critical aspect of ensuring the safety and reliability of autonomous driving systems. By utilizing vast datasets we conduct comprehensive analyses of driving patterns allowing us to design algorithms that facilitate smooth and natural vehicle control. Our goal is to drive the innovation needed to shape the future of autonomous driving technologies.
Responsibilities
Lead the design and development of advanced machine learning models for autonomous driving tasks including perception decision-making and control
Drive end-to-end machine learning pipeline development from data collection and preprocessing to model training optimization and deployment
Apply state-of-the-art deep learning techniques such as reinforcement learning imitation learning and self-supervised learning to improve autonomous driving performance
Optimize model performance in real-world driving conditions and ensure seamless integration with the vehicles software stack
Collaborate with cross-functional teams including software hardware and vehicle control to align machine learning systems with overall vehicle architecture
Mentor junior engineers and provide guidance on best practices for machine learning development
Stay updated on the latest trends and research in machine learning and autonomous driving bringing innovative approaches to the team
Qualifications
Masters or Ph.D. in Computer Science Machine Learning AI Robotics or a related field
Extensive experience with deep learning algorithms (CNN RNN Transformer) and their applications in autonomous systems
Strong proficiency in Python and machine learning frameworks (TensorFlow PyTorch) with a proven track record of deploying models in real-world systems
Deep understanding of reinforcement learning imitation learning and advanced optimization techniques
Experience working with large-scale datasets and cloud-based machine learning pipelines
Excellent leadership and communication skills with a demonstrated ability to lead technical projects
Preferred Qualifications
Strong background in autonomous driving technologies and end-to-end learning for self-driving cars
Experience with hardware-in-the-loop (HIL) testing and real-time deployment
Experience in research and development related to autonomous driving and robotics
ROS1/ROS2 experience
Experience deploying predictive models in real-world environments
Inference optimization experience (TensorRT CUDA programming etc.)
History of books/academic activities in related fields (CVPR ICCV ECCV IROS ICRA etc.)
Interview Process
Application Review - Coding Test - 1st Interview - 2nd Interview - 3rd Interview - Offer
The process may vary by position and is subject to change
Schedule and results will be communicated via the email provided in your application
Additional Information
In accordance with fair hiring practices do not include any personal information unrelated to your job qualifications (e.g. Social Security Number family relations marital status age photo physical condition place of birth etc.) in your resume.
All documents must be submitted in PDF format and under 30MB in size.
If you experience issues uploading your resume please send it along with the job posting URL to .
We strongly encourage applications from U.S. veterans and candidates eligible for employment preference under applicable laws.
Qualified individuals with disabilities are encouraged to apply and will receive consideration under the Americans with Disabilities Act (ADA).
42dot does not accept unsolicited resumes and will not pay fees for any such submissions. Equal Opportunity Statement
42dot is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees regardless of race color religion sex sexual orientation gender identity national origin age disability or veteran status.
Please review the following information before applying.
How to work in 42dot About 42dot Way
Base Salary :
$120000 - $320000
Required Experience:
Senior IC
Employment Type
Full-Time
