MTS Design Enablement - Bengaluru/Bangalore
- Globalfoundries
- 3 - 6 years
- Bengaluru
- 4 years ago
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Job Description
JOB DESCRIPTION
Summary Of Role
The candidate for this position will report into the Global Design For Manufacturing Team and support development of machine learning and big data analytic flows for DFM applications
Essential Responsibilities
Work with global DFM development and IT teams to support development and production deployment of novel on - premise and cloud based data analytic, and supervised and unsupervised machine learning flows for yield ramp support and other applications, leveraging massive amounts of structured data
POSITION SPECIFICATION
Education
Requires a Bachelor of Science (B.S.) or equivalent degree in Computer Science, Electrical Engineering, Mathematics/Statistics or a related field
B.S. + minimum of 7 years of relevant experience, or
M.S. + minimum of 5 years of relevant experience, or
Ph.D + minimum of 3 years of relevant experience
Required Qualifications
Fluent in coding in programming languages (one or more of Python, R, Java, Scala, etc.) and familiarity with analytic packages like scipy, numpy, pandas, matplotlib
In - depth hands - on experience in successfully ing machine learning to real - world problems
Strong knowledge of Machine and Deep Learning frameworks: SciKitLearn, Keras, Tensorflow, PyTorch, etc
Experience working with Big Data and strong knowledge of big data infrastructure
Enthusiastic collaborator and effective communicator
Self - driven and able to take ownership of assignments and work independently
Strong written and oral communications skills
Team player; able to succeed in a dynamic, fast paced environment.
Preferred Qualifications
Familiarity and experience with semiconductor processing, chip design, and EDA tools is not required, but would be advantageous to have
Proficiency in database technologies
Experience with cloud technologies preferably AWS.
Experience with JavaScript, React. js, Angular. js or NodeJS
Experience with a multitude of machine learning methods such as SVMs, logistic regression, boosting, decision trees, clustering, HMMs etc
Job Classification
Industry: Electronic Components / SemiconductorsFunctional Area: IT Software - Embedded, EDA, VLSI, ASIC, Chip Design,
Role Category: Programming & Design
Role: Programming & Design
Employement Type: Full time
Education
Under Graduation: Any Graduate in Any SpecializationPost Graduation: Medical-MS/MD in psychology
Doctorate: Any Doctorate in Any Specialization
Contact Details:
Company: GlobalfoundriesLocation(s): Bengaluru
Keyskills: Computer science Semiconductor Coding Chip design Machine learning Technical Staff Data analytics big data MTS Python
Globalfoundries
GLOBALFOUNDRIES, the world's first full-service semiconductor foundry with a truly global manufacturing and technology footprint, is executing its Vision to reshape the semiconductor industry through collaboration and innovation. Launched in March 2009, the company has quickly achieved scale ...
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