Ensure the integrity and quality of data for autonomous vehicle systems at a leading AI company.
Posted by employer 2 days ago
First seen on Joblaze 2 days ago
Last verified on the company career page 8 hours ago
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Not disclosed in this posting: compensation, visa sponsorship.
Benefits
Joblaze summary
In the role of Data Quality Specialist, the individual will focus on ensuring the accuracy and integrity of data from autonomous vehicle test drives, which is vital for enhancing self-driving technologies. Key skills include experience in data analysis, familiarity with data annotation tools, and a strong attention to detail, particularly with sensor data like LiDAR and radar. This position is suited for candidates with at least two years in data quality assurance or a related field, ideally with a background in the automotive or autonomous vehicle sectors. The team emphasizes collaboration with engineering to refine data collection methods.
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From the original posting
As a Data Quality Specialist you will be a critical component of our autonomous vehicle data pipeline. You will ensure the integrity and quality of data collected from our test vehicles, which is essential for training and improving our self-driving systems. Your meticulous review and verification processes will help maintain high data standards and facilitate the development of more accurate and reliable autonomous driving algorithms.
Review and validate data collected from test drives to ensure completeness, accuracy, and relevance
Develop and implement automation scripts to streamline data verification processes
Identify anomalies, inconsistencies, and quality issues in collected datasets
Assist with data annotation and labeling to support machine learning model training
Document quality standards and create comprehensive reports on data quality metrics
Collaborate with engineering teams to improve data collection methodologies
Support the continuous improvement of data verification workflows
2+ years experience in data analysis, quality assurance, or related technical field
Familiarity with data annotation tools and workflows
Experience with data validation techniques and quality control processes for AV domain
Attention to detail and analytical mindset
Experience with sensor data (LiDAR, radar, camera) from autonomous vehicles
Strong problem-solving abilities and communication skills
Experience with data visualization tools
Prior experience in autonomous vehicle or automotive industries
Programming skills in Python or similar languages for automation script development
Experience with Linux
Experience with software tools/services like Slack, Jira, and Confluence
Experience with Google Workspace
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