GlobalFoundries : Data Engineer - Machine Learning/Data Science
Job Title: Data Engineer – Machine Learning/Data Science
Company Name: GlobalFoundries
Location: Bangalore Urban, Karnataka, India
Job Type: Full-time
Work Type: On-site
Job Description:
Essential Responsibilities:
> Build tools to automate and improve development and release processes and deploy Machine Learning (ML) to large production environments.
> Utilize Versioning Repository tools, Continuous Integration Frameworks, Application Containerization, Automation Deployment, Code Quality, and Code Security Scanning tools.
> Design, build, and maintain efficient, reusable, and tested code in Python and other applicable languages and library tools.
> Design modern data pipeline architectures and build tooling to efficiently tackle Big Data projects in a multi-cloud environment.
> Able to handle multiple projects.
> Present project status to peers and the leadership team as needed, and collaborate across organizational boundaries.
Required Qualifications:
> B.S. in Computer Science, Software Engineering, or equivalent field with 2-4 years of industrial experience, or M.S. with 1-3 years’ experience.
> Experience with full-stack development.
> Understanding of REST APIs, and JSON data format.
> Experience with ML services in the AWS ecosystem.
> Experience with the deployment of big data ETL pipelines in the cloud, e.g. PySpark.
> Experience with SQL and NoSQL databases, Python, and Docker containers.
> Exposure to and/or understanding of ML tools/libraries such as TensorFlow/Keras, PyTorch, and Pandas.
> Understanding of advanced data analytics and machine learning.
> Prior experience architecting end-to-end pipelines for ML and Analytics using AWS services.
> Understanding of MLOps tools and flow.