[Remote] Senior / Staff Research Engineer, Simulation Agents at Waabi

San Francisco, California, United States

Waabi Logo
Not SpecifiedCompensation
N/AExperience Level
N/AJob Type
Not SpecifiedVisa
N/AIndustries

Requirements

  • Experience with imitation learning, reinforcement learning, planning, and/or robotics
  • Expertise with ML frameworks such as PyTorch, TensorFlow, or Jax
  • Proven ability to take research from prototype to production systems
  • Excellent software engineering skills with experience building scalable ML systems
  • Open-minded and collaborative team player with willingness to help others
  • Masters/PhD in machine learning, computer science, engineering, or a related field (Bonus)
  • Publications in top-tier conferences or journals related to machine learning or robotics (Bonus)
  • Experience in self-driving, traffic simulation, or a related field (Bonus)
  • Expertise coding in Rust/C++ (Bonus)

Responsibilities

  • Architect robust and scalable training and evaluation frameworks for IL/RL-based traffic agents
  • Design and implement scalable data pipelines for generating large-scale training datasets
  • Productionize cutting-edge research into robust, scalable systems in Waabi World, our simulation platform
  • Contribute to technical direction and strategy for realistic traffic agents and scenario generation

Skills

Waabi

Develops self-driving technology for trucking

About Waabi

Waabi focuses on developing self-driving technology specifically for the trucking industry. Their main product, the Waabi Driver, is designed to learn from experiences, adapt to new situations, and work with various hardware setups. This technology aims for large-scale use and is intended for integration into vehicles by original equipment manufacturers (OEMs). A key feature that sets Waabi apart from competitors is its use of Waabi World, an advanced simulation environment that allows for efficient development of their self-driving systems. This reduces the need for extensive real-world testing, which can be costly and time-consuming, while also improving safety and adaptability. Waabi's goal is to transform the trucking industry by providing technology that lowers operational costs and enhances safety for commercial vehicles. They aim to license their technology to trucking companies and OEMs, making it easier for these businesses to adopt self-driving solutions.

Toronto, CanadaHeadquarters
2021Year Founded
$265.9MTotal Funding
SERIES_BCompany Stage
Automotive & Transportation, AI & Machine LearningIndustries
51-200Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Unlimited Paid Time Off
Flexible Work Hours
Company Equity

Risks

Increased competition from Aurora and Volvo may impact Waabi's market share.
Reliance on NVIDIA's technology poses risks if supply chain issues arise.
Regulatory changes in Texas could affect Waabi's deployment timeline and costs.

Differentiation

Waabi uses advanced simulation technology, Waabi World, to reduce real-world testing needs.
The company employs a unique AI-first approach, minimizing data and computation requirements.
Waabi's generative AI enhances self-driving technology efficiency and deployment speed.

Upsides

Waabi's partnership with NVIDIA boosts its technological capabilities and market reach.
The $200 million funding round indicates strong investor confidence in Waabi's potential.
Launching in Texas positions Waabi in a favorable tech and logistics environment.

Land your dream remote job 3x faster with AI