Machine Learning Engineer

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

The Smart Manufacturing and AI team at Micron Technology is looking for an ambitious Machine Learning Engineer. Are you curious, high velocity, and ready to solve complex problems? Do you dream in data science and machine learning models? If so, we want you to join us!

Our mission is to enable to deliver industry-winning machine learning solutions to power Micron’s dominance in the highly competitive memory solutions market. Qualified applicants will have experience in a variety of data and cloud technologies and have extensive practice modeling data, querying, and deploying scalable pipelines to execute machine learning models. You will collaborate with Data Scientists, ML Engineers, Data Engineers, and expert users to build and deploy scalable AI/ML solutions that drive value and insight from Micron’s manufacturing processes and systems.

Responsibilities include, but not limited to:  

Data Analysis and Modeling

• 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 knowledge by keeping up with latest advancements in machine learning and artificial intelligence (AI), integrating new techniques and technologies into our MLOPS development process.

Data infrastructure

• 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.

• Collaborate on data preprocessing and feature engineering to enhance the quality of input data for machine learning models.

• Design and optimize data structures in data management systems (Cloud platforms - Snowflake, GCP, Azure) to enable AI/ML solutions. 

Model Deployment and Monitoring

• 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.

• Responsible for selecting best model to meet both model performance and minimize compute costs.

• Establish and maintain monitoring systems to track the performance of deployed models and facilitate continuous improvement.

Generative AI Integration Strategy

• Collaborate with the Product and Engineering teams to find opportunities for integrating machine learning and Generative artificial intelligence capabilities into Project solutions/platform.

• Collaborate with the Product team to craft a Tactical roadmap for the adoption of machine learning technologies, paradigms & frameworks following standard methodologies.

Communication

• Work in a technical team through development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics using machine learning and artificial intelligence.  

• Convey findings, insights, and recommendations to both technical and non-technical customers in a clear and accessible manner.

Minimum Qualifications:  

• Master's degree in Computer Science, Machine Learning, Data Science, Statistics, or a field closely related to AI and Machine Learning. 

• 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 experience with machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)  

• Solid understanding of prediction (regression) and classification algorithms and familiarity with deep learning, reinforcement learning and generative AI.

• Strong programming skills in one of the following, Python or Java 

• Experience developing Machine Learning or Artifical Intelligence solutions with either Python, AWS, AZURE, GCP  

• Experience using Docker, Kubernetes and containerization.

• Experience using ETL to develop pipelines (Airflow/Kubeflow/Dataflow)

• Intermediate proficiency with writing and understanding SQL.

• Familiarity with Data architecture (data structures, data schemas, etc.).  

• Outstanding analytical thinking, interpersonal, oral, and written

• Ability to prioritize and meet critical project timelines in a fast-paced environment.  

• Self-motivated and team-oriented  

Preferred Qualifications:  

• PhD in Computer Science, Machine Learning, Data Science, Statistics, or a field closely related to AI and Machine Learning. 

• 2+ years of strong working knowledge of databases (Oracle, MSSQL, Snowflake, or BigQuery)   

• 2+ years building scalable ETL pipelines with big data processing and/or developing applications and data sources.  

• Deep knowledge of math, probability, statistics, and algorithms  

• Demonstrated ability to study and transform data science prototypes into production solutions.

• Understanding of Prompt Engineering, NLP, RAG Fine-Tuning using one or more of Langchain, DsPy, Semantic Kernel, Tensorflow, and Pytorch.

• Knowledge of computer vision and/or signal processing including techniques for classification and feature extraction 

• Experience with continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)  

As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future.  We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget.  Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave.  Additionally, Micron benefits include a robust paid time-off program and paid holidays.  For additional information regarding the Benefit programs available, please see the Benefits Guide posted on micron.com/careers/benefits.

Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.

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To learn more about Micron, please visit micron.com/careers

For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at  [email protected] or 1-800-336-8918 (select option #3)

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.