KLA · 2 months ago
Forecasting Analyst
Ann Arbor, MI
Full-time
Onsite
Mid, Senior Level
$89K/yr - $151K/yr
3+ years expKLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. The Forecasting Analyst will improve spare parts forecasting processes by analyzing data, refining models, and collaborating with various teams to enhance accuracy and decision-making.
ElectronicsInformation TechnologyManufacturing
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
Qualification
Required
Bachelor's degree with +5 years' work experience, OR Master's degree with +3 years' work experience
Validated background in statistics and probability theory
Experience in conducting statistical analysis with a scripting language such as Python, R, MATLAB, SAS, etc
Ability to quickly learn new/different languages/technologies/etc (including SQL)
Communicate technical information to management and non-technical business partners
Collaborate with team members to share knowledge and interconnect solutions
Preferred
Educational background in Data Science, Data Analytics, IT or related
Experience with writing SQL is a plus
Experience with Snowflake is a plus
Experience with Business Intelligence tools (Power BI, Tableau, Qlik, etc), experience with the Power BI / PowerPivot DAX language is a plus
Benefits
Medical
Dental
Vision
Life
Other voluntary benefits
401(K) including company matching
Employee stock purchase program (ESPP)
Student debt assistance
Tuition reimbursement program
Development and career growth opportunities and programs
Financial planning benefits
Wellness benefits including an employee assistance program (EAP)
Paid time off
Paid company holidays
Family care and bonding leave
Company
KLA
Kla creates tools and services that promote innovation in the electronics industry.
10001+ employees
H1B Sponsorship
KLA has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (343)
2024 (218)
2023 (191)
2022 (277)
2021 (200)
2020 (226)
Funding
Current Stage
Late StageLeadership Team
Lisa Grunwald
FISH Philosophy CEO
Rick Wallace
President & CEO
Recent News
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2025-08-01
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