Model Evaluation Engineer

New

Skills

Benchmarking Pipelines Cloud Infrastructure Data Pipelines Documentation Experiment Design Machine Learning Fundamentals Python Programming SQL Statistical Analysis Voice Assistant Technologies

As a Research Engineer specializing in Evaluations, you will be responsible for overseeing the end-to-end and integration-level evaluation of models, focusing on accuracy, latency, and feature-specific metrics. You will engage in building and maintaining competitive benchmarking pipelines, designing and executing systematic experiments to assess the impact of model changes, and curating evaluation datasets.

Key Responsibilities
  • Own end-to-end and integration-level model evaluation across various metrics.
  • Build and maintain competitive benchmarking pipelines.
  • Design and run systematic experiments to measure the impact of model changes.
  • Onboard, curate, and maintain evaluation datasets.
  • Create evaluation subsets to stress-test specific capabilities and edge cases.
  • Define evaluation metrics for real-world performance.
  • Translate qualitative customer feedback into quantifiable evaluation criteria.
  • Collaborate with customer-facing teams to understand pain points and research priorities.
  • Maintain clean evaluation pipelines and clear documentation.
  • Identify evaluation gaps proactively and propose solutions.
Required Skills & Qualifications
  • Strong understanding of ML fundamentals and ability to interpret results without retraining.
  • Proficient in Python and comfortable with data pipelines, SQL, and cloud infrastructure.
  • Metric intuition with a focus on statistical rigor in evaluation metrics.
  • Familiarity with voice agent stack technologies (VAD, ASR, LLM, TTS).
  • Tinkerer mentality with a preference for rapid iteration and deployment.
  • Excellent communication skills to explain technical results and summarize findings.
  • Ownership mindset to proactively fill evaluation gaps.
  • Ability to work 3-4 hours overlapping with Eastern US Time Zone.

No forms. Your profile is generated instantly.

Job Type: Remote

Salary: Not Disclosed

Experience: Entry

Duration: Months

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