A Recrucial breakdown of the fastest-growing engineering role in enterprise AI: where the demand comes from, where the job was invented, what the work involves, what it pays, and how an engineer builds a career in it. Forward Deployed Engineer - Pay by market tier The EPAM number that deserved more attention On 28 July 2026, EPAM Systems announced it had joined the OpenAI Partner Network as an Advanced Partner. As partnership press releases go, it looked routine, and most peo

Agentic engineer" is the job title suddenly turning up everywhere, usually wrapped in enough jargon to sound mysterious. Here's the plain-English version: what these engineers actually do, where the industry still disagrees about how to work this way, and where the role is heading. No technical background required.

Remote hiring has a new kind of risk: not embellished résumés, but candidates who aren’t the person on the call. In this piece, I unpack how interview fraud works—from proxy interviews to AI-assisted performances—why it’s accelerating now, and what calm, practical safeguards recruiters, hiring managers, and founders can add without turning hiring into an interrogation.

Rethinking Deloitte’s HR Reimagined for Agentic AI with Real-World Guardrails is a practitioner’s take on how agentic AI can truly re-architect HR. I cut through the slides to show what changes, where expectations meet reality, the warning signs to watch, and the concrete steps for human-in-the-loop, privacy, data quality, and tiered service to deploy AI without breaking trust.