Micron Technology is looking to transform how the world uses information to enrich life for all by delivering industry-winning machine learning solutions to power Micron’s dominance in the highly competitive memory solutions market.
Requirements
- 2+ years of experience in building and executing end-to-end ML systems automating training, testing, and deploying Machine Learning models in cloud platforms.
- 2+ years of strong working knowledge of databases (Oracle, MSSQL, Snowflake, or BigQuery)
- 2+ years of experience with machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
- 2+ years building scalable ETL pipelines with big data processing and/or developing applications and data sources using (Airflow/Kubeflow/Dataflow)
- Strong programming skills in one of the following, Python or Java
- Understanding of Prompt Engineering, NLP, RAG Fine-Tuning using one or more of Langchain, DsPy, Semantic Kernel, Tensorflow, and Pytorch.
- Experience with continuous integration/continuous delivery (CI/CD) using tools (Jenkins, Git, Docker, Kubernetes and containerization)
Responsibilities
- Analyze existing Micron data sets to identify patterns, trends, and insights that can enhance machine learning model development.
- Design, implement, and iterate on machine learning models to address specific business challenges and enhance product functionality.
- Build and maintain Data/Solution Pipeline Engineering to ensure a robust and scalable data infrastructure that supports the training and deployment of machine learning models.
- Build custom software components and analytics applications.
- Create/Maintain CI/CD pipelines of machine learning solutions in the cloud environment.
- Implement strategies for deploying machine learning models into production environments.
- Establish and maintain monitoring systems to track the performance of deployed models and facilitate continuous improvement.
Other
- Master's degree in Computer Science, Machine Learning, Data Science, Statistics, or a field closely related to AI and Machine Learning.
- Outstanding analytical thinking, interpersonal, oral, and written
- Ability to prioritize and meet critical project timelines in a fast-paced environment.
- Robust paid time-off program and paid holidays.
- Medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget.
