Data Scientist, Semiconductor Manufacturing Analytics

Job Details:

Job Description: 

Intel'sAdvancedPackagingTechnologyandManufacturing(APTM)organizationisseekingahighlymotivatedDataScientist,SemiconductorManufacturingAnalyticstodrivedata-driveninnovationacrossThermalCompressionBonding(TCB),advancedpackaging,processcontrol,yieldimprovement,andmanufacturingoptimization.

In this role, you will partner with process, equipment, metrology, quality, and manufacturing engineering teams to develop advanced analytics, machine learning, and AI-based solutions that improve manufacturing performance, process stability, and product yield. You will apply statistical methodologies, predictive modeling, and large-scale data analysis to solve complex manufacturing challengesandacceleratedecision-makingacrossIntel'sadvancedpackagingoperations.Thisroleisidealforsomeonewhoenjoystranslatingcomplextechnicalproblemsintoscalableanalyticalsolutionsthatdelivermeasurablebusinessimpact.

Key Responsibilities but not limited to:

• Analyze manufacturing, process, equipment, metrology, and yield data to identify trends, correlations, anomalies, and root causes of process variation.
• Develop and validate data analytics and machine learning models to support: process monitoring, excursion detection, yield prediction,  defect pattern analysis and tool health / process drift monitoring.
• Build proof-of-concepts to demonstrate the technical feasibility of predictive analytics and ML-based methods for TCB and related manufacturing applications.
• Work with process and equipment teams to define analytics requirements and translate manufacturing problems into scalable data solutions.
• Support advanced process control initiatives.
• Collaborate with manufacturing stakeholders to deploy practical solutions that can be used in production environments.
• Develop dashboards, reports, and automated analysis tools to improve decision-making and reaction time.
• Maintain a strong focus on data quality, model validity, and manufacturing relevance.

Behavioral traits that we are looking for:

• Stronganalyticalandcritical-thinkingskillswiththeabilitytosolvecomplextechnicalandmanufacturingchallenges.
• Theabilitytomakesoundtechnicaldecisionswithlimitedorambiguousinformationwhileclearlycommunicatingassumptions,risks,andrecommendations.
• Astrongownershipmindsetanddemonstratedabilitytodriveinitiativesfromconceptthroughimplementation.
• Excellentcommunicationskillswiththeabilitytotranslatecomplexanalyticalconceptsintoactionablebusinessandengineeringdecisions.
• Strongcollaborationandstakeholdermanagementskillsacrosstechnicalandoperationalorganizations.
• Technicalleadershipandtheabilitytoinfluencedecisionswithoutdirectauthority.
• Adaptabilityandresilienceinfast-pacedmanufacturingenvironmentswithevolvingpriorities.
• Acontinuousimprovementmindsetandpassionforleveragingdata,AI,andmachinelearningtosolvechallengingproblems.
• Strongattentiontodetailwhilemaintainingfocusonbroaderbusinessandmanufacturingobjectives.

Intel invests in our people and offers a complete and competitive package of benefits employees and their families through every stage of life. 

• See Intel Benefits for more details. 

Qualifications:

Minimum qualifications are required to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Note:  

For information on Intel’s immigration sponsorship guidelines, please see

Intel U.S. Immigration Sponsorship Information

Minimum Qualifications and Experience:

Bachelor's degree with 6+ yearsofexperience,Master'sdegreewith4+yearsofexperience,orPhDwith2+yearsofexperienceinDataScience,ComputerScience,Statistics,AppliedMathematics,Engineering,Physics,OperationsResearch,orarelatedtechnicaldiscipline.

In addition, you must have 2+ years of experience in the following;  

• Experience in manufacturing data analysis, statistical analysis, and applying data-driven methods to solve process or yield problems.
• Python programming and JMP for data analysis, automation, and model development.
• Experience working with large datasets from manufacturing, equipment, metrology, or quality systems.
• Apply AI/ML, statistical methods, or predictive modeling to extract actionable insights and support business or engineering decisions.
• SQL or other database query tools for data extraction and analysis.

Preferred Qualifications and Experience:

• Experience in semiconductor manufacturing, preferably assembly / advanced packaging.
• Understanding of advanced process control (APC), including run-to-run control, SPC, excursion detection, and process monitoring.
• Experience with yield analysis, process capability improvement, and root cause investigation in a manufacturing environment.
• Familiarity with machine learning models for anomaly detection, prediction, clustering, or classification.
• Experience developing dashboards, reports, or analysis tools.
• Experience working with computer vision or automated inspection data is a plus.
• Previous related work experience in a semiconductor foundry preferred

WhyIntel

AtIntelFoundry,you'llhelpsolvesomeoftheindustry'smostcomplexmanufacturingchallengesusingadvancedanalytics,artificialintelligence,andmachinelearning.You'llworkalongsideworld-classengineersandtechnicalexpertstodevelopsolutionsthatimproveprocessperformance,manufacturingefficiency,andproductyieldforleading-edgesemiconductortechnologies.

Thisisanopportunitytomakeadirectimpactontechnologiesthatpowerthefutureofcomputingwhilecontinuingtogrowyourtechnicalexpertiseandcareerwithinoneoftheworld'smostinnovativetechnologycompanies.

WorkingModel

Thisrolewillbebasedon-siteandwillrequireclosecollaborationwithengineeringandmanufacturingteamstosupportfactoryandtechnologydevelopmentactivities.

Job Type:

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Posting Statement:

Position of Trust

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock bonuses, and benefit programs which include health, retirement, and vacation. Find out more about thebenefits of working at Intel.

Work Model for this Role

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