Should I Hire a Full-Time AI Engineer or a Contractor? (Decision Framework)

Hiring manager weighing whether to hire a full-time AI engineer or a contractor in a modern office

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 you genuinely can’t tell, contract-to-hire settles it. That’s the version that fits on a sticky note. The one that actually saves … Read more

How to Hire a Go (Golang) Developer: 2026 Guide

Senior Go developer weighing a role offer at a modern office desk, KORE1 guide to hiring a Golang developer in 2026

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 weeks to fill a well-scoped role. Screen hard for real concurrency experience, not the keyword on a resume. … Read more

How to Hire Your First AI Engineer

Startup founder and senior AI engineer candidate discussing a first AI hire across a table in a modern office

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 for range over research depth, confirm you have a real use case and reachable data before … Read more

How to Hire a Workday Consultant: 2026 Guide

Workday consultant and a hiring manager discussing a staffing plan in a modern office

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 to eight weeks. The expensive mistakes almost all happen before the req goes live, in the part … Read more

How to Hire Your First Data Scientist

Startup founder and her first data scientist reviewing a conversion trend chart in an early-stage office

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, and budget roughly $150,000 to $210,000 in base salary for a strong generalist. I’m Gregg Flecke. … Read more