Machine Learning Engineer

Micron Technology Inc

Boise, ID

JOB DETAILS
SKILLS
Algorithms, Apache Kafka, Artificial Intelligence (AI), Budgeting, Career Counseling, Cloud Computing, Communication Skills, Computer Science, Continuous Deployment/Delivery, Continuous Improvement, Continuous Integration, Data Analysis, Data Entry, Data Management, Data Quality, Data Science, Data Sets, Data Structures, Database Extract Transform and Load (ETL), Deep Learning, Docker, GCP (Good Clinical Practices), Git, Healthcare, Information Technology & Information Systems, Java, Jenkins, Machine Learning, Memory Hardware, Messaging Technology, Microsoft Windows Azure, Performance Analysis, Performance Modeling, Predictive Modeling, Production Systems, Python Programming/Scripting Language, Reinforcement Learning, SQL (Structured Query Language), Semiconductors, Snowflake Schema, Statistics, Systems Maintenance, Team Player, Test Automation, Trend Analysis, Writing Skills
LOCATION
Boise, ID
POSTED
30+ days ago

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.

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.

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.

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.

Work in a technical team through development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics using machine learning and artificial intelligence. Communicate findings, insights, and recommendations to both technical and non-technical stakeholders in a clear and accessible manner.

Requirements

Employer will accept a Masters degree in Computer Science, Machine Learning, Data Science, Statistics, Information Technology, or a field closely related to AI and ML and 2 years of experience in the job offered or in an Engineering-related occupation.

Technical Skills

The following technical skills are required:

  1. Building and executing end-to-end ML systems automating training, testing, and deploying Machine Learning models in cloud platforms
  2. Machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
  3. Prediction (regression) and classification algorithms and familiarity with deep learning, reinforcement learning and generative AI
  4. One of the following: Python or Java
  5. Building event driven pipelines using messaging systems like Pub/Sub, Solace or Kafka
  6. Developing ETL/ELT pipelines using Kubeflow, Dataflow and/or Airflow
  7. Data architecture, encompassing data structures and schemas, along with strong SQL writing and comprehension skills
  8. Continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)

About Micron Technology

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.

Equal Opportunity Employer

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.

To Learn More

To learn about your right to work click here. To learn more about Micron, please visit micron.com/careers.

Application Assistance

For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron's People Organization at hrsupport_na@micron.com or 1-800-336-8918 (select option #3).

Child Labor and Labor Standards

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.

AI and Resume Enhancement

AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidates true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.

Fraud Alert

Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.

About the Company

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Micron Technology Inc