Autonomous Perception Software Development Lead
7 days ago
Inceptio Technology is a pioneering global company specializing in autonomous driving technology, headquartered in Silicon Valley, California. Our mission is to establish a trustworthy autonomous freight service network, fostering close relationships with freight, logistics, and automotive partners to revolutionize the line-haul transportation industry. Our goal is to provide safe, efficient, and cost-optimized logistical assets.
Job SummaryWe are seeking a highly skilled and motivated Perception Algorithm Engineer to join our autonomous driving perception software development team. As an engineer on this team, you will play a critical role in the development of perception software and systems that enable our autonomous vehicles to accurately understand and interpret their surroundings.
Responsibilities- Analyze product feature requirements and hardware system constraints to design and develop perception software.
- Stay up-to-date with the latest advancements in model optimization and apply cutting-edge academic research to our business scenarios.
- Collaborate with the algorithm team for problem analysis, algorithm design, and verification.
- Participate in perception solution and software architecture design.
- Work closely with relevant teams and engineers for seamless onboard software development.
- Provide engineering insights and collaborate with algorithm engineers to complete algorithm deployment and optimization.
- Master's degree or higher in Computer Science, Automation, Robotics, Mathematics, or related fields, with at least 5 years of relevant work experience; or a Ph.D. in related fields with at least 2 years of work experience.
- Deep understanding of deep learning, computer vision, and image processing principles, with a solid theoretical foundation and practical experience.
- Proficient in using at least one deep learning framework (e.g., TensorFlow, PyTorch).
- Deep understanding and knowledge of state-of-the-art works in deep learning algorithms on object detection, tracking, segmentation, etc.
- Strong mathematical modeling skills, familiar with multi-view geometry, machine learning theories, and algorithms.
- Fluent in Chinese, capable of frequent travel to China or relocation to China, and able to work effectively with development teams in the China office.
- Experience with AI product development.
- Experience in SoC software development.
- Experience with ADAS, Autonomous Driving, or Robotics development.
- Competitive salary and benefits.
- PTO/Paid Holidays/Paid Sick Leave.
- 100% Company paid Medical, Vision, and Dental insurance plan.
- Company 401(K) matching program: 3%.
- Company paid life /AD&D insurance.
- Cell phone subsidy.
- Company provided Lunch & Dinner Monday - Friday.
- Visa sponsorship is available for this position.
- Opportunity for professional growth and career advancement.
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