Discover your future at Citi
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Job Overview
Responsibilities:
Model Development: Assist in the development, fine-tuning, and deployment of generative AI and large language models based solutions.Data Preparation: Clean, preprocess, and organize large datasets for training and evaluation purposes.RAG Frameworks – Customize and fine-tune existing / new RAG frameworks to meet project requirements.Research and Experimentation: Conduct experiments to test and validate model performance and keep up to date with the latest advancements in the field of AI and NLP.Performance Optimization: Implement techniques to improve model efficiency, accuracy, and scalability.Collaborative Projects: Work with cross-functional teams to integrate AI models into various applications and services.Documentation: Maintain clear and comprehensive documentation of model architectures, processes, and findings
Qualifications:
2-3 3 years of industry experience is developing and deploying ML/DS/GenAI solutionsBachelor’s degree in computer science, Data Science, Electrical Engineering, or a related field. A master's degree is a plus.Programming Skills: Proficiency in programming languages such as Python, and familiarity with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Hugging Face Transformers).Mathematics and Statistics: Strong understanding of fundamental concepts in mathematics and statistics, including linear algebra, calculus, and probability.NLP Knowledge: Basic knowledge of natural language processing techniques and concepts, such as tokenization, embeddings, and sequence models.Problem-Solving Skills: Ability to analyze complex problems, develop innovative solutions, and effectively communicate findings.Teamwork: Strong collaborative skills and a willingness to work in a dynamic team environment.Curiosity and Learning: Eagerness to learn and stay current with the latest research and trends in generative AI and LLMs.
Education:
Bachelors/University degree or equivalent experience
This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.
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Job Family Group:
Decision Management
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Job Family:
Specialized Analytics (Data Science/Computational Statistics)
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Time Type:
Full time
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Most Relevant Skills
Please see the requirements listed above.
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Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.
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