![Zoox logo](https://s3.us-west-1.amazonaws.com/s3-images.employbl.com/company-images/zoox-logo.png)
Senior/Staff Machine Learning Engineer, Agent Simulation - Zoox
View Company Profile- Job Title
- Senior/Staff Machine Learning Engineer, Agent Simulation
- Job Location
- Seattle, WA
- Job Description
- The Agent Simulation group at Zoox is in search of machine learning engineers to play a crucial role in enhancing agent behaviors, assessing performance, and developing tools to prioritize simulation results. You will be instrumental in the development of reliable and validated simulations, and have the opportunity to work with a wealth of real-world driving data and an exceptional infrastructure for testing and validating your algorithms. Our ML group is focused on creating diverse and innovative agent behaviors, and your contributions will be key in this endeavor.In this role, you will:
- Research, implement, and optimize state-of-the-art machine learning approaches to improve plausible agent behaviors
- Find innovative solutions for agent behaviors and simulation analysis
- Prove machine-learned algorithms have better performance than heuristics
- leverage our large-scale machine-learning infrastructure to discover new solutions
- Analyze the difference between behaviors in simulation and real-world
- Work cross-functionally with our safety and autonomy engineers
- Build scalable, useable cloud pipelines for machine learning solutions for simulation
Qualifications- BS, MS, or PhD degree in Computer Science or a related field
- Experience with training and deploying deep learning models
- Experience with production machine learning pipelines: dataset creation, training frameworks, metrics pipelines
- Fluency in Python and a basic understanding of C++
- Fluency with Numpy and PyTorch, TensorFlow or JAX
- Strong mathematics skills
Bonus Qualifications- Experience with LLMs, reinforcement learning, imitation learning
- Conference or journal publications in machine learning or robotics
- Prior experience with agent behaviors, prediction, autonomous vehicles or robotics
Everything You Need, One Platform.
From job listings to startups, investors to funding rounds, and everything in between, Employbl puts the power in your hands. Why wait?
Start your free trial today!Stay Ahead of the Curve
Sign up for our newsletter to stay informed about the latest startups and trends in the tech market. Let Employbl be your guide to success.
Zoox Company Size
Between 2,000 - 5,000 employees
Zoox Founded Year
2014
Zoox Total Amount Raised
$1,005,000,000
Zoox Funding Rounds
View funding detailsConvertible Note
$200,000,000 USD
Series B
$465,000,000 USD
Series A
$50,000,000 USD
Series A
$250,000,000 USD
Seed
$40,000,000 USD