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Akvelon, Inc.

MLOps Engineer (Remote from: Serbia, Poland, Croatia, Portugal)

Akvelon, Inc.
Poland · Full-time · Associate

An international SaaS company with a strong focus on AI-driven enterprise solutions is expanding its R&D presence in Europe. The company builds large-scale cloud and AI platforms for global clients across professional services, finance, and consulting industries.

As an MLOps Engineer, you’ll play a key role in bridging data science and engineering teams, ensuring smooth model deployment, scalability, and automation. You’ll design, build, and maintain robust ML infrastructure and pipelines in a modern cloud environment.


Tasks

  • Collaborate with data scientists and engineers to design and implement scalable MLOps workflows;

  • Build and maintain automated pipelines for data processing, model training, validation, deployment, and monitoring;

  • Develop and manage cloud-based infrastructure for ML workloads;

  • Implement observability systems for model drift, data quality, and performance tracking;

  • Promote and enforce best practices in MLOps, DevOps, and model governance;

  • Mentor team members and contribute to establishing a strong engineering culture.


Nice to Have



  • Experience with Spark, Databricks, or similar big data processing frameworks;

  • Familiarity with model registry systems (MLflow, Vertex AI, SageMaker);

  • Knowledge of Python and ML frameworks (scikit-learn, TensorFlow, PyTorch);

  • Background in Generative AI or LLM fine-tuning pipelines;

  • Contributions to open-source MLOps or DevOps tools.


Requirements

  • 4+ years of hands-on experience in MLOps, Data Engineering, or DevOps;

  • Strong understanding of machine learning lifecycle and concepts;

  • Solid experience with cloud platforms (Azure, AWS, or GCP);

  • Proficiency in containerization and orchestration (Docker, Kubernetes);

  • Experience with CI/CD tools such as Jenkins, Airflow, or Azure DevOps;

  • Familiarity with monitoring, observability, and model performance tracking;

  • Excellent communication and collaboration skills.


Benefits

  • Full CET overlap.

  • Locations: Only Serbia, Portugal, Poland, Croatia.

Key Skills

Ranked by relevance

cloud mlops ai devops containerization machine learning tensorflow big data jenkins python docker mlflow spark saas cicd aws pan
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Posted
Oct 16, 2025
Type
Full-time
Level
Associate
Location
Poland

Industries

Software Development

Categories

Engineering

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