AI application developer - machine learning

- Utilize AI-powered development tools (e.g., Claude Code, Cursor, GitHub Copilot) as a fundamental part of the development workflow, from prototypes to production-ready code - Integrate large language models (e.g., Azure OpenAI, GPT-4/5, Anthropic) into enterprise applications utilizing approved connectors - Apply LLM patterns like prompt templates, tool/function calling, and basic agent reasoning in accordance with application design requirements - Assist in implementing Retrieval-Augmented Generation (RAG) pipelines in collaboration with the Application Architect - Employ responsible AI techniques including output validation, hallucination mitigation, audit logging, and human-in-the-loop controls - Ensure compliance with the Directive on Automated Decision-Making and Algorithmic Impact Assessment requirements - Design and create application services for AI agent configuration, versioning, lifecycle management, and prompt history - Develop document processing, ingestion logic, and activation workflows - Set up asynchronous processing pipelines for document ingestion and automated testing - Create structured, traceable API responses to meet audit and compliance needs - Construct and enhance user interfaces for AI applications using Angular 21.x - Maintain compliance with WCAG accessibility standards in all frontend implementations - Implement role-based access control and security measures at the presentation layer - Design and implement relational and vector database schemas to support AI agent functionalities and RAG pipelines - Deploy and manage containerized applications using Docker and Kubernetes/Azure Kubernetes Service - Configure Azure cloud services, including Azure OpenAI Service and Azure DevOps pipelines, ensuring adherence to local data residency requirements - Support CI/CD pipeline configurations for automated build, testing, and deployment workflows - Enforce role-based access control and data protection measures for sensitive information - Maintain application logging and audit capabilities for compliance requirements - Collaborate with the Application Architect to ensure alignment with approved design decisions - Engage in peer reviews, contribute to shared component ownership, and facilitate knowledge transfer within the team - Uphold code quality and follow agreed development standards - Provide bi-weekly progress updates and participate in sprint activities