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      India’s healthcare sector is entering a defining phase as expanding healthcare infrastructure, evolving care models and the growing adoption of digital health and artificial intelligence (AI) reshape how care is delivered, managed and experienced. The ‘Skilling India’s healthcare workforce for digital health and AI’ report examines how India can build a future-ready healthcare workforce equipped to use digital technologies and AI safely, effectively and responsibly.

      The report explores the healthcare workforce landscape in India, key gaps in digital and AI readiness, evolving regulatory and technology drivers, India’s skilling ecosystem, and relevant global learnings. It proposes an indicative National Digital Health and AI Competency Framework (NDH-AICF) built around a three-tier workforce architecture, eight competency domains and four proficiency levels. The framework outlines role-based pathways for existing healthcare cadres while identifying 20+ emerging digital health and AI roles by 2035 across areas such as clinical informatics, health data and analytics, AI, privacy, cybersecurity, virtual care and interoperability.

      The report highlights the need for large-scale digital health and AI skilling, supported by coordinated action across government, regulators, healthcare providers, academia, industry and the broader skilling ecosystem. It emphasises that India’s healthcare transformation will depend not on technology alone, but on a workforce capable of combining digital and AI capabilities with professional judgement, accountability and patient-centric care.


      Key highlights of the report

      • Building a future-ready healthcare workforce

        India’s healthcare workforce agenda needs to evolve from a predominantly numbers-and-capacity challenge towards a capacity + capability + productivity transformation, supported by systematic digital health and AI skilling, reskilling and upskilling

      • Skilling approximately 1.25 million professionals annually

        The report estimates that India is expected to skill ~ 1.25 million healthcare professionals annually in digital health and AI through 2035 to build workforce readiness at scale

      • Creating a three-tier workforce architecture for 2035

        The proposed NDH-AICF defines three workforce tiers: a digitally enabled care workforce, an AI-augmented clinical and operational workforce, and specialist digital health and AI cadres, enabling capabilities to be aligned with roles and responsibilities

      • Developing eight digital health and AI competency domains

        The framework spans digital health foundations, digital care delivery, health data and analytics, AI-enabled practice, interoperability, privacy and cybersecurity, digital operations, and digital leadership and governance, providing a common architecture for role-based skilling

      • Transforming existing healthcare roles

        Digital health and AI are expected to augment rather than replace existing healthcare roles. The report maps evolving competency pathways across 10 workforce cadres, including doctors, nurses, allied health professionals, frontline workers, administrators, health IT teams and policymakers

      • Enabling 20+ emerging digital health and AI roles

        By 2035, new and specialised roles are expected to emerge across clinical informatics, health data and analytics, artificial intelligence, data privacy and cybersecurity, virtual care, interoperability and digital operations, creating new career pathways across the healthcare ecosystem

      • Moving from fragmented skilling to a common competency architecture

        While India already has a growing digital health and AI skilling ecosystem across government, academia, professional bodies, hospitals and industry, the report highlights the need for a coordinated, role-based national approach that connects training with assessment, certification and career progression

      • Turning the framework into sustained action

        Implementation of the NDH-AICF may require coordinated participation from central and state governments, regulators, professional councils, healthcare providers, healthcare professionals, skilling platforms, academia, industry and development partners, supported by experiential learning, credible assessment and continuous capability development



      Skilling India’s healthcare workforce for digital health and AI

      Building skills for future healthcare: From the existing healthcare workforce to 20+ emerging new roles by 2035

      Key Contacts

      Nilachal Mishra

      Partner and Head, Government & Public Services (G&PS), National Leader - Government and Infrastructure

      KPMG in India

      Lalit Mistry

      Partner and Co-head, Healthcare

      KPMG in India

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