Machine Learning Engineer – Behaviors

2 days ago

🍂 Massachusetts – Remote

Although this job is listed in Massachusetts, this company may be open to hiring remote in other states.

🔔 Pennsylvania – Remote

Although this job is listed in Pennsylvania, this company may be open to hiring remote in other states.

💵 $142k - $190k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🤖 Machine Learning Engineer

🦅 H1B Visa Sponsor

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Motional

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Transport • Artificial Intelligence • Automotive

Motional is a leading company in the development of autonomous vehicles, focusing on making driverless transportation a safe, reliable, and accessible reality. A joint venture between Hyundai Motor Group and Aptiv, Motional has been at the forefront of driverless technology for decades, creating SAE Level 4 autonomous vehicles for ride-hail and delivery services. The company emphasizes safety and innovation, leveraging advanced machine learning and automotive technology to build fully driverless vehicles that integrate smoothly into mobility networks, providing an enjoyable experience for daily transportation and deliveries.

1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

📋 Description

• Designing and training large models for predicting surrounding agents, AV behaviors, and end-to-end planning systems by executing high-value experiments based on collaborative input from other machine learning engineers. • Prototyping and implementing continuously improving metrics to evaluate the performance of our behavioral models across many desired scenarios and robotaxi capabilities. • Timely release of major model updates, including analysis of both off-line and on-road evaluation data. • Staying up to date with the latest trends in our fast-moving industry, and proposing new architectures and network designs. • Maintaining a high-quality training and evaluation code-base, including portions of our training stack dedicated to dataset generation and evaluation.

🎯 Requirements

• Masters or PhD in Machine Learning, Generative AI, Computer Science, Applied Mathematics, Statistics. • In-depth understanding of common Machine Learning and Deep Learning algorithms, especially transformer-based architectures, autoregressive decoder architectures etc. • Experience designing, training, and analyzing neural networks/transformer-based models for at least one of the following applications: motion planning, object detection, sensor fusion, motion prediction, and/or multi-object tracking, multi-agent predictions. • Knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods. • Knowledge or course experience of generative models such as VLM, VLA etc. • Experience with PyTorch or other Python-based deep learning frameworks. • Experience working with large data sets, data curation, and augmentation.

🏖️ Benefits

• Medical • Dental • Vision • 401k with a company match • Health saving accounts • Life insurance • Pet insurance • additional forms of compensation such as a bonus or company equity