Senior Software Engineer, Machine Learning
Standard Bots- Full Time
- Senior (5 to 8 years)
Candidates should possess a Master’s or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, or a related field, or equivalent industry experience. They must have an in-depth understanding of common Machine Learning and Deep Learning algorithms, and experience designing, training, and analyzing neural networks for applications such as motion planning, object detection, sensor fusion, motion prediction, and/or multi-object tracking. Strong track record of tackling less well-defined problems and efficient execution to deliver successful outcomes are required, along with experience working with large datasets and deriving insights from data. Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods, is also necessary.
The Senior Machine Learning Engineer will be directly responsible for training, evaluation, and deployment of ML-based scene understanding, behavior prediction, and planning models, designing and executing high-value experiments based on collaborative input, prototyping and implementing continuously improving metrics, timely release of major model updates, staying up to date with industry trends and proposing new architectures, and maintaining a high-quality training and evaluation code-base. They will also mentor and collaborate with others.
Develops fully driverless robotaxis for urban transport
Motional develops fully driverless vehicles, specifically robotaxis, aimed at transforming urban transportation. Their all-electric robotaxis are designed to navigate complex city environments safely and efficiently. Motional partners with ride-hailing and delivery services, providing them with advanced autonomous vehicle technology to enhance their operations and reduce costs. A unique aspect of Motional's service is its Command Center, which allows for real-time tracking of each robotaxi, enabling human agents to monitor performance and ensure passenger safety. Unlike many competitors, Motional focuses on integrating its vehicles into existing mobility networks, making driverless technology accessible and reliable. The company's goal is to make autonomous vehicles a safe and integral part of urban transportation.