> Markdown version of [/jobs/ext/640037-lead-ai-ml-and-full-stack-engineer](https://www.wearedevelopers.com/jobs/ext/640037-lead-ai-ml-and-full-stack-engineer). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Lead AI/ML and Full Stack Engineer - **Company:** Brillio - **Location:** Deerfield Beach, FL, United States - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Amazon Web Services, Microsoft Azure, Configuration Management Databases, Machine Learning, Systems Development Life Cycle, Security Information and Event Management, GitHub Copilot, Production Code, GPT - **Published:** June 25, 2026 - **Apply:** https://www.dice.com/job-detail/d67b0b65-a1b9-4c11-be76-f5e0a20f4364 ## About the Role * Writes production-grade code every day * Builds systems, not POCs * Owns deployment and operations * Has strong software engineering fundamentals * Agentic / Multi-Model Experience * Azure + Copilot Stack Proficiency * Secure AI / Engineering Practices Specialization * ML Engineering: AI/ML Engineer, * Senior engineer who still ships daily - hands-on-keyboard delivery, no exceptions. * Deep Azure + GitHub Copilot delivery experience (primary stack, not a footnote). * Strong Go (or equivalent systems language) for deterministic, testable orchestration tooling. * Hands-on experience operating multi-agent / multi-model workflows in real delivery, not demos. * Security-native instincts - TDD discipline, secure SDLC, threat modeling; comfort in a vulnerability-response context. * Full-SDLC ownership of a work stream: design through deployment, docs, and knowledge transfer. Nice-to-have * SIEM / SOAR / EDR, identity, vuln-management, or CMDB / ITSM integration experience. * Eval-harness, red-team, or agent-guardrail work (blast-radius sandboxing, reversibility, confidence thresholds, audit trails). ## Description Brillio is standing up this team because AI has collapsed attacker timelines from weeks to hours. You'll build the AI-native tooling that lets a small senior pod respond at machine speed, implementing work-focused security agents and the deterministic orchestration around them, wired into vulnerability-response stack (SIEM/SOAR/EDR, identity, vuln management, CMDB, ITSM). This is a hands-on-keyboard seat: you write production code, run agent fleets, and ship across the full SDLC. What you'll actually do * Write production code. Repeatable work becomes compiled, testable binaries (Go-first); prompts drive persona behavior only. You build the tooling, not slideware about it. * Operate agent fleets. Take a decomposed backlog, fan out parallel streams on conflict-free work, and bring it back through review gates. * Build security in, not on. TDD test-writers ahead of coders, a dedicated validation stage (models hallucinate passing tests), persona judging against threat/security models, failures auto-looped as issues. Signed builds, SBOMs, and access control are table stakes. * Integrate natively. Azure + GitHub Copilot, build-what's-missing in-stack. No third-party platforms, no AWS. * Run model-agnostic. Personas across Claude / Copilot / ChatGPT because they fail differently; disagreement is signal. Manage token and context economics as an engineering constraint - just-in-time context loading, per-task budgets, alerts. * Own your slice end to end. Design, develop, test, integrate, deploy, document, and KT - across the full SDLC. ## Related Videos - [The AI-Ready Stack: Rethinking the Engineering Org of the Future](https://www.wearedevelopers.com/videos/1706-the-ai-ready-stack-rethinking-the-engineering-org-of-the-future) - [ Evaluating AI models for code comprehension](https://www.wearedevelopers.com/videos/1462-evaluating-ai-models-for-code-comprehension) - [Developer Tools for Microsoft Azure](https://www.wearedevelopers.com/videos/450-developer-tools-for-microsoft-azure) - [AI Pair Programming with GitHub Copilot at SAP: Looking Back, Looking Forward!](https://www.wearedevelopers.com/videos/1546-ai-pair-programming-with-github-copilot-at-sap-looking-back-looking-forward) - [GitHub Copilot Beyond the Basics - 10 Ways to Elevate Your Coding](https://www.wearedevelopers.com/videos/1011-github-copilot-beyond-the-basics-10-ways-to-elevate-your-coding) - [Agentic AI - From Theory to Practice: Developing Multi-Agent AI Systems on Azure](https://www.wearedevelopers.com/videos/1532-agentic-ai-from-theory-to-practice-developing-multi-agent-ai-systems-on-azure) ## Related Articles - [What is Software Engineering in the Age of AI?](https://www.wearedevelopers.com/magazine/640-what-is-software-engineering-in-the-age-of-ai) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [Dev Digest 137 - AI'm not sure about this](https://www.wearedevelopers.com/magazine/485-dev-digest-137-ai-m-not-sure-about-this) - [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer)