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Quick Answer: Choose between a cybersecurity architect and solutions engineer based on what the person needs to own. Hire an architect to guide security design across your environment. Consider a solutions engineer when you need someone to work through bu

Quick Summary: A data engineer builds and maintains reliable systems for collecting, storing, and processing data, while an analytics engineer develops tested, documented data models for analysis. Hire according to where the problem lies: data delivery, b

Quick answer: AI candidate fraud ranges from fabricated résumés and work samples to identity theft and fraudulent remote workers. IT employers face greater exposure because technical hires may receive access to source code, infrastructure, credentials, an

Quick Summary: AI engineers, cybersecurity specialists, and data infrastructure professionals remain some of the hardest IT roles to hire in 2026. As companies expand AI initiatives and strengthen cybersecurity programs, demand for specialized talent cont

Quick answer: Hiring IT roles in 2026 usually takes longer than the 30-day timeline many teams still expect. Average time to fill now ranges from 63 to 68 days, with senior, AI/ML, cybersecurity, and niche technical roles often taking much longer. Faster

Quick answer: The right hire depends on where your organization is in the ML lifecycle. Data scientists explore data, build models, and surface insights. ML engineers take those models and make them work in production. Most teams need both, but getting th

Quick answer: You prove AI skills by showing work, not listing coursework. A portfolio of real projects documented on GitHub or a personal site demonstrates far more to hiring managers than a transcript. Certifications from providers like Google, AWS, or

Quick answer: Match your hiring to your AI maturity stage. Early-stage initiatives need a data engineer and a project-focused technical lead, not a full AI team. Use contract AI talent for time-bound builds and hire permanently only when you've proven sus

Quick answer: Building an app development team requires more than hiring developers. The most effective app dev hiring strategy maps software development roles to your team's current stage, starting with architecture and platform before scaling front-end

Continuing a Multi-Year Streak of Client, Talent, and Internal Recognition GDH is proud to be named a ClearlyRated Best of Staffing Award winner for the 17th consecutive year for clients, the 14th year for talent, and the 6th year for internal employees.