Agentic AI Systems Evaluation Engineer

Added
1 hour ago
Type
Full time
Salary
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Related skills

python ai benchmarking performance engineering onnx

πŸ“‹ Description

  • Translate user stories and intended customer experiences into measurable success criteria
  • Design repeatable benchmarking frameworks that assess AI workload effectiveness and system behavior
  • Compare model formats, model runners, runtime implementations, and hardware configurations using
  • Analyze inference behavior, including prompt processing, time to first token, token generation
  • Evaluate system responsiveness and resource utilization under individual and concurrent AI
  • Interpret benchmark and telemetry data to distinguish meaningful improvements, regressions

🎯 Requirements

  • 7+ years of experience in systems evaluation, performance engineering, software engineering
  • Strong understanding of AI systems and inference workloads, including model execution, prompt
  • Experience designing benchmarking methodologies, selecting meaningful metrics, and interpreting
  • Familiarity with model formats such as ONNX and GGUF, model runners, and the implications of
  • Understanding of system-level performance, including compute utilization, memory constraints
  • Strong programming and automation skills in Python, C++, or another relevant language, with

🎁 Benefits

  • Health insurance
  • Dental insurance
  • Vision insurance
  • Long term/short term disability insurance
  • Employee assistance program
  • Flexible spending account
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