Senior Backend Engineer (ML Ops, Python), Semantic Maps
Singapore, Central, Singapore
Applications have closed
Motional
Motional harnesses deep industry experience in our mission to develop and deploy autonomous vehicles and to make driverless technology safe and reliable.About this position
We are looking for talented Senior (Software/Backend/ML Ops) Engineers who are enthusiastic about building core software and infrastructure for mapping. Our services focus on automated annotations for city-scale maps using machine learning. You will drive our efforts towards deployment, post-processing and infrastructure of these services. You will collaborate with researchers to bring algorithms from concept to product and deployment in the real world at scale. You will work in a complex and growing system where new features are being added and evaluated rapidly.
What You'll Be Doing
- Build, deploy, maintain and optimize machine learning-based systems for mapping needs.
- Make our services scalable and serverless through cloud technologies.
- Work with point cloud, image, and other sensor data to aid in semantic mapping.
- Work with teams focusing on High-Definition mapping applications and Computer Vision/Machine Learning models (e.g. SLAM, segmentation, object detection) and participate in integrating and validating the modules.
- Create automated tools for more efficient data manipulation, analysis, and visualization.
What We're Looking For
- Bachelor's degree or higher - Computer Science, Applied Mathematics, Statistics, Physics, or a related field.
- Strong software-engineering skills with Python.
- Experience with cloud computing platforms, like AWS, GCP, etc.
- Experience with machine learning frameworks, like PyTorch, Tensorflow, etc.
- Experience with deployment using Docker, REST API, CI/CD, Terraform, Argo, etc.
- Experience with deployment of Machine Learning models into production.
- Strong written and oral communication skills.
Bonus Points (not required)
- Experience building systems using SQL and NoSQL databases.
- Experience working with mapping software and/or familiarity with SLAM algorithms.
- Industry-level experience with autonomous vehicle software, automotive software, mapping applications, HD Maps, lidar data, and/or geospatial data.
-
Motional is a driverless technology company making self-driving vehicles a safe, reliable, and accessible reality.
The Motional team is made up of engineers, researchers, innovators, dreamers and doers, who together are creating a first-of-its-kind technology with the potential to transform the way we move. We’re behind some of the industry's largest leaps forward, including the first fully-autonomous cross-country drive in the U.S, the launch of the world's first robotaxi pilot, and operation of the world's most-established public robotaxi fleet.
As a leader in an emerging industry that has the promise of creating safer, more reliable and accessible transportation for all, it’s imperative we have a diverse workforce, create an inclusive culture, and understand the communities we operate in around the world.
Diversity, Equity and Inclusion is fundamental to Motional’s success. That’s why we’ve established a team to ensure DEI is at the forefront of the candidate and employee experience, beginning with the hiring process and continuing throughout your career. We also partner with organizations like the National Society of Black Engineers, the Society of Hispanic Professional Engineers, and the Society of Women Engineers to ensure our DEI work is informed by the latest thinking and approaches.
Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has operations in the U.S and Asia. For more information, visit www.Motional.com and follow us on Twitter, LinkedIn, Facebook, Instagram and YouTube.
Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.
Tags: APIs AWS CI/CD Computer Science Computer Vision Docker Engineering GCP Lidar Machine Learning Mathematics ML models NoSQL Physics Python PyTorch REST API SLAM SQL Statistics TensorFlow Terraform
Perks/benefits: Salary bonus
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