Supply Chain Service Data Scientist at KLA

Ann Arbor, Michigan, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Semiconductor, Electronics, ManufacturingIndustries

Requirements

Manufacturing, Supply Chain, or related industry experience (preferred)
Bachelor’s degree with +5 years’ work experience, OR Master’s degree with +3 years’ work experience
Educational background in Data Science, Data Analytics, IT or related field
Strong data wrangling skills to extract and craft complex data into a usable format
Strong skills with SQL, Python

Responsibilities

Become a subject matter expert on customer demand data environment
Understand complexities and context around customer spare parts demand, situational factors such as customer contract entitlements, demand priority, product type, etc
Understand associations of various parts and respective products they belong to, facilitating mapping of every unit in operation
Identify problematic data records and anomalies that need to be resolved with data systems teams
Build customer demand rate models to identify variability across the fleet
Identify statistically meaningful demand rate variation across customers, product types, customer entitlements, etc. (and any combination thereof)
Build bottoms-up part forecasts across the fleet as a function of customer demand rate models
Work with demand frequency and volatility segmentation techniques to establish risk profiles for parts with unpredictable patterns
Collaborate with other data scientists to input data elements into machine learning models designed to predict and optimize customer experience

Skills

Data Science

Supply Chain Optimization

Analytics

Machine Learning

Statistics

Python

SQL

Performance Analysis

Optimization Algorithms

KLA

Provides process control and yield management solutions

About KLA

KLA provides process control and yield management solutions primarily for semiconductor manufacturers. The company offers advanced inspection tools, metrology systems, and computational analytics that help manufacturers identify and fix defects during production. This process enhances the quality and reliability of electronic devices, leading to higher production yields. KLA distinguishes itself from competitors by focusing on high-precision equipment and software that are essential for defect detection in semiconductor manufacturing. The company's goal is to promote sustainability by committing to using 100% renewable electricity in its operations by 2030.

Milpitas, CaliforniaHeadquarters

1975Year Founded

IPOCompany Stage

Industrial & Manufacturing, EnergyIndustries

5,001-10,000Employees