Arbetsbeskrivning
Veritaz is a leading IT staffing solutions provider in Sweden, committed to advancing individual careers and aiding employers in securing the perfect talent fit.
With a proven track record of successful partnerships with top companies, we have rapidly grown our presence in the USA, Europe, and Sweden as a dependable and trusted resource within the IT industry.
Assignment Description:
We are looking for a Senior Machine Learning Engineer to join our dynamic team.
What you will work on:
- Design, develop, and maintain scalable machine learning pipelines using Vertex AI Pipelines and Kubeflow.
- Build and optimize data models and transformations using BigQuery, SQL, and DBT.
- Implement orchestration workflows with Cloud Composer and Airflow.
- Ensure system security and compliance through proper use of IAM, service accounts, and Data Catalog.
- Apply Infrastructure as Code practices to enable reliable and repeatable deployments.
- Contribute to system design, data modeling, and CI/CD pipelines following industry best practices.
- Collaborate closely with product owners, stakeholders, and technical peers to deliver high-quality, customer-facing recommendation systems.
What you bring:
- Proven expertise with Google Cloud Platform, including Vertex AI Pipelines/Kubeflow, BigQuery & SQL, Cloud Composer/Airflow, IAM & service accounts, and Data Catalog.
- Strong experience with Infrastructure as Code tools and practices.
- Advanced Python development skills, including OOP, unit/e2e testing, and use of best practices and tooling (flake8, mypy, black, pre-commit, SonarQube).
- Hands-on experience with Git (PR workflows, merge conflict resolution, CI/CD pipelines in GitHub Actions).
- Solid understanding of Docker, Unix, and Shell scripting, including Docker setup and usage.
- Deep knowledge of DBT, ideally in a GCP environment.
- Familiarity with Dataflow and Kubernetes is a plus.
- Strong foundation in data modeling and system design.
- Excellent problem-solving and communication skills, with the ability to engage both technical and non-technical stakeholders.
- Proactive, solution-oriented mindset with a passion for code quality, code reviews, and continuous improvement.