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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.

  • Design and develop LLM-as-a-Judge evaluation frameworks for conversational AI systems.

  • Build automated monitoring solutions to evaluate millions of voice and chat-based customer interactions.

  • Collaborate with user experience teams to identify core metrics and evaluation criteria.

  • Validate model performance against human-labeled datasets using statistical best practices.

  • Measure and report precision, recall, false-positive rates, and false-negative rates.

  • Develop statistical sampling methodologies and quality measurement frameworks.

  • Continuously calibrate and improve evaluation models as production AI systems evolve.

  • Analyze hallucination rates, intent classification accuracy, transcript quality (WER), guardrail effectiveness, vulnerability to jailbreak attempts, and fairness metrics.

  • Create dashboards and reporting to support governance, legal, compliance, and Responsible AI reviews.

  • Collaborate with annotation teams to improve label quality and gold-standard datasets.

  • Support future multilingual AI evaluation initiatives.

  • Master's degree or PhD in Data Science, Statistics, Computer Science, Machine Learning, or related field, or equivalent experience.

  • 3+ years of experience in data science, machine learning, analytics, or AI model evaluation.

  • Experience analyzing voice-based language data.

  • Strong experience with Python and data science tooling.

  • Experience designing experiments and evaluating machine learning models.

  • Knowledge of statistical analysis, sampling methodologies, and model validation techniques.

  • Experience communicating technical findings to both technical and non-technical stakeholders.

  • Experience with Generative AI, LLMs, or conversational AI systems.

  • Familiarity with AI safety, Responsible AI, fairness, bias, and governance frameworks.

  • Experience developing automated evaluation systems.

  • Experience with cloud-based AI platforms and experimentation environments.

Vacancy posted 3 days ago
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