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职位Applied Materials

Algorithm Developer – Computer Vision

Applied Materials

Algorithm Developer – Computer Vision

Applied Materials

Rehovot,ISR

·

On-site

·

Full-time

·

3mo ago

必备技能

Python

Computer Vision

Deep Learning

Image Processing

Machine Learning

Statistical Analysis

Who We Are

Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips – the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world – like AI and IoT. If you want to push the boundaries of materials science and engineering to create next generation technology, join us to deliver material innovation that changes the world.

What We Offer

Location:

Rehovot,ISR

You’ll benefit from a supportive work culture that encourages you to learn, develop, and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possible—while learning every day in a supportive leading global company. Visit our Careers website to learn more.

At Applied Materials, we care about the health and wellbeing of our employees. We’re committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our benefits.

We are looking for an Algorithm Developer to develop new and innovative image processing features for our SEM inspection platform

What’s in it for you?

  • Work on complex and impactful challenges in the defect inspection field on SEM imaging.

  • Tackle real-world challenges that shape the future of semiconductor technology,

  • Develop solutions end-to-end, from idea to a product feature.

  • Use different approaches, technologies and data types (Classical ML, Deep learning, Image processing, tabular data).

  • Enjoy professional growth, be part of a large group of talented algo engineers, and collaborate with different teams and disciplines (Physics, System, Software).

What will you be doing?

  • Concept and feasibility tests: Research to find new directions; design of experiments; run hands-on experiments; perform data analysis; algorithm development; present recommendation to management; support the transition from concept to product

  • Improve algorithms: Analyze algorithmic unexpected behaviors, conduct experiments and come up with solution proposals

  • Collaborate with other disciplines on algo / image processing related activities

  • Stay current with advancements in computer vision and machine learning

What you should have?

  • Education: MSc. or PhD. in Computer Science, Engineering, or related field.

  • Experience: At least 2 years in image processing algorithm development

  • Algorithms: Proficiency in classical computer vision, deep learning, supervised and unsupervised approaches, strong statistical background

  • Software: Good Python development skills, knowledge in relevant libraries (Pytorch, Sci Py, SKLearn etc.).

  • Excellent English

  • Willingness to travel - 10%

Personal traits:

  • Analytical thinker with a proactive, solution-oriented mindset

  • Can convert idea / problem statement to experiment plan and analyze results

  • Able to explain complex topics in a simple manner

  • Collaborative team player in a diverse, global environment

Who we are?

Applied Materials Israel is home to the Process Diagnostics and Control business unit (PDC). Based in Rehovot, we develop, manufacture and market cutting-edge machine learning and computer vision-based metrology and inspection products that are essential elements in wafer fabrication. By playing a significant role in enabling the production of the next generation of microchips, our expertise enables our customers to transform possibilities into reality.

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 20% of the Time

Relocation Eligible:

No

Applied Materials is an Equal Opportunity Employer. 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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关于Applied Materials

Applied Materials

Applied Materials, Inc. is an American corporation that supplies equipment, services and software for the manufacture of semiconductor chips for electronics, flat panel displays for computers, smartphones, televisions, and solar products.

10,001+

员工数

Santa Clara

总部位置

$57B

企业估值

评价

3.5

10条评价

工作生活平衡

3.2

薪酬

4.1

企业文化

3.8

职业发展

2.7

管理层

2.5

65%

推荐给朋友

优点

Good compensation and benefits

Innovative and interesting projects

Supportive colleagues and inclusive workplace

缺点

Limited career advancement opportunities

Poor management and lack of direction

High pressure and demanding work environment

薪资范围

53个数据点

Junior/L3

L2

L3

L4

L5

L6

M3

M4

M5

M6

Senior/L5

Staff/L6

Junior/L3 · Data Scientist I

0份报告

$153,792

年薪总额

基本工资

-

股票

-

奖金

-

$130,723

$176,861

面试经验

4次面试

难度

3.0

/ 5

时长

14-28周

录用率

25%

体验

正面 25%

中性 75%

负面 0%

面试流程

1

Interview

2

Second Round Interview