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Optimove MLOps Fullstack Engineer 
United Kingdom, Scotland 
574318871

08.12.2024

Key responsibilities include:

  • Managing and optimising existing ML model deployments to ensure reliability and efficiency.
  • Continuously improving the architecture, processes, and tools used for model deployment, monitoring, and lifecycle management.
  • Collaborating closely with data scientists to understand and implement model requirements.
  • Partnering with R&D teams to align technical strategies and integrate ML solutions into broader systems.
  • Implementing robust CI/CD pipelines, monitoring systems, and infrastructure automation.
  • Upholding best practices in security, cost management, and infrastructure design for cloud environments.
Responsibilities:
  • Develop and maintain pipelines for model deployment and monitoring.
  • Collaborate with data scientists to integrate ML models into production systems.
  • Manage cloud infrastructure and resources for ML workflows.
  • Assist in automating repetitive tasks and implementing best practices.
Requirements:
  • 2+ years of experience in DevOps, MLOps, or a related role.
  • Proficiency in Python and ML frameworks like TensorFlow or PyTorch.
  • Familiarity with AWS services (e.g., EC2, S3, SageMaker).
  • Knowledge of CI/CD tools and workflows.
  • Basic understanding of containerization (Docker) and orchestration (Kubernetes).
  • Strong debugging and troubleshooting skills.
  • Willingness to learn and adapt to new technologies.