MFG Data Scientist

United States·Richardsonmid

Data ScientistData

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Quick Summary

Key Responsibilities

Understanding the semiconductor MFG process, process flow, data collected during MFG and challenges related to the data such as sampling, multi-collinearity,

Requirements Summary

PhD degree in electrical engineering 5+ years of relevant experience Expert in data and analytics capabilities: dimensionality reduction, causal analysis,

Technical Tools

Data ScientistData

Responsibilities

~1 min read

→PhD degree in electrical engineering
→5+ years of relevant experience
→Expert in data and analytics capabilities: dimensionality reduction, causal analysis, regression/classification models
→Experienced with supervised and unsupervised machine learning algorithms
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Experience in Python programing, Database interactions for ML model development

Requirements

~1 min read

Ability to establish strong relationships with key stakeholders critical to success, both internally and externally
Strong verbal and written communication skills
Ability to quickly ramp on new systems and processes
Demonstrated strong interpersonal, analytical and problem-solving skills
Ability to work in teams and collaborate effectively with people in different functions
Ability to take the initiative and drive for results
Strong time management skills that enable on-time project delivery