You write clearly. Much of this role is translating messy performance data into plain-English takeaways that a creator or an account lead can act on immediately, so the ability to be concise and unambiguous in writing matters more here than any particular technical credential.
You're organised and proactive, and you're comfortable holding several threads at once without ...
You have 6+ years building and shipping ML systems, with deep expertise in recommendation and ranking systems, statistics, predictive or causal modeling, and LLMs.
You have a track record of training models at scale and a strong grounding in robust ML pipelines, multimodal data representation, and model validation on real-world tasks.