Data Science Analyst

Навыки

• AI-инструменты в работе
• Внимание к деталям
• AWS
• Azure
• Коммуникация
• Анализ данных
• Google Cloud

О компании и продукте

• The Spec Analytics Intmd Analyst is a developing professional role. Deals with most problems independently and has some latitude to solve complex problems

Задачи

• Model Development: Assist in the development, fine-tuning, and deployment of generative AI models and large language models
• 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
• 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

Требования

• Bachelor’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
• Integrates in-depth specialty area knowledge with a solid understanding of industry standards and practices
• Good understanding of how the team and area integrate with others in accomplishing the objectives of the sub function/ job family
• Applies analytical thinking and knowledge of data analysis tools and methodologies
• Requires attention to detail when making judgments and recommendations based on the analysis of factual information
• Typically deals with variable issues with potentially broader business impact
• Applies professional judgment when interpreting data and results
• Breaks down information in a systematic and communicable manner
• Developed communication and diplomacy skills are required in order to exchange potentially complex/sensitive information
• Moderate but direct impact through close contact with the businesses' core activities
• Quality and timeliness of service provided will affect the effectiveness of own team and other closely related teams
• 5+ years of relevant experience in data science, machine learning, or a related field

Будет плюсом

• Previous experience with AI/ML projects, internships, or relevant coursework
• Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure) and version control systems (e.g., Git)
• Experience with deploying machine learning models in a production environment
• Strong communication skills, both verbal and written, and the ability to explain technical concepts to non-technical stakeholders
• Education
• Masters/University degree or equivalent experience
• Job Family Group: Decision Management
• Job Family: Specialized Analytics (Data Science/Computational Statistics)
• 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 opportunity review Accessibility at Citi
• View Citi’s EEO Policy Statement and the Know Your Rights poster

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