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About the role
- Member of the AI/DX Accelerator Integration team designing and optimizing prompts for AI solutions in the financial services industry. Collaborating on effective AI systems and ensuring compliance with regulations.
Responsibilities
- design, optimize, and implement prompts, tools, and guardrails to support robust, compliant, and efficient AI solutions
- contribute to the development of retrieval-augmented generation (RAG) systems and fine-tune large language models (LLMs)
- develop and refine prompt architectures tailored to financial use cases, ensuring regulatory compliance and minimizing operational risk
- conduct A/B testing and automated evaluations using golden datasets representative of banking and financial scenarios
- collaborate with compliance and risk teams to validate prompt effectiveness and safety
- design advanced retrieval systems (chunking, embeddings, rerankers) for secure and accurate information access in regulated environments
- implement policy-aware filters and automated redaction mechanisms for PII/PCI, adhering to FINRA, SEC, and GDPR standards
- work closely with cybersecurity and legal teams to ensure data protection and auditability
- fine-tune LLMs for financial applications, optimizing for performance, compliance, and cost-effectiveness
- implement robust guardrails to mitigate hallucinations and ensure outputs are defensible and grounded in verified sources
- monitor and report on model performance, integrating feedback from end-users and compliance teams
Requirements
- 3+ years of hands-on experience with LLMs/NLP, including Python and modern machine learning tooling
- Proven track record in deploying AI solutions within highly regulated environments
- Strong understanding of data privacy, security, and ethical AI practices
- In-depth familiarity with banking terminology, document types, and regulatory requirements (e.g., BSA/AML, PCI DSS).
- Experience building defensible AI systems with grounding, citations, and dynamic guardrails
- Demonstrated ability to develop policy-aware retrieval and automated PII/PCI redaction patterns
- Experience collaborating with compliance, risk, and audit teams in financial institutions
Benefits
- comprehensive health and wellness benefits
- retirement plans
- educational assistance and training programs
- income replacement for qualified employees with disabilities
- paid maternity and parental bonding leave
- paid vacation
- sick days
- holidays
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