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Data Architect / Business Data Analyst

Job ID 132350-en_US Date posted 02/04/2026 Location Bangalore, Karnataka,

Job Summary

We are seeking a Product/Data Architect to join our Enterprise Data & Analytics team, focusing on Customer Success (CSOps) and Professional Services Operations (PSOps). In this role, you will partner with both IT and business stakeholders to transform raw data into actionable insights that drive strategic decisions and enhance customer outcomes.

You will design robust data models, architect scalable dataflows, and explore innovative technologies — including advanced analytics, data science, and machine learning — to maximize the value of our data assets. Your work will shape how our teams leverage data to improve operational efficiency, customer engagement, and business performance.

The ideal candidate combines deep business acumen with technical expertise, thrives on solving complex problems, and has a passion for delivering solutions that empower stakeholders and fuel customer success

Key Attributes

  • Strong understanding of CS (Customer Success) and PS (Professional Services) processes and data needs for a global organization. 
  • Expertise in data modeling, data architecture, and analytics platforms
  • Ability to bridge business requirements with technical solutions
  • Curiosity for emerging tools and technologies
  • Commitment to driving measurable impact for customers and the business

Job Requirements

  • Domain Expertise

    • Strong subject matter expertise in at least two of the following domains: Customer Success, Professional Services, Install Base, Case Management, Revenue Reporting, or Customer Support.
    • Proven track record of delivering multiple complex technical projects from concept to production.

    Technical Skills

    • Data Modeling: Expertise in designing conceptual, logical, and physical data models to support enterprise analytics and operational reporting. Ability to define data structures, relationships, and metadata standards; optimize models for performance, scalability, and maintainability; and ensure alignment with business processes in CSOps and PSOps.
    • Hands-on experience with SQLRESTful APIs, and related standards; proficiency in Python and NoSQL is a plus.
    • Skilled in building, optimizing, and evaluating data pipelines and delivering production-ready systems.
    • Familiar with data platforms such as Oracle Data Warehouse, Snowflake, HVR, and Informatica IICS.
    • Experience with data visualization tools like Tableau and Power BI.
    • Strong data orientation with a passion for exploring innovative analytical techniques.

    Methodologies, Compliance & Lifecycle Management

    • Knowledge of both Waterfall and Agile/Scrum methodologies.
    • Experience across all phases of the Software Development Life Cycle (SDLC).
    • Understanding of SOX compliance requirements and principles, particularly in relation to financial data, revenue reporting, and operational controls.
    • Skilled in collaborating with IT delivery teams on complex, cross-functional projects.

    Leadership & Collaboration

    • Ability to work collaboratively while taking a lead role when needed.
    • Capable of handling multiple priorities independently with minimal supervision.
    • Proven ability to influence stakeholders and drive results as a proactive contributor.

    Soft Skills

    • Strong written and verbal communication skills.
    • Excellent problem-solving and troubleshooting abilities.

Education

•    A minimum of 8 years of experience is required, including 6+ years solid relevant experience in Business Analytics.
•    Bachelor of Science Degree in Computer Science, Management Information Systems, or Business, or related field is required

Apply now

NetApp is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all federal, state and local laws that prohibit employment discrimination based on age, race, color, gender, sexual orientation, gender identity, national origin, religion, disability or genetic information, pregnancy, protected veteran status, and any other protected classification. We pledge to take every reasonable step to ensure that our applicants and employees are respected, treated fairly, and with dignity. See the EEO poster. NetApp makes reasonable accommodations, consistent with applicable laws, for religious purposes and for the known physical or mental limitations of an otherwise qualified applicant or employee with a disability, who can perform the essential job functions unless undue hardship would result.

Reasonable accommodation

If you are an applicant with a physical or mental disability that requires reasonable accommodation for any part of our application process, please email accessibility@netapp.com. Each request for reasonable accommodation will be considered on a case-by-case basis, consistent with applicable laws and regulations. Please note, this email address is only for accommodation requests; we do not accept unsolicited resumes.

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Note to agencies

We’re sorry, but we cannot accept unsolicited resumes that are sent to NetApp employees or contractors. We will not compensate for a referral without a current contract on file with our Talent Acquisition team. If you’re interested in helping us with a particular role, please call your partner in Talent Acquisition to discuss.