Upvanta sp. z o.o.Active opening

AI / MLOps Engineer

Remote (Poland)Found today
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We are looking for an experienced AI / MLOps Engineer to help design, deploy and operate production-grade AI platforms and machine learning solutions.

If you are passionate about Machine Learning, Cloud technologies, automation, and modern AI operations, we'd love to hear from you.

Key Responsibilities

  • Design and implement scalable ML pipelines for training, deployment, and monitoring

  • Automate data ingestion, preprocessing, and feature engineering workflows

  • Integrate AI/ML models into enterprise applications and APIs

  • Develop and maintain CI/CD pipelines for Machine Learning systems

  • Monitor model performance, detect model drift, and automate retraining processes

  • Deploy AI workloads using Docker and Kubernetes

  • Ensure security, compliance, and operational excellence across AI services

  • Collaborate closely with Data Scientists, DevOps Engineers, Software Developers, and business stakeholders

Required Skills

  • 3+ years of experience in AI/ML Engineering, MLOps, Machine Learning Engineering, or related roles

  • Strong Python programming skills

  • Experience deploying ML models into production environments

  • Hands-on experience with Azure, AWS, or GCP

  • Solid knowledge of Docker, Kubernetes, and CI/CD practices

  • Experience with monitoring and observability tools

  • Understanding of software engineering best practices and infrastructure automation

  • Experience working in Agile environments

Technologies We Use

  • Python

  • TensorFlow

  • PyTorch

  • Scikit-Learn

  • MLflow

  • Kubeflow

  • Apache Airflow

  • Docker

  • Kubernetes

  • Microsoft Azure

  • AWS

  • Google Cloud Platform (GCP)

  • Apache Spark

  • Apache Kafka

  • Terraform

  • Prometheus

  • Grafana

Nice to Have

  • Experience with Generative AI (GenAI), Large Language Models (LLMs), or Agentic AI solutions

  • AI, Machine Learning, Cloud, or Kubernetes certifications

  • Experience working in large-scale enterprise environments

  • Knowledge of Responsible AI, MLOps governance, and model lifecycle management

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Upvanta sp. z o.o.AI / MLOps Engineer
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