Status:
OPEN
Job ID:
23904
Title:
Financial Supply Chain Management (SAP FSCM)
Job Description
Skills/ Must-haves : - Minimum 5+ years Python and Unix experience - Very strong experience with Flask, FastAPI, and Sanic - Very strong knowledge of multiprocessing and multithreading in Python - Strong experience with gevent and gunicorn/WSGI - Good knowledge of HTTP, Websocket, and AMQP protocols via Python - Good understanding of PyTorch, specifically TorchScript and JIT for exporting and hosting models - Good understanding of VMs with GPU resources and how to efficiently utilise them for model inference purposes   Required Skills and Experience: Minimum 6+ years Python and Unix experience Minimum 3+ years experience with the entire Azure stack, specifically: creating clusters of VMs with load-balancing dockerisation high-throughput, low-latency hosting of Python-based ML models creating customised VPNs, Blobs, and Azure-specific No-SQL DBs Very strong experience with Flask, FastAPI, and Sanic Very strong knowledge of multiprocessing and multithreading in Python Strong experience with gevent and gunicorn/WSGI Very strong experience and track record of taking Python-based ML models and scaling them out for 10k concurrent users using Azure for hosting and load-balancing. Models to be wrapped with Flask, FastAPI, and/or Sanic and called via HTTP and Websockets Very strong knowledge of HTTP and Websocket protocols via Python Good understanding of PyTorch, specifically TorchScript and JIT for exporting and hosting models Good understanding of VMs with GPU resources and how to efficiently utilise them for model inference purposes Strong C++ knowledge, especially working with PyTorch models in native C++ via libtorch Strong knowledge of TorchServe