Note: The job is a remote job and is open to candidates in USA. Waabi is a technology start-up building technologies to transform the way the world moves. The Evaluation Algorithms team is responsible for building the algorithms & tooling required to comprehensively evaluate the autonomy system’s performance, and the role involves developing infrastructure for statistical analyses and collaborating with various teams to support autonomous vehicle development.
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
Skills
- 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
- 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.
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