Forecasting Analyst at KLA

Ann Arbor, Michigan, United States

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Not SpecifiedCompensation

Junior (1 to 2 years), Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Semiconductor, ElectronicsIndustries

Requirements

Educational background in Data Science, Data Analytics, IT or related
Manufacturing, Supply Chain, Military or related industry experience required
Experience with writing SQL (plus)
Experience with Snowflake (plus)
Experience with Business Intelligence tools (Power BI, Tableau, Qlik, etc.) (plus)
Experience with the Power BI / PowerPivot DAX language (plus)

Responsibilities

Perform forecast accuracy analysis to identify patterns and areas for improvement
Diagnose system forecast issues and recommend overrides to improve accuracy or mitigate risk
Analyze demand characteristics across different fleet segments (e.g., customers, products, entitlements)
Partner with the planning team to refine forecast processes and apply overrides where appropriate
Work with the system integration team to enhance the forecasting algorithm(s) based on insights
Review findings with part planners and engineering to validate assumptions and raise product awareness
Conduct part survival analysis using methods like Kaplan-Meier survival analysis and/or similar methods and apply survival regression models to predict future survivability
Build demand forecasts for critical parts using insights from survival and demand analysis, leveraging available forecasting tools
Develop scalable demand sampling approaches for Monte Carlo simulations to evaluate logistics and customer experience
Support the development and refinement of forecasting tools to incorporate analytical insights
Ensure sampled demand reflects fleet-wide characteristics based on historical data for simulation and planning purposes

Skills

Key technologies and capabilities for this role

Demand ForecastingSupply Chain ManagementSpares ForecastingData AnalysisContinuous ImprovementStatistical ForecastingTime Series Analysis

Questions & Answers

Common questions about this position

What are the key responsibilities of the Forecasting Analyst role?

Key responsibilities include performing forecast accuracy analysis, diagnosing system forecast issues, analyzing demand characteristics across fleet segments, partnering with planning and system integration teams to refine processes, and conducting part survival analysis.

Is this a remote position or does it require working in an office?

This information is not specified in the job description.

What is the salary or compensation for this Forecasting Analyst position?

This information is not specified in the job description.

What is the company culture like at KLA?

Life at KLA is exciting with teams thriving on tackling hard problems, a strong focus on innovation investing 15% of sales into R&D, and collaborative expert teams of physicists, engineers, data scientists, and problem-solvers.

What skills or experience make a strong candidate for this role?

Strong candidates will have experience in forecast analysis, data analysis, refining forecasting models, cross-functional collaboration with planning and engineering teams, and conducting survival analysis for spare parts demand forecasting.

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

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Student Loan Assistance

Tuition Reimbursement

Wellness Program

Mental Health Support

Paid Vacation

Paid Holidays

Parental Leave

Risks

Emerging competition in solid-state battery technology may impact market share.

Rapid innovation in semiconductor processes may outpace KLA's current technology.

Potential delays in achieving renewable electricity goals could affect brand reputation.

Differentiation

KLA specializes in advanced inspection tools and metrology systems for semiconductors.

The company integrates computational analytics to enhance defect detection and yield management.

KLA is committed to sustainability, aiming for 100% renewable electricity by 2030.

Upsides

Rising demand for advanced inspection tools due to AI and IoT growth.

AI-driven predictive maintenance reduces downtime in semiconductor manufacturing.

Collaborations with cloud providers enhance data analytics and process optimization.

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