Upwork

Contract: Senior AI Engineer

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14 days ago
Remote, Worldwide
Senior
H1B Sponsor

Responsibilities

  • Design, implement, and maintain production-grade AI services for NLQ and AI agent workflows.
  • Evaluate NLQ system accuracy using quantitative and qualitative methods.
  • Build automated evaluation pipelines and regression test suites integrated into CI/CD workflows.
  • Design and validate ontology-driven semantic models and knowledge graphs.
  • Analyze NLQ failures and define structured error taxonomies for continuous improvement.
  • Develop and expose well-designed APIs for NLQ services and evaluation systems.
  • Contribute to system architecture decisions regarding scalability and reliability.
  • Support cloud-native deployment and operational readiness of AI services.

Requirements

  • Strong software engineering background in building production systems using Python and APIs.
  • Experience evaluating NLQ or LLM-based systems, focusing on precision/recall and semantic correctness.
  • Hands-on expertise in designing automated test frameworks and evaluation pipelines.
  • Experience with cloud-native architectures, CI/CD, and production deployment of AI systems.
  • Knowledge of semantic modeling, ontologies, or knowledge graphs in data-driven applications.
  • Proven ability to design scalable and reliable systems that bridge AI models and applications.

Tech Stack

Python

Categories

AI & MLData Science