Docugami
Machine Learning / Data Scientist
Kirkland, Washington, United States · Full-time · Posted Feb 11, 2020
- Experience
- More than five years after completing a PhD, or equivalent demonstrable industry experience.
- Education
- PhD (or equivalent experience) in computer science, mathematics, statistics, electrical engineering, or related fields.
About the job
Conduct machine learning and data science research to solve document-related problems and collaborate with engineering and product teams to bring research into production.
What you'll do
- Propose solutions to science problems and help plan a long-term roadmap of scientific breakthroughs.
- Collaborate with engineering to integrate and deploy research in production.
- Conduct internal science reviews and educational sessions, and work with academic partners on research.
What they ask for
- PhD or equivalent experience in computer science, mathematics, statistics, electrical engineering, or a related field.
- Deep, up-to-date experience in one or more listed disciplines, such as NLP, machine translation, self-supervised learning, active learning, computer vision, statistics, or causal inference.
- Programming skills and familiarity with modern ML frameworks.
- Research record demonstrated by top-level journal and conference publications.
Tools
natural language processing (NLP), machine translation, self-supervised learning, active learning, computer vision, statistics, causal inference
AI focus
Research and develop AI approaches for extracting and using information from unstructured business documents, with work intended for production deployment.
Model-written summary · the original posting is authoritative