(USA) Principal, Data Scientist - Gen AI Vision
仕事内容
Own the evaluation architecture for AI agents, designing how success is measured across non-deterministic outputs.
Lead the brain that critiques agents with a mix of LLM-based judging, human benchmarks, and automated pipelines.
Develop evaluation pipelines, calibrate prompts, and distill smaller judge models balancing accuracy, latency, and cost.
Curate large-scale conversation data to build reliable Golden Set datasets and standardized ground truth for subjective tasks.
Collaborate with engineering to integrate quality signals into CI/CD pipelines for automated testing and monitoring.
Drive insights to identify systemic weaknesses, mentor data scientists, and advance best practices in AI evaluation.
Lead the brain that critiques agents with a mix of LLM-based judging, human benchmarks, and automated pipelines.
Develop evaluation pipelines, calibrate prompts, and distill smaller judge models balancing accuracy, latency, and cost.
Curate large-scale conversation data to build reliable Golden Set datasets and standardized ground truth for subjective tasks.
Collaborate with engineering to integrate quality signals into CI/CD pipelines for automated testing and monitoring.
Drive insights to identify systemic weaknesses, mentor data scientists, and advance best practices in AI evaluation.
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