Machine Learning Engineer

24 godzin temu


Warszawa, Mazovia, Polska Square One Resources Sp. z o.o. Pełny etat
Machine Learning Engineer

At Square One Resources Sp. z o.o., we are seeking a highly skilled Machine Learning Engineer to join our team. As a key member of our data science team, you will be responsible for designing and implementing machine learning solutions that drive business value.

Key Responsibilities:
  • Collaborate with data scientists and engineers to understand business requirements and design machine learning solutions
  • Participate in the end-to-end lifecycle of data science projects, including DevOps, code, experiment, and model management
  • Write well-designed, testable, and efficient code
  • Work closely with engineering to continuously improve the way to deploy models in production
  • Collaborate with cross-functional teams to integrate machine learning models into existing systems and processes
Requirements:
  • 3+ years of experience with Python, with a strong focus on writing clean, modular, and maintainable code
  • AWS Cloud understanding, including experience with S3, EC2, and Lambda
  • Docker experience, including containerizing applications and optimizing Docker images
  • Proficiency in source control management with GitLab or GitHub, including CI/CD pipelines configuration and management
  • REST APIs knowledge and hands-on experience in developing, consuming, and managing RESTful APIs
  • Machine learning experience, including experience with Argo Workflows or Argo CD for orchestrating complex workflows and managing Kubernetes-based deployments
  • Proficiency in writing Bash scripts for automation tasks, system configuration, and maintenance
  • Kubeflow or similar tool experience for running machine learning workflows on Kubernetes

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