Machine Learning Engineer at Tilt, developing personalisation solutions across various app surfaces. Collaborate with teams to enhance recommendation systems on a video - first shopping platform.
NV
Hybrid Senior Machine Learning Engineer, Perception - Autonomous Driving
Posted last month
About the role
- Senior Perception Engineer developing AI solutions for autonomous driving at NVIDIA. Focused on creating innovative deep learning models and data-driven perception systems.
Responsibilities
- Designing end2end solutions for Perception and AV stack to enable road network detections across various driving environments from complex 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 element recognition, and other static-world tasks
- Develop 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
- Leverage data simulation and augmentation for solving extreme scenarios
- Productize the developed perception solutions by meeting product requirements for safety, latency, and SW robustness
Requirements
- 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-knit team, always discussing and learning from each other
- MS/PhD in CS, EE, sciences or related fields (or equivalent experience)
Benefits
- equity
- benefits
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