Autonomous Vehicle Data Quality Specialist

Avride; Austin (TX); On-site; USD 95,000 - 130,000; Full time

Job summary

Avride is seeking a Data Quality Analyst to validate and analyze real-world data from autonomous vehicle scenarios collected across Austin. You will collaborate with production teams to develop quality metrics and ensure dataset quality across multiple annotation workflows.

You’ll analyze samples, identify edge cases, monitor metrics, and help automate validation with Python and ClickHouse. A technical degree and strong attention to detail are required; experience with Pandas and SQL is a plus.

Qualifications

• Degree in a technical field with strong analytical thinking and attention to detail.
• Strong Python skills for data processing and analysis (Pandas).
• Ability to query databases and work with analytical data stacks.

Responsibilities

• Analyze individual samples of data to understand what happened and factors involved.
• Identify edge cases and scenarios needing additional investigation.
• Monitor quality metrics regularly and investigate anomalies.
• Analyze dataset balance and completeness across locations, scenarios, and labels.
• Assess how new scenes contribute to data quality and coverage.

Skills

Python

Pandas

Data analysis

SQL

Attention to detail

Education

Bachelor's degree in a technical field

Tools

ClickHouse

Job description

Avride is seeking a Data Quality Analyst to validate and analyze real-world data from autonomous vehicle scenarios collected across Austin. You will collaborate with production teams to develop quality metrics and ensure dataset quality across multiple annotation workflows.

You’ll analyze samples, identify edge cases, monitor metrics, and help automate validation with Python and ClickHouse. A technical degree and strong attention to detail are required; experience with Pandas and SQL is a plus.