Hard-to-Hire IT Roles · 2026/2027 Hiring Guides

Hiring guides for the IT roles that are hardest to fill

79 roles across 10 technology disciplines, ranked by hiring difficulty and organized to help hiring teams understand where talent is scarce, why searches stall, and how to build a stronger recruiting plan.

79Role hiring guides
10Job families
19Rated extremely difficult

Browse by job family

01 · 11 ROLES

AI & Machine Learning

Production ML, MLOps, LLM evaluation, and AI infrastructure talent. Nearly half of organizations report AI/ML understaffing, the widest gap of any technology discipline.

9.1Avg. difficulty
EXTREMELY DIFFICULT9.5/10

AI Research Scientist

Senior / PrincipalHiring guide →
02 · 15 ROLES

Cybersecurity

Cloud security, AppSec, DevSecOps, identity, and security leadership. Demand is high across the board, but scarcity concentrates in specific skills and production experience.

8.6Avg. difficulty
EXTREMELY DIFFICULT9.4/10

Application Security Engineer

Mid / SeniorHiring guide →
VERY DIFFICULT8.8/10

Identity & Access Management Specialist

Mid / SeniorHiring guide →
VERY DIFFICULT8.8/10

Information Security Officer

Director / ExecutiveHiring guide →
VERY DIFFICULT8.6/10

Security Operations Manager / SOC Lead

Manager / LeadHiring guide →
VERY DIFFICULT8.0/10

Cybersecurity Analyst (Tier 2/3 SOC)

Mid / SeniorHiring guide →
03 · 5 ROLES

Industry Platforms & Applications

Guidewire, Duck Creek, Banner, Workday Student, EHR, and ERP talent, where platform depth has to meet healthcare, insurance, or higher education process knowledge.

8.5Avg. difficulty
EXTREMELY DIFFICULT9.3/10

Insurance Core Platform Consultant

EXTREMELY DIFFICULT9.2/10

Higher Education ERP / SIS Consultant

EXTREMELY DIFFICULT9.0/10

Healthcare EHR / Clinical Informatics Specialist

Mid / SeniorHiring guide →
04 · 8 ROLES

Cloud & DevOps

Platform engineering, Kubernetes, SRE, and infrastructure-as-code talent supporting production AI, modernization, and reliability. Platform and cloud teams remain materially understaffed.

8.5Avg. difficulty
VERY DIFFICULT8.5/10

Infrastructure as Code Specialist

Mid / SeniorHiring guide →
05 · 9 ROLES

Data & Analytics

Cloud data architecture and AI-ready data engineering are the hardest data roles to fill. General analysis draws from a broader pool unless domain depth is required.

7.3Avg. difficulty
06 · 7 ROLES

Software Engineering

The overall pool is large. Senior architects, embedded engineers, and exact stack-and-domain combinations are where searches slow down.

7.2Avg. difficulty
07 · 8 ROLES

Infrastructure & Network

Architecture talent remains scarce. Hybrid cloud, security, and on-site coverage requirements can materially lengthen otherwise routine searches.

7.1Avg. difficulty
MODERATE5.0/10

Help Desk / Technical Support Lead

Lead / SupervisorHiring guide →
08 · 4 ROLES

Digital Transformation & Product

Modernization, product, and change leaders who can translate strategy into adoption. The sharpest scarcity sits at the senior leadership level.

7.0Avg. difficulty
09 · 6 ROLES

Project & Program Management

General PM supply is healthy. Complex technical programs, regulated environments, and PMO leadership are where qualified candidates thin out.

6.6Avg. difficulty
10 · 6 ROLES

QA & Testing

SDET, performance, and cloud QA specialists who code like developers and design reliable test systems remain harder to find than traditional QA talent.

6.5Avg. difficulty
DIFFICULT7.0/10

Software Development Engineer in Test (SDET)

Mid / SeniorHiring guide →

Why hiring teams bring Overture the hard searches

Scarce talent needs a sharper search, not a longer one

When a role scores 8 or higher, posting and waiting rarely works. Overture starts with the environment the person will actually support, then screens candidates against that work rather than against keywords.

For hiring managers

A shortlist you would actually interview

  • Role calibration before sourcing
  • Every resume reviewed by an experienced recruiter
  • Scenario-based vetting against your platform and stack
  • Contract, contract-to-hire, or direct hire options

For talent acquisition leaders

Specialist coverage for the reqs that stall

  • Extra capacity for niche and senior searches
  • Compensation and time-to-fill planning guidance
  • Clear candidate status and feedback cadence
  • Engagement after the start date to protect retention
2001Founded in Boston, 25 years of IT staffing
<5%Consultant turnover
100%Human-reviewed resumes
3Engagement models

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