10 Oct
|
Citigroup
|
India
The Data & AI Solutions Analyst is an intermediate-level position responsible for the development of product plans, strategies, and tactics in coordination with the Product , Tech and analytics teams. The overall objective of this role is to coordinate the promotion, development, and deployment of data, analytics, and AI-driven products to create business value, drive adoption, increase market impact, and enhance Citi's competitive position. **Key Responsibilities -** + Design, Develop and deploy generative models (e.g., GPT, GAN, VAEs) for various applications. + RAG Frameworks - Able to customize and fine-tune existing RAG frameworks or design current RAG to meet project requirements. + Collaborate with cross-functional team to understand business requirements and translate them into AI solutions. + Conduct research to advance the state-of-the art in generative modelling and stay up to date with latest advancements in the field. + Optimize and fine-tune models for performance, scalability, and robustness. + Implement and maintain AI pipelines and infrastructure to support model training and deployment. + Perform data analysis and preprocessing to ensure high-quality input for model training. + Implement and maintain AI pipelines and infrastructure to support model training and deployment. - Perform data analysis and preprocessing to ensure high-quality input for model training. + Mentor junior team members and provide technical guidance. + Write and maintain comprehensive documentation for models and algorithms. + Present findings and project progress to stakeholders and management.
**Qualifications -** + Bachelor's or Master's degree in computer science, Data Science, Machine Learning, or a related field. A Ph.D. is a plus. + 8+ years of experience in machine learning and deep learning, with a focus on generative models. + Strong proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, or Keras. + Experience with natural language processing (NLP) and natural language generation (NLG). + Proven track record of building and deploying generative models in production environments particularly using RAG frameworks. + Solid understanding of machine learning algorithms, data structures, and software engineering principles. + Excellent problem-solving skills and the ability to work independently and as part of a team. + Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders. **Preferred Skills -** + Experience with cloud platforms such as AWS, Google Cloud, or Azure. - Knowledge of reinforcement learning and its applications in generative AI. + Familiarity with MLOps practices and tools. + Contributions to open-source projects or published research in top-tier conferences/journals.
------------------------------------------------------ **Job Family Group:** Product Management and Development ------------------------------------------------------ **Job Family:** Product Management ------------------------------------------------------ **Time Type:** Full time ------------------------------------------------------ **Most Relevant Skills** Please see the requirements listed above. ------------------------------------------------------ **Other Relevant Skills** For complementary skills, please see above and/or contact the recruiter. ------------------------------------------------------ _Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law._ _If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career chance review_ _Accessibility at Citi (https://www.citigroup.com/citi/accessibility/application-accessibility.htm)_ _._ _View Citi's_ _EEO Policy Statement (https://www.citigroup.com/global/eeo-aa-policy)_ _and the_ _Know Your Rights (https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf)_ _poster._ Citi is an equal opportunity and affirmative action employer. Minority/Female/Veteran/Individuals with Disabilities/Sexual Orientation/Gender Identity.
📌 Data & AI Solutions Analyst - Assistant Vice President (India)
🏢 Citigroup
📍 India