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Welcome To Automat-it

EMEA Startups’ Fastest Growing AWS Partner

At Automat-it, we value the unique contributions of each team member. We prioritize not only the unique needs of our customers but also the growth and satisfaction of our employees. While our technological expertise and innovation are unparalleled, we understand that it’s our people who truly elevate us.

Here, you’ll have the opportunity to learn, experiment, and innovate, all while being supported by the necessary resources and encouragement. If you’re fueled by passion and driven to pursue excellence, Automat-it is the ideal destination for you to thrive and make a meaningful impact in the dynamic world of cloud technology. Come as you are, and discover the endless possibilities of being part of our dynamic team!

Sound good? Join us!

MLOps Engineer

Madrid, Spain · Full-time · Senior

About The Position

Automat-it is an all-in AWS Premier partner that empowers startups with DevOps and FinOps expertise and hands-on services. We guide and support hundreds of startups leveraging AWS smarter throughout their growth journey. We save our customers significant time to market and optimize their cloud performance and cost-effectiveness.

Automat-it operates in more than seven countries across EMEA. We provide a dynamic environment where you can expand your professional expertise and make a significant impact.

We seek an MLOps Engineer to work hands-on with Data Science and R&D teams and be in charge of various projects that span from an entire machine learning pipeline from the MLOps perspective to Generative AI solutions. You will work with our customers and help them build and run machine learning systems at scale, implementing the latest technologies and working with startups that have innovative products.

📍 Work location - Ukraine or hybrid in Madrid


  • Developing MLOps pipelines leveraging the Amazon SageMaker platform and its features
  • Developing Generative AI solutions and POCs, utilizing the latest architectures and technologies
  • Provision of ML AWS resources and infrastructure
  • Developing ML-oriented CI/CD pipelines using GitHub Actions, BitBucket, or similar tools
  • Deploying Machine Learning models in production
  • Help customers tackle challenges on a scale using distributed training frameworks 
  • Learning new skills and technologies quickly
  • Using and writing Terraform libraries for infrastructure deployment
  • Developing CI/CD pipelines for projects of various scales and tech stacks
  • Maintaining infrastructures and environments of all types, from dev to production
  • Security monitoring and administration


  • Ability to design and implement cloud solutions and to build MLOps pipelines on AWS
  • Experience with one or more MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow, etc. 
  • Fluency in Python, a good understanding of Linux, and knowledge of frameworks such as scikit-learn, Keras, PyTorch, Tensorflow, etc.
  • Ability to understand tools used by data scientists and experience with software development and test automation
  • Fluent written and verbal communication skills in English
  • Experience with one or more large language models Frameworks like OpenAI SDK, Amazon Bedrock, LangChain, and LlamaIndex.
  • Working knowledge of some Vector Databases (OpenSearch, Qdrant, Weaviate, LanceDB, etc) - advantage
  • Experience with Docker and Kubernetes - advantage
  • Working knowledge with Snowflake, BigQuery, and/or Databricks - advantage
  • GCP or Azure knowledge (DevOps/MLOps) - advantage
  • ML certification (AWS ML Specialty or similar) - advantage

Automat-it is committed to fostering a workplace that promotes equal opportunities for all. We firmly believe that fostering a diverse workforce is crucial to our success. Our recruitment decisions are grounded in your experience and skills, recognizing the value you bring to our team.

#LI-Hybrid #LI-AIT

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Meet One Of Our A-Team

Joining Automat-it means becoming part of an exceptional international culture, whether you’re working from one of our offices or remotely. With a presence in 4 offices spanning 9 countries, we’ve formed a truly global team that thrives on diversity. Our workforce comes from a multitude of backgrounds, and we not only embrace but celebrate this diversity across all our offices worldwide.

Oleskii Bebych is a little competitive… with himself. He is an AWS Ambassador, AWS Community Builder (Security and Identity), has an AWS Golden Jacket, AWS Black Belt Pilot – Containers, and has an impressive 12 AWS certificates… so far. He participates in AWS competency programs and develops AWS partnerships.

He writes posts for the company’s tech blog and conducts webinars. He participates in well-architected reviews and leads strategic projects that improve delivery results and helps in the presale.

His favorite thing about Automat-it is the international training seminars with super smart people he collaborates with.

Our Values

Customer Obsession


Think Big



Sound good? We’re hiring! Join our team!

Global Culture, Events & Education

Joining our team means immersing yourself in a rich tapestry of global experiences. We believe in investing in our team members’ growth and success. From international events that showcase the latest trends and innovations to continuous world-class training and education programs, and engaging mentorship programs, we provide unparalleled opportunities with a wealth of resources, tools, techniques, play-books and support to fuel your career advancement.