Artificial intelligence and machine learning hiring guides, AI engineer salary benchmarks, ML team structure advice, and industry trends shaping AI talent acquisition in 2026 and beyond.
By Khurram Tehseen, FSA, Founder and Principal at Operating Alpha Staff certificate review with contract analysts while verification is automated, then shrink the bench as each field goes live. A two-seat bridge, one mid-level financial analyst and one mid-level data analyst, models at about $92,000 for three months at national medians (KORE1 Contract Rate Index … Read more
By Robert Ardell, Co-Founder and Strategic Advisor, KORE1 Bain finds that for every dollar companies spend on technology, four go to people and process, and on an AI program that people spend is data engineering, integration, and governance work. Those seats are contract-shaped. A mid-level contract data engineer bills $98 to $122 an hour nationally, … Read more
By Jennifer Burdick, Recruiting Manager, KORE1 If AI did not absorb the work you cut, bridge with contractors before you rehire permanent staff. Orgvue found that 55% of leaders who made AI-driven redundancies admit they made the wrong decisions, and Careerminds found that 52.1% of HR leaders rehired eliminated roles within six months. A contractor … Read more
By Khurram Tehseen, FSA, Founder and Principal at Operating Alpha AI pilot ownership means one named person signs for the spend, accepts a measured baseline before launch, and answers on a fixed date whether the number moved. A pilot without that person is a recurring cost waiting for its renewal date. Account 6140. That was … Read more
By Kris Drouet, Engineering Executive, in partnership with KORE1 AI ownership works when each decision about a model gets one named owner, with product defining a correct answer, data owning what the model learns from, and engineering owning what ships and what rolls back. That split is the core of an AI operating model. Hand … Read more
By Khurram Tehseen, FSA, Founder and Principal at Operating Alpha When an AI tool is not working in a credit or insurance operation, the cause is usually the data under it, not the model. Trace the outputs your team corrected, then run the tool on records you have checked by hand before you replace anything. … Read more
By Devin Hornick, Co-Founder and Partner, KORE1 The IMF estimates AI will touch about 40% of jobs worldwide and 60% in advanced economies, but roughly half of those exposed jobs gain from it, so your real decision is which roles get augmented, downgraded, or cut. Kristalina Georgieva said it out loud on Monday in Bangkok, … Read more
By Khurram Tehseen, FSA, Founder and Principal at Operating Alpha Kill any AI pilot that has no financial owner, cannot name the credit decision it changes, or has never been scored against a result that already happened. Most AI implementation failure in private credit is a pilot that nobody had the standing to stop. The … Read more
By Khurram Tehseen, FSA, Founder and Principal at Operating Alpha Software adoption is the share of a decision that actually runs inside the system you bought, not the number of people who hold a license for it. Adoption stalls when the platform needs inputs the operation cannot produce. Training does not create an input. The … Read more
By Devin Hornick, Co-Founder and Partner, KORE1 The Broadcom Anthropic deal puts $60 billion of bank debt behind a $125.2 billion TPU lease whose payments start only when hardware goes live in 2027, so hiring pressure hits electricians, commissioning crews, and TPU engineers first. Money got raised in October. The people it pays for have … Read more
