2 months ago
Pune, IndiaStaff+
Responsibilities
- Develop and deploy scalable agentic AI frameworks and Generative AI solutions for enterprise banking use cases.
- Build full-stack applications integrating machine learning and large language model tools and services.
- Prototype and integrate advances in agent-based systems, autonomous AI, and Generative AI.
- Collaborate with AI researchers, data scientists, product managers, and software engineers to scale AI solutions.
- Write production-quality code, lead proof-of-concepts, and validate architectural decisions through implementation.
- Establish technical standards and guide design choices across the team.
- Deploy secure, reliable, cloud-native, containerized AI services at enterprise scale.
- Design evaluation metrics and optimization strategies for AI system and agent performance.
Requirements
- 12–15 years of hands-on experience engineering and executing scalable enterprise solutions.
- Deep expertise in AI principles, agent-based systems, machine learning, and advanced software engineering.
- Expert proficiency in Python.
- Experience implementing Generative AI use cases with LangChain, AutoGen, or CrewAI.
- Advanced knowledge of LLM implementation using vector databases, Retrieval-Augmented Generation, and model tuning.
- Experience with NLP libraries and tools, GenAIOps, and production support for Generative AI models.
- Experience with MLOps lifecycle tools such as MLflow.
- Experience using Docker to create reproducible and scalable environments.
- Strong analytical and problem-solving skills with an aptitude for mathematics and statistics.
- Excellent communication and collaboration skills, with the ability to work independently.
- Business knowledge of CVA, XVA, and regulatory stress testing is preferred.
- Bachelor’s degree in Computer Science, Mathematics, or an equivalent field; a master’s degree is preferred.
Benefits
- Full-time position based in Pune, India.
- Citi is an equal opportunity employer and provides reasonable accommodations for applicants with disabilities.
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.