Applied Materials, Inc

Data Scientist - Agentic AI / ML

Applied Materials, Inc • $142K — $196K *
Santa Clara, CA 95051In-Person
Information Technology
Less than 5 years of experience
Today
Be an Early Applicant
Job Overview by Ladders

Qualifications

  • Advanced degree (MS or PhD) in a quantitative field (Statistics, Computer Science, Economics, Operations Research)
  • 0-2 years of industry experience in applied machine learning or related AI work
  • Hands-on experience building GenAI-focused applications and understanding of large language models
  • Proficiency in Python, SQL, and frameworks like PyTorch, Jax, or TensorFlow
  • Excellent analytical/problem-solving abilities and strong communication skills

Responsibilities

  • Develop analytical models, algorithms, and automated processes for various projects
  • Work on fine-tuning GenAI and LLM models
  • Direct architects on designing and implementing custom GenAI solutions
  • Utilize machine learning algorithms to analyze historical and real-time data
  • Collaborate with stakeholders to extract insights and set KPIs
  • Identify opportunities for forecast accuracy improvements
  • Gather data with cross-functional teams to understand demand drivers

Benefits

  • Comprehensive benefits package offered
  • Potential for participation in bonus and stock award programs
  • On-site work environment fostering collaboration
  • Opportunities for professional growth through high-impact projects
  • Work within a critical team influencing supply chain dynamics
Full Job Description
Applied Materials' Joint Operations Leadership (JOLT) Data Science team is seeking a Data Scientist to join our growing organization. JOLT plays a critical role in rebuilding customer trust, creating an agile and resilient supply chain, reshaping supplier relationships, driving operational excellence, and maximizing profitability through advanced analytics, AI, and machine learning.

This role offers the opportunity to work on high-impact, cross-functional initiatives and to develop end-to-end AI solutions-from problem formulation to production deployment.:
  • Works in project teams developing difficult analytical models, algorithms and automated processes, research and develop machine learning models from inception to deployment.
  • Work on GenAI and LLM projects, including fine-tuning models, creating embedding-based search systems, and developing AI-driven prototypes to enhance business operations.
  • Directing architects to design and solution GenAI architectures for stakeholders, specifically for plugin-based solutions and custom GenAI application builds.
  • Use data mining and machine learning algorithms to provide insights into historical and real-time data for projects such as material forecast, demand forecast, pattern recognition, etc.
  • Interfaces with stakeholders for requirements analysis and special requests and schedules; derives insights and works with business units to determine actions and KPI for those actions.
  • Identify opportunities for forecast accuracy improvement and provide business insights and additional perspectives to Service Supply Chain leadership
  • Collaborate with Material Planning, Field Operations, Inventory Management, NPI, Production Demand Planning, Reliability Engineering, Service Campaigns Teams to gather data and bring information on key business drivers that impact the future demand on Service Parts and Accessories


Requirements
  • Advanced degree (MS or PhD) in a quantitative field (e.g., Statistics, Computer Science, Economics, Operations Research).
  • 0-2 years of industry experience in applied machine learning or related AI work.
  • Hands-on experience building GenAI-focused applications (e.g., agents, reasoning workflows, or RAG) and a solid understanding of how large language models are architected and operated.
  • Can work collaboratively with cross-functional teams.
  • Hands-on experience with:
    • building GenAI-focused application and applying LLMs and agentic AI (e.g., agents, reasoning workflows, or RAG)
    • Have personally implemented models in common Deep Learning frameworks such as PyTorch, Jax or TensorFlow.
    • MLOps, including model deployment, versioning and performance monitoring in production environments
    • Proficiency in Python, SQL, and tools such as scikit-learn, and forecasting libraries.
  • Excellent analytical and problem-solving abilities, Machine Learning Concepts
  • Strong communication and storytelling skills - able to simplify complexity and influence executive stakeholders.


Location

Santa Clara, CA; on-site full-time

Additional Information

Time Type:
Full time

Employee Type:
Assignee / Regular

Travel:
Yes, 10% of the Time

Relocation Eligible:
No

The salary offered to a selected candidate will be based on multiple factors including location, hire grade, job-related knowledge, skills, experience, and with consideration of internal equity of our current team members. In addition to a comprehensive benefits package, candidates may be eligible for other forms of compensation such as participation in a bonus and a stock award program, as applicable.

For all sales roles, the posted salary range is the Target Total Cash (TTC) range for the role, which is the sum of base salary and target bonus amount at 100% goal achievement.

About Applied Materials, Inc

Applied Materials specialize in materials engineering solutions. They optimize equipment and fab operations through consulting, spare parts, services, and automation software. They also provide supply chain services from transactional spares through programs, rebuilds, and forecasted parts management. Their products and technologies include semiconductors, displays, roll web coating, solar, and automation software.

**Applied Materials, Inc. Careers**

Join the innovative world of Applied Materials, Inc., a leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. Our global team is driving innovation and growth in the industries we serve. This is where your expertise can make a true impact.

Work You’ll Do

At Applied Materials, Inc., you will be part of a company that prides itself on fostering a culture of innovation, diversity, and professional growth. As a member of our team, you will lead groundbreaking projects at the intersection of technology, leadership, and engineering excellence. We offer a variety of job opportunities that allow you to explore your potential and push the boundaries of what's possible.

Innovate and Lead

Join a team where innovation is at the heart of everything we do. You will work alongside the brightest minds in the industry, utilizing your skills to contribute to projects that are not only exciting but also crucial for technological advancements. Our leadership is committed to providing you with the guidance and support needed to achieve your career goals.

Career Growth and Opportunities

Whether you are looking for an internship, a full-time position, or leadership roles, Applied Materials, Inc. provides an array of career paths to help you achieve your professional aspirations. Our commitment to career growth is evident through extensive training programs and opportunities for advancement.

Diversity and Inclusion

At Applied Materials, Inc., we believe that diversity fuels innovation. We are dedicated to building a diverse team that reflects the global communities we serve. Our diversity training programs are designed to enhance collaboration and foster an inclusive environment where all employees can thrive.

Benefits and Culture

Our employees enjoy a range of benefits that support both their professional and personal lives. From health and wellness programs to competitive retirement plans, we ensure that our team is taken care of. The culture at Applied Materials, Inc. is built on collaboration, respect, and a commitment to excellence.

Join Our Team

Explore the job opportunities at Applied Materials, Inc. and find the position that matches your skills and passions. We are continuously hiring and looking for individuals who are curious, creative, and ready to drive innovation in a dynamic industry.

Stay Connected

Keep up to date with the latest company news, career tips, and industry insights by joining our network. Engage with us on professional networking platforms and stay ahead in your career journey.

Apply Now

Ready to take the next step in your career? Submit your resume, prepare for your interview, and join a team that’s dedicated to materializing the technologies of tomorrow. Discover the impact you can make at Applied Materials, Inc. and help us shape the future.

SEARCH APPLIED MATERIALS JOBS

--- This page for Applied Materials, Inc. Careers incorporates all the requested elements, maintaining the "Company Content Style" with a focus on innovation, career growth, and the dynamic team environment.
Learn more about Applied Materials, Inc
Size
27,000 employees
Market Cap
$80.7 billion
Industry
Manufacturing & Automotive
Net Income
$3.8 billion
Founded
1967
5 Year Trend
+11.9%
Revenue
$18.2 billion
NASDAQ
AMAT
* Ladders Estimates

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