Mike Carter
Agentic AI Engineering Hiring Survey 2026: What the Market Is Actually Doing Agentic AI engineering hiring in 2026 is a seller’s market, where demand for engineers who can ship reliable AI agents has outrun a thin talent pool and pushed typical base pay to roughly $185K to $320K. Those bands hold. The fuller picture is … Read more
To hire a security engineer in 2026, define the specialization first, budget roughly $120,000 to $190,000 in base pay for mid-to-senior talent, and plan a three-to-six-week search in a market where skilled defenders almost never sit unemployed. Three decisions hide in that sentence, and the order matters. The longer version is the part that saves … Read more
By Mike Carter A product marketing manager job description has to name which PMM you actually need, the strategist who owns positioning or the enablement hire who turns the roadmap into sales decks, because those are two different jobs at two different prices. Get that one call right and the listing screens for you. Get … Read more
AI Engineer Interview Questions 2026: Building a Loop That Finds Shippers By Mike Carter The best AI engineer interview questions in 2026 test whether a candidate can build, evaluate, and ship a reliable system on top of a foundation model, not whether they can define a transformer or recite the history of attention. Anyone can … Read more
Hiring a staff engineer in 2026 means budgeting roughly $200K to $290K base in most U.S. markets, planning six to twelve weeks to fill, and screening for cross-team technical influence rather than raw coding speed. The hard part is not finding someone who can code. It is agreeing on what “staff” even means at your … Read more
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
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 only as the work proves out. … Read more
By Mike Carter A senior product manager job description has to define ownership before it lists tasks, because what makes the role senior is the size of the bet the person gets to make, not the length of the responsibilities section. The template below is the one we hand clients when a “Senior PM” req … Read more
Big data engineer salaries run $131K to $151K nationally in 2026, with senior and staff roles past $200K. Pay broken down by experience, city, skill, and industry.
By Mike Carter A data engineer job description should name the specific stack, the seniority level, and a salary band, because the title covers three different roles that pay anywhere from $80,000 to over $200,000 depending on the work. The template below is built from postings that actually filled, not the kitchen-sink JDs that pull … Read more
