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Senior Cloud and MLOps Engineer
  • Gdynia
Senior Cloud and MLOps Engineer
Gdynia, Gdynia, Pomeranian Voivodeship, Polska
Idego Group Sp. z o.o.
23. 5. 2024
Informacje o stanowisku

technologies-expected :


  • AWS

about-project :


  • You will work directly on the clients platform, which is specifically designed to improve mental well-being. This platform offers a rich array of resources and tools designed to promote mental and emotional well-being. Your work will ensure that the platform continues to provide innovative, reliable and user-friendly solutions to help users maintain and improve their mental and emotional health.

responsibilities :


  • Maintain, monitor and manage cloud resources, including AWS Inspector and GuardDuty, ensuring SOC2 compliance.
  • Support updates to cloud services, such as Elastic Beanstalk instances, as part of SOC2 compliance.
  • Continuously researching and implementing better infrastructure, platforms and services to improve operational efficiency.
  • Optimizing the network and assisting with network-related troubleshooting to ensure smooth operations.
  • Develop strategies to optimize infrastructure costs, including implementing effective auto-scaling solutions.
  • Automating and improving deployment pipelines for the UI team, increasing performance and reliability.
  • For the Machine Learning (ML) team, establish and improve observability and monitoring of models in production, eliminating the current gap in these processes.
  • Improve model deployment and retraining processes to ensure operational efficiency and model accuracy.

requirements-expected :


  • Demonstrated experience managing and optimizing cloud environments, particularly AWS, with a strong understanding of compliance frameworks such as SOC2.
  • Experience in network optimization and network troubleshooting.
  • Proven skills in cost optimization for large cloud infrastructures.
  • Knowledge and experience in implementing automated scaling of cloud resources.
  • Experience in automating deployment pipelines, particularly for UI and ML operations.
  • Strong experience in MLOps, particularly in monitoring and observability of ML models in production environments.
  • Skills in streamlining ML model deployment and retraining processes.

offered :


  • Work environment with zero micromanagement – we cherish autonomy.
  • 100% remote work (unless you want to work from our HQ Gdynia), recruitment & onboarding.
  • Really cool seaside apartment available for free for both leisure & work.
  • Experienced team from 8 to 15+ years in commercial projects.
  • Unique memes channel.
  • Private medical insurance and Multisport.
  • We want you to join our team. We are neither the agency giving you projects from time to time, nor huge corporation where you are a “dev XYZ”. At Idego – you matter!

  • Praca Gdynia
  • Gdynia - Oferty pracy w okolicznych lokalizacjach


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