Ebeam - Algorithm Developer

Who We Are

Applied Materials is the global leader in materials science and engineering solutions that are at the foundation of virtually every new semiconductor chip and advanced display in the world. The equipment that we create and service is essential to advancing AI and accelerating the commercialization of next-generation semiconductor chips. Join us and push the boundaries of materials science and engineering in a company at the foundation of the electronics industry. The work we do together advances the world’s technology. 

What We Offer

Location:

Hwaseong-Lucestar,KOR

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. 

Key Responsibilities

1.      Local expert of eBeam(Defect Review SEM) Algorithm development and support group for Algorithm matters at customer site(Semiconductor & Display Industry)

2.      Algorithm Development

- Develop state of the art algorithms in the fields of Deep Learning, Machine Learning, and Computer Vision.

- Participate in Concept and Feasibility of new algorithmic features and their beta testing in customer site.

- Deliver software specifications and production code to meet project milestones.

- Algorithm integration in complex systems, including their HW and SW aspects.

- Close cooperation with Algorithm and SW development groups in PDC & AMIND.

3.      Algorithm Support at Customer Site

- Assist application engineers with the troubleshooting of algorithm-related issues. Reports feedbacks to PDC Algo group and participate in implementation of fixes at customer site.

- Ensure smooth algorithms' proliferation at customer sites for customer satisfaction. Providing training of new algo features for the application engineers.

- Engage in customer-facing activities to understand Voice-of-Customer and ensure well-aligned algorithmic roadmap. 

- Close cooperation with the account - applications, system, physics, software, and qualification groups.

Requirements

1. MSc or above in exact sciences (Computer Science/Applied Math/Physics/Electrical Eng.)

2. 2+ years of hands-on experience in Algorithm development

3. Hands-on experience in Deep Learning and Computer Vision

4. Strong Python coding skills

5. Excellent communication and collaboration skills

6. Ability to work independently as well as part of a team

7. Fluent English – verbal and text

8. Travel – capable for initial 1 month travel and later willingness to travel up to 20%

Preferences

1. Experience in classification, semantic segmentation

2.    Hands-on experience in Machine Learning

3. Experience in microscopy

4.    Experienced in semiconductors industry

5. Experience in multidisciplinary products and matrix organizations

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

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.