AI Infrastructure Specialist

4 days ago

Dublin, Dublin City, Ireland beBeeINFRASTRUCTURE Full time €120,000 - €140,000

We are seeking a highly skilled professional to build and scale the infrastructure that powers our production AI services.

Key Responsibilities
  • Design, develop, and maintain production-ready APIs for speech, language, and other AI models.
  • Create SDKs and documentation to enable easy developer adoption.
  • Deploy models using advanced systems like Triton Inference Server or similar technologies.
  • Optimize inference pipelines for low-latency, high-throughput workloads.
  • Architect infrastructure for handling large-scale, concurrent inference requests.
  • Implement robust monitoring, logging, and auto-scaling for deployed services.
  • Collaborate with research teams to successfully productionize new models.
  • Partner with application teams to deliver seamless AI functionality through APIs.
  • Automate Continuous Integration/Continuous Deployment (CI/CD) pipelines for models and APIs.
  • Manage GPU-based infrastructure in cloud or hybrid environments.
Requirements
  • Core Skills
    • Strong programming experience in Python (FastAPI, Flask) and/or Go/Node.js for API services.
    • Hands-on experience with model deployment using advanced tools like Triton Inference Server, TorchServe, or similar.
    • Familiarity with both Automatic Speech Recognition (ASR) frameworks and Large Language Model (LLM) frameworks.
  • Infrastructure
    • Experience with Docker, Kubernetes, and managing GPU-accelerated workloads.
    • Deep understanding of real-time inference systems.
    • Cloud expertise (AWS, GCP, Azure).
  • Bonus
    • Experience with model optimization.
    • Exposure to Machine Learning Operations (MLOps) tools for deployment and monitoring.

The ideal candidate will possess strong problem-solving skills, excellent communication skills, and the ability to work collaboratively in a team environment.

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