Senior Software Engineer, ML Loop

Responsibilities

• Design and lead cloud and in-car data mining strategy and operations, provide strong support to corner case identification, data delivery and case resolution for perception and E2E models.
• Leverage AI and build software technology to accelerate in-car mining speed and quality. Work with the platform team to make sure in-car modules provide sufficient capability to support data collection needs.
• Design and implement operational processes using data analysis, big data and software techniques to ensure data collected via collection and production vehicles are of high quality for model training.
• What We Need to See
• Deep understanding of AV data format and data content, including sensors and log information. Proficient in using visualization and mining tools related to these data.
• Understand data closed-loop methodology for improving model performance and hands-on experience with large scale data operation to practise such methodology.
• Proficiency with modern data technology stacks, have solid foundations in statistics and machine learning fields.
• Excellent communication skills and a collaborative, team-focused approach.
• Bachelor’s degree in Computer Science or related field, or equivalent experience, with 8+ years in relevant industry or research roles.
• Ways to Stand Out from the crowd

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