Data Engineer, Battery Technology
3 weeks ago
REQ ID – 33915592
ROLE – Data Engineer, Battery Technology
LOCATION – Cupertino - Hybrid
MAIN SKILLS – We need someone with Snowflake, Python, SQL, Tableau, Airflow, DBT, Conductor, developing machine learning solutions using Python and its associated ecosystem — numpy, pandas, TensorFlow, PyTorch
Key Qualifications:
- 6+ years as data scientist, data engineer or analyst. Battery Engineering experience desired. Working knowledge and experience with big data.
- Strong working knowledge of Snowflake, Python, SQL, Airflow and Tableau.
- Solid competency in statistics and the ability to provide value-added analysis.
- Familiar with machine learning algorithm and capable to use proper metrics to evaluate model results.
- Proficiency developing machine learning solutions using Python and its associated ecosystem — numpy, pandas, TensorFlow, PyTorch, etc.
- Experience working with large-scale data processing pipelines is a must.
Job Description:
- Deliver high quality analytic insights from a large data warehouse, especially time series data
- Experience working in a cloud-native environment such as Snowflake
- Demonstrated abilities in problem formulation, algorithm design, and model building, including statistical analysis and evaluation.
- Compare the results of predicted values and actual values, based on historical data availability
- Write Python programs to implement Machine Learning functions and maintain revision in Github. Utilize advanced technologies, for modeling enhancements
- Understand end to end nature of Apple DB to organize proper sample size, proper key pull and minimize SQA issues with maximum efficiency
- Drive development of data products in collaboration with data scientists and analysts. Automate reporting where possible to make team more efficient
- Be able to analyze factory, user, and failure data and use engineering understanding mechanisms to resolve battery problems
- Work with diverse teams including data scientists, engineers, product managers and executives
- Write programs for data filtering, organization, reporting. Write programs for uploading to and maintaining data in SQL database. Develop basic data management and selection programs on SQL.
- Maintain software traceability through GitHub
Education:
MS or Ph.D. in Computer Science, Software Engineer, Data Science, Machine Learning, Statistics, Operations Research or related field.
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