Mike Carter
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 $95,000 to over $175,000 depending on the work. The template below is built from postings that actually filled, not the kitchen-sink JDs that pull … Read more
SpaceX Buys Cursor for $60 Billion: What the AI Coding Deal Means for Tech Hiring AI will not replace software engineers in 2026, but it is already reshaping who gets hired: the premium is shifting fast toward engineers who can direct AI tools, review their output, and own the architecture AI still gets wrong. The … Read more
By Mike Carter A technical product manager owns the parts of a product that engineers themselves use, the APIs, SDKs, internal platforms, data pipelines, and ML infrastructure other teams build on. They spend most of the day turning technical constraints into decisions the rest of the team can act on. Less Figma, more architecture diagrams. … Read more
Ask a founder what a product manager costs and you’ll hear a salary number. That number is the floor, not the bill. Hiring a product manager in 2026 costs a U.S. employer about $215,000 to $500,000 in the first year, once you stack fully loaded compensation, recruiting or agency fees, the cost of the open … Read more
Tech contractor hourly rates in 2026 run from about $45 an hour for IT support to $160-plus for AI and cloud architects, with most mid-to-senior software contractors landing between $60 and $110 an hour. Those are pay rates, what the contractor actually earns. The number on your invoice is higher, and the gap between the … Read more
