Advanced Multiscale Process Modeling Engineer

Micron Technology
Experience : 4 Years
Education : ME/M.Tech, MS, M Phil / Phd
Location : Hyderabad
Job Role : Others
Posted on 04 Jan 20
Job is expired
Job DescriptionLast Date 09 Feb 20
Advanced Multiscale Process Modeling Engineer

Location: Hyderabad, AP, IN

Company: Micron

Responsibilities include but are not limited to:
  • Development of unit-process models and its cross-interactions in a process flow
  • Perform process space exploration, and statistical studies to derive margin and sensitivity
  • Perform process simulations, validation, optimization, and devise predictive control strategies
  • Build unit-process models to better predict memory scaling roadmap
  • Estimate impact of process on structural stability, electrical performance, yield, and reliability
  • Model and simulate processes at reactor-, wafer-, die-, and feature-scale
  • Modeling of plasma in reactor/equipment, plasma-surface/materials interactions, and feature profile evolution
  • Process simulations using various methods: MC, MD, phase-field, cellular-automata, level-set, computational fluid dynamics (NS and LBM),reactive multiphase flows, micro-/nano-fluidics, immersed boundary, mesh-free, and various finite-differences, finite-elements, and finite volume simulations of mass, heat, and fluid transport
  • Perform mesh generation, structure conversions, algorithms and software development, large-scale visualization, and parallel programming
  • Development of advanced numerical methods, meshing algorithms, multi-scale modeling and coupling schemes, and stand-alone applications
  • Work with process teams and equipment suppliers to deliver process-equipment models to process teams
  • Develop stress/strain models that captures process-induced deformation and failures using finite element structural mechanics, thermo-mechanical, and fluid-structure simulations
  • Apply and implement ML/AI techniques for process analytics
  • Design, develop, test, deploy and maintain applications/software

Qualifications:
  • 3+ years of experience in the use of process modeling tools
  • 3+ years of experience in multi-scale multi-physics modeling/simulations
  • 2+ years of experience in statistical, machine learning, and AI techniques
  • 2+ years of experience with stress/strain modeling
  • Strong background in thermodynamics and kinetics
  • Strong background in semiconductor processes and fabrication
  • Strong background in machine learning algorithms and image processing
  • Strong knowledge of solid mechanics
  • Experience with application development is strongly desired
  • Excellent verbal and written communication skills with the ability to operate across large teams in a fast-paced dynamic environment

Education: A MS/M.Tech or PhD in Chemical Engineering, Electrical Engineering, Computer Science, Materials Science, Physics, Chemistry, Mechanical Engineering, 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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