Senior Perception Engineer

About the Role

Key Responsibilities

• Develop and refine custom machine learning models and techniques for 3D object recognition, classification, and tracking in real-time.
• Lead the development and validation of perception modules, including data collection, labelling, and testing.
• Design, implement, and optimize perception algorithms for sensor fusion, object detection, tracking, and scene understanding.
• Optimize perception systems for real-world deployment, ensuring robustness and reliability under diverse environmental conditions.
• Collaborate with software engineers, hardware engineers, QA engineers, and data scientists to integrate perception capabilities into a complete autonomous system.
• Stay up to date with the latest advancements in perception technologies and machine learning, and evaluate their application to enhance the product.
• Contribute to code reviews, technical documentation, and best practices for the perception team.

Requirements

• Master's degree in Computer Science, Robotics, Electrical Engineering or related field (Ph.D. preferred).
• 5+ years of experience in perception, computer vision, robotics, or related fields.
• 5+ years of experience with deep learning frameworks (TensorFlow, PyTorch, TensorRT, etc.) for real-time edge computer vision tasks.
• Demonstrated experience with sensor fusion techniques and perception systems.
• Experience in 3D object detection, tracking, segmentation, SLAM, and scene understanding.
• Strong understanding of statistical models, machine learning algorithms, probabilistic robotics, and optimization techniques.
• Proficiency in programming languages such as Python and C++.
• Must be legally authorized to work in the United States without employer sponsorship.
• Ability to obtain and maintain the required security clearance.
• Ability to travel approximately 10% based on work and client needs.

Nice to Have

• Familiarity with perception-related software libraries (OpenCV, PCL, ROS, etc.).
• Experience with performance optimization, real-time systems, and hardware integration.
• Strong communication skills and ability to collaborate in a cross-functional team environment.

Qualifications

• Educational background with a Master's degree or Ph.D. in relevant fields.

Benefits & Perks

• Broad range of employee benefits offered by Deloitte.
• Opportunities for professional development, mentorship, and leadership growth.
• Inclusive culture that empowers individuals to contribute their unique perspectives.