Senior Technical Product Manager, Data Acquisition
Core
Own the vision and strategy for developing GAIA data products, including industry-specific base datasets and analytical abstracts, to support internal foundation model development and broader company AI initiatives.
Role type
Senior Technical Product Manager (Data Acquisition)
Builds
Industry-specific base datasets (CAM, SIM, Assemblies, geometry), analytical views, and data management tools for internal AI teams and general company use.
Domain
Generative AI, Data Acquisition, Design Data (AEC/MFG), Foundation Models
Deliverable
production ML models
Required skills
Product vision and strategy definition, Data modeling, Big data technologies (Snowflake, Spark, Presto, Hive), Data governance for AI/ML, Roadmap execution, Stakeholder management across GAIA and non-GAIA teams
Preferred skills
Data acquisition for ML/AI training, Product data/telemetry management, Design data usage for model fine-tuning
Technologies
Snowflake, Spark, Presto, Hive
Responsibilities
Define requirements and prioritize development for GAIA data products; Partner with AI Research and GAIA PMs to align data strategy with model needs; Establish partnerships with industry data teams; Evolve principles for responsible customer content use; Drive programmatic update and enrichment of base datasets; Identify and enable data pipelines and tools for broader internal use.
Seniority
Senior, hands-on IC