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Plaud

Machine Learning Engineer, Model Evaluations (Speech LLM) - San Francisco

Plaud
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2 months ago
San Francisco, CA, USAMid Level / Senior
H1B Sponsor

Base Salary

$180k - $270k/yr

Responsibilities

  • Develop clear metrics for evaluating voice naturalness and expressiveness.
  • Build reliable distributed systems and data pipelines for model evaluations.
  • Collaborate with ML researchers to define performance benchmarks for Speech LLMs.
  • Create and maintain dashboards to track model health during training.
  • Debug mid-training performance issues related to model architecture or data.
  • Communicate statistical results and model behaviors to diverse stakeholders.

Requirements

  • Strong software engineering skills, especially in Python.
  • Experience with distributed systems and data pipelines.
  • Ability to translate complex audio capabilities into measurable benchmarks.
  • Familiarity with traditional and modern audio evaluation frameworks.
  • Experience in managing crowdsourcing operations for human evaluation.
  • Background in statistics and experimental design.

Benefits

  • Competitive compensation package including base salary, performance bonus, and equity.
  • Top-tier healthcare benefits for employees and dependents.
  • 401(k) plan with company matching.
  • Unlimited PTO and 13 paid holidays.
  • 12 weeks of paid parental leave.
  • Hybrid work model with a minimum of 3 in-office days per week.

Tech Stack

MLflowPython

Categories

AI & MLData Science