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This might be the hardest job to crack on the market right now, and the job description is cricktically vague. What is not vague is the absolutely obvious amounts of pay that come with the role. Try leaving orbit with a payout that is this big. If you're serious about a job like this, this is a project that is going to get you ready, at least on the skills front. Handling the pressure is all on you, buddy. Let's get you started with a simple easy to understand checklist for the job and surprisingly for somebody working on the model training team, modeling experience is not required. But if I was starting out today, this is how I would prepare for jobs like this. Instead of just using frontier models, I would set up Evel's harness to measure quantitatively how good one model is versus another. Fine tuning open weights models using techniques like Laura is going to come in handy and of course for any job out there today, you need to understand telemetry and performance monitoring. If you're still with me, this is the project that I would work on in order to make my resume stand out. This might be the most valuable AI project to have on your portfolio because this forces you to fine tune an open weights model for a specific task deploy it to real users and then iterate on the performance data that you get from telemetry. There's no need to be intimidated. All of engineering is about taking a complex task and breaking it up into smaller simpler tasks. And if you enjoy doing that, follow me for more content.