Software Engineer, Evaluation Infrastructure

WAABI PARTNERS
San Francisco, CA, United States
6 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
2 years minimum
Compensation
$127,000.0 - $223,000.0
Working hours
Regular working hours
Job source

Tech stack

Big Data Extract Transform Load (ETL) Distributed Systems Python (Programming Language) Machine Learning Web Services System Availability Generative AI Information Technology Code Testing Data Pipelines

Job description

The Evaluation Algorithms team is responsible for building the algorithms & tooling required to comprehensively evaluate our autonomy system’s performance across all development stages. In this role, you will work closely with the systems & safety teams, responsible for defining the requirements & evaluation criteria, and simulation teams to leverage Waabi World, our highly realistic closed-loop simulation engine built with the latest in generative AI technologies to deliver the evaluation capabilities needed to support the safe development of the next generation of autonomous vehicles!

You will…

  • Develop the tooling, infrastructure, and pipelines to support complex statistical analyses of driving performance scale.

  • Implement metrics and tags to provide a holistic understanding of model performance and enable the discovery of interesting scenarios for training and evaluation.

  • Develop and maintain a high availability query service to enable low-latency analysis and curation over large volumes of metric and tag data

  • Work with large datasets from various sources including real world driving as well as Waabi World, our high-fidelity simulator.

  • Champion engineering excellence, ensuring high-quality, well structured and tested code.

  • Assist in project roadmap planning, prioritisation, and delivery.

Requirements

MS/Bachelors degree with 2+ years of industry experience in Computer Science, Machine Learning and/or similar technical field(s) of study.

  • Proficient in Python programming and strong software engineering fundamentals with real-world experience writing high quality, well-structured, and well-tested code.

  • Open-minded and collaborative team player with the willingness to help others.

  • Passionate about self-driving technologies, solving hard problems, and creating innovative solutions.

Bonus Points:

  • Experience in data processing pipelines, ETL pipelines, distributed computing.

  • Experience in building highly reliable and scalable web services

  • Understanding of cloud job orchestration, monitoring, and instrumentation best-practices.

  • Experience in evaluating complex ML models or self-driving software stacks.

Benefits & conditions

The US yearly salary range for this role is: $127,000 - $223,000 USD in addition to competitive perks & benefits. Waabi (US) Inc.’s yearly salary ranges are determined based on several factors in accordance with the Company’s compensation practices. The salary base range is reflective of the minimum and maximum target for new hire salaries for the position across all US locations. Note: The Company provides additional compensation for employees in this role, including equity incentive awards and an annual performance bonus. Perks/Benefits:

  • Competitive compensation and equity awards.
  • Health and Wellness benefits encompassing Medical, Dental and Vision coverage (for full-time employees only).
  • Unlimited Vacation.
  • Flexible hours and Work from Home support.
  • Daily drinks, snacks and catered meals (when in office).
  • Regularly scheduled team building activities and social events both on-site, off-site & virtually.
  • As we grow, this list continues to evolve!

About the company

Waabi, founded by AI visionary Raquel Urtasun, is the leader in Physical AI. With a world-class team, we’re unlocking the next era of autonomous transportation with technology that’s powering commercial autonomous trucks and robotaxis. Waabi is backed by and partners with world leaders in AI, automotive, logistics, and deep tech. With offices in Toronto, San Francisco, Dallas, and Pittsburgh, Waabi is growing quickly and looking for diverse, innovative and collaborative candidates who want to impact the world in a positive way. To learn more visit: www.waabi.ai

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