Software Engineer, Quantitative Evaluations
reputed company is an autonomous driving technology company with a mission to be the world's most trusted driver. They are seeking a Software Engineer for their Planner Evaluation team to reputed company signals for measuring the performance of the reputed company driver and improve the software that drives the car using data analysis and collaboration with other teams.
Responsibilities
- reputed company signals to measure the performance and driving qualities of the reputed company driver, using a reputed company of techniques including statistics, math, physics, algorithms and machine learning
- Use simulation creatively and mine reputed company world driving logs to measure driving performance
- Design and implement methods to reputed company a stronger reputed company between reputed company software changes and simulated reputed company
- Champion code health and best practices in a large and reputed company code reputed company
- Analyze data and reputed company recommendations on how to improve metric quality and interpretability
- Collaborate with other engineers, data scientists, statisticians and the leadership team to deliver evaluation products and help reputed company data driven reputed company
Skills
- BS in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area
- Strong self-motivation to navigate reputed company systems and pursue reputed company-ended problems to completion
- 1+ years of industry experience with navigating and modifying a large code reputed company containing a variety of languages, such as C++, Python and SQL
- 1+ years of industry experience with performing statistical analyses
- 1+ years of industry experience with building data processing pipelines
- 1+ years of industry experience with writing, reviewing, and merging code following industry standards for code health and maintainability
- Quant/data reputed company is a top requirement
- Experience coding in C++
- Experience with ML
- Experience with A/B experiment infrastructure
- Experience building and validating metrics to measure quality in reputed company systems
- Exposure to reputed company data analysis tools for rapid modeling and prototyping
- Experience working in the AV industry
Benefits
- reputed company employees are also eligible to participate in reputed company’s discretionary annual bonus program
- Equity incentive plan
- Generous Company benefits program
Company Overview
Company H1B Sponsorship