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MLops Engineer
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MLops Engineer

Agency job
3 - 15 yrs
₹15L - ₹42L / yr
Remote only
Skills
MLOps
Aws sagemaker
skill iconAmazon Web Services (AWS)
MLFlow
Systems Development Life Cycle (SDLC)
skill iconPython
PyTorch
Model deployment

Example Responsibilities:

  • Build and optimize model serving infrastructure with a focus on inference latency and cost optimization
  • Architect efficient inference pipelines that balance latency, throughput, and cost across various acceleration options
  • Develop monitoring and observability solutions for ML systems
  • Collaborate with ML Engineers to establish best practices for optimized model deployment
  • Implement cost-efficient, enterprise-scale solutions
  • Collaborate in a cross-functional, distributed team for continuous system improvement
  • Work with MLEs, QA Engineers, and DevOps Engineers
  • Evaluate and implement new technologies and tools
  • Contribute to architectural decisions for distributed ML systems


Experience and Qualifications:

  • 5+ years of experience in software engineering with Python
  • Experience with ML frameworks, particularly PyTorch
  • Experience optimizing ML models with hardware acceleration (AWS Neuron , ONNX, TensorRT)
  • Experience with AWS ML services and hardware-accelerated instances (Sagemaker, Inferentia,Trainium)
  • Proven experience building and operating AWS serverless architectures
  • Deep understanding of event-driven processing patterns, SQS/SNS and serverless caching solutions
  • Experience with containerization using Docker and orchestration tools
  • Strong knowledge of RESTful API design and implementation
  • Proficiency in writing good quality & secure code and be familiar with static code analysis tools
  • Excellent analytical, conceptual and communication skills in spoken and written English
  • Experience applying Computer Science fundamentals in algorithm design, problem solving, and complexity analysis


Great to have Experience and Qualifications:

  • Experience with any of the following: model compilation and quantization, performance profiling and benchmarking ML inference systems
  • Experience working in regulated industries with strict compliance requirements for cloud-native solutions
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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
Companies hiring on Cutshort
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About Jumio

Founded :
2010
Type :
Services
Size
Stage :
Raised funding

About

Jumio is an online mobile payments and identity verification company that provides card and ID scanning and validation products for mobile and web transactions, which they sell as "Netverify Trusted Identity as a Service"
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Shubham Patel

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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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