Researcher
Core
Bridges the gap between research and development by creating long-term business opportunities, transferring technology to production, and solving immediate product needs with advanced concepts.
Role type
Researcher (Product-Technology Transfer)
Builds
Tools/services for internal use, usable datasets for modeling, ETL pipelines, and production ML models
Domain
Machine Learning / Data Science / Product Technology
Deliverable
production ML models | product features | research
Required skills
Machine learning algorithms, statistical tools, data cleaning, ETL pipeline design, model evaluation, experimentation setup, monitoring, academic publishing, patent filing
Preferred skills
White paper authoring, tool development for internal use, ethics and privacy policy execution
Technologies
Statistical tools, ETL pipelines, ML frameworks (implied)
Responsibilities
Collaborate with product and business groups to provide expertise and technology; Participate in technology transfer and file patents; Develop usable datasets for modeling and design ETL pipelines; Apply state-of-the-art algorithms to business problems and evaluate ML models; Support the application and deployment of machine learning algorithms; Document work in progress and experimentation results.
Seniority
Mid-level, hands-on IC with research focus