Data Scientist
Programmers.io
JD -
We are seeking a Data Scientist to help build and maintain a robust evaluation framework for conversational AI systems. This role will focus on developing automated AI quality measurement solutions, including LLM-as-a-Judge systems, to assess hallucination rates, intent accuracy, transcript quality, and responsible AI metrics at scale.
As a key member of our AI Quality team, you will work closely with annotation specialists, product teams, and governance stakeholders to ensure our AI experiences are accurate, safe, compliant, and customer-centric.
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Design and develop LLM-as-a-Judge evaluation frameworks for conversational AI systems.
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Build automated monitoring solutions to evaluate millions of voice and chat-based customer interactions.
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Collaborate with user experience teams to identify core metrics and evaluation criteria.
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Validate model performance against human-labeled datasets using statistical best practices.
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Measure and report precision, recall, false-positive rates, and false-negative rates.
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Develop statistical sampling methodologies and quality measurement frameworks.
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Continuously calibrate and improve evaluation models as production AI systems evolve.
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Analyze hallucination rates, intent classification accuracy, transcript quality (WER), guardrail effectiveness, vulnerability to jailbreak attempts, and fairness metrics.
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Create dashboards and reporting to support governance, legal, compliance, and Responsible AI reviews.
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Collaborate with annotation teams to improve label quality and gold-standard datasets.
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Support future multilingual AI evaluation initiatives.
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Master's degree or PhD in Data Science, Statistics, Computer Science, Machine Learning, or related field, or equivalent experience.
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3+ years of experience in data science, machine learning, analytics, or AI model evaluation.
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Experience analyzing voice-based language data.
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Strong experience with Python and data science tooling.
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Experience designing experiments and evaluating machine learning models.
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Knowledge of statistical analysis, sampling methodologies, and model validation techniques.
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Experience communicating technical findings to both technical and non-technical stakeholders.
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Experience with Generative AI, LLMs, or conversational AI systems.
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Familiarity with AI safety, Responsible AI, fairness, bias, and governance frameworks.
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Experience developing automated evaluation systems.
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Experience with cloud-based AI platforms and experimentation environments.
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