Machine Learning Engineer, Simulation Scenario Generation

Posted 20 Days Ago
Foster City, CA
Hybrid
151K-257K Annually
Junior
Artificial Intelligence • Machine Learning • Robotics • Software • Transportation • Design • Manufacturing
Zoox is an autonomous mobility company that’s created a purpose-built robotaxi to give the world a better way to ride.
The Role
Seeking a Machine Learning Engineer for autonomous vehicle testing focused on scenario generation using LLMs/VLMs while ensuring AI-driven safety validation.
Summary Generated by Built In
Do you enjoy applying machine learning to complex, real-world problems in autonomous vehicle testing? The Simulation Scenario Authoring team owns the formats and tools used to create synthetic simulation scenarios. We are looking for a hands-on ML Engineer to integrate, implement, and optimize our next-generation AV scenario generation workflow. This ranges from extending our AI assistant to advancing toward full scenario creation automation from natural language test specification. This role offers a unique chance to deliver immediate user impact while contributing to long-term AI-driven safety validation.

In this role, you will:

  • Integrate and validate LLMs/VLMs and implement other models for complex scenario generation workflows, leveraging techniques like advanced prompting, agentic tool use, and more. 
  • Contribute to tooling for AI-based scenario understanding and validation.
  • Collect data and design metrics to drive business intelligence, product iteration, and model fine-tuning.
  • Collaborate directly with internal customers and partner teams to provide generative AI solutions for their test creation workflows.
  • Directly contribute to the safety and reliability of Zoox's autonomous software.

Qualifications

  • MS or PhD in Computer Science, Machine Learning, or related field
  • 2+ years of industry experience in Machine Learning
  • Solid understanding of LLM or NLP concepts
  • Proficiency in Python and ML libraries (PyTorch, NumPy) demonstrated through professional or research projects

Bonus Qualifications

  • Practical experience in dataset creation for fine-tuning, system integration of ML models into production, or optimization techniques for low-latency inference systems
  • Familiarity with autonomous vehicles, robotics, and/or complex simulation environments
  • Hands-on experience in areas like program synthesis, diffusion models, and/or formal methods/V&V
  • Relevant publications in conferences (e.g., CVPR, ICCV, RSS, and/or ICRA)

Top Skills

Ml Libraries
Numpy
Python
PyTorch
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The Company
HQ: Foster City, CA
2,500 Employees
Year Founded: 2014

What We Do

Zoox is an autonomous mobility company that was founded to provide a safer, cleaner, and more enjoyable future on the road. To achieve that goal, the company has spent the past 10 years creating a purpose-built robotaxi that gives the world a better way to ride.

Why Work With Us

At Zoox, we are working to solve one of the greatest technological challenges of our generation.
From the beginning, we have been focused on our goal of reimagining transportation from the ground up. We are a mission-driven community of innovators working together to create a safer, cleaner, and more enjoyable future on the road.

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