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Software Engineer
2 weeks ago
VIPAS AB is a cutting-edge IT consulting company that helps businesses succeed in a rapidly changing world. As our Machine Learning Engineer, you will play a key role in shaping the future of our clients' businesses.
About VIPASWe are a team of experienced professionals who bring together years of expertise in software development, DevOps, and engineering. At VIPAS AB, we deliver tailored solutions using advanced technologies like Java and Python.
Job Description- We need a skilled engineer to build and manage data pipelines using BigQuery, Cloud Composer/Airflow, and Dataflow.
- The ideal candidate will develop and maintain scalable ML workflows using Vertex AI Pipelines and Kubeflow Pipelines.
- This position requires managing cloud resources, including IAM, service accounts, and Data Catalog, ensuring secure and efficient operations.
- The successful candidate will implement and maintain Infrastructure as Code for cloud environments.
- Our ideal candidate will write clean, efficient Python code following best practices, including OOP, flake8, mypy, black, and pre-commit.
- Design and execute unit tests and end-to-end tests with tools like Pytest, fixtures, and Unittest.
- Work with Unix systems to manage environments and install applications in Docker.
- Create CI/CD pipelines in GitHub Actions or Azure DevOps, resolving merge conflicts and ensuring smooth version control workflows.
- Utilize Docker for containerization of applications and workflows.
- Use DBT for transforming and modeling data, particularly within GCP ecosystems.
- Apply advanced SQL skills for querying, transforming, and analyzing large datasets.
If you're interested in this opportunity, please submit your resume and cover letter.