
Leading company in the software industry
Data Architect
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:
Singapore,SGP
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.
Key Responsibilities:
- Design, build, and maintain scalable, reliable data pipelines to support AI/ML models and analytics in global supply chain and planning operations.
- Collaborate with data scientists and AI engineers to prepare and transform structured and unstructured data for modeling and simulation.
- Develop and optimize ETL/ELT processes using tools like Databricks, Spark.
- Ensure data quality, versioning, and lineage across the ML lifecycle.
- Support the deployment and monitoring of AI models in production environments.
- Translate business requirements into technical solutions, working closely with cross-functional teams.
- Contribute to the development of data services and APIs that power intelligent decision-making tools.
Requirements :
- 12-14 Years of strong experience in Data Architect roles
- Strong expertise in SQL, Python, and distributed data processing (e.g., Spark, Py Spark).
- Experience with cloud-based data platforms (Azure).
- Familiarity with MLOps tools and practices (e.g., MLflow) is a strong advantage.
- Experience working with AI/ML frameworks (e.g., Tensor Flow, Py Torch) or supporting model training and deployment is a strong advantage.
- Understands the role of data in driving supply chain and planning decisions.
- Able to align data engineering solutions with business KPIs and operational goals.
- May lead technical workstreams or mentor other engineers.
- Takes ownership of data infrastructure components and contributes to architectural planning.
- Solves complex data challenges with creativity and precision.
- Proactively identifies and resolves data quality, performance, and scalability issues.
- Enables the success of AI/ML initiatives by ensuring robust, scalable, and high-quality data infrastructure.
- Supports real-time and predictive decision-making across global operations.
- Communicates effectively with data scientists, AI engineers, and business stakeholders.
- Comfortable working in a fast-paced, collaborative environment with evolving priorities.
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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About Applied Materials

Applied Materials
PublicApplied 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+
Employees
Santa Clara
Headquarters
$57B
Valuation
Reviews
10 reviews
3.8
10 reviews
Work-life balance
3.2
Compensation
3.5
Culture
3.8
Career
3.3
Management
3.9
72%
Recommend to a friend
Pros
Supportive and approachable management
Good benefits and training programs
Cutting-edge technology and interesting projects
Cons
Heavy workload and frequent overtime
Fast-paced and stressful environment
Limited growth opportunities
Salary Ranges
53 data points
L2
L6
Mid/L4
L3
L4
L5
L2 · Financial Analyst L2
0 reports
$92,625
total per year
Base
$37,050
Stock
$46,313
Bonus
$9,263
$64,837
$120,413
Interview experience
4 interviews
Difficulty
3.0
/ 5
Duration
14-28 weeks
Interview process
1
Application Review
2
Recruiter Screen
3
Technical/Hiring Manager Interview
4
Final Round Interview
5
Offer
Common questions
Technical Knowledge
Behavioral/STAR
Past Experience
Problem Solving
Culture Fit
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