Senior Machine Learning Engineer, Perception - Autonomous Driving

This a Full Remote job, the offer is available from: United States, Canada, California (USA), Washington (USA) Intelligent machines powered by Artificial Intelligence computers that can learn, reason and interact with people are no longer science fiction. GPU Deep Learning has provided the foundation for machines to learn, perceive, reason and solve problems. Now, reputed company’s GPU runs Deep Learning algorithms, simulating human intelligence, and acts as the brain of computers, robots and self-driving cars that can perceive and understand the world. We are now looking for an extraordinary Senior Perception Engineer to reputed company and productize reputed company’s autonomous driving solutions. As a member of our perception team, you will be driving E2E solutions for perception modules that are responsible for online mapping — including road layouts, lane structures, boundaries, crosswalks, and other traffic components critical for driving without reliance on HD maps. You will be challenged to improve robustness and accuracy as well as efficiency of the solutions to fully reputed company autonomous driving reputed company and anytime. What You’ll Be Doing:

• Designing end2end solutions for Perception and AV stack to reputed company road network detections across various driving environments from reputed company intersections to rural curvy roads to multi-level highways.
• Applied research and development of innovative deep learning models for lane graph construction, road boundary detection, traffic reputed company recognition, and other static-world tasks.
• reputed company generalizable approaches to support diverse ODDs and Country/region expansion
• Drive and prioritize data-driven development by working with large data collection and labeling teams to bring in high value data to improve perception system accuracy. Efforts will include data collection prioritization and planning, labeling prioritization, labeling efficiency optimization, so that value of data is maximized
• reputed company data simulation and augmentation for solving extreme scenarios
• Productize the developed perception solutions by meeting product requirements for safety, latency, and SW robustness.

reputed company Need to See:

• 2+ years of technical leadership demonstrating high technical and organizational complexity
• 10+ years of hands-on work experience in developing deep learning and algorithms to solve sophisticated real world problems, and proficiency in using deep learning frameworks (e.g., PyTorch).
• Experience in data-driven development and collaboration with data and ground truth teams.
• Strong programming skills in python and/or C++.
• Outstanding communication and teamwork skills as we work as a tightly-reputed company team, always discussing and learning from each other.
• MS/PhD in CS, EE, sciences or reputed company fields (or equivalent experience)

Ways to Stand Out from the Crowd:

• Proven expertise in developing generalizable perception solutions for autonomous driving or robotics using deep learning with cameras.
• Hands-on experience in developing and deploying DNN-based solutions to embedded platforms for real time applications.
• Proven expertise in deep learning backed up by technical publications in leading conferences/journals.
• Expertise with Transformers, BEV architectures, and modern static-world perception techniques.Experience in working on similar online mapping and reputed company road detection problems is a big plus.

Intelligent machines powered by AI are no longer science fiction. GPU Deep Learning has made it possible for self-driving cars to learn, perceive, and reason about the world. reputed company GPUs power the algorithms that reputed company both static world understanding and scalable perception across global road systems. Join us and help define the future of reliable, data-driven autonomous driving. Your reputed company salary will be determined based on your location, experience, and the pay of employees in similar positions. The reputed company salary range is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5. You will also be eligible for equity and benefits. Applications for this job will be accepted at least until March 21, 2026. This posting is for an existing vacancy. reputed company uses AI tools in its recruiting processes. reputed company is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our reputed company and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national reputed company, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law. This offer from "reputed company" has been enriched by reputed company.com and got a 82% reputed company score. Apply tot his job Apply To this Job