AI / MLOps Engineer
Upvanta sp. z o.o.
Gdańsk, Poland • 46m ago • Remote
Mid
Remote
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Quick Facts
Role: AI / MLOps Engineer
Description
Design, deploy, and operate production-grade AI platforms and machine learning solutions. You will build scalable ML pipelines for training, deployment, and monitoring, automate data ingestion and feature engineering, and integrate AI/ML models into enterprise applications and APIs. You’ll also develop CI/CD pipelines for ML systems, monitor performance and drift, and deploy workloads using Docker and Kubernetes while ensuring security, compliance, and operational excellence.
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
Deploy AI workloads using Docker and Kubernetes
Ensure security, compliance, and operational excellence across AI services
Collaborate with Data Scientists, DevOps Engineers, Software Developers, and business stakeholders
Requirements
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
Benefits
Work on production-grade AI operations, automation, and modern MLOps practices
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