Session

External Hiring Wasn't the Answer: Finding the AI-Era Workforce from Within

Defining emerging roles and finding credible internal candidates when the external market cannot supply ready-made capability.

PAWorld26 NYC · 4–5 November 2026 · New York City

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– · Work Design

About this session

When an emerging role has no ready-made external talent market, how should an organisation define the work and decide who could grow into it? Katerina Perry draws on an EPAM workforce-planning challenge to examine the role, skills adjacency, internal candidate evidence and judgements needed before a move is justified.

Learning outcomes

  • Describe an emerging role in terms of work and capability.
  • Distinguish a plausible internal candidate from demonstrated readiness.
  • Identify evidence and development needed to justify an internal transition.

This session will explore

  • Define the work and capabilities required for an emerging role.
  • Explore skills adjacency and evidence about potential internal candidates.
  • Examine the judgement and development conditions needed before supporting a move.

Context

An emerging role may have no established external talent pool. Organisations then need a credible account of the work, adjacent skills and development required before assuming that an internal move is feasible.

Speakers and contributors

  • Katerina Perry
    Presenter
    Vice President, Head of Workforce Planning & Management
    EPAM Systems
    EPAM Systems logo