AI Infrastructure Specialist

24 hours ago

Dublin, Dublin City, Ireland beBeeAI Full time €80,000 - €120,000
Job Title: AI Infrastructure Specialist
AI Infrastructure Specialists design, build and maintain the infrastructure that powers production AI services. They work with models ranging from speech recognition (ASR) to large language models (LLMs), and deploy them into highly available, developer-friendly APIs.

Key Responsibilities:
  • Design, build and maintain production-ready APIs for speech, language and other AI models.
  • Provide SDKs and documentation to enable easy developer adoption.
  • Deploy models (ASR, LLM, and others) using Triton Inference Server or similar systems.
  • Optimise inference pipelines for low-latency, high-throughput workloads.
  • Architect infrastructure for handling large-scale, concurrent inference requests.
  • Implement monitoring, logging and auto-scaling for deployed services.

Requirements:
  • Core Skills:
    • Strong programming experience in Python (FastAPI, Flask) and/or Go/Node.js for API services.
    • Familiarity with ASR frameworks and LLM frameworks (Hugging Face Transformers, TensorRT-LLM, vLLM, etc.).
  • Infrastructure:
    • Experience with Docker, Kubernetes and managing GPU-accelerated workloads.
    • Deep knowledge of real-time inference systems (REST, gRPC, WebSockets, streaming).

Bonus Requirements:
  • Familiarity with model optimisation (quantisation, distillation, TensorRT, ONNX).
  • Exposure to MLOps tools for deployment and monitoring.

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