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Job id : 43381

Advanced Process Modeling Engineer

Advanced Process Modeling Engineer

  Hyderabad
   Micron        Hyderabad
  2 years ago      12 Applied

JOB ID:43381

Job details

Job Type

  Full Time

Functional Area

IT/Software Development - DBA/Datawarehousing

Industry

Electrical/Electronics/Semiconductor

Education

Not Specified

Experience Required

  5 - 10 Yrs

Key Skills Required

  sql, mysql, nosql, azure, aws, and gcp, apache spark, hadoop, kafka

Other Skills Required

 

Job Description

Micron Technology’s vision is to transform how the world uses information to enrich life and our commitment to people, innovation, tenacity, collaboration, and customer focus allows us to fulfill our mission to be a global leader in memory and storage solutions. This means conducting business with integrity, accountability, and professionalism while supporting our global community.In the TDE Modeling Group in Hyderabad, IN, you will work in a multi-functional team of engineers highly skilled in modeling of materials, process, structure, and reactors. This team’s primary responsibility is to support TDE modeling team in Boise, ID, US, to enable faster and cheaper discovery of potential solutions to Micron’s most significant challenges in Memory technology development.Your role comprises mainly executing a project that directly complements one of our group’s critical program. This project will involve development and deployment of process modeling and process analytics capabiliti...  See More
Micron Technology’s vision is to transform how the world uses information to enrich life and our commitment to people, innovation, tenacity, collaboration, and customer focus allows us to fulfill our mission to be a global leader in memory and storage solutions. This means conducting business with integrity, accountability, and professionalism while supporting our global community.In the TDE Modeling Group in Hyderabad, IN, you will work in a multi-functional team of engineers highly skilled in modeling of materials, process, structure, and reactors. This team’s primary responsibility is to support TDE modeling team in Boise, ID, US, to enable faster and cheaper discovery of potential solutions to Micron’s most significant challenges in Memory technology development.Your role comprises mainly executing a project that directly complements one of our group’s critical program. This project will involve development and deployment of process modeling and process analytics capabilities using hybrid ML/DL/AI techniques. You are expected to work in a dynamic and fast-paced team environment developing models and reporting results to the TDE team and collaborating with them on next steps. This position seeks individuals that can code and implement descriptive, predictive, and prescriptive models.Qualifications:
Excellent written and verbal communication
Exemplary teamwork
Background in semiconductor process integration is encouraged
Previous software development experience
Experience with working in Agile environment
Familiarity with administering Linux systems and software
Experience working with open-source software
Eagerness to learn new tools and technologies
Experience in numerical methods and scientific computing
Familiarity with FEA methods and implementations is a plus
Experience with Python, Perl, Java, SQL, or C++
Strong background in machine learning, deep learning, AI concepts and applications
Familiarity with deep learning frameworks like TensorFlow, Keras, etc.
Familiarity with data marts/lakes/warehouses etc.
Experience with data modeling, data mining, data warehousing, and ETL pipelines creation
Experience with databases (SQL, MySQL, NoSQL, etc.) and data warehousing
Familiarity with Azure, AWS, and GCP services
Familiarity with Data Visualization using tools such as Tableau, etc.
Experience with Apache Spark, Hadoop, Kafka, etc.
Experience in development of distributed RESTful API and web services
Education:Bachelors (top of the class), Masters (top of the class), or Ph.D. in Computer Science, Electrical Engineering, Mathematics, Statistics, Chemical Engineering, or Materials Science.
Experience:5+ years relevant in modelingLocation: Hyderabad See Less
About Company
Micron began in 1978 as a four-person semiconductor design company in the basement of a Boise, Idaho, dental office. Today, we are a global leader in the semiconductor industry with a track record of innovation that includes 40 years of industry firsts. From mobile phones to connected cars and homes — our innovative technology is changing how the world works, plays, communicates and connects.
Micron in India
Micron is excited to be expanding the company’s presence in India to better serve our global customers and help drive the development of some of the company’s most advanced technology. Micron’s new sites in Bengaluru and Hyderabad will include, engineering, IT and support functions. Micron believes in fostering a supportive work environment where team members thrive, engage in meaningful work and bring their best selves every day. Because of this belief, Micron continually invests in its people and their capabilities through our Technical Leadership Program,...  See More
Micron began in 1978 as a four-person semiconductor design company in the basement of a Boise, Idaho, dental office. Today, we are a global leader in the semiconductor industry with a track record of innovation that includes 40 years of industry firsts. From mobile phones to connected cars and homes — our innovative technology is changing how the world works, plays, communicates and connects.
Micron in India
Micron is excited to be expanding the company’s presence in India to better serve our global customers and help drive the development of some of the company’s most advanced technology. Micron’s new sites in Bengaluru and Hyderabad will include, engineering, IT and support functions. Micron believes in fostering a supportive work environment where team members thrive, engage in meaningful work and bring their best selves every day. Because of this belief, Micron continually invests in its people and their capabilities through our Technical Leadership Program, Micron Leadership in Action Program, Micron Women’s Leadership Network and other programs, all designed foster innovative thinking and leadership in our workforce.
See Less