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Microsoft

Builds workplace software, PCs and cloud services

Director AI Data Acquisition and Operations - Pretraining

Business OperationsConfirmed live in the last 24 hours
Full-timeMountain View, CA, USA$130.9k - $272.3k /yrIn-person

About the Job

Requirements

  • A Bachelor's degree and 8 or more years of experience in strategy, business development, data acquisition, technology, research partnerships, content licensing, or related fields, or equivalent experience.
  • Experience working closely with technical or research teams to translate ambiguous requirements into actionable strategies or partnerships.
  • Demonstrated ability to research complex markets, identify unconventional opportunities, and develop strategies where established playbooks do not exist.
  • Experience negotiating complex commercial agreements or partnerships.
  • Experience operating in fast-moving environments where priorities shift quickly and requirements are underspecified.
  • Strong judgment and ability to operate across technical, commercial, legal, and strategic considerations.
  • Experience building and leading a team.

Responsibilities

  • Partner directly with AI researchers to understand model capabilities, research priorities, and the types and characteristics of data most likely to improve model performance.
  • Research global data markets and identify new, differentiated, and hard-to-access sources of training data, including content not historically commercially available for AI.
  • Develop creative strategies to access data through licensing, partnerships, acquisitions, data creation, and other novel commercial structures.
  • Evaluate potential datasets and partners based on research value, uniqueness, scale, quality, rights, provenance, and usability for AI training.
  • Lead commercial negotiations with data owners and partners, translating research needs into practical partnership and licensing structures.
  • Work closely with Legal, Privacy, Compliance, and policy partners to navigate novel questions involving copyright, licensing, privacy, data rights, and responsible AI use.
  • Build strong relationships across the research community and external data ecosystem to anticipate emerging data needs and opportunities.
  • Coordinate cross-functional initiatives across Research, Business Development, Procurement, Legal, Privacy, Finance, and Engineering.

Desired Qualifications

  • A Bachelor's degree and 10 or more years of experience in data strategy, business development, content or data licensing, technology strategy, research partnerships, or related fields, or equivalent experience.
  • Experience working with leading AI research organizations, technology companies, data providers, publishers, platforms, or other major content owners.
  • Strong understanding of the emerging AI data ecosystem, including pre-training, post-training, multimodal, and specialized data.
  • Fluency with data rights, copyright, licensing, provenance, and privacy considerations, with experience partnering with legal and privacy teams on novel or precedent-setting questions.

About the Company

Microsoft

Builds workplace software, PCs and cloud services

Microsoft builds workplace software, operating systems and cloud infrastructure for consumers, businesses and government agencies, from small organizations to global enterprises. Microsoft 365 combines Word and Excel with Teams communication and Copilot AI features, while Windows runs PCs and Surface supplies the company's own computers. Azure rents computing capacity, storage and databases to build and run web applications. Microsoft also sells Xbox consoles and games, collecting revenue through software licenses, subscriptions, usage charges and product sales. Founded in 1975 by Bill Gates and Paul Allen, Microsoft is headquartered in Redmond, Washington.

Company size
10,001+
Company stage
IPO
Headquarters
Redmond, WA
Founded
1975

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