GrepJob
Cantina

Machine Learning Enginer, Core Evaluations

Cantina
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10 days ago
Remote, Worldwide +2 moreMid Level / Senior / Staff+
H1B Sponsor

Responsibilities

  • Design model evaluation pipelines for development and production models.
  • Create user studies for subjective model evaluations.
  • Convert requirements into measurable metrics.
  • Develop automated evaluation dashboards to track model performance.
  • Train new models to capture diverse evaluation metrics.
  • Collaborate with model and data teams to improve model performance.
  • Ensure product requirements are accurately measured in evaluations.
  • Help grow and lead the evaluation team.

Requirements

  • Strong experience in designing metrics for model performance.
  • Experience designing user studies on platforms like Mechanical Turk.
  • Proficient in model training and fine-tuning for evaluation.
  • Strong statistical knowledge for comparing evaluation results.
  • Excellent engineering and programming skills.
  • Experience with training ASR and TTS models.
  • Background in large-scale machine learning projects.

Categories

AI & MLData Science