Stop hiring "DX people"
Most enterprise digital-talent strategies are job-description strategies: post a role, hope candidates appear, lose them to scale-ups. The result is a thin layer of "DX people" inside an organization that does not change its operating capability. Treating digital talent as a recruiting problem guarantees you will lose the talent war.
The enterprises that win treat digital talent as a portfolio. They identify five distinct capability pools, decide for each one whether to build, buy, or partner, and operate the portfolio with the same discipline they apply to a financial portfolio.
DX Strategy Perspective
The corporate complaint "we cannot hire digital talent" is usually shorthand for "we cannot define what we are hiring." Once the five capability pools are explicit, recruiting becomes targeted, retention becomes designed, and the talent supply chain becomes operable.
Pool 1: Product engineering
Software engineers, product managers, designers — the people who build the digital interface to the business. Build-vs-buy heuristic: in-house if the digital product is part of the moat; partner with a specialized firm only where the surface is non-strategic.
Pool 2: AI and data science
ML engineers, applied scientists, data engineers. Scarcer and more globally fluid than product engineering. Most enterprises will hire a small senior core and partner for surge capacity. Concentration of senior talent matters more than total headcount.
Pool 3: Domain transformation leadership
The people who understand the business deeply enough to redesign it, and have enough technical literacy to direct engineering and AI work. The single most underdiagnosed capability in most enterprises. These leaders are typically grown from inside the firm, not hired. Investment looks like senior-leader rotations into digital roles, not job postings.
Pool 4: Governance and risk
AI governance specialists, data-privacy lawyers, regulatory liaisons. In regulated industries (financial services, healthcare, public sector), the absence of this pool will cap enterprise AI ambition. Often built jointly between Legal and the AI Center of Excellence.
Pool 5: Adoption and change
Internal trainers, change managers, communications, organizational psychologists. The pool most often dismissed as "soft." The pool most often determinative of whether a digital initiative actually changes the operating company. Investment here returns more than equivalent investment in additional engineering hires.
The enterprise that wins is not the one with the most engineers. It is the one with the right balance across the five pools, and the discipline to keep that balance as the strategy evolves.
The operating model
Run the talent portfolio with three artifacts: a portfolio map (pools x roles x build-buy-partner), a 24-month build plan (rotations, hires, partnerships, retention), and a quarterly portfolio review at the executive level. The CHRO owns this; the CDO and the BU heads are joint stakeholders.