Research Staff, Data Science

Contenido del rol extraído en secciones para revisar más rápido.

See "unsolved" problems as opportunities to pioneer entirely new approaches
Can identify the one critical experiment that will validate or kill an idea in days, not months
Have the vision to scale successful proofs-of-concept 100x
Are obsessed with using AI to automate and amplify your own impact

Drive high performance data acquisition, preparation and synthesis pipelines to generate data for the next generation of speech and language AI foundation models
Develop advanced characterizations of complex conversational audio utilizing a diverse toolkit of signals processing techniques and deep learning models
Collaborate with DataOps and Engineering to create automated systems which scale the ability of human annotators to label high value data and provide critical feedback on model outputs
Build advanced benchmarking methodologies and curated datasets for evaluating conversational voice systems
Document and present results of data experiments and analysis for internal and external audiences

Are obsessed with making sense out of complex and/or messy data
Enjoy building from the ground up and love to create new systems from scratch
Are passionate about AI and interested in leveraging data to solve hard problems
Are motivated by the prospect of scaling yourself using automation and AI models

Experience building data processing pipelines from a blank page and owning the entire data stack including data acquisition, characterization, cleaning, serving and transformation
Experience and expertise applying statistical methods and deep learning models to understand complex data
Strong communication skills and the ability to translate complex concepts in simple terms, depending on the target audience
Strong software engineering skills with particular emphasis on developing clean, modular code in Python and working with Pytorch