Solutions Architect – GenAI
2 weeks ago
Are you an innovative AI professional with deep expertise in GenAI, LLMs, and intelligent agent–based solutions? This role offers an exceptional opportunity to shape the future of AI within a leading financial institution by designing next-generation, AI-powered capabilities that transform advisor workflows, client interactions, and operational efficiency.
Working with one of our top financial clients, this position calls for a Solutions Architect – GenAI & LLMs who will ideate, design, and implement intelligent systems using large language models, RAG architectures, and multi-agent orchestration frameworks. The ideal candidate will blend strong technical architecture skills with a passion for experimentation, responsible AI, and cross-functional collaboration.
Responsibilities
- Identify high-impact AI and agent-based use cases in partnership with business, product, and advisor teams.
- Architect and prototype GenAI solutions using LLMs, retrieval-augmented generation, and agent orchestration frameworks (e.g., LangChain, LangGraph, AutoGen).
- Build, test, and integrate autonomous agents for multi-step workflows, including financial planning, client onboarding, and investment analysis.
- Deploy and maintain GenAI applications with a strong focus on security, performance, and compliance with financial regulations.
- Collaborate with product managers, compliance, engineering, and wealth advisors to ensure alignment with business and regulatory needs.
- Produce high-quality documentation, demos, and training materials to support onboarding and enterprise adoption.
- Monitor post-launch performance, troubleshoot issues, and coordinate escalations with engineering teams.
- Continuously evaluate emerging AI technologies, LLM capabilities, agentic frameworks, and customer insights to guide solution evolution.
- Implement guardrails, monitoring, and Responsible AI practices to ensure safe, reliable, and compliant agent behavior.
- Lead workshops, enablement sessions, and co-creation labs to expand AI literacy across the organization.
Desired Skill Set
- Bachelor's or Master's degree in Computer Science, Engineering, or related field.
- 3+ years of hands-on AI/ML solution design and delivery experience, ideally in financial services or regulated industries.
- Strong experience working with LLMs, agent frameworks, and AI orchestration tools (e.g., LangChain, AutoGen, Hugging Face).
- Proven systems design and solution architecture capabilities.
- Familiarity with cloud platforms (Azure, AWS, GCP), MLOps practices, and secure application deployment.
- Proficiency in Python and/or JavaScript; strong understanding of REST APIs and integration patterns.
- Experience with GitHub and CI/CD pipelines.
- Understanding of AI evaluation metrics, interpretability, and responsible AI principles.
- Excellent communication skills with the ability to translate business needs into technical solutions for diverse audiences.
- Knowledge of financial services, wealth management, or regulatory environments (asset).
- Experience with Agile delivery and rapid prototyping methodologies.
- Strong enablement mindset with a passion for teaching, coaching, and building responsible AI adoption.
Nice to Have:
- Experience with frontend technologies such as React, Angular, or Vue.
- Familiarity with authentication protocols (OAuth, SAML, JWT, TLS).
- Exposure to data visualization tools (Tableau, Power BI, matplotlib).
- Experience with prompt engineering and LLM fine-tuning.
- Knowledge of containerization and cloud-native deployment (Docker, Kubernetes).
- Background integrating SaaS and enterprise systems.
- Previous banking or financial industry experience.
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