Intel Corporation
Intel Corporation2h ago
Foundit

TCAD Machine Learning Engineer

Bengaluru / Bangalore, India
Internship
Entry Level

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Responsibilities

Qualifications & Requirements

Experience Level: Entry Level

Full Job Description

Job Details

Join Intel and contribute to building a better tomorrow. Intel is undergoing an exciting transformation with a vision to create and extend computing technology to connect and enrich the lives of every person on Earth. We are looking for engineers and physicists who excel at programming, enjoy creating machine learning models to solve complex problems, and take pride in optimizing code for reduced runtime. Our team comprises software developers with strong engineering and physics backgrounds, responsible for developing physics-based simulation and machine learning tools crucial for the next generation of Intel transistors.

Responsibilities Include, But Are Not Limited To

  • Develop and train new machine learning models and enhance existing ones.
  • Build new capabilities for current ML-based software solutions, debug issues, fix bugs, and write test cases.
  • Collaborate with application engineers in the US and other regions to provide support and address feature requests.
  • Transition projects from proof-of-concept to production-ready status.
  • Maintain and develop software infrastructure, create software simulation flows, develop physical models, and analyze fundamental device and process issues in cutting-edge technology development.
  • Work closely with experimental research, process, and design teams to define experiments and present recommendations for the scaling path of logic, memory, and analog devices in advanced-node products.

What We Offer

  • Opportunities to transform technology and create a better future through products that impact lives globally.
  • A collaborative, supportive, and exciting environment at a global leader in innovation, where bright minds achieve exceptional results.
  • Benefits promoting a healthy and enjoyable life, including excellent medical plans, wellness programs, time off, recreational activities, product discounts, and other creative perks that make Intel a Great Place to Work.
  • Join us in building a more connected and intelligent future. Change tomorrow, start today.

Qualifications

Candidates must possess the minimum qualifications to be considered. Preferred qualifications are additional assets.

Minimum Qualifications

  • Currently pursuing or recently completed a PhD in Electrical Engineering, Physics, Mechanical Engineering, Chemical Engineering, Mathematics, Computer Science and Engineering, or other related degrees with a software focus.
  • A minimum of 1 year of research/thesis experience in building machine learning/deep learning models.
  • A minimum of 1 year of software development experience through academic projects and/or research.
  • Proficiency in Python, C/C++, or similar programming languages. Familiarity with backend and front-end web application development.

Preferred Qualifications

  • Strong background in data structures, algorithms, and software development.
  • Solid understanding of statistics, linear algebra, and solid-state device physics.
  • 2+ years of experience developing full-stack web applications using frameworks like Flask, Django, Angular, and React.
  • 2+ years of experience in software development for high-performance computing, computational modeling, and numerical methods.
  • Publications and/or open-source projects demonstrating expertise in machine learning, device physics, or process flow physics.

Job Type: College Grad

Shift: Shift 1 (India)

Primary Location: India, Bangalore

Business Group: Intel Foundry leverages state-of-the-art semiconductor manufacturing and packaging technology for the AI era, enabling customers to design leading products. We ensure our foundry customers' products receive utmost focus in service, technology enablement, and capacity commitments. Employees in Foundry Technology Manufacturing are part of a worldwide factory network that designs, develops, manufactures, and assembles/tests compute devices to improve lives globally.

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.

Position of Trust: N/A

Work Model for this Role: This role is eligible for our hybrid work model, allowing employees to split their time between on-site work at their assigned Intel site and off-site work. Job posting details are subject to change.

Legal Disclaimer: Intel has been made aware of fraudulent job interview letters. These letters are not issued by Intel. Hiring is based on merit, and Intel never requires candidates to deposit money. Apply directly at https://jobs.intel.com/ and avoid falling prey to unscrupulous elements.

Company

Intel Corporation

Intel Corporation

Intel Corporation is a global technology leader dedicated to creating and extending computing technology to connect and enrich the lives of every person on Earth. Join us as we shape the future of tec...

Bengaluru / Bangalore, India
Posted on Foundit
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