Senior Data Engineer
4 weeks ago
Are you a data-driven professional with a passion for manufacturing analytics? Do you have experience with data pipelines and quality assurance? If so, this role is for you.
The Senior Data Engineer will play a crucial role in developing robust data pipelines to monitor high voltage battery systems using manufacturing end-of-line data. This role will contribute to enhancing the overall quality and reliability of high voltage battery systems through data-driven insights.
This role is growing in response to the dramatic growth of hybrid and electric vehicle markets as well as GM's expanding Electrification portfolio.
In this role, you must have a passion for data-driven results and a desire to become an integral part of our exciting new corporate vision: Zero Crashes, Zero Emissions, and Zero Congestion.
Responsibilities:- Design, build, and maintain scalable data pipelines to process manufacturing end-of-line data.
- Build data quality monitoring processes to detect and resolve data anomalies.
- Collaborate with data scientists to build engineered features and data pipelines for prognostics algorithms.
- Implement and oversee data governance policies to ensure data integrity, security, and compliance.
- Actively participate in analytics forums and cross-functional groups, sharing knowledge and insights within and beyond the battery engineering domain.
- Bachelor of Science degree in Engineering, Computer Science, Statistics, or Data Analytics.
- 5+ years of experience utilizing data analysis methods and success solving complex problems.
- 2+ years of experience working with manufacturing end-of-line data.
- Proficiency using relevant tools: Python, Spark, Hive, MATLAB, Power BI, Tableau, R.
- Familiarity with continuous integration and continuous deployment methodologies and their application in data engineering and analytics workflows.
- Real-world experience using Databricks platform.
- Capable of converting ambiguous problem statements into concrete project requirements.
- Passion for data-driven results and customer initiatives.
- Knowledge of high voltage batteries and electrification subsystems.
- Master's in Computer Science, Electrical Engineering, or Data Analytics.
- Databricks certification.
- Familiarity with Microsoft Azure platform.
- 8+ years of experience utilizing data analysis methods and success solving complex problems.
- High voltage battery design, control, or calibration experience.
- Familiarity with battery manufacturing processes and methods.
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