Tech Talent Research and Workforce Strategy Reports
Whitepapers, eBooks, and research reports from Qfyre TechLabs. Built on primary data, practitioner experience, and the FYRE methodology in motion. All free to download.
The AI Hiring Playbook: Executive Brief for Talent Leaders Building AI-Native Analytics & Data Teams
AI hiring has stopped being about finding candidates with AI on their resume. The real constraint is identifying professionals who can translate technical expertise into production-ready outcomes, before a competitor does. This brief maps where AI hiring pipelines break down and what separates organisations that consistently build high-performing AI teams.
- The AI Engineering Talent Landscape across five distinct capability areas
- Where AI hiring pipelines break down, from talent discovery to joining
- Market compensation and time-to-fill data for Data, ML, GenAI/LLM and MLOps roles
- A real-world case: solving hiring for an emerging AI role, start to finish
- The AI Hiring Scorecard, benchmarked against the FYRE Model
BFSI and Finance GCC Hiring Landscape: June 2026
CTC bands, city-by-city sourcing guide, and three hiring risks for BFSI and Finance GCC mid-senior roles.
Data and Analytics GCC Hiring Landscape: June 2026
Why data engineering and AI talent is the hardest gap to close in India's GCC ecosystem, and how to hire ahead of it.
DevOps and Cloud Hiring Landscape: June 2026
Supply data, CTC benchmarks, and counter-offer strategy for Azure DevOps mid-senior roles in Bengaluru and Hyderabad.
Role Intake Brief Template
The eight-section framework used by Qfyre TechLabs before sourcing any role. Ready to fill and use before the search begins.
The Talent Paradox: Abundance But No Fit
Why talent abundance coexists with chronic fit failures in tech hiring, and the FYRE response.
Tech Hiring Benchmarks 2026: TAT, Quality Ratio and Attrition
Data from 200+ hiring cycles across BFSI, Healthcare, Hi-Tech, and Retail.
The MSP Supplier Quality Problem: A Data-Backed Analysis
How MSP programmes suppress quality signals and what preferred suppliers can do about it.
BFSI Tech Talent Map 2026: Skills, Gaps and Hiring Outlook
Risk analytics, RegTech, cloud modernisation, and AI fraud detection talent gaps widening.
Contract-to-Hire as a Risk Strategy: Framework and Decision Guide
When to use C2H, how to structure it fairly, and how to design for conversion from Day 1.
The 90-Day Attrition Problem: Causes, Costs and Fixes
Primary research on early attrition in tech hiring, root causes, cost quantification, and the three interventions that work.
The Transformation Mandate: Building AI-Ready Teams
Why AI transformation stalls and the FYRE framework for building teams that actually deliver.
The AI Hiring Playbook: Building AI-Native Analytics and Data Teams
Where AI hiring pipelines break down, market compensation data, and a scorecard for evaluating your own hiring process against the FYRE Model.
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The Tech Talent Pulse
Three monthly surveys. Three perspectives. One honest picture of where the tech talent market is heading, from the professionals living it, the leaders hiring in it, and the practitioners running it. Free to read, every month.
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