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Applied Materials
Applied Materials

Leading company in the software industry

Data Scientist

职能数据科学
级别中级
地点Bengaluru, India
方式现场办公
类型全职
发布2个月前
立即申请

福利待遇

医疗保险

401k

股权

必备技能

Python

TensorFlow

PyTorch

Keras

Machine Learning

Deep Learning

NLP

Azure

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.

Educational Qualifications:

  • B.E./B.Tech/M.Tech/MCA in Computer Science, Electronics & Communication, Electrical Engineering, or a related field.
  • A master's degree in Computer Science, Artificial Intelligence, or a specialization in Deep Learning or Natural Language Processing is highly preferred.

Experience:

  • 6- 10 years of IT experience, with a minimum of 3+ years in data science.
  • Proven experience in designing, pretraining, and fine-tuning large-scale deep learning models, including Large Language Models (LLMs) for NLP tasks such as text generation, summarization, and question answering.

Technical Skills:

  • Strong programming skills in Python, with hands-on experience in deep learning frameworks like Tensor Flow, Py Torch, or Keras.
  • Familiarity with Databricks notebooks, MLflow, and Delta Lake for scalable machine learning workflows.
  • Experience with MLOps best practices, including model versioning, CI/CD pipelines, and automated deployment.
  • Proficiency in data preprocessing, augmentation, and handling large-scale datasets (text, image, or multimodal).
  • Solid understanding of transformer architectures (e.g., BERT, GPT, LLaMA) and techniques for pretraining and fine-tuning LLMs.
  • Knowledge of prompt engineering, parameter-efficient fine-tuning (LoRA, adapters), and evaluation of generative models.
  • Exposure to computer vision or multimodal models is a plus.

Cloud & Infrastructure:

  • Strong expertise in Azure cloud ecosystem.
  • Experience working in UNIX/Linux environments and using command-line tools for automation and scripting.

Soft Skills:

  • Strong analytical and problem-solving abilities.
  • Excellent communication skills-interpersonal, written, visual (presentations), and verbal.
  • Ability to collaborate effectively across cross-functional teams and mentor junior team members.

Qualifications:

Education:

Bachelor's Degree

Years of Experience:

4 - 7 Years

Travel:
Yes, 10% of the Time

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