Senior NLP Data Scientist

K Health is transforming the world of healthcare as we know it and it touches many people's lives. We are an eclectic, multidisciplinary team of expert physicians, data scientists, statisticians and engineers hellbent on making a real impact on the world of healthcare.

Our data science group is comprised of exceptional MSc and Ph.D. graduates and experienced researchers, and is deeply committed to scientific excellence. We solve the most complex data-driven algorithmic and statistical modeling challenges from the very forefront of the health informatics research domain. We process hundreds of millions anonymized medical records + over 4 million health dialogues from millions of US users. We conduct large-scale outcome analysis and develop cutting-edge data science solutions with novel NLP, DL, ML, and causal inference models that go into our K Health consumer-facing application.

We are looking for an excellent and creative NLP scientist to lead unstructured data modeling activities in the data modeling team. This is a senior technical role requiring an MSc or PhD from an accredited college/university in Computer Science, Computational Linguistics or related fields, and at least 5 years of industry experience for MSc, and 2 for PhD, in working with unstructured data in large-scale projects.

you need to have:

  • Hands on experience in statistical NLP for mining textual data and creating insights
  • Experience in modeling unstructured data using advanced statistical and NLP algorithms for predictive applications
  • Hands on experience with python and with main NLP platforms and tools and working with domain ontologies
  • Familiarity with the medical domain – advantage
  • Advanced skills in English and Hebrew, academic knowledge of other languages – advantage

You will conduct statistical natural language processing to mine unstructured data from millions of health records, and health conversations. You will work with medical experts and analysts to develop ontology driven algorithms for mining textual data and build ontology driven conversations frameworks that will be incorporated into our consumer facing application. You will lead junior researchers to conduct NLP with the highest standards.

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