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Senior Staff Software Engineer - Map Semantics

MotionalSingapore, Central, Singapore
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Key Responsibilities:Define and implement projects aimed at scene understanding to geometrically model the environment, enhancing our self-driving vehicles' ability to map roadways and localize using both autonomous vehicle and remote sensing data. Create and optimize machine learning models for reliable and efficient detection of built environments utilizing single or multi-modal sensor data, including vision, LIDAR, and RADAR. Productionize and deploy innovative solutions across autonomous vehicle fleets. Collaborate with localization, mapping, and perception teams to enhance the on-road performance of your products. Qualifications:Master's or Ph. D. in Computer Science or a related technical field; or equivalent industry experience.7+ years of professional software engineering experience. Strong background in real-time 3D object detection, semantic segmentation, or scene element detection with experience working on large-scale multi-modal datasets. Proficient with deep learning frameworks such as TensorFlow or PyTorch. Expertise in Python, including standard scientific computing libraries. Demonstrated history of designing, developing, and deploying ML solutions for autonomous vehicles or robotics. In-depth knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methodologies. Extensive experience in metrics design and metrics-driven technology development. Exceptional communication and interpersonal skills. Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, WACV, AAAI, ICL, etc.).

About the job

Join our innovative Map Semantics team at Motional, where you will collaborate with exceptional machine learning (ML) engineers dedicated to transforming self-driving vehicles into reality and driving positive social change. Our team focuses on developing advanced ML models that identify fixed semantic objects from multi-modal data, facilitating accurate mapping and real-time localization. We seek seasoned technical professionals who are enthusiastic about Level 4 autonomous driving technology, thrive on intellectual challenges, and are eager to grow their careers within a rapidly expanding company.

About Motional

Motional is at the forefront of autonomous vehicle technology, committed to making self-driving cars a reality. We focus on creating safe, reliable, and efficient solutions that not only enhance transportation but also contribute positively to society. Our teams are driven by innovation and collaboration, cultivating a culture that encourages professional growth and development.

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