EPAM
The Challenge
EPAM's internal talent development ran four distinct programs — High Performance (HiPo), Senior Leadership, High Performance for Women, and Juniors — each with different decision criteria. The naive solution is four separate assessments. That fragments the data, multiplies validation work, and makes cross-program comparison impossible. The real problem was architectural: how to serve four different decisions from one coherent, validated measurement foundation.
The Approach
Rather than build four instruments, I designed one layered measurement architecture: an underlying psychometric layer feeding four program-specific decision layers. The key move was mapping EPAM's existing internal competency matrix onto validated psychometric constructs — the matrix became the translation between EPAM's own language and standard measurement. Each program then read the shared measurement layer through its own decision criteria. Work delivered via Gyfted's assessment platform.
Results
- One validated measurement layer serving four talent-development programs (HiPo, Senior Leadership, High Performance for Women, Juniors)
- 1000+ individuals assessed across the pilot programs
- Internal competency matrix mapped onto validated psychometric constructs
- Tools now in production use across EPAM's Leadership Development, Talent Development, and Talent Acquisition functions in EMEA and APAC
- Cross-program comparability preserved by a shared measurement foundation
What made this work custom wasn’t a single specially-built instrument — it was the architecture decision. Building four separate assessments would have produced four incomparable datasets and quadrupled the validation burden. Building one measurement layer with four decision layers kept the psychometrics coherent while still serving four genuinely different talent decisions.
The competency matrix was the hinge. EPAM already had an internal language for talent; mapping it onto validated constructs meant the organization could keep speaking its own language while the measurement underneath was psychometrically defensible.
This was done at Gyfted. The full program structure is documented in the EPAM case study on Gyfted’s site, and the broader argument for custom measurement over off-the-shelf surveys is in How to Measure Employee Engagement When Gallup’s Numbers Don’t Fit Your Org.