Qualification:

• Data & AI - GEN AI - Pandas
• Data & AI - GEN AI - NumPy
• Data & AI - GEN AI - Python
• Data & AI - GEN AI - Advanced GenAI & Agentic Framework Concepts
• Data & AI - GEN AI - Workflow & Agentic Frameworks (LangChain / LangGraph)
• Data & AI - GEN AI - AI Search Index
• Data & AI - GEN AI - Cloud Application Integration & Deployment
• Data & AI - GEN AI - Fine tuning & Model Customization / AI Agents & Tool Calling
• Data & AI - GEN AI - Retrieval Augmented Generation (RAG) / Graph RAG / Agentic AI Systems
• Data & AI - GEN AI - Prompt Engineering / Vector Databases

Nice to have:

• Capital markets experience
• Experience with LangChain, AutoGen, or similar agent frameworks
• Knowledge of machine learning and deep learning concepts
• Familiarity with cloud platforms (AWS, Azure, GCP)
• Experience with containerization (Docker, Kubernetes)
• Knowledge of natural language processing (NLP) techniques
• Experience with streaming and real-time data processing
• Understanding of AI safety and responsible AI practices
• Experience with MLOps and model deployment pipelines

More skills:

Large Language Models (LLMs), AI agent development, agent frameworks, orchestration platforms, AI agent architectures, APIs, design patterns, Postgres SQL, SQL server, database design, prompt engineering, LLM optimization techniques, DevOps practices, CI/CD pipelines

Other:

• Perks and Benefits for Irisians: world-class benefits for a personalized employee experience, designed to support financial, health and well-being needs for holistic professional and personal growth.