Machine Learning Model Deployment Specialist

1 week ago


Mumbai, Maharashtra, India beBeeML Full time ₹ 1,80,00,000 - ₹ 2,50,00,000

At CareerFit-AI, we are seeking a skilled ML Inference professional to join our team.

You Bring:
  • 3+ years of experience in deploying and optimizing machine learning models in production, with 1+ years of experience in deploying deep learning models
  • Experience deploying async inference APIs (FastAPI, gRPC, Ray Serve etc.)
  • Understanding of PyTorch internals and inference-time optimization
  • Familiarity with LLM runtimes: vLLM, TGI, TensorRT-LLM, ONNX Runtime etc.
  • Familiarity with GPU profiling tools (nsight, nvtop), model quantization pipelines
Your Responsibilities Include:
  • Deploying and optimizing machine learning models for high-performance inference
  • Designing and implementing efficient async inference APIs
  • Collaborating with cross-functional teams to integrate ML models into production environments


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