7+ years professional software engineering experience
Deep learning frameworks tensorflow or pytorch
Real-time object and scene element detection
**
Motional Singapore is seeking a Staff Software Engineer to join their Map Semantics team, focusing on developing machine learning models for autonomous vehicles. The ideal candidate should have extensive experience in software engineering, particularly in the context of machine learning and autonomous driving technology.
**
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.
Candidates must have a proven track record of designing, developing, and deploying ML solutions specifically for autonomous vehicles or robotics.
Matching Summary
Match Score: 75
**
Motional Singapore is seeking a Staff Software Engineer to join their Map Semantics team, focusing on developing machine learning models for autonomous vehicles. The ideal candidate should have extensive experience in software engineering, particularly in the context of machine learning and autonomous driving technology.
**
Skills & Requirements
Must-have
7+ years professional software engineering experience
Deep learning frameworks TensorFlow or PyTorch
Real-time object and scene element detection
Fluency in Python with scientific computing libraries
Deploying ML solutions for autonomous vehicles
Nice-to-have
Publications in CVPR, ICML, NeurIPS conferences
Experience with multi-view geometry optimization
Familiarity with embedded systems and real-time optimization
Experience with change detection and map updating
Strong programming skills in C++
Key Requirements
Masters or Ph.D. in Computer Science or related field
7+ years of professional software engineering experience
Proven track record of publications in relevant conferences