JSIT-Precision Engineering
·
Singapore
Senior Engineer, Perception
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The Talent People x JSIT-PE
The Talent People is proud to partner with JSIT-PE, a government initiative aimed at strengthening Singapore’s Precision Engineering sector by addressing manpower challenges and fostering industry growth.
By applying for our job opportunities, you’re joining a strategic effort to enhance Singapore’s Precision Engineering landscape.
Key Responsibilities:
- Lead the development of advanced perception systems for real-time, multi-object tracking using camera and radar data.
- Innovate and improve camera pipeline processes to enhance image quality and system performance.
- Design and implement sensor fusion algorithms to accurately integrate data from radar and camera sensors.
- Apply deep learning and computer vision techniques to improve detection and tracking accuracy.
- Develop and optimize tracking algorithms, including Kalman filters and Multiple Hypothesis Tracking (MHT), for enhanced tracking performance.
- Collaborate with cross-functional teams to ensure seamless integration of perception systems into the overall project architecture.
- Provide technical leadership and mentorship to junior engineers, fostering a culture of innovation and excellence.
- Stay updated with the latest advancements in perception technology, applying cutting-edge research to practical applications.
Requirements:
- Advanced degree (MS or PhD) in Computer Science, Electrical Engineering, Robotics, or a related field.
- A minimum of 10 years of experience in perception system development, with a focus on multi-object tracking using camera and radar technologies.
- Deep understanding of computer vision, signal processing, and sensor fusion.
- Proven experience in designing and implementing deep learning models for computer vision applications.
- Expertise in developing and optimizing camera pipeline and tracking algorithms, such as Kalman filters and MHT.
- Proficiency in programming, particularly in C/C++.
- Exceptional analytical and problem-solving skills, with the ability to lead complex technical projects.
- Strong communication and teamwork skills, with a track record of successful cross-functional collaboration.
The Talent People 24C2589
- Department
- JSIT-Precision Engineering
- Locations
- Singapore
- Monthly salary
- SGD8,000 - SGD13,000
- Employment type
- Full-time
Colleagues
JSIT-Precision Engineering
·
Singapore
Senior Engineer, Perception
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