Micron Technology

Intern - ML/AI Engineer (STPG PE)

Micron Technology
Integrated Device ManufacturingSingapore, SingaporeFull-time1 months ago

About the role

AI summarised

Intern ML/AI Engineer role at Micron Technology, a semiconductor memory and storage solutions company. The intern will develop machine learning models and data pipelines to optimize manufacturing processes, working with large datasets and collaborating with engineering teams.

IDMFull-timeSTPG

Key Responsibilities

  • Build, develop, and program methods, processes, and systems that consolidate and analyze unstructured, diverse data sources. Use these insights to improve client services and products.
  • Develop and code software programs, algorithms, and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources.
  • Model Development & Feature Engineering: Develop predictive models using machine learning techniques (such as regression, classification, and clustering) to optimize manufacturing processes and improve product quality.
  • Visualization: Create clear and informative visualizations to communicate findings and insights to stakeholders.
  • Collaborate with functional domain guides across product engineering teams to understand domain problems and determine solutions
  • Continuous Improvement: Stay up to date with industry trends, research advancements, and emerging technologies in data science and semiconductor manufacturing.

Requirements

  • Master's degree or higher in Computer Science, Statistics, Engineering, or a related field.
  • Hands-on experience working with data analytics, preferably within the semiconductor or high-tech manufacturing industry.
  • Foundation in statistical modeling, sophisticated analytics, and modern machine learning techniques.
  • Proficiency in Python, SQL, and deep learning frameworks such as TensorFlow or PyTorch.
  • Experience working with GCP services including BigQuery, Vertex AI, and Cloud Functions.
  • Strong skills in data visualization using Power BI, Tableau, or equivalent tools.
  • Excellent communication and teamwork skills across technical and non-technical stakeholders.
  • Excellent problem-solving skills