Algorithm developer for CTO group

Job Posted 16 Days Ago Posted 16 Days Ago
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Rehovot
Mid level
Semiconductor
The Role
The role involves developing innovative algorithms for 3D reconstruction in metrology, analyzing results, and bridging experimental with theoretical models. The ideal candidate should have a strong background in physics, data analysis, and machine learning, as well as experience in project leadership.
Summary Generated by Built In

Job Description

We are seeking a highly talented and motivated individual to develop innovative algorithms utilizing new technologies for emerging metrology and inspection markets.

What’s in it for you?

You will tackle some of the most challenging problems in the field of imaging and metrology. You will have the opportunity to innovate and develop ideas from their inception, shaping them into viable products. You will be part of a small, talented, multi-disciplinary team working in a startup mode but with the support of a large and strong organization. You will enhance your skills in optical and SEM-based metrology, understand complex systems and designs, and gain experience with advanced algorithms.

Our Group:

The CTO team comprises skilled professionals from various disciplines, including physics, systems, and algorithms, working together as a small startup company to initiate new technological approaches.

What you'll be doing:

  • Developing state-of-the-art algorithms for 3D reconstruction of semiconductor devices.
  • Develop models to enhance physical insights that utilizes into future product core algorithms.
  • Simulating system behavior and optimizing metrological approaches for different customer problems.
  • Analyzing experimental results and developing methods to bridge the gap between experiments and theoretical models.
  • Being part of a path-finding team that incubates new solutions and paradigms.

What should you have?

  • M.Sc. or higher in Physics, Electrical Engineering, or Computer Science.
  • Proven experience with data analysis and deriving practical conclusions through collaboration.
  • Strong theoretical foundation and hands-on experience with image/signal processing/machine learning / estimation theory.
  • SW skills including programing in Python or MATLAB.
  • Team player with project leadership qualities. Ability to work independently as well as part of a team.

Advantage:

  • Over 5 years of experience as an algorithm developer in a multi-disciplinary company.
  • Track record of leading development projects.
  • Strong background in physics, preferably PhD – a significant advantage.
  • Experience with nonlinear of fitting of theoretical models to experimental results.
  • Experience with SW definitions of SW architecture..
  • Experience with utilizing AI generative models and architectures (for example using PyTorch or TensorFlow).

to be updated later before publication

Qualifications

Education:

Bachelor's Degree

Skills:

Certifications:

Languages:

Years of Experience:

4 - 7 Years

Work Experience:

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 10% of the Time

Relocation Eligible:

No

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. 

Top Skills

Matlab
Python
PyTorch
TensorFlow
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The Company
HQ: Santa Clara, CA
23,282 Employees
On-site Workplace
Year Founded: 1969

What We Do

Applied Materials is the leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. Our expertise in modifying materials at atomic levels and on an industrial scale enables customers to transform possibilities into reality. At Applied Materials, our innovations make possible a better future.

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