Sr Engineer, ML, SMAI

1000 Micron Technology, Inc.; Boise (ID); Vor Ort; USD 140.000 - 190.000; Vollzeit

Benefits dieser Stelle

Medical, dental and vision plans

Paid time off & holidays

Competitive benefits

Zusammenfassung

Micron Technology, Inc. seeks a data/ML platform engineer to design, implement, and maintain scalable data infrastructures in cloud environments for training and deploying ML models.

You will collaborate with cross-functional teams to enhance model development through data preprocessing and feature engineering, and build analytics applications. The role focuses on deploying enterprise-grade ML solutions, optimizing compute costs, and integrating Generative AI capabilities across products.

Jobbeschreibung

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.

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. 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. 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. Build custom software components and analytics applications.

Design & 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. Create/Maintain CI/CD pipelines of machine learning solutions in the cloud environment. Collaborate with the Product and Engineering teams to identify opportunities for integrating Generative artificial intelligence capabilities into Project solutions/platform.

Collaborate with the Product team to design a Tactical roadmap for the adoption of Generative AI Technologies, paradigms & frameworks following organizational best practices. Design, develop, and deploy enterprise-grade applications leveraging Generative AI technologies, including large language models (LLMs), multimodal architectures, and advanced prompt engineering. Responsibilities include fine-tuning pre-trained models on domain-specific datasets, implementing retrieval-augmented generation (RAG) for knowledge grounding, and building agentic systems that orchestrate autonomous workflows and integrate with domain-specific APIs.

Employer will accept a Master’s degree in Computer Science, Machine Learning, Data Science, Statistics, Industrial Engineering, or a related field and 1 year of experience in the job offered or related occupation. Alternatively, employer will accept a Bachelor’s degree in Computer Science, Machine Learning, Data Science, Statistics, Industrial Engineering, or a related field and 3 year of experience in the job offered or related occupation.

Position requires:

1. Enterprise-grade end-to-end machine learning systems in cloud environments
2. Regression and classification algorithms, deep learning, reinforcement learning, and generative AI
3. Event-driven pipelines using Pub/Sub, Solace, or Kafka
4. Docker and Kubernetes
5. ETL/ELT pipelines with Kubeflow, Dataflow, or Airflow
6. SQL
7. API development (RESTful APIs) for machine learning models
8. LLMs, multimodal models, prompt engineering, and agentic systems
9. Retrieval-Augmented Generation (RAG) and fine-tuning domain specific models
10. Semiconductor manufacturing big data

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.

Micron benefits include:

• 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
• Benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave
• 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.

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.