Data Scientist

4 weeks ago


Bengaluru, India Applied Materials Full time
Data Scientist

Key ResponsibilitiesApplies Data Analysis methodologies to solve customer high value problems (HVP) like chamber/ tool matching, defect reduction, yield improvement, technology/ recipe transfer to High Volume Manufacturing fabs, preventive/ corrective maintenance activities etc.Collaborating with Technical Consultants & Solution Architect to provide solutions to meet customer needs.Is responsible for the technical quality of the work delivered to meet customer engagement requirementsExplore various part tracking data bases and establish correlations with part parameters and tool performance metricsMake best use of available analytics applications (both in-house or commercial) and also guide the application development team as a subject matter expertAccountable for managing the customer and customer satisfaction during projectManage execution of multiple projects in parallelRequirementsBachelors/Masters/PhD in the field of Microelectronics, Semiconductor Physics/Technology or related fields with at least 1 to 5 years experience in the industryWork experience as a Semiconductor process engineer/ Yield analyst improving efficiency and quality, process transfer from development to production, applying analytical techniques for troubleshooting tool issues in semiconductor fabsGood to have prior experience in data analysis using descriptive statistical analysis techniques such as Univariate/ Multivariate analysis or other Machine Learning techniquesThe ideal candidate will have an added advantage if having skills in scripting using R, Python, Shell scripts as well as JMPUnderstanding of imaging systems and physics for complex parts will be added advantageAbility to cleanse, analyze large volume of data will be added advantageHaving fundamental knowledge of Digital Image Processing will be added advantageFunctional KnowledgeDemonstrates conceptual and practical expertise in using data analytics to solve various issues in Semiconductor fabsLeadershipActs as a resource for colleagues with less experience; may lead small projects with manageable risks and resource requirementsProblem SolvingSolves complex problems; takes a new perspective on existing solutions; exercises judgment based on the analysis of multiple sources of informationImpactImpacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policiesInterpersonal SkillsExplains difficult or sensitive information; works to build consensus

Qualifications

Education:Bachelor's Degree

Skills:Certifications:Languages:Years of Experience:2 - 4 Years

Work Experience:

Additional Information

Time Type:Full time

Employee Type:Assignee / Regular

Travel:Relocation Eligible:No
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