Gregg Flecke
By Gregg Flecke The data analyst interview in 2026 should grade three things and three things only: stakeholder translation, business framing under ambiguity, and judgment about which question is worth answering. SQL syntax, dashboard mechanics, and tool trivia all belong in a 20-minute screen or a take-home, not in the live loop. A four-round loop … Read more
By Gregg Flecke Hiring a generative AI engineer in 2026 means scoping which of five working profiles you actually need (LLM application engineer, RAG/retrieval engineer, fine-tuning specialist, eval and safety engineer, or production GenAI/MLOps), budgeting $145K to $215K mid-level and $230K to $340K senior, and running a four-round loop that grades RAG architecture judgment, eval … Read more
By Gregg Flecke A 2026 data analyst hire breaks cleanly into one of four working profiles (BI, marketing or product, analytics engineer, or finance and FP&A), with base comp running $72K to $135K depending on profile and metro, and clean searches closing in 21 to 35 days from intake to accepted offer. The SQL trivia … Read more
Cybersecurity Engineer Salary Guide 2026 By Gregg Flecke Cybersecurity engineers in the United States earn $118,000 to $185,000 base in 2026, with a national median near $148,000. Senior engineers in cloud security or incident response clear $200,000. CISSP and OSCP add $15,000 to $30,000 on top of band. Base pay is only part of the … Read more
By Gregg Flecke To hire a data architect in 2026, scope the workload first (warehouse, lakehouse, or streaming), set a comp band of $150K to $235K depending on cloud platform depth, run a design-first interview loop, and expect a 17-day average fill on a clean req. Skip the workload-scoping step and the role sits open … Read more
By Gregg Flecke The UX designer interview loop in 2026 should test three layers in this order: how a candidate reads a research signal, how they defend a design decision under pressure, and how they collaborate when the spec is wrong. Most loops grade portfolios and skip the second two. That is why most loops … Read more
By Gregg Flecke Hiring manager burnout in 2026 shows up as missed interview slots, shifting role specs, and reqs that sit open past 60 days while the manager keeps adding tasks to the search. The fix is not motivation. It is fewer reqs, tighter interview loops, and pulling admin work off the manager’s desk. I … Read more
By Gregg Flecke Three NetSuite consultant archetypes need three different interview loops. Functional consultants get module and business-process questions. Technical consultants get SuiteScript and integration scenarios. Hybrid consultants get both. Skip the generic question list. Build the loop around the role you actually have. Nearly three decades of placing IT and ERP consultants will teach … Read more
By Gregg Flecke Engineering managers in the United States earn $145,000 to $245,000 base in 2026, with senior EMs at AI labs and big tech routinely clearing $310,000 to $475,000 total comp, and the offer that actually closes a hire is shaped less by years managing than by domain, team size, and the tier of … Read more
By Gregg Flecke A backend developer designs, builds, and operates the server-side systems behind a product, with 2026 U.S. base salaries from $115,000 at mid-level to $245,000 for senior platform leads, depending on stack, vertical, and metro. Most backend searches that drag past 60 days share the same root cause. The posting says “backend developer” … Read more
