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← Jumio

Software Development Engineer III - MLOps

Jumio
Location
India (remote)
Posted
2 months ago
Department
Machine Learning
What they actually want (must-haves)
  • 5+ years of experience in software engineering with Python
  • Experience with model lifecycle management (MLFlow, Weights & Biases or equivalent)
  • Experience with data management ecosystem (quality, transformation, catalog)
  • Experience with ML frameworks, particularly PyTorch
  • Experience optimizing ML models with hardware acceleration (AWS Neuron, ONNX, TensorRT)
  • Proven experience building and operating AWS serverless architectures
Nice to have
  • Experience with model compilation and quantization, performance profiling and benchmarking ML inference systems
  • Experience working in regulated industries with strict compliance requirements for cloud-native solutions
What the job really is

As a Machine Learning Engineer III at Jumio, you will focus on developing scalable ML model serving infrastructure and improving the lifecycle management of ML assets. Your role involves optimizing CI/CD pipelines for ML models, enhancing model serving capabilities, and collaborating with cross-functional teams to implement robust solutions. You will also evaluate new technologies to drive continuous improvement in ML processes and tools.

Things to weigh
  • No salary listed
  • Remote position may require self-discipline and effective communication in a distributed team
  • Focus on continuous improvement may lead to a fast-paced work environment
Job score2/5
Benefits1/5
Freshness1/5
Career value4/5
Role clarity4/5
Pay transparency0/5

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