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Project Name: Machine Learning Engineer to SEB Arenastaden
Duration: 03-Nov-2025 - 30-Apr-2026 with a possible extension
Experience level: 5+ years
Description:
Accelerate HR AI Journey
Engage one external consultants to co-develop a dedicated AI infrastructure for SEB HR, while providing hands-on training and mentorship. The goal is to build internal capabilities, enable operational independence, and transition existing AI models into a newly built environment.
Required Skills:
- Proven experience with GCP services and ML engineering workflows.
- Strong Python programming skills, with the ability to build and debug ML pipelines.
- Skilled in knowledge transfer: able to explain best practices, architecture choices, and scalable ML setups on GCP.
- Team-oriented mindset: supports shared goals, takes ownership, and fosters learning.
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
- Engine / TPUs / GPUs: High-performance training
- Cloud Functions / Cloud Run: Model serving and automation
- IAM: Access control for secure ML workflows
- Monitoring & Logging: ML system observability
- 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
Key Skills
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