Quantum optimization challenges at Quantum.Tech 2025: Talent and skills gap

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A fascinating exchange at Quantum.Tech 2025 during the Industry Disruptor Panel on optimization challenges: 🔹 Helmut G. Katzgraber, Former Senior Practice Lead of Advanced Solutions at Amazon: “Once you have an optimization problem with 100,000 variables and 10,000 constraints, you will definitely give up on it...Talent is the biggest blocker right now. If we achieve quantum advantage we don’t have enough resource to deliver it. There will be a skills gap for another 10 years as a PHD is required” 🔹 Harry Buhrman, Chief Scientist for Quantum Algorithms and Innovation at Quantinuum: “You should look at small data, big compute problems. And they're also present in optimization. … It’s important that we look at optimization problems that are hard classically, for which we can find a good, easy, quick quantum solution. It won’t be for a world-changing problem at the beginning, but that is the start - that’s where we have to go.” A perfect example of the critical conversations happening here in Rotterdam - where today’s challenges meet tomorrow’s solutions. #QT25 #QuantumTech

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