Senior Backend Software Engineer with AI

Envision Employment Solutions is currently looking for an Senior Backend Software Engineer with AI for one of our partners, a multinational healthcare provider. About: Are you ready to build the primary care platform of the future by becoming an integral part of a dynamic team? If you also believe in the positive transformative power of technology in bringing primary care to the next level - join us! Responsibilities: - Build and ship backend services as part of our microservice architecture, with AI agents and LLM-powered features as a core part of what you deliver - Design and write MCP servers and tool interfaces that let agents reliably interact with our systems and APIs - Develop agent harnesses, orchestration layers, and memory modules that give agents the context and state they need to act dependably - Make deliberate design decisions about agent behavior - Build evaluation frameworks and test harnesses to measure agent reliability, safety, and quality in a high-stakes healthcare context - Integrate large language models into production with strong attention to latency, cost, and observability - Raise the bar and drive technological innovations to keep us at the cutting edge - Apply continuous integration and deployment principles - Ensure code quality and maintainability by writing tests, doing code reviews, and refactoring - Proven track record of backend software development with Java/Kotlin and/or Python, minimum of 5 years - Hands-on experience building LLM-powered applications, agents, or agentic workflows (tool use, function calling, multi-step orchestration) - Familiarity with major LLM APIs and frameworks (eg Anthropic, OpenAI, or similar) and an understanding of how to design tooling, MCPs, and memory for agents - Experience designing and running evals or test harnesses for non-deterministic systems - Experience with Spring Framework and messaging brokers such as RabbitMQ - Solid understanding of SQL databases and developing containerized applications - Experience with Kubernetes and Terraform is a plus - A pragmatic mindset for shipping reliable software - and reliable AI - in a regulated, high-stakes domain - English working proficiency Work Setup: - Flat hierarchies and a collaborative working environment. - Attractive compensation package. - Option for remote work. - Flexible working hours with a high degree of personal responsibility.