Lead AI/ML Engineer – Generative AI Agent Systems

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Ollion

501 - 1000 employees

Founded 2023

🤖 Artificial Intelligence

Consulting • Cloud Computing • Artificial Intelligence

Ollion is the enterprise tech consultancy dedicated to shaping business technology for lasting impact. A global, cloud-native company, Ollion focuses on helping organizations navigate complex challenges through innovative solutions in cloud migration, data governance, and AI. Their approach emphasizes customer experience and tailored strategies, working collaboratively with both business and technology teams to foster innovation while managing risks effectively. By leveraging cutting-edge technology and a human-centric touch, Ollion aims to empower organizations to transform successfully and sustainably.

📋 Description

• Act as the primary Subject Matter Expert (SME) on Generative AI, LLM reasoning patterns, and autonomous agent frameworks. • Translate complex business requirements from client stakeholders into rigorous technical blueprints. • Lead the architectural design, advisory, and execution of high-impact AI agent ecosystems for enterprise clients. • Own the technical vision for the core Go harness pattern. • Lead the detailed design specifications for agents, establishing structural tool definitions and systemic prompt engineering. • Design and implement a continuous shadow-mode evaluation harness to validate agent performance against live production data. • Oversee or directly build the initial shadow-mode Proof of Concept (PoC) for the first designated agent to accelerate project kickoff.

🎯 Requirements

• Minimum 6 years to 12 years of proven experience working in a professional services or IT consulting firm. • A track record of leading technical delivery teams and managing senior client stakeholders (CTOs, VPs of Architecture). • Deep, hands-on experience deploying production-grade, multi-agent frameworks, LLM-backed reasoning loops (Gemini), and autonomous workflows. • Expert-level familiarity with the Vertex AI suite (Agent Engine, Agent Development Kit, Tuning, Vector Search) and hardened enterprise GCP security architectures (VPC Service Controls, IAM, Pub/Sub). • Advanced backend proficiency in Go (Golang) with a strong background in highly concurrent, distributed, and event-driven systems. • Clear appreciation for operating within highly regulated industries (e.g., healthcare, finance, public sector).

🏖️ Benefits

• Ollion is an equal opportunity employer. • We celebrate diversity and we are committed to creating an inclusive environment for all employees. • Ollion does not discriminate in employment on the basis of race, color, religion, sex (including pregnancy and gender identity), national origin, political affiliation, sexual orientation, marital status, disability, genetic information, age, membership in an employee organization, parental status, military service, or other non-merit factor.

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