Level

Roche

Solution Architect - ERP D2P Data & Analytics

Roche is hiring a Solution Architect - ERP D2P Data & Analytics in Pune, India. Level rates it ; you can apply on Level.

AI in this role

ragnlp

At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections,  where you are valued, accepted and respected for who you are, allowing you to thrive both personally and professionally. This is how we aim to prevent, stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche, where every voice matters.

The Position

The Solution Architect focuses on designing business-driven, standards-based, and future-ready solutions within a specific solution context. In this role, you will design a scalable, business-aligned data architecture for ERP Demand-to-Pay (D2P) analytics that meet product requirements, business priorities, and enterprise standards while managing non-functional requirements (NFRs) and fitness functions. You will develop and maintain the product's technology roadmap, provide technical oversight to product teams, and evaluate new technologies to continuously improve existing solutions and manage technical debt.

Description of the area

The Demand to Pay  (D2P) Data & Analytics area is responsible for driving the end-to-end Procurement, Accounts Payable and Travel & Expense Management Data & AI strategies, by translating Functional strategies into measurable business outcomes. This includes supporting data product management and providing comprehensive analytics for our key stakeholders - Global Procurement, Diagnostics Direct Procurement and RSS Operations.  This work is based on the foundation of the Roche Group Data & AI strategies leveraging various global platforms.

Job Responsibilities

  • Define End-to-End Data Solution Architecture

    • Design how D2P data is collected, integrated, and consumed

    • Establish platform strategy (cloud / on-prem / hybrid)

  • Own Data Platforms & Components

    • Architect data pipelines, DataProducts, and catalogs

    • Define ownership, governance, and lifecycle management

  • Drive Architecture Strategy

    • Implement Decentralized, or Hybrid models

    • Balance consistency, scalability, and domain ownership

    • Establish reusable patterns for data integration, sharing, and governance

  • Support Information Architecture:

    • Support business team in data governance (data risk, data privacy, retention policy, anonymization obligation, etc.)

    • Support other data domains in connecting D2P to other domains (Both ways, reused and sharing)

    • Support Data Mesh based data Management framework.

    • Apply recommendation for Global Data Strategy for cataloging and shopping experience

  • Lead Data Modeling

    • Define Conceptual, Logical, and Physical data models and semantic layer for AI

    • Align business processes (Demand → Procurement → Payment) with data structures

  • Enable Analytics & AI

    • Design scalable AI data & analytics solutions across structured/unstructured data, including NLP pipelines, embeddings, semantic search, RAG, Generative AI, and Agentic AI systems

    • Build cloud-native (AWS/Azure) AI pipelines and integrate seamlessly with enterprise APIs and external systems

Qualifications

A Bachelor's degree in Computer Science Engineering or a related discipline is required. Professional certifications such as TOGAF Practitioner, CDMP (Associate), or Zachman Associate are considered a plus.

Education / Experience

  • 5+ years of experience in Data Architecture, or a similar role, with a proven track record of architecting and designing enterprise grade analytical and AI products

  • 2+ years of experience in the pharmaceutical, biotechnology, or regulated healthcare technology industry

  • 1+ years of experience in AI Architecture and emerging technology.

  • Experience maintaining the vision, roadmap, and current landscape for technical solutions, and assessing the impacts of initiatives on risk and application landscapes.

Technical Skills

  • in-depth knowledge in Snowflake (mandatory), DBT, Talend, Cortex AI, NLP pipelines, embeddings, semantic search, RAG, Generative AI, and Agentic AI systems

  • Proficiency in creating Conceptual & Logical Data Models, Taxonomies, and Ontologies for solutions and interfaces.

  • Ability to define and drive reference architectures, patterns, NFRs, and fitness functions.

  • Strong capability to drive external technology trends and assess feasibility for the solution, including conducting vendor assessments.

Additional Qualities

  • Strong communication and stakeholder management skills, with the ability to explain difficult or sensitive information and successfully build consensus.

  • Proactive mindset to identify opportunities to enhance value and business processes, improve existing solutions, and manage technical debt.

 

 

Who we are

A healthier future drives us to innovate. Together, more than 100’000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life-changing healthcare solutions that make a global impact.


Let’s build a healthier future, together.

Roche is an Equal Opportunity Employer.

How we rate this

Solution Architect - ERP D2P Data & Analytics at Roche rates 66 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

Prepare for this job

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Skills and AI tools this role asks for

RAGNLP

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Pay

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$168k

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Questions you could be asked

  1. How would you design a retrieval step so the model answers from real data instead of guessing?
  2. What NLP problem have you worked on, and how did you measure whether it actually worked?
  3. Describe a typical day in a role like this one: which parts run through AI directly?
  4. If you removed AI from this role, what would be left, and how do you decide what still needs a human?

Adapt your resume

  • List these exact terms on your resume: RAG and NLP. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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