Job Description

The Senior AI Data Engineer (Applications Development Technology Lead Analyst - C13) is a senior-level position responsible for designing, developing, and deploying AI agents capable of understanding goals, planning actions, and executing tasks with minimal human intervention. This role requires a strong understanding of AI principles, agent-based systems, machine learning, and software engineering best practices. The ideal candidate will be able to translate research ideas into robust and scalable production systems. In coordination with the Technology team, this role will also be responsible for establishing and implementing new or revised application systems and programs. The overall objective of this role is to lead applications systems analysis and programming activities. Key Responsibilities:Agent Design and Development: Design and implement intelligent agents, including their perception, reasoning, planning, and action execution modules.System Architecture: Develop scalable and robust architectures for agentic systems, ensuring high performance, reliability, and security.Machine Learning Integration: Integrate various machine learning models (e.g., LLMs, reinforcement learning, predictive models) to enhance agent capabilities and decision-making.Task Automation: Develop agents that can automate complex tasks, optimize workflows, and solve real-world problems across various domains.Framework and Tooling: Utilize and contribute to agentic AI frameworks and development tools.Evaluation and Optimization: Design and implement metrics and evaluation strategies for agent performance, continuously optimizing and improving agent behavior.Research and Innovation: Stay abreast of the latest advancements in AI, particularly in agent-based systems, autonomous AI, and related fields, and propose innovative solutions.Collaboration: Work closely with cross-functional teams including AI researchers, data scientists, product managers, and software engineers to integrate agentic solutions into broader products and services.Documentation: Create comprehensive technical documentation for agent designs, implementations, and operational procedures.Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.