AI Engineer

About this role

About Avaron AB

At Avaron, you get the security of permanent employment combined with the variety of working at different customers. We place specialists across everything from tech, IT and industry to project management and business support – and whatever the assignment, you have a consultant manager who is there for you and your development. About the Role You will help strengthen a Databricks-based data platform with AI capabilities in a complex industrial environment. This is an end-to-end role where you work across the full ML lifecycle, from data and feature work to model design, deployment, and monitoring. You will also help balance technical choices with cost, operations, and business value. It is a strong opportunity for you if you enjoy combining modern AI engineering with hands-on platform work in Azure and Databricks. Job DescriptionYou will build, deploy, and maintain production AI/ML solutions. You will work across the full AI chain, from data and features to models, deployment, and monitoring. You will design and operate AI functions in Azure and Databricks. You will develop solutions using RAG architecture, embeddings, prompt engineering, and system prompts. You will shape agent-based solutions, including tools, routing, memory, and connections between agents. You will evaluate model choices such as GPT and open models, with a clear focus on cost and performance trade-offs. You will contribute to architecture decisions across RAG, fine-tuning, and agent-based approaches. You will help ensure that development, deployment, and runtime cost are aligned with business value. RequirementsAt least 5 years of experience building, deploying, and maintaining production AI/ML solutions Ability to contribute to all parts of an AI solution Experience with Azure AI stack, such as Azure AI Services and Microsoft Foundry Strong Python skills Proficiency in ML frameworks such as TensorFlow, PyTorch, MLlib, and Scikit-Learn Hands-on experience designing and operatin