Senior Full Stack AI Engineer

Michael Bailey Associates — Netherlands · Posted ~2 hours ago

Senior

Skills

Full-stack software development AI-native application development AI workflows Human-AI interaction Validation systems Software engineering User experience AI Full-stack development

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Summary ✨ AI‑Generated

An innovative enterprise environment is seeking a senior full-stack AI engineer to build an AI-native application that combines intelligent systems with human expertise. The role goes beyond model integration, focusing on reliable AI workflows, context gathering, technical output generation, validation mechanisms, human-AI interactions, and continuous improvement.

Highlights

Senior opportunity to build AI-native enterprise applications from end to end, combining software engineering, intelligent workflows, user experience, validation loops, and human feedback.

Description

Senior Full Stack AI Engineer Build the next generation of AI-native enterprise applications Are you a senior software engineer who believes the future of software development will be shaped by intelligent systems working alongside humans? Do you enjoy building complex applications where AI, software engineering, and user experience come together? For an innovative enterprise environment, we are looking for a Senior Full Stack AI Engineer to join a multidisciplinary team building an AI-native application that transforms how technical products and artifacts are created. The goal is to develop a platform that can understand user requirements, gather relevant context, generate technical outputs, validate results, and continuously improve through human feedback. This is not a role focused on simply integrating an AI model. The challenge is building the complete system around the model: creating reliable AI workflows, designing human-AI interactions, engineering validation loops, and delivering an enterprise-ready application. Your role As a Senior Full Stack AI Engineer, you will work as a hands-on individual contributor alongside other experienced engineers and specialists. You will help design and build the architecture around AI capabilities, ensuring that generated outcomes are accurate, explainable, secure, and aligned with enterprise standards. Your focus will include: Designing human-AI interactions that help users provide requirements, resolve ambiguity and refine generated results;Building a complete enterprise web application including frontend, APIs, application services, integrations and data models;Developing AI harnesses that connect models with context, tools, execution environments and validation mechanisms;Creating iterative AI workflows where systems can generate, test, validate, improve and explain outputs;Integrating automated testing, quality checks, CI/CD feedback and organizational controls into AI workflows;Ensuring traceability between requirements, context, generated artifacts, validation results and user decisions;Contributing to application security, observability, scalability and operational readiness. What you bring You are an experienced full-stack engineer who understands that successful AI applications require more than a powerful model. You know that context, workflows, controls, user interaction and engineering discipline determine the quality of AI outcomes. You have: Senior-level experience building and operating enterprise web applications;Strong full-stack engineering experience across:User interfaces;APIs;Application services;Integrations;Application data models;Experience designing applications where AI interacts with users and business processes;Experience building AI-enabled workflows, agents, or AI orchestration layers;Knowledge of context engineering: collecting, retrieving and structuring information for AI systems;Experience integrating software engineering practices such as automated testing, CI/CD, observability and quality controls into AI solutions;Understanding of enterprise requirements around security, privacy, identity, access management and auditability. Particularly valuable experience Experience with one or more of the following is highly valued: AI-assisted software development and code generation;Secure execution and validation of generated code;Evaluation frameworks, guardrails and AI quality feedback mechanisms;Requirements traceability and approval workflows;Policy-as-code or automated compliance controls;Data contracts, schemas, metadata and data quality concepts;Cloud-native development, containers and CI/CD platforms.Your way of working You are a pragmatic innovator who can move quickly while respecting enterprise requirements. You enjoy solving ambiguous problems and turning early concepts into working solutions. You collaborate effectively with architects, data engineers, platform specialists and business stakeholders. You bring technical expertise while remaining open to different perspectives and shared decision-making. You understand that the future of AI engineering is not only about models — it is about building reliable systems where humans and AI work together effectively. What makes this opportunity interesting? Work on a cutting-edge AI-native application;Build systems around modern AI capabilities rather than only consuming AI APIs;Influence architecture and engineering practices from an early stage;Collaborate with senior specialists across AI, software engineering and enterprise architecture;Create technology that changes how technical products are designed and delivered. Role: Senior Full Stack AI Engineer Focus: AI Engineering | Full Stack Development | Agentic Workflows | Enterprise AI Level: Senior Individual Contributor Environment: Enterprise / Cloud-native / AI-driven applications