Data Scientist

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Applied Materials

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Job Summary


Salary
โ‚น75,000 - โ‚น116,667 / Monthly EST

Job Type
-

Seniority
Mid Junior

Years of Experience
Information not provided

Tech Stacks
Python Shell Less R Analytics Shell Script JMP

Job Description

Key Responsibilities

  • Applies 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 requirements
  • Explore various part tracking data bases and establish correlations with part parameters and tool performance metrics
  • Make best use of available analytics applications (both in-house or commercial) and also guide the application development team as a subject matter expert
  • Accountable for managing the customer and customer satisfaction during project
  • Manage execution of multiple projects in parallel

Requirements

  • Bachelors/Masters/PhD in the field of Microelectronics, Semiconductor Physics/Technology or related fields with at least 1 to 5 years experience in the industry
  • Work 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 fabs
  • Good to have prior experience in data analysis using descriptive statistical analysis techniques such as Univariate/ Multivariate analysis or other Machine Learning techniques
  • The ideal candidate will have an added advantage if having skills in scripting using R, Python, Shell scripts as well as JMP
  • Understanding of imaging systems and physics for complex parts will be added advantage
  • Ability to cleanse, analyze large volume of data will be added advantage
  • Having fundamental knowledge of Digital Image Processing will be added advantage

Functional Knowledge

  • Demonstrates conceptual and practical expertise in using data analytics to solve various issues in Semiconductor fabs

Leadership

  • Acts as a resource for colleagues with less experience; may lead small projects with manageable risks and resource requirements

Problem Solving

  • Solves complex problems; takes a new perspective on existing solutions; exercises judgment based on the analysis of multiple sources of information

Impact

  • Impacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policies

Interpersonal Skills

  • Explains 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:

Yes, 10% of the Time

Relocation Eligible:

Yes

Applied Materials is an Equal Opportunity Employer committed to diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law.

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