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AI / MLOps Engineer
Компания: Upvanta sp. z o.o.
Город: Gdańsk
Удалённо
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