Production-Ready AI/ML Architect – GenAI & MLOps Lead

Twoday; Aarhus; On-site; DKK 1,200,000 - 1,900,000; Full time

Job summary

Twoday is a leading digital transformation partner in Northern Europe with a global presence. We are looking for an experienced Lead AI/ML Architect to join our AI team and drive production-grade ML and GenAI solutions for our customers.

You will own the ML platform, guide design decisions, mentor data scientists and engineers, and work with customers to translate business needs into scalable, well-governed systems. Fluency in Danish is required.

Qualifications

• Several years of hands-on AI & ML engineering experience, including at least a few models or AI services you have taken all the way to production and then operated.
• Strong Python and solid software engineering fundamentals: version control, testing, code review, packaging, CI/CD.
• Practical MLOps depth: training and inference pipelines, experiment tracking, model registries, feature reuse, deployment patterns (batch, real-time, streaming), monitoring for drift, data quality, and model degradation, plus automated retraining.
• Experience on Azure: Azure Machine Learning, Databricks, or Microsoft Fabric (Experience from AWS or GCP transfers, and we will not hold it against you.)
• Comfortable with infrastructure as code (Terraform or Bicep), containers, and Kubernetes.
• Experience productising generative AI including RAG architectures, orchestration frameworks, prompt and model evaluation, guardrails, and agent development.
• An understanding of what governance means in practice: lineage, reproducibility, access control, GDPR, and the documentation the EU AI Act increasingly requires.
• The ability to explain a technical trade-off to a customer's business stakeholder
• Leadership shown through technical direction, mentoring, and raising the standard of the work around you.
• Fluent spoken and written Danish is a requirement

Responsibilities

• Lead the design and build of ML and GenAI systems for our customers, from architecture through production operation.
• Own the ML platform layer: pipelines, deployment automation, model and prompt lifecycle, and the monitoring and alerting that keep it all honest.
• Set engineering standards for the team: reference architectures, reusable components, code quality etc.
• Work directly with customers: shape the technical approach, challenge requirements when they need challenging, and translate between business outcomes and system design.
• Mentor data scientists and engineers, and grow the ML engineering capability across our Danish team.
• Take part in scoping and pre‑sales for AI initiatives
• Keep us current: evaluate new tooling and models with a clear eye for what actually earns a place in a production stack.
• Engage as an local ambassador and expert in our global AI/ML offerings

Skills

AI/ML engineering

Python programming

CI/CD practices

MLOps pipelines

Azure ML

Terraform/Bicep

Kubernetes

GenAI architectures

GDPR compliance

Stakeholder comms

Leadership mentoring

Danish language

Tools

Databricks

Microsoft Fabric

CI/CD tooling

Job description

Twoday is a leading digital transformation partner in Northern Europe with a global presence. We are looking for an experienced Lead AI/ML Architect to join our AI team and drive production-grade ML and GenAI solutions for our customers.

You will own the ML platform, guide design decisions, mentor data scientists and engineers, and work with customers to translate business needs into scalable, well-governed systems. Fluency in Danish is required.