Data Scientist – AV Metrics & Evaluation Analytics
Austin, Texasfull time
Remote
entry
H1B: no
Avride Data Scientist at Avride designs and implements quantitative metrics to evaluate autonomous vehicle system performance. The role involves analyzing real-world and simulated driving data to ensure safety and reliability.
Responsibilities
We are seeking a skilled Data Scientist to join our team and play a pivotal role in defining and evaluating the performance of autonomous vehicle systems. You will design and implement quantitative metrics to assess driving behavior, safety compliance, and passenger comfort. Your work will involve analyzing large datasets, applying statistical methods, and collaborating with cross-functional teams to ensure our self-driving systems meet the highest standards of safety and reliability. This role offers the opportunity to make a significant impact on the future of autonomous driving technology.
Analyze data from real-world and simulated autonomous vehicle experiments to evaluate system performance.
Develop and refine quantitative metrics (both rule-based and ML-driven) to assess driving behavior, safety, and passenger comfort.
Apply statistical inference and hypothesis testing to validate the sensitivity and reliability of metrics.
Collaborate with autonomy software, simulation, and safety teams to prioritize improvements based on data-driven insights.
Build scalable data pipelines to automate metric computation and reporting.
Review driving logs and participate in test rides to ground analyses in real-world performance.
Qualification
2+ years of experience in data scienceExperience with machine learning (eFamiliarity with big data tools (Spark
Required
2+ years of experience in data science, applied statistics, or metrics development.
Experience designing metrics to evaluate complex systems (e.g., robotics, autonomous systems, or large-scale software).
Ability to communicate technical findings to cross-functional stakeholders.
Preferred
Experience with machine learning (e.g., model evaluation, feature engineering).
Familiarity with big data tools (Spark, Hadoop, MapReduce).
Knowledge of traffic regulations or automotive safety standards (e.g., NHTSA).
Candidates are required to be authorized to work in the U.S. The employer is not offering relocation, sponsorship, and remote work options are not available.
Avride is an equal opportunity employer and committed to providing reasonable accommodations to qualified applicants and employees with disabilities to ensure they have equal access to employment opportunities. Avride complies with the Americans with Disabilities Act (ADA), if you need a reasonable accommodation to assist with the application or hiring process, or to perform the essential functions of a job, please email jobs@avride.ai.
