Senior Simulation Engineer - Machine Learning
Woven by ToyotaBase Salary
$140k - $230k/yr
Responsibilities
- Lead adoption and integration of machine learning techniques into simulation subsystems and workflows.
- Architect and extend core simulation technologies, including agent frameworks, scenario engines, and sensor simulation.
- Partner with ADAS teams to improve development and evaluation of ADAS software.
- Help define the team roadmap for ADAS customers and use cases.
- Apply strong design practices, align with stakeholders, and mentor developers.
Requirements
- 5+ years of relevant work experience.
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field is highly preferred.
- Experience with machine learning frameworks such as PyTorch, Jax, or TensorFlow, with PyTorch preferred.
- Experience with ML workflows including data sampling and curation, preprocessing, model training, ablation studies, evaluation, deployment, and inference optimization.
- Strong programming skills in Python, Rust, or C++.
- Proven ability to deliver well-designed solutions within time and resource constraints.
- Ability to design and code from both user and simulator-developer perspectives.
- Preferred experience with foundation models, pre-training, efficient fine-tuning, and multimodal Transformer architectures.
- Preferred experience building real-time systems, familiarity with automotive or self-driving autonomy, and experience with build systems or CI/CD.
Benefits
- Base pay for positions based in Palo Alto, California is $140,000-$230,000 per year.
- Health, wellness, dental, and vision coverage.
- 401k program.
- Flexible vacation policy.
- Family planning and care benefits.
- Total compensation may include short-term and long-term incentives.
- Equal opportunity employer committed to diversity.
Categories
About Woven by Toyota
Woven by Toyota exists to accelerate Toyota’s once-in-a-century transformation from a car company into a mobility company. Rooted in a legacy of reinvention, we carry forward a singular founding principle: to innovate for the benefit of others. Today, we are driving this transformation from two vantage points: redefining how vehicles are built, experienced, and connected to the world to realize a true software-defined vehicle, and reimagining how people, goods, information, and energy move and interact in society to empower individuals from all walks of life. Through these two lenses, we combine bold innovation with real-world execution, bridging the gap between present and future to help Toyota evolve its business and its role in society.