Perception Engineer
November 12
Description
• Provide daily technical and execution guidance on research and development tasks to perception team members. • Research, design, and develop algorithms for autonomous driving systems to solve challenging problems in ISEE's Perception and Sensor stack. • Prototype and deploy robust perception algorithms on ISEE's vehicle fleet in areas of: Object Detection, Localization and Mapping, Fusion and Multi Object Tracking; • Develop systems for multimodal Sensor Fusion and Calibration using multiple grade sensors including but not limited to Cameras, LiDARs, GNSS, IMUs and RaDARs. • Invent and design new algorithms, tools, and models in emerging research areas to improve the complex autonomous vehicle systems; • Develop simulations for ISEE's systems and identify discrepancies between virtual and real-world performance for future development and analysis. • Contribute novel research ideas and collaborate with team members to conduct research data analysis. Lead the algorithm design discussions to solve technical problems for these systems; • Stay up to date with current research in the field of Computer Vision and Pattern Recognition and share relevant research with the team. • Manage and supervise the work of other perception team members. • Contribute in the recruiting process for perception and software candidates.
Requirements
• Master’s degree in Electrical Engineering, Computer Engineering, Electrical and Computer Engineering or Computer Vision plus 18-month working experience. • 18-month working experience must in Machine learning and Sensor Calibration through algorithm development.
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