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Machine Learning Ops Engineer

Posted 14 days agoViewed

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πŸ’Ž Seniority level: Middle, 3+ years

πŸ“ Location: Canada

πŸ” Industry: Mining Software

🏒 Company: Stratum AI

πŸ—£οΈ Languages: English

⏳ Experience: 3+ years

πŸͺ„ Skills: AWSDockerPythonSQLGitKubernetesMachine LearningNumpyPyTorchData engineeringData scienceREST APIPandasData visualization

Requirements:
  • 3+ years of industry experience
  • Advanced Python programming skills
  • Deep learning experience
  • MLOps expertise
  • Data engineering capabilities
  • Experience with cloud services (AWS/Azure)
  • Understanding of containerization (Docker or Singularity)
Responsibilities:
  • Develop robust and well-tested code for core internal tools
  • Build and maintain our custom end-to-end MLOps platform
  • Develop production-grade QA/QC systems for deployed AI models
  • Create specialized tools for mining data
  • Refactor and productionize code created by the client services team
  • Manage infrastructure for data processing, model training, and serving
  • Mentor junior engineers, perform code reviews, and write documentation
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