An organization is seeking a software engineer to join a development group building AI-first applications. The role blends solid software engineering practice with hands-on experience creating systems that use large language models, retrieval-augmented generation, conversational assistants, and agent-driven workflows. The appointed engineer will architect, build, validate, and iterate on AI-enabled software so it operates securely, stays maintainable, and delivers dependable value in a production business setting.
What you will do.
- Architect and build AI-driven applications that combine large language models, retrieval-augmented generation, agent-style workflows, backend services, APIs, and document retrieval pipelines
- Implement and sustain robust orchestration for LLM integrations, including automated tests, centralized logging, CI/CD pipelines, and runtime monitoring to ensure observability
- Establish safe, practical patterns for tooling, human approval gates, and controlled agent behavior; advise on model and framework choices with attention to accuracy, cost, latency, maintainability
- Diagnose and resolve common AI system problems such as model hallucinations, poor retrieval relevance, excessive response times, ineffective cost profiles, and unstable outputs
- Work closely with software engineers and product or business stakeholders to embed AI engineering best practices and help shape the technical roadmap
What they ask
- Analytical decision-making for AI versus deterministic solutions
- Cloud-native application development
- AI application evaluation methods including test datasets, quality metrics, regression testing, and user feedback
- Technical communication and trade-off analysis
- Collaboration and stakeholder management
- Service design with testing, logging, CI/CD, and deployment practices
- Security-conscious mindset when working with internal or sensitive data
- Experience with the following technologies: MS Teams, advanced LLM-based AI generation, RAG Pipeline, Microsoft 365, Agents SDK, SAFe Agile, Logging, Langgraph, Langchain AI, Semantic Kernel, Security, Microsoft Foundry, Azure Cloud Platform, Python, C#.NET / C#, Microsoft Agent Framework, Innovation Collaboration, Azure Cloud, Vector Database, or Enterprise Search Platform
Profile
- At least five years of professional experience as a full-stack developer
- English language skills (medium)
How to apply
View the full assignment text and application details once your tailored application is ready.
Order a tailored application to view the full assignment and application details.
More context, less searching.
You get enough context to judge whether this job is relevant. The full brief, client details and next steps stay available inside the app.