EY - GDS Consulting - AIA - Agentic AI Engineer - Senior
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Job Description
Technical Excellence:
- AI & Data Consulting for Private Equity
- Partner with Operating Partners and leadership teams to define and execute Agentic AI, GenAI, and analytics-driven strategies leveraging modern LLM ecosystems including Mistral AI.
- Develop and deploy AI implementation playbooks, frameworks, and accelerators incorporating Mistral models and agent-based architectures to drive tangible value creation.
- Assess technology cost optimization, data monetization, and digital transformation opportunities across portfolio companies.
- AI‑Ready Data & Enterprise Data Assessments
- Assess whether data is clean, secure, well‑structured, and ready for AI i.e.: AI-readiness evaluation (quality, lineage, security, architecture)
- Review existing enterprise data to identify gaps and issues and evaluate the strength of data foundations across ERP and core systems
- Define clear, prioritized actions to fix gaps and enable Mistral-powered AI use cases
- Apply assessments during diligence, post‑merger integration, and 100‑day plans
- AI & Digital Transformation
- Design Agentic driven initiatives, translating business and functional requirements into agent architectures, workflows, and capabilities using platforms such as Mistral Studio and Vibe.
- Build proprietary AI/ML accelerators leveraging Mistral LLMs (e.g., Mistral Large, Codestral, Pixtral) to enhance business processes such as customer care, software development, predictive analytics, and operational automation.
- Develop and deploy Retrieval-Augmented Generation (RAG) pipelines integrating enterprise data with Mistral models and enterprise AI platforms such as Mistral Forge.
- Stay ahead of emerging trends in AI, LLMs, process mining, and advanced analytics to deliver cutting-edge solutions.
- Familiarity with process mining tools like Celonis, Signavio, or PAFnow.
- Proficiency with Agentic AI frameworks (e.g., LangChain, semantic kernels, Autogen)
- Proficiency in Python and retrieval-augmented generation (RAG)
- Understanding of basic data structures and algorithms
- Working knowledge of: REST APIs, JSON,Async workflows
- Data & Analytics Strategy
- Design and implement data solutions leveraging cloud platforms, data engineering frameworks, and predictive analytics models integrated with LLM platforms such as Mistral AI to solve complex business challenges.
- Develop and Deploy data governance and quality frameworks, data marketplaces and analytics dashboards.
- Expertise in designing, implementing, and maintaining Master Data Management (MDM) solutions to ensure data consistency, accuracy, and governance across enterprise systems.
- Strong understanding of Cloud platforms (Azure / AWS / GCP), data visualization tools, and analytics solutions.
- Exposure to ERP transformations (e.g., Dynamics 365, SAP, Oracle) and portfolio tech integrations is a plus.
- Team Leadership & Collaboration
- Work with cross-functional teams across consulting, product development, and data engineering to refine requirements
- Foster collaboration between AI product teams, analytics experts, and sector specialists to deliver integrated, end-to-end AI solutions leveraging Mistral ecosystem capabilities.
- Drive knowledge sharing and capability-building within the team.
- Provide technical expertise during strategy execution, POCs, and architectural dec