Blog

Hiring guides for AI, DevOps & software teams

Practical, specific advice on finding, screening and hiring production-ready engineers.

DevOps & Platform

How to Hire the Best Cloud Migration Specialist for a 2026 Platform Move

A practical 2026 guide to hiring a cloud migration specialist, including skills to screen for, salary and day-rate ranges, sourcing routes, interview questions and red flags. Use it to define the role, assess production experience and move faster on the right hire.

18 min read ·20 Jul 2026
AI & Machine Learning

How to Find an Experienced Diffusion Model Engineer for Your AI Team in 2026

A practical 2026 guide to finding and hiring an experienced diffusion model engineer, covering skills, sourcing, salaries, screening, interviews and hiring timelines. Learn how to separate production-ready generative AI talent from candidates with only demo-level experience.

17 min read ·20 Jul 2026
DevOps & Platform

How to Hire the Best Kustomize Engineer for Kubernetes Platform Teams in 2026

A practical 2026 guide to hiring a production-ready Kustomize engineer, including skills to assess, salary and day-rate guidance, sourcing channels, interview questions and red flags. Built for hiring managers who need Kubernetes configuration expertise without wasting weeks on unsuitable DevOps CVs.

14 min read ·20 Jul 2026
AI & Machine Learning

How to Find an Experienced Prompt Engineer for Production AI Teams in 2026

A practical 2026 hiring guide for finding an experienced prompt engineer, including skills to assess, sourcing channels, salary ranges, interview questions and red flags. Learn how to define the role, screen candidates and move quickly without hiring someone who only knows demo-level prompting.

17 min read ·20 Jul 2026
DevOps & Platform

How to Hire the Best Docker Swarm Engineer for Production Platforms in 2026

A practical 2026 guide to hiring a Docker Swarm engineer, covering skills, costs, sourcing, screening, interview questions, red flags and hiring timelines. Learn how to identify production-ready Swarm talent for live platforms, migrations and reliability work.

16 min read ·20 Jul 2026
AI & Machine Learning

How to Hire the Best AI Agent Developer for Production AI Teams in 2026

A practical 2026 guide to hiring the best AI agent developer, covering skills, sourcing, salaries, interviews, red flags and contract versus permanent options. Learn how to assess production-ready agent experience rather than demo-building alone.

17 min read ·20 Jul 2026
Software Developers

How to Find a Good Groovy Developer for JVM Backend Teams in 2026

A practical 2026 hiring guide for finding a good Groovy developer, including skills to screen, salary and day-rate guidance, sourcing channels, interview questions and red flags. Built for hiring managers who need production-ready JVM, Grails, Jenkins or Gradle expertise.

17 min read ·20 Jul 2026