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Forward Deployed Engineer - AI Prototyping & Product Engineering

Novartis

Novartis is also hiring for this role in Prague.

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This role on the market

39 open prototyping roles across 22 companies are on ApplySarthi right now, most of them in Hyderabad (2), Bengaluru (2), Pune (1).

What prototyping roles keep asking for: Python (38%), Machine learning (23%), AWS (21%), Generative AI (18%), Deep learning (15%), C++ (13%) — counted across their open postings here.

Forward Deployed Engineer jobs in India · Remote Forward Deployed Engineer jobs · AWS jobs · Data modelling jobs · Deep learning jobs · Generative AI jobs

Novartis has 854 open roles listed here.

Counted across 14 company job boards, updated as roles open and close.

Preparing for this interview

Interviews for prototyping roles keep coming back to Python, Machine learning, AWS, Generative AI. Practise those questions before you sit with Novartis.

Questions you are likely to be asked

  1. Why do you want to join Novartis?
  2. What is your experience with Python? Tell me one thing you learned the hard way.
  3. When would you not use machine learning for a problem?
  4. Walk me through a model you built, from the data to how it was used.
  5. How did you know your model was actually good, and not just good on your test set?

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Job Description Summary Job Title: Forward Deployed Engineer - AI Prototyping & Product Engineering #LI-Hybrid Location: Hyderabad, India Relocation Support: Yes What if you could take an ambitious AI idea and turn it into a product that scientists, clinicians, and business teams actually use? In this hands-on, builder-first role, you'll work directly with teams across life sciences and healthcare to translate complex problems into practical AI-powered solutions. You'll move from discovery and rapid prototyping to full-stack product engineering, enterprise integration, deployment, and continuous improvement, using foundation models, AI-assisted development tools, retrieval-augmented generation, agentic approaches, and reusable platforms. This is an opportunity to stay close to the code while shaping solutions with users and turning promising prototypes into secure, scalable products with measurable impact. Job Description Key Responsibilities · Partner with business and domain teams to translate complex challenges into high-value AI product opportunities. · Rapidly prototype, test, and refine solutions through short build, demonstrate, learn cycles with users. · Build end-to-end AI applications using Python, TypeScript, React, foundation models, and reusable platform capabilities. · Apply AI-assisted development tools and coding agents while ensuring quality, security, and maintainable engineering. · Develop retrieval-augmented generation, document intelligence, agentic workflows, and automation for life sciences use cases. · Integrate AI products with enterprise application programming interfaces, data platforms, identity services, and authorized business systems. · Deploy secure, reliable applications on Amazon Web Services using Amazon Bedrock and appropriate cloud services. · Establish automated testing, evaluation, observability, continuous integration and deployment, and sustainable operational practices. · Embed privacy, security, traceability, human oversight, and appropriate controls throughout the product lifecycle. · Measure adoption and business outcomes, turning successful solutions into reusable capabilities that accelerate future AI products. Essential Requirements · Approximately 8-12+ years of professional experience, including 5+ years building and delivering production software. · Proven ownership of applications or products from problem discovery through deployment, adoption, and continuous improvement. · Strong Python expertise with the ability to build complete, production-ready applications beyond notebooks, prompts, or model endpoints. · Working-to-advanced TypeScript, JavaScript, and React experience building functional and intuitive user interfaces. · Strong engineering fundamentals across application programming interfaces, data modelling, databases, authentication, testing, containers, and cloud deployment. · Hands-on experience with continuous integration and continuous delivery practices, building maintainable solutions suitable for production environments. Desirable Requirements · Experience building generative artificial intelligence solutions using foundation models, retrieval-augmented generation, agentic workflows, and tool integrations. · Experience delivering technology solutions within life sciences, pharmaceuticals, healthcare, or another regulated environment. Commitment to Diversity and Inclusion: Novartis is committed to building an outstanding, inclusive work environment and diverse teams' representative of the patients and communities we serve. Accessibility and accommodation Novartis is committed to working with and providing reasonable accommodation to individuals with disabilities. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the recruitment process, or in order to perform the essential functions of a position, please send an e-mail to diversityandincl.india@novartis.com and let us know the nature of your request and your contact information. Please include the job requisition number in your message Skills Desired Artificial Intelligence (AI), Biostatistics, Business Value Creation, Change Management, Curious Mindset, Data Governance, Data Literacy, Data Quality, Data Science, Data Visualization, Deep Learning, Generative AI, Graph Algorithms, Learning Agility, Machine Learning (ML), Machine Learning Algorithms, Neuro-Linguistic Programming (NLP), Organizational Awareness, Pandas Python Library, Python (Programming Language), R Programming, Stakeholder Engagement, Statistical Analysis, Structured Query Language (SQL), Time Series Analysis

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Listed on workday · posted 2026-10-29. ApplySarthi collects openings and links to application pages; the role is advertised by Novartis, not by us.