À propos
Micron Technology is a world leader in innovating memory and storage solutions. They are seeking a Machine Learning Engineer to analyze data sets, design and implement machine learning models, and maintain data pipelines while collaborating with technical teams to enhance product functionality.
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 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.
Qualifications : Required : • Masters degree in Computer Science, Machine Learning, Data Science, Statistics, Information Technology, or a field closely related to AI and ML • 2 years of experience in the job offered or in an Engineering-related occupation • Building and executing end-to-end ML systems automating training, testing, and deploying Machine Learning models in cloud platforms • Machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.) • Prediction (regression) and classification algorithms and familiarity with deep learning, reinforcement learning and generative AI • One of the following: Python or Java • Building event driven pipelines using messaging systems like Pub/Sub, Solace or Kafka • Developing ETL/ELT pipelines using Kubeflow, Dataflow and/or Airflow • Data architecture, encompassing data structures and schemas, along with strong SQL writing and comprehension skills • Continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)
Company :
Micron Technology is a semiconductor company that produces DRAM, SDRAM, flash memory, SSD and CMOS image sensing chips. Founded in 1978, the company is headquartered in Boise, USA, with a team of 10001+ employees. The company is currently Late Stage.
Compétences linguistiques
- English
Avis aux utilisateurs
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