Comprehensive hiring guides, talent acquisition strategies, and workforce planning resources for employers — covering everything from sourcing and screening to offer negotiation and onboarding across IT, engineering, and finance roles.
Last updated: June 22, 2026 | By Gregg Flecke Should I Hire a Full-Time AI Engineer or a Contractor? (Decision Framework) Hire a contractor when the work is a defined project, the scope is still fuzzy, or you need someone shipping in days. Hire full-time when you need ongoing model ownership and institutional knowledge. When … Read more
A group product manager is two jobs wearing one title. The offer letter almost always pays for one of them. Group Product Manager Salary Guide 2026 Last updated: June 21, 2026 | By Gregg Flecke Group product managers in the United States earn $190,000 to $285,000 base in 2026, with total compensation reaching $310,000 to … Read more
How Much Does It Cost to Hire an App Developer? (2026 Guide) Last updated: June 21, 2026 | By Tom Kenaley Hiring an app developer in the United States in 2026 typically costs $90,000 to $300,000 for a full-time first-year hire, or about $55 to $225 an hour on contract. That full-time range stacks salary, … Read more
How to Hire a Go (Golang) Developer: 2026 Guide Last updated: June 21, 2026 | By Robert Ardell To hire a Go (Golang) developer in 2026, name the track first, backend API, platform and infrastructure, high-throughput systems, or security tooling, then budget $150K to $230K base for a production-grade mid-to-senior engineer. Expect three to seven … Read more
How to Hire Your First AI Engineer Last updated: June 21, 2026 | By Mike Carter Your first AI engineer should be a senior applied generalist who can ship a working AI feature end to end, the data wiring, the model calls, the evaluation harness, and the production code, without a team behind them. Hire … Read more
How to Hire a Workday Consultant: 2026 Guide Last updated: June 20, 2026 | By Gregg Flecke To hire a Workday consultant in 2026, name the track first, functional, integrations, or reporting, then pin the module and decide whether you are building a tenant or running one already. Most well-scoped Workday searches close in four … Read more
Last updated: June 20, 2026 | By Mike Carter An AI team structure groups six functions: product, research, machine learning engineering, MLOps, data engineering, and infrastructure, all under a single owner, usually a Head of AI or a VP who reports to the CTO. Most companies start with three to five people and add specialists … Read more
Ask three engineering leaders what a developer costs and you’ll get three answers. All of them honest. None of them the number finance is actually asking for. How Much Does It Cost to Hire a Software Developer? (2026 Guide) Last updated: June 20, 2026 | By Tom Kenaley Hiring a software developer in the United … Read more
Most DevOps reqs name a salary and call it a budget. Those are not the same document. How Much Does It Cost to Hire a DevOps Engineer? (2026) Last updated: June 19, 2026 | By Tom Kenaley Hiring a DevOps engineer in 2026 costs a U.S. employer roughly $180,000 to $390,000 in the first year, … Read more
How to Hire Your First Data Scientist Last updated: June 19, 2026 | By Gregg Flecke Your first data scientist should be a senior generalist who can build a data pipeline, run the analysis, and ship a working model without a team behind them. Hire for range over depth, confirm you have usable data first, … Read more
