Principal AI Engineer - Enterprise Generative AI
Wells Fargo Bank
Wells Fargo is seeking a Principal AI Engineer to serve as a senior technical leader driving the design, scale, and operationalize of enterprise Generative AI solutions across the firm. This role sits at the intersection of AI platform engineering, business use-case delivery, and risk-aware execution, and is critical to accelerating initiatives such as DASH (Employee Virtual Assistant), intent routing, and LOB-embedded GenAI use cases. As a Principal Engineer, you will own end-to-end technical strategy, influence architecture across multiple teams, and act as a force multiplier for GenAI adoption through a Forward Deployed Engineering (FDE) model—embedding deeply with business partners while staying aligned with central AI platforms and governance. Key Responsibilities
- Own and define enterprise-grade GenAI architectures, including RAG pipelines, agentic workflows, prompt orchestration, and multi-model routing strategies.
- Drive production readiness for GenAI solutions, ensuring scalability, resilience, observability, and cost efficiency.
- Lead complex architectural decisions spanning data ingestion, vector databases, model selection, guardrails, latency optimization, and API scalability.
- Establish reference architectures and reusable patterns to accelerate GenAI adoption across Lines of Business.
- Enterprise Use-Case Delivery (FDE Model)
- Act as a Forward Deployed Principal Engineer, partnering directly with business and product teams to deliver high-impact GenAI use cases from ideation to production.
- Translate business problems into well-defined AI system designs and NFRs, ensuring measurable outcomes.
- Troubleshoot and resolve complex production issues across non-prod and prod environments.
- Influence platform roadmap by feeding real-world use-case requirements back into central AI services (e.g., Tachyon).
- Governance, Risk & Compliance
- Ensure all AI solutions align with Wells Fargo risk, cyber, and model governance standards, including AIRR, data protection, and guardrails.
- Partner with Cyber, MRM, Legal, and Risk teams to design compliant AI patterns without slowing delivery.
- Embed security, privacy, and ethical AI principles into solution design by default.
- Organizational Influence & Mentorship
- Serve as a recognized GenAI expert across the enterprise—regularly consulted by engineering, architecture, and leadership teams.
- Mentor senior and staff-level engineers; raise the technical bar across teams.
- Contribute to internal communities of practice, architecture reviews, and executive-level technical discussions.
- Represent Wells Fargo GenAI capabilities in internal innovation forums and knowledge-sharing sessions
- 7+ years of software engineering experience, with significant depth in AI/ML or data-intensive systems.
- 2+ Years of experience in Python programming language.
- 2+ Proven experience designing and delivering production-scale Generative AI systems in an enterprise environment.
- 2+ years of experience in:
- LLMs, prompt engineering, and RAG architecture
- Vector databases and semantic search
- API-driven, cloud-native architectures
- Distributed systems and performance optimization
- Strong understanding of non-functional requirements: security, scalability, resiliency, observability, and cost management.
- Demonstrated Principal-level impact: influence across multiple teams, platforms, or business units.
- Experience operating in highly regulated environments (financial services strongly preferred).
- Hands-on experience with agentic AI frameworks and multi-model orchestration.
- Prior experience in a Forward Deployed Engineer or embedded engineering model.
- Ability to communicate complex technical concepts clearly to senior executives and non-technical stakeholders.
- Must be based in one of the above locations or willing to relocate at your own expense.
- Relocation assistance is not available for this position.
- This position currently offers a hybrid work schedule.
- This position is not eligible for Visa sponsorship.
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