Sr Engineer, Data Science
Core
Develop and deploy smart manufacturing applications and data science strategies to automate industrial manufacturing processes at Micron Fabs.
Role type
Senior IC data scientist (smart manufacturing)
Builds
Smart manufacturing applications and data-driven solutions for semiconductor fabs
Domain
Semiconductor manufacturing / Industrial IoT
Deliverable
production ML models | product features
Required skills
Python, R, SQL, statistical modeling, feature extraction, supervised/unsupervised/semi-supervised learning, full stack application development, cloud data engineering, API building, UI/UX design, web technologies
Preferred skills
Angular, Javascript, CSS, Dotnet, C#, Hadoop stack (Hive, HDFS, HBase, Spark), pySpark, SparkR, SparklyR, Tensorflow, time series analysis, image processing, Manufacturing Execution Systems (MES), GCP
Technologies
Python, R, SQL, Angular, Javascript, CSS, Dotnet, C#, Hadoop, Hive, HDFS, HBase, Spark, pySpark, SparkR, SparklyR, Tensorflow, GCP
Responsibilities
Develop and deploy smart manufacturing applications to all Micron Fabs; influence and develop data science strategies; provide technical consulting and hands-on assistance to Fab area teams; extract data from databases and apply cleansing and outlier identification techniques; build APIs for application integration
Seniority
Senior, hands-on IC