Lead AIML Engineer (Generative AI Agent Systems)

We are seeking a Principal Consultant & AI/ML Lead to head our Generative AI initiatives and serve as the core Subject Matter Expert (SME) for our enterprise service and consulting this strategic client-facing role you will lead the architectural design advisory and execution of high-impact AI agent ecosystems for our enterprise clients.

Key Responsibilities

1. Strategic AI Leadership & SME Advisory

• Act as the primary Subject Matter Expert (SME) on Generative AI LLM reasoning patterns and autonomous agent frameworks for Professional services and enterprise clients.

• Translate complex business requirements from client stakeholders into rigorous technical blueprints leading pre-sales technical discoveries and high-level architectural assessments.

• Establish delivery playbooks and reusable patterns to standardize how our consulting firm deploys agentic workflows across different client industries.

2. Core Agent Reference Architecture & Framework Design

• Own the technical vision for the core Go harness pattern leveraging the Vertex AI Agent Development Kit (ADK) to build a robust production-ready framework for agents.

3. Per-Agent Specification & Delivery Oversight

• Lead the detailed design specifications for agents establishing structural tool definitions (Function Calling) systemic prompt engineering and input-context data models.

• Define clear graduated-autonomy criteria ensuring a balance between autonomous agent execution and human-in-the-loop (HITL) exception handling.

• Establish robust distributed systems patterns ensuring strict idempotency strategies and canonical event envelopes across bounded contexts.

4. Evaluation Safety & Governance

• Design and implement a continuous shadow-mode evaluation harness to validate agent performance against live production data without triggering real-world side effects.

• Set precision/recall thresholds and safety-critical misclassification test suites required for production graduation.

• Partner with the clients Agent Governance Board to advise on SOA tier classifications model-version-pinning strategies and continuous model/drift monitoring.

• Oversee or directly build the initial shadow-mode Proof of Concept (PoC) for the first designated agent to accelerate project kickoff.

Qualifications :

• Consulting & Client Leadership: Minimum 6 years to 12 years of proven experience working in a professional services or IT consulting firm with a track record of leading technical delivery teams and managing senior client stakeholders (CTOs VPs of Architecture).

• Production Agent Systems Expertise: Deep hands-on experience deploying production-grade multi-agent frameworks LLM-backed reasoning loops (Gemini) and autonomous workflows.

• Google Cloud Ecosystem Mastery: 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).

• Software Engineering: Advanced backend proficiency in Go (Golang) with a strong background in highly concurrent distributed and event-driven systems.

• Regulated AI Safety: Clear appreciation for operating within highly regulated industries (e.g. healthcare finance public sector) where data compliance deterministic auditing and strict security perimeters are non-negotiable.

Additional Information :

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.

Remote Work :

Yes

Employment Type :

Contract