The work Data Scientists turn difficult questions and complex data into evidence. They work with stakeholders to define what should be measured, determine whether the available data can support the question, select appropriate statistical...
The work Business Analysts make complicated work understandable enough to improve. They learn how a process, service, decision, or system actually operates, identify where needs and constraints collide, and translate that understanding in...
The work AI Engineers build and operate systems that turn data, documents, models, and AI services into useful applications and workflows. The work runs from understanding the problem and preparing inputs through model or service selectio...
The work Data Strategists help organizations decide what their data should make possible and how to get there. They connect mission priorities, operating needs, policy, technology, governance, talent, and investment into a direction that ...
The work Generative AI Engineers build production applications around foundation models and large language models. They turn model capabilities into tools for search, drafting, summarization, information extraction, multimodal work, and g...
The work Software Engineers working on back-end and cloud systems build the services that enforce application behavior, connect systems, and move trusted work through production. They turn product and operational requirements into HTTP AP...
The work Data Analysts make operational data answerable. They work with stakeholders to define measures, acquire and reconcile data, investigate discrepancies, and turn recurring questions into analyses, reports, semantic models, and dash...
The work Data Inventory Managers establish and maintain the organization’s account of its data assets. They define how assets are identified, registered, assigned an owner, classified for management, and reviewed for completeness, then co...
The work Data Governance Specialists establish the decision rights, policies, standards, roles, and measures that help an organization manage data as a strategic asset. They turn broad expectations for quality, stewardship, access, lifecy...
The work Metadata Management Specialists make data understandable and findable. They maintain the descriptive, technical, and operational context that tells people what a data asset is, who owns it, how it is structured, where it came fro...