3+ years professional software engineering experience
Experience with real-time object detection
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Motional Singapore Pte. Limited is seeking a Senior Software Engineer for its Map Semantics team, focused on developing machine learning models for autonomous vehicle navigation. The ideal candidate will possess advanced technical expertise in software engineering and deep learning, with a strong background in real-time object detection and deployment in autonomous systems.
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Job Summary
The team develops ML models to detect fixed, semantic objects in multi-modal data to enable mapping and real-time localization for self-driving vehicles.
You will define and execute semantic scene mapping projects that improve the capability of autonomous vehicles to efficiently map roadways and localize themselves.
This role requires collaboration with localization, mapping, and perception teams to ensure on-road performance of deployed solutions.
Matching Summary
Match Score: 75
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Motional Singapore Pte. Limited is seeking a Senior Software Engineer for its Map Semantics team, focused on developing machine learning models for autonomous vehicle navigation. The ideal candidate will possess advanced technical expertise in software engineering and deep learning, with a strong background in real-time object detection and deployment in autonomous systems.
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Skills & Requirements
Must-have
Masters or Ph.D. in Computer Science
3+ years professional software engineering experience
Experience with real-time object detection
Deep learning frameworks TensorFlow or PyTorch
Fluency in Python and scientific computing libraries
Proven track record deploying ML solutions for autonomous vehicles
Nice-to-have
Publications in CVPR, ICML, NeurIPS conferences
Familiarity with multi-view geometry and optimization
Experience with embedded systems and real-time optimization
Remote sensing and geospatial coordinate frame knowledge
Experience with change detection and map updating
Strong programming skills in C++
Key Requirements
Masters or Ph.D. in Computer Science or related field
3+ years of professional software engineering experience
Advanced knowledge of software engineering principles
Extensive experience in metrics design and development