Senior Machine Learning Operations Engineer

3 semanas atrás


São Paulo, São Paulo, Brasil Kimberly-Clark Tempo inteiro
About the Role

We are seeking a highly skilled Senior Machine Learning Operations Engineer to join our team at Kimberly-Clark. As a key member of our Data Science and Advanced Analytics Strategy team, you will play a critical role in developing and implementing machine learning solutions that drive business growth and improve customer experiences.

Key Responsibilities
  • Design, develop, and deploy machine learning models and applications using Azure Kubernetes Service, Azure Container Instance Service, Azure Data Factory, and Azure Monitor.
  • Collaborate with data scientists to deliver large-scale analytics solutions and projects, ensuring high-quality data and feature pipelines.
  • Develop and maintain streaming and batch inferencing solutions, leveraging cloud platforms and containerization technologies.
  • Implement robust monitoring and logging solutions for tracking model performance and system health.
  • Monitor real-time performance of deployed models, analyze performance data, and proactively identify and address performance issues.
  • Troubleshoot and resolve production issues related to ML model deployment, performance, and scalability.
Requirements
  • 10+ years of experience in an engineering role with a focus on MLOps, Data Engineering, and ML Engineering.
  • 5+ years of experience in ML Lifecycle using Azure Kubernetes Service, Azure Container Instance Service, Azure Data Factory, Azure Monitor, and Azure DataBricks.
  • Strong experience with cloud platforms (AWS, Azure, etc.) and containerization technologies (Docker, Kubernetes).
  • Experience with CI/CD tools such as GitHub Actions, GitLab, Jenkins, or similar tools.
  • Experience with ML frameworks and libraries (TensorFlow, PyTorch, Scikit-learn).
What We Offer

At Kimberly-Clark, we offer a dynamic and supportive work environment, competitive compensation and benefits, and opportunities for professional growth and development. If you are a motivated and experienced Senior Machine Learning Operations Engineer looking for a new challenge, please submit your application.



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