AI Principal Consultant- GenAI / Agentic Systems - FS
AI Principal Consultant- GenAI / Agentic Systems - FS
Posted 3 days ago
SENIORITY
Senior
About the role
- Work with business stakeholders (Banking and financial services) to identify the problem statement and participate in / lead solution design. E.g. Understand Day in life of an Advisor, identify critical manual flows and define potential solutions
- Act as a Product Manager / Product Owner and work closely with architects, business SMEs, to develop business requirements and AI solutions
- Design and develop GenAI solutions using LLMs (Claude, OpenAI, etc.) to solve business problems such as Improving Advisor productivity, Operations efficiency in areas such as Corporate Actions, Portfolio Mgmt., AML / KYC processes.
- Build agent-based workflows using frameworks such as LangChain / Google ADK / similar
- Develop RAG pipelines, semantic search, and knowledge-driven applications
- Implement prompt engineering, evaluation frameworks, and guardrails
- Perform testing, validation, of final solution to ensure conformity to business problems and optimization of AI models and pipelines
- Coordinate with business and technology stakeholders for program delivery
- Experience in financial services industry (Capital markets / Banking) and familiarity with Front office / Middle office / Back office operations or processes
- Understanding of the end to end value chain (wealth management, asset management, investment banking, etc.)Experience with defining AI related KPIs and building AI adoption business case
- Experience in Python-based AI/ML development
- Understanding of:
- LLMs and GenAI architectures
- Prompt engineering and chaining techniques
- Data processing and pipelines
- Understanding of Graph RAG and hands-on with one or more:
- LangChain / similar frameworks
- Claude / OpenAI / other LLM APIsWorking knowledge of:
- Vector databases, embeddings, semantic searchAPI integrations and microservices
- Bachelor’s degree or equivalent required
- Prior work experience of 8-12 years either in management consulting or directly working on advisory business, technology or operational change initiatives in Financial Services industry.
- Strong problem-solving mindset
- Ability to work in fast-paced AI delivery pods
- Ability to travel up to 75%.
Before you apply
Applying takes about a minute. These four things decide how fast it moves after that.
Your profile is current
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Two examples you can talk through
Not a portfolio — just two pieces of work where you can explain the decisions and what you'd change.
A number in mind
What you're on now and what would make you move. We negotiate better when we know both.
Your notice period
Employers plan around it, and it's the question that stalls offers most often.
Once you apply, someone reads it and calls you before anything reaches the employer — usually within two working days.
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