2 months ago
Pune, IndiaMid Level
Responsibilities
- Build and integrate generative AI applications using pre-trained and hosted foundation models.
- Implement context engineering, prompt engineering, RAG, chunking, embeddings, semantic and keyword search, and knowledge graph pipelines.
- Develop agentic workflows with tool-calling, planning, memory, session/state management, and guardrails using supported frameworks.
- Integrate agents with external tools and data sources through MCP, with exposure to A2A.
- Support deployment, monitoring, maintenance, testing, documentation, data preprocessing, document ingestion, and basic API development.
- Collaborate with data scientists and engineers, participate in code reviews, and share GenAI and agentic AI learnings.
Requirements
- Bachelor's or master's degree in Computer Science, Data Science, AI, or a related field.
- 4+ years of experience, including at least 2–4 years of professional software or AI development experience.
- Proficiency in Python and solid understanding of foundation models, LLMs, tokenization, embeddings, and context windows.
- Hands-on prompt engineering and practical project or professional experience building RAG systems.
- Familiarity with knowledge graphs, Graph RAG, agentic AI development, tool/function calling, MCP, and agent harness concepts.
- Experience consuming major GenAI APIs and exposure to orchestration frameworks such as LangChain or LlamaIndex.
- Understanding of application deployment and containerization with Docker and working knowledge of Git.
- Awareness of AI compliance, data privacy, guardrails, and responsible AI principles.
- Strong teamwork, communication, analytical, learning, and attention-to-detail skills.
- Exposure to cloud-based AI/ML environments such as AWS, GCP, or Azure is preferred.
Categories
About Citi
Citi is a public financial-services company offering consumer and institutional banking, credit cards, wealth management, treasury and trade solutions, and capital-markets services. It serves individuals, corporations, financial institutions, and governments in more than 160 countries and jurisdictions, earning interest and fee income from lending, payments, trading, and advisory. Founded in 1812 and headquartered in New York, it trades on the NYSE under the ticker C.