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, build, and maintain scalable ML pipelines and workflows on Google Cloud Platform (GCP).
• Implement model training, deployment, monitoring, and orchestration using Vertex AI.
• Leverage GCP services such as BigQuery, Dataflow, Cloud Storage, Cloud Functions, and Cloud Run for data processing, analytics, and model serving.
• Apply Infrastructure-as-Code (Terraform/Deployment Manager) and CI/CD practices (Cloud Build, GitHub Actions) for reliable, automated deployments.
• Ensure secure, compliant ML workflows by managing IAM roles, service accounts, and authentication methods.
• Provide knowledge transfer and technical guidance to the team, explaining best practices and scalable architecture choices.
• Monitor, log, and optimize ML systems for performance, reliability, and cost efficiency.

What you bring:

• Proven experience with GCP services and ML engineering workflows.
• Strong Python programming skills with hands-on experience in building and debugging ML pipelines.
• Deep practical knowledge of:
• Vertex AI: training, deployment, monitoring, orchestration
• BigQuery: scalable analytics and warehousing
• Cloud Storage: raw and processed data storage
• Dataflow: preprocessing and pipeline orchestration
• Compute (CPUs/GPUs/TPUs): high-performance model training
• Cloud Functions / Cloud Run: model serving and automation
• IAM: access control for secure ML workflows
• Monitoring & Logging: observability of ML systems
• Artifact Registry / Container Registry: container and artifact storage
• IaC: Terraform / Deployment Manager for GCP resources
• CI/CD: Cloud Build, GitHub Actions integration
• Auth & Access: OAuth 2.0, IAM roles, service accounts
• Excellent communication skills with the ability to explain technical concepts clearly.
• A collaborative, team-oriented mindset with a strong sense of ownership.