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Key skills for this role
Role Overview
Citi is seeking a Python AI Engineer for its Controls Technology team to support generative AI solution development and integration.
The role applies pre-trained and hosted foundation models through context engineering, RAG, knowledge graphs, and agentic workflows rather than model training or fine-tuning.
This is a growth-oriented role with scoped ownership and increasing technical independence under the guidance of senior developers and AI architects.
Key Skills for This Role
Full Job Posting
Job Overview
Citi is seeking a Python AI Engineer for its Controls Technology team to support generative AI solution development and integration.
The role applies pre-trained and hosted foundation models through context engineering, RAG, knowledge graphs, and agentic workflows rather than model training or fine-tuning.
This is a growth-oriented role with scoped ownership and increasing technical independence under the guidance of senior developers and AI architects.
Key Responsibilities
- Build and integrate generative AI applications using managed GenAI APIs and open-model endpoints.
- Implement context engineering workflows involving instructions, retrieved knowledge, tool definitions, and conversation memory.
- Develop prompts and maintain RAG components, including chunking, embeddings, vector databases, and search.
- Support knowledge graph, Graph RAG, and agentic workflows using tool calling, planning, and memory.
- Integrate agents with external tools and data sources using MCP, with exposure to A2A.
- Deploy, monitor, and maintain GenAI and agentic applications in production.
- Perform data preprocessing, document ingestion, and basic API development.
- Collaborate with data scientists and engineers, and participate in code reviews, testing, and documentation.
Qualifications
- A bachelor's or master's degree in Computer Science, Data Science, AI, or a related field is required.
- Three to six years of professional experience in software or AI development is required.
- Exposure to generative AI and agentic AI, plus experience contributing to collaborative AI or software projects, is required.
- Exposure to cloud-based AI or machine learning environments such as AWS, GCP, or Azure is a plus.
Required Technical Skills
- Proficiency in Python is required.
- Understanding of foundation models, LLMs, tokenization, embeddings, and context windows is required.
- Hands-on prompt engineering and foundational context engineering experience are required.
- Practical experience building RAG systems, including chunking, vector databases, and semantic search, is required.
- Familiarity with knowledge graphs and Graph RAG is preferred.
- Exposure to agentic AI development using Google ADK, LangGraph, CrewAI, or the OpenAI Agents SDK is required.
- Awareness of tool calling, MCP, and agent harness concepts is required; A2A familiarity is a plus.
- Experience with major GenAI APIs and orchestration frameworks such as LangChain or LlamaIndex is required.
- Understanding of Docker, Git, AI compliance, data privacy, guardrails, and responsible AI is required.
Required Soft Skills
- Strong teamwork and communication abilities are required.
- Eagerness to learn new AI, generative AI, and agentic technologies is required.
- An analytical mindset and attention to detail are required.
- Openness to feedback, coaching, and continuous improvement is required.
Company Information
Citi describes itself as a global organization with approximately 219,000 employees and opportunities for career growth and community impact.
Job Classification
The job family group is Technology.
The job family is Applications Development.
The time type is Full time.
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