
Machine Learning Developer
4 days ago
We aim to revolutionize the way businesses adopt technology by providing tailored solutions that meet their unique needs.
Our team is comprised of experts in software development, DevOps, and engineering, who leverage cutting-edge technologies like Java and Python to deliver exceptional results.
We serve as trusted advisors, guiding organizations through the complex landscape of modern tech adoption, ensuring every step is taken with confidence and foresight.
Key Responsibilities- Design and implement data pipelines using BigQuery, Cloud Composer/Airflow, and Dataflow for efficient data processing.
- Develop scalable Machine Learning workflows utilizing Vertex AI Pipelines and Kubeflow Pipelines.
- Manage cloud resources, including IAM, service accounts, and Data Catalog, to ensure secure and efficient operations.
- Implement Infrastructure as Code for cloud environments to promote reproducibility and version control.
- Write clean, efficient Python code adhering to best practices, including OOP, flake8, mypy, black, and pre-commit.
- Design and execute unit tests and end-to-end tests using tools like Pytest, fixtures, and Unittest.
- Utilize Unix systems to manage environments and deploy applications in Docker for containerization.
- Create CI/CD pipelines in GitHub Actions or Azure DevOps to resolve merge conflicts and ensure smooth version control workflows.
- Apply advanced SQL skills for querying, transforming, and analyzing large datasets within GCP ecosystems.
Vipas AB offers attractive employment packages aligned with the Teknikföretagen collective agreement.
You'll have opportunities to work in diverse industries, fostering flexibility and growth.
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