Insights
IT hiring, AI and the teams behind the technology.
Explore the skills behind production AI, the role of reliability in cloud teams, and practical decisions in IT staffing.
Explore the AI hiring guideFeatured insight · Data & AI
From AI prototypes to production: the roles teams need.
What changes when an AI feature reaches real users—and how data, software and platform specialists share the work.
Read the articleNotes on the work
behind your next hire.
- Hiring01 / Hiring strategy
Compare engagement models.
- AI02 / Production AI
Connect data, evaluation and operations.
- Cloud03 / Cloud teams
Build, deploy and operate.
Technology, teams and the next hire
Hiring strategy: compare engagement models. Production AI: connect data, evaluation and operations. Cloud teams: build, deploy and operate reliable services. Explore these topics in the articles.
Hiring strategy 4 min read
Contract or permanent? Start with the work.
A practical way to choose a hiring model around the duration, ownership and context of a technology role.
Read the guide
Cloud & DevOps 4 min read
Why reliability experience matters in cloud teams.
Cloud tools are only part of the picture. Explore the engineering practices that connect infrastructure, releases and reliable operations.
Read the guide
Hiring essentials 4 min read
A useful IT hiring brief in four parts.
Give recruiters and candidates the context they need: the work, essential experience, environment and practical terms.
Read the guide