How to Hire LLM Engineers in 2026
How to hire LLM engineers in 2026: the three sub-roles you actually need (Integrator, Platform, Research), salary bands, interview tests, and resume-padder tells.
Gregg Flecke
Remote Work Statistics 2026: What Employers Need to Know
Remote Work Statistics 2026: What Employers Need to Know Thirty-three percent. That’s how much hybrid work drops the quit rate versus fully in-office, per the peer-reviewed Nature study from Bloom, Han, and Liang. No productivity hit. That one number does more real work than the next fifty statistics in any 2026 remote-work listicle you will … Read more
What Does a Staffing Agency Do? Complete Guide
What Does a Staffing Agency Do? Complete Guide A staffing agency is a third-party firm that finds, screens, and places workers into jobs for other companies. The agency recruits candidates, verifies their skills, negotiates pay, and either employs them on its own payroll as contractors or hands them off to the client as a direct … Read more
Contingent Workforce vs Full-Time: How to Decide for Every Role
Contingent Workforce vs Full-Time: How to Decide for Every Role The choice between contingent and full-time staffing comes down to three questions about the role: does the work run longer than 12 months, does it own product direction or core IP, and does it manage anyone. Three yeses means full-time. Two or three noes means … Read more
Application Modernization Guide: When and How to Modernize Legacy Systems
Application Modernization Guide: When and How to Modernize Legacy Systems Application modernization is the process of updating legacy software systems, architectures, and infrastructure so they can run on current platforms, integrate with modern tools, and stop consuming 80% of your IT budget just to keep the lights on. The business case is rarely about new … Read more
AI in the Workplace: How Companies Are Actually Using It (2026 Data)
AI in the Workplace: How Companies Are Actually Using It (2026 Data) AI in the workplace refers to the deployment of machine learning, natural language processing, and automation tools across business functions to augment or replace tasks traditionally performed by employees. In 2026, adoption is near-universal at the enterprise level, but measurable ROI remains rare, … Read more
Staffing Agency vs Recruiting Agency: What Is the Difference?
Staffing Agency vs Recruiting Agency: What Is the Difference? A staffing agency supplies temporary and contract workers, stays on as the employer of record during the assignment, and handles payroll, benefits, and workers’ comp. A recruiting agency finds permanent employees for your company, collects a one-time placement fee when the person accepts, and walks away. … Read more
UX Designer Salary Guide 2026: What Employers Actually Pay
UX Designer Salary Guide 2026: What Employers Actually Pay A UX designer salary in the United States runs between $77,000 and $175,000 depending on experience, specialization, and whether the person you are calling a UX designer is actually a product designer who will laugh at your offer. The national median sits around $108,000 according to … Read more
How to Hire a Data Scientist: Sourcing, Screening & Salary Benchmarks
How to Hire a Data Scientist: Sourcing, Screening & Salary Benchmarks Most “data scientist” reqs we see on intake calls are not the role the company actually needs. About half describe a product analyst with SQL. About a quarter describe an ML engineer in disguise. The remaining quarter, the real ones, are the hardest searches … Read more
How to Build a Talent Pipeline Before You Need to Hire
How to Build a Talent Pipeline Before You Need to Hire Building a talent pipeline before you need to hire means cultivating relationships with potential hires while no role is open, so that when one does open, you start the search at a known quality bar instead of cold. The work happens during quiet weeks. … Read more