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Senior Data Scientist – Smart Manufacturing, AI
EightfoldData Science Engineer employing techniques from data science to uncover insights and develop solutions for semiconductor manufacturing. Collaborating with various teams to enhance existing tools and processes.
Tech Stack
Tools & technologiesCloudGoogle Cloud PlatformPythonPyTorchScikit-LearnSQL
About the role
Key responsibilities & impact- Employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data
- Interact with experienced Data Scientists, Data Engineers, Business Areas Engineers, and UX teams to identify questions and issues for data analysis projects
- Help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources
- Perform exploratory and new solution development activities
Requirements
What you’ll need- B.S./M.S. degree or equivalent experience in Data Science, Computer Science, Industrial Engineering or other engineering field
- PHD in related subject areas are preferred
- At least 3 years experience in data science in engineering or related industry with in-depth knowledge in statistical modeling, machine learning, deep learning
- Strong skills in python and at least familiar with 1 machine learning framework (like pyTorch, sklearn etc.)
- Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques
- Excellent communication skills for explaining models, assumptions, and results to non-technical stakeholders
- Proactive problem-solving approach and ownership mindset.
Benefits
Comp & perks- Health insurance
- Retirement plans
- Paid time off
- Flexible work arrangements
- Professional development opportunities
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data sciencestatistical modelingmachine learningdeep learningpythonSQLdata cleansingoutlier identificationmissing data techniquesalgorithm development
Soft Skills
communication skillsproblem-solvingownership mindset
Certifications
B.S. degreeM.S. degreePhD