热门公司

Applied Materials
Applied Materials

Leading company in the software industry

Senior Algorithm Developer

职能机器学习
级别资深
地点Bangalore, India
方式现场办公
类型全职
发布1周前
立即申请

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:

Bangalore,IND

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.

As a Software Engineer at Applied Materials, you’ll dive deep into ground-breaking technologies—like machine learning and AI—to craft novel software solutions that solve our customers’ high-value problems. Our Software Engineers are responsible for designing, prototyping, developing, and debugging software solutions for semiconductor equipment components and devices to ensure quality and functionality. You'll develop software documentation and test procedures, troubleshoot software problems, and communicate with internal customers to understand project requirements. As part of our team, you'll contribute your expertise in intricate systems, deciphering code, and anticipating software behaviors to ensure Applied remains the leader in the semiconductor and display sectors.

What's In It for You?

Work with the best: Join a team of algorithm experts and researchers who are passionate about solving complex challenges in semiconductor inspection.

Innovate at scale: Contribute to the development of cutting-edge detection algorithms that power the next generation of optical wafer inspection tools

End-to-end impact: Be involved in the full lifecycle—from concept and feasibility to implementation and integration—of algorithms that directly influence product performance

Shape the future: Your work will help enable the production of advanced microchips, driving innovation across industries from AI to consumer electronics

Own your work: Drive projects independently from problem definition to production deployment, with visibility across the organization.

Our Team

We are an algorithm research and development group composed of highly skilled developers who thrive on pushing technological boundaries. We focus on designing and implementing advanced detection, classification, and calibration algorithms for optical inspection systems used in semiconductor manufacturing. With a strong emphasis on innovation, collaboration, and technical excellence, we turn complex challenges into impactful solutions that shape the future of chipmaking.

What You'll Do

  • Drive end-to-end algorithm development projects independently, from problem statement refinement to production deployment

  • Develop and optimize image processing algorithms for defect detection, pattern recognition, anomaly detection, classification, and image registration on optical wafer inspection data

  • Design and implement solutions that effectively combine classical mathematical algorithms with deep learning approaches to solve complex inspection challenges

  • Work with large-scale semiconductor inspection datasets, including building data pipelines and curating domain-specific data for algorithm development

  • Collaborate with cross-functional stakeholders including Field, Marketing, Product, Applications, Software, and Systems teams to gather requirements and integrate algorithmic solutions

  • Perform concept and feasibility studies, algorithm validation, and benchmarking on large datasets to demonstrate effective solution through data-driven approaches

  • Write optimized, production-quality code and work with software teams to integrate algorithms into the inspection tool

  • Work with chip design data (GDSII, OASIS) and understand system-level interactions involving optics and physics

  • Perform system calibrations and address image processing challenges related to optical systems

  • Travel to customer sites for solution demonstrations and issue resolution

  • Present technical solutions to internal stakeholders and customers

What You Should Have

  • Master's degree or Ph.D. in Computer Science, Electrical Engineering, Image/Signal Processing, Computer Vision, or related field from a premier engineering institute

  • 7-15 years of experience in algorithm development for image processing and computer vision

  • Strong mathematical foundation with expertise in applied mathematics for algorithm development

  • Strong background in classical computer vision and image processing (filtering, segmentation, feature extraction, pattern recognition, anomaly detection, image registration)

  • Experience with deep learning approaches (CNNs, object detection, semantic segmentation) and frameworks such as Py Torch and Tensor Flow

  • Proven track record of combining classical and deep learning methods to deliver end-to-end solutions

  • Proficient in Python programming with ability to write optimized, production-quality code

  • Experience with image processing libraries such as OpenCV, scikit-image

  • Experience working with domain-specific raw data and building data pipelines

  • Strong experience in algorithm validation, benchmarking, and concept-feasibility methodologies

  • Understanding of optical systems and physics fundamentals as they relate to image acquisition and processing

  • Ability to work independently and drive projects from problem definition to production deployment

  • Excellent analytical, problem-solving, and communication skills

  • Strong stakeholder management skills with ability to influence and collaborate across functions

  • Willingness to travel to customer sites (~10%)

  • Experience in semiconductor optical wafer inspection or industrial inspection domain

  • Experience with chip design data formats (GDSII, OASIS)

  • Proficiency in C/C++ or Java

  • Knowledge of GPU programming using CUDA or OpenCL

  • Experience with MATLAB

  • Experience writing production code and integrating algorithms into larger systems

  • Customer-facing experience including technical presentations and demonstrations

Additional Information Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 10% of the Time

Relocation Eligible:

Yes

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

10条评价

3.8

10条评价

工作生活平衡

3.2

薪酬

3.5

企业文化

3.8

职业发展

3.3

管理层

3.9

72%

推荐率

优点

Supportive and approachable management

Good benefits and training programs

Cutting-edge technology and interesting projects

缺点

Heavy workload and frequent overtime

Fast-paced and stressful environment

Limited growth opportunities

薪资范围

53个数据点

Junior/L3

L2

L6

M3

M4

M5

M6

Senior/L5

Staff/L6

L3

L4

L5

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

面试评价

4条评价

难度

3.0

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical/Hiring Manager Interview

4

Final Round Interview

5

Offer

常见问题

Technical Knowledge

Behavioral/STAR

Past Experience

Problem Solving

Culture Fit