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Applied Materials

Data Scientist

Reposted 5 Days Ago
Be an Early Applicant
In-Office
Bangalore, Bengaluru Urban, Karnataka
Mid level
In-Office
Bangalore, Bengaluru Urban, Karnataka
Mid level
The Data Scientist will design and fine-tune deep learning models, particularly LLMs for NLP tasks, while working on scalable ML workflows and collaborating across teams.
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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.

Data Scientist

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:
• 4–6 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 TensorFlow, PyTorch, 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.

Its a replacement position

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.

Top Skills

Azure
Databricks
Delta Lake
Keras
Mlflow
Python
PyTorch
TensorFlow

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