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Artificial Intelligence Data Management Specialist
2 weeks ago
We invest in AI at a strategic level, expanding our practice of engaging with AI to one that is embedded across the Bloomberg organization. Our team contributes to the building of AI-enhanced products by curating model training data and enhancing how our internal processes use AI. A Senior Data Management Professional plays a key role in providing domain expertise in financial concepts and annotation program management for the development of AI products, collaborating with Engineering and Product to build, deploy, and maintain AI-enhanced chart generation products.
The Role
This individual acts as a proactive technical leader, setting the framework for quality and consistency in evaluation and training datasets for models that power AI-enhanced products. They apply their technical aptitude to direct a comprehensive data strategy for chart generation AI projects based on annotation datasets, establishing product thinking to provide the right capabilities to consumers at the right time.
Responsibilities
- Partner with Engineering and Product to build, deploy, and maintain AI-enhanced chart generation products
- Direct a comprehensive data strategy for chart generation AI projects based on annotation datasets
- Establish product thinking to provide the right capabilities to consumers at the right time
- Direct design, modification, and evaluation of all phases of a specific data set or group of data sets
- Define fit-for-purpose data products and ensure data product health metrics are readily measured and available
Requirements
- 4+ years of professional work experience in Data Product Ownership or related field
- Solid understanding of client data needs and the strategic landscape within the financial markets
- Demonstrated experience in data management concepts such as data quality, data modeling, and data engineering
- Proficiency in discussing technical concepts and evaluating trade-offs in design
- Extensive experience in communicating and coordinating with internal and external partners
- Customer-focused approach and ability to communicate effectively with diverse clients
- Demonstrated ability to solve problems using logical approaches and critical thinking skills
- Proficiency in Python and SQL
- Effective project management skills and ability to prioritize tasks
We'd Love to See
- Deep subject matter expertise within a chosen financial domain
- DAMA CDMP or DCAM certifications
- Keen interest and familiarity with generative AI frameworks
- Experience in semantic structures or data modeling
- Experience with charting of financial data
- Experience using data visualization tools such as Tableau, QlikSense, or Splunk