FSM Global Yield Data Automation and Data Modelling Process Integration Development Engineer

Key Skills

Automation, Big Data Technology, Data Modeling, Data science techniques, Effective communication skills, Machine learning techniques, MATLAB Programming, Program Management, Project management, Python Programming, R Programming

Job Description

This job requisition is to seek Automation and Data Modelling Process Integration Development engineering roles in FSM HVM Global Yield organization, reporting to FEOL Process Integration Engineering Development manager. Selected candidates will work with other members in FEOL integration, other teams in Global Yield org, fab module, yield, and TD team members to achieve yield ramp-up and process optimization in early production stage, supporting internal and external customers.

Automation & Data Modelling Integration Development engineers’ responsibilities include (but not limited to):

• Own engineering automation projects to execute HVM yield roadmap, device targeting and attain performance targets.

Data Automation:

• Designing and implementing automated data pipelines for semiconductor manufacturing processes.
• Collaborating with cross-functional teams to streamline data collection, processing, and analysis.

Data Modelling:

• Developing predictive models for semiconductor yield optimization, defect detection, and process improvement.
• Utilizing machine learning techniques to analyze large datasets and extract valuable insights.
• Experience in multivariate analysis like CCA, Factor Analysis & PCA.
• Collaborate with Technology Development and Local Yield teams to import new technology to production fabs.
• Work with FEOL/BEOL Integration, Device, Defect Reduction and Yield Analysis team members to identify root cause of yield/performance issues and implement mitigation plan in defined timeline to meet committed production yield/performance targets and to support fast paced yield ramp-up in high-volume manufacturing phases.
• Own engineering projects in partnership with Local Yield teams to improve product yield, quality, device performance and to reduce wafer cost.
• Engineering support for technical interactions with internal and external customers.

Qualifications

Minimum Qualifications:

• Bachelor’s degree in science and engineering major, with Proficiency in programming languages such as Python, R, or MATLAB.
• Experience with semiconductor manufacturing data, process automation, and multivariate statistical modeling.
• Working level understanding on Device Physics and experience in advanced nodes (FinFET technology, GAA (Gate-All-Around)) in development or high-volume manufacturing.
• Basic understanding and collaboration experience with processes including lithography, dry etch, wet etch, CMP, diffusion, implant, thin films and metrology.
• Experience in Machine Learning methodologies (Bayesian, PCA, Kalman Filter, SVM etc.) preferred.

Preferred Qualifications:

• Advanced degree (Master’s or Ph.D.) in Data Science, Electrical Engineering, Physics, Chemistry or Materials Science major is preferred.
• Working level experience in algorithm customization of Bayesian, Cluster analysis, Factor Analysis, PCA, CCA, SEM & MANOVA
• Experience in project/program management and/or Task Force Team lead.
• Must demonstrate solid communication skills.
• Ability to work with multi-functional, multi-cultural teams.
• Demonstrated interpersonal skills including influencing, engaging, and motivating.
• Problem-solving technique with strong self-initiative and self-learning capabilities.
• Ability to leverage big data analysis to identify process design weaknesses and/or manufacturing weaknesses in order to propose corrective, data-based solutions.
• Ability to extracts insights from structured and unstructured data by quickly synthesizing large volumes of data, and applying statistics and machine learning.
• Experience in new semiconductor technology development.

Inside this Business Group

As the world's largest chip manufacturer, Intel strives to make every facet of semiconductor manufacturing state-of-the-art -- from semiconductor process development and manufacturing, through yield improvement to packaging, final test and optimization, and world class Supply Chain and facilities support. Employees in the Technology Development and Manufacturing Group are part of a worldwide network of design, development, manufacturing, and assembly/test facilities, all focused on utilizing the power of Moore’s Law to bring smart, connected devices to every person on Earth.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here.

Working Model

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.