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Form of workAs an Applied AI ML Executive Director in our Consumer & Community Banking Business Modeling Center of Excellence Operations team you will manage and mentor junior teams.
Job Responsibilities:
- Generate deep insights through the analysis of data and understanding of business processes and turn them into actionable recommendations.
- Perform advanced quantitative and statistical analysis of large datasets to identify trends, patterns, and correlations that can be used to improve business performance.
- Build and deploy prototype solutions to demonstrate ideas and prove concepts.
- Develop presentations to summarize and communicate key messages to senior management sponsors and colleagues.
- Become a subject matter expert and trusted advisor in the modeling discipline.
- Collaborate with others in the organization to develop new ideas and brainstorm potential solutions.
- Actively contribute to the continuous learning mindset of the organization by bringing in new ideas and perspectives that stretch the thinking of the group
Required qualifications, capabilities, and skills:
- 10+ years of related experience preferred
- Deep quantitative/programming background with a graduate degree (M.S., Ph.D.) in Computational Linguistics, Artificial Intelligence, Data Science, or a comparable quantitative / engineering field of study
- Experience with Natural Language models and approaches including Topic Modeling, Text Classification, Entity Extraction, Neural Language models.
- Deep understanding of text representation techniques and frameworks
- Ability to write code and develop production-ready analytical applications
- Strong familiarity with implementing Natural Language Processing solutions (using tools such as PyTorch, Tensor, Keras)
Preferred qualifications, capabilities, and skills:
- Significant experience working with very large scale (structured and unstructured) data
- Expertise in Python
