Machine Learning Engineer
Machine Learning Engineer
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Job Description
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 ambitiousMachine LearningEngineer. 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 enabletodeliver industrywinning machine learning solutions to power Microns dominance in the highlycompetitivememory solutions market. Qualified applicants willhave experiencein a variety of dataand cloudtechnologies and have extensive practice modeling data querying anddeployingscalable pipelinestoexecute machine learning models. You will collaborate with Data ScientistsMLEngineers DataEngineers andexpert userstobuild and deployscalableAI/ML solutions that drive value and insight fromMicronsmanufacturing 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 andoptimizedata structures in data management systems (Cloud platforms Snowflake GCP Azure)toenableAI/ML solutions.
Model Deployment and Monitoring
Build custom software components and analytics applications.
Create/Maintain CI/CD pipelines of machine learningsolutionsin thecloudenvironment.
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 analyticsusing machine learning and artificial intelligence.
Convey findings insights and recommendations to both technical and nontechnical customers in a clear and accessible manner.
Outstanding analytical thinking interpersonal oral and written
Ability to prioritize and meet critical project timelines in a fastpacedenvironment.
Minimum Qualifications:
Masters degree in Computer ScienceMachine Learning Data Science Statistics or a field closely related to AI and Machine Learning.
2 years of experience in building and executingendtoend ML systemsautomatingtraining testing and deploying Machine Learningmodelsincloud platforms.
2 years of strong working knowledge of databases (Oracle MSSQLSnowflake orBigQuery)
2 years of experience with machine learning frameworks (TensorFlowPyTorchscikitlearn etc.
2 yearsbuilding scalableETLpipelines with big data processing and/or developing applications and data sources using (Airflow/Kubeflow/Dataflow)
Strong programming skills in one of the following PythonorJava
Understanding of Prompt Engineering NLP RAG FineTuning 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)
Solid understanding of prediction (regression) and classification algorithms and familiarity with deep learning reinforcement learning and generative AI.
Experience developingMachine Learning or Artifical Intelligence solutionswith either Python
Experience in cloud platform technologies in either of GCPAWS AZURE
Preferred Qualifications:
PhD in Computer ScienceMachine Learning Data Science Statistics or a field closely related to AI and Machine Learning.
Familiarity with Data architecture (data structures data schemas etc..
Deep knowledge of math probabilitystatisticsand algorithms
Demonstrated ability to study and transform data science prototypesinto productionsolutions.
Knowledge of computer vision and/or signal processing including techniques for classification and feature extraction
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 timeoff program and paid holidays. For additional information regarding the Benefit programs available please see the Benefits Guide posted on 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 US Sites Only: To request assistance with the application process and/or for reasonable accommodations please contact Microns People Organization at or(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.
Employment Type
Full-Time
