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At Distyl, Forward Deployed AI Engineers build and operate AI systems that deliver real business value inside customer environments. This role is for engineers who thrive in ambiguous problem spaces, take ownership of outcomes, and are excited to work directly on production AI systems that must perform reliably under real-world constraints. Forward Deployed AI Engineers are hands-on builders who design, deploy, and iterate on end-to-end AI systems. They work close to customers to understand real requirements, translate them into concrete system designs, and continuously improve system behavior through evaluation, iteration, and integration. Their focus is not on demos or experiments in isolation, but on making AI systems work in practice.
Job Responsibility
Own the behavior and performance of AI systems deployed for customers
Design and implement compound AI workflows that combine models, agents, retrieval, evaluation, and execution into coherent, production-ready systems aligned with real SME needs
Operate on live systems, measuring behavior, identifying failure modes, and iterating rapidly to improve quality, reliability, and usefulness
Integrate AI systems into customer data platforms, APIs, and existing applications
Work directly with customer stakeholders—often in high-visibility settings
Take accountability for outcomes in production and adapt systems as requirements evolve
Requirements
2+ years of software engineering experience
Ownership Mentality for AI Systems
Experience Building AI Systems, Not Just Calling APIs