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Associate Software Engineer, Motion Planning

2 weeks ago

Singapore Motional Full time

The team:
The nuPlan team introduces and advances new Deep Learning techniques for our Motion Planner. Team members develop an advanced machine learning infrastructure to build and train models, integrate them into existing motion planners, and write production-level software.

**What You'll Do**:

- Contribute to cutting-edge motion planning systems and deep learning system
- Contribute to an automated distributed pipeline to train, evaluate and deploy machine learning models to the vehicle
- Software design and development of scaling ML infrastructure
- Perform data mining to find interesting and impactful data
- Research metrics and model introspection
- Contribute to technical strategy, conduct code reviews
- Deploy models on vehicles and evaluate their performance with metrics
- Work closely with the production Motion Planning and Controls team to identify places where a data-driven deep learning approach is beneficial.

**What You'll Bring**:

- 1+ years of relevant Python or C++ experience
- MS or BS in computer science or related fields
- PyTorch or Tensorflow or any other DL framework
- Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, and testing methods
- Experience designing, training, analyzing, and deploying neural networks.
- A degree in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, or a related field with experience
- Passion for self-driving technology and its potential impact on the world
- You believe that you can achieve more on a team - that the whole is greater than the sum of its parts

**We'd be pleasantly surprised to see**:

- Motion Planning, Motion Prediction, Behavioral prediction experience
- Autonomous vehicle experience

**Why you should join us?**
- Work on cutting edge technologies
- Flexi Benefits
- "Take as you need" Annual Leave
- Transport Allowance
- Medical & Insurance Coverage
- Dental
- 8-week Paternity Leave

**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.
- 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._
- Health insurance