Backend engineer building AI - powered 3D design review systems for CoLab, which helps mechanical engineering teams bring complex products to market faster. Developing scalable CAD, ML, and rule - based review infrastructure.
About the role
- Software Engineer developing evaluation infrastructure for Waabi, leading in Physical AI. Collaborate on algorithms for autonomous systems and leverage advanced simulation technology.
Responsibilities
- 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
- 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!
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