Advanced 3D Process Integration And Analytics Modeling Engineer

Micron Technology
Experience : 4 Years
Education : BE/B.Tech
Location : Hyderabad
Job Role : Engineer
Posted on 04 Jan 20
Job is expired
Job DescriptionLast Date 09 Feb 20
Advanced 3D Process Integration and Analytics Modeling Engineer

Location: Hyderabad, AP, IN

Company: Micron

Responsibilities include but are not limited to:
  • Development of 3D models through process flows for DRAM, NAND, and EM technologies
  • Estimate impact of individual process/structure variations on the completed chip structure
  • Perform margin analysis, variation studies, and identify failure modes
  • Build 3D models for scaling studies
  • Perform mesh generation, structure conversions, software development, large-scale 3D structure generation and visualization, and parallel programming
  • Design and develop machine learning tools toward a common platform
  • Define, design, and implement analytic applications that extracts data and images as inputs from relational databases and various data sources to build predictive statistical models
  • Work with process engineers and database developers to implement comprehensive database solutions
  • Work with engineers from TCAD, process integration, process development, as well as program manager and computational engineers to drive accelerated technology development
  • Develop stress/strain models that captures thermally-induced deformation and failures in complex 3D structures 
  • Development of advanced numerical methods, meshing algorithms, multi-scale modeling and coupling schemes, and stand-alone applications
  • Expert use of hierarchical high-dimensional stress modeling

  • 3+ years of industry experience in the use of process integration modeling tools
  • 3+ years of experience in statistical and machine learning techniques
  • 3+ years of experience in multi-scale modeling and simulations
  • 3+ years of experience with stress/strain modeling
  • Experience with application development is strongly desired
  • Strong background in semiconductor processes and integration
  • Strong background in data science techniques, relational databases, machine learning algorithms, and image processing
  • Background in Python, Hadoop, Java, and SQL
  • Strong knowledge of solid mechanics
  • Excellent verbal and written communication skills with the ability to operate independently across large teams in a fast-paced dynamic environment
Education: A M.S. or PhD in Electrical Engineering, Computer Science, Chemical Engineering, Mechanical Engineering, Materials Science, Physics, or related discipline.
Job Type : Full Time
Interview Type : Face to Face Interview
Company Description
At Micron we value collaboration and our teams. Because that's where the best ideas and breakthroughs are born. Our team members, partners, customers, and leadership work closely together to deliver — setting a high bar for ourselves and our industry. Because transformation always starts within.

Job is expired
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