A leading autonomous driving technology company is seeking an experienced professional to develop importance sampling techniques and find significant signals in evaluation logs. The ideal candidate has over 5 years of experience navigating complex codebases in languages like C++, Python, and SQL, along with a strong background in statistics. This role offers a competitive salary ranging from $204,000 to $259,000 and includes participation in an annual bonus program and equity incentive plan.
Qualifications
5+ years of experience navigating and modifying large codebases.
Experience in performing statistical analyses.
Proven experience building data processing pipelines.
Responsibilities
Develop importance sampling techniques for better evaluation signals.
Find rare and significant signals in logs and simulations.
Collaborate with engineers and data scientists to deliver evaluation products.
Skills
Fluency with probability and statistics
Strong self-motivation
Coding in C++, Python, and SQL
Statistical analysis
Building data processing pipelines
Education
BS in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area
Job description
A leading autonomous driving technology company is seeking an experienced professional to develop importance sampling techniques and find significant signals in evaluation logs. The ideal candidate has over 5 years of experience navigating complex codebases in languages like C++, Python, and SQL, along with a strong background in statistics. This role offers a competitive salary ranging from $204,000 to $259,000 and includes participation in an annual bonus program and equity incentive plan.