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职位Applied Materials

Senior Algorithm Developer

Applied Materials

Senior Algorithm Developer

Applied Materials

Bangalore,IND

·

On-site

·

Full-time

·

2mo ago

必备技能

Computer Vision

Machine Learning

Deep Learning

Image Processing

Python

C/C++

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.

About Applied

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 the technology shaping the future.

What You’ll Do

You will be responsible leading research, design, development and implementation of algorithmic modules. You will perform algorithmic concept and feasibility for image processing algorithms, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constrains.

Your key responsibilities will be

Demonstrates understanding of computer vision and machine learning / deep learning algorithms for image analysis, pattern recognition, filtering, classification, and object detection.

Prototyping algorithms approaches to solve complex problems and drive integration of new algo solutions to product.

Algorithm optimization to reduce computational cost and influence hardware requirements.

Experience with machine learning frameworks such as scikit-image, open-cv, sk-learn, Tensor Flow, Py Torch, or Keras, especially in the context of image analysis.

Experience in unsupervised and supervised method with feature extraction, segmentation, pattern recognition and signal analysis for measurements.

Knowledge of GPU programming using CUDA or OpenCL (Good to have)

Strong background in computer vision, classical image processing, and DL technology

Expertise in C/C++, Python, MATLAB (Good to have)

Academic background in Computer Vision; Deep Learning, Machine Learning, or Artificial Intelligence.

Experience working in the Semiconductor or Medical imaging industry (Good to have).

Excellent analytical, problem-solving, and organizational skills, along with strong interpersonal communication skills.

Experience in managing teams, sets organizational priorities and allocates resources (Good to have).

Ph.D. or master’s in computer science/engineering or similar fields with 5+ years of experience

Experience working with Matrix Organization

Willingness to travel to customers and different locations

Education:

Master’s / Research background- Qualification preferred – Image/ Signal Processing, Computer Vison, Deep Learning

Years of Experience:

5- 10 Years

Applied Materials is committed to diversity in its workforce including Equal Employment Opportunity for Minorities, Females, Protected Veterans and Individuals with Disabilities.

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

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