AI Engineer

23 hours, 26 minutes ago
Full-time
Mid Level
Software Development
Pierce

Pierce

Pierce Professional Resources is a veteran-friendly staffing firm specializing in IT and Finance & Accounting talent. With 20+ years of experience, they provide top-notch staffing solutions to US companies, including Fortune 500 clients, emphasizing qu...

Professional Services
11-50
Founded 1992

Description

  • Architect inference and retrieval-augmented generation (RAG) pipelines for production use.
  • Design manager/worker agent patterns with deterministic fallback mechanisms to improve reliability.
  • Build evaluation harnesses to measure model and system performance.
  • Develop simulation-based training pipelines to improve model robustness.
  • Tune AI systems across quality, latency, and cost dimensions for scalable production performance.
  • Run A/B tests and continuous feedback loops to guide system improvements.
  • Collaborate with product and design teams to ensure AI outputs fit into user workflows and deliver intuitive UX.
  • Optimize real-world reliability and performance of AI systems in production environments.

Requirements

  • Strong background in machine learning, AI systems, or applied research.
  • Hands-on experience with inference optimization and retrieval-augmented generation (RAG).
  • Familiarity with multi-agent or distributed system design.
  • Experience building evaluation frameworks, test harnesses, or simulation-based training environments.
  • Skilled in performance tuning for latency, throughput, and cost efficiency.
  • Proficiency in Python and ML/AI frameworks such as PyTorch, TensorFlow, LangChain, or Ray.
  • Experience with A/B testing and feedback loops is a bonus.
  • Experience integrating AI systems with front-end UX is a bonus.

Interested in this position?

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