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Data Scientist III

3 months ago

Boston, Massachusetts, United States CodaMetrix Full time

Data Scientist III (LLM Researcher)

CodaMetrix is revolutionizing Revenue Cycle Management with its AI-powered autonomous coding solution, a multi-specialty AI-platform that translates clinical information into accurate sets of medical codes. CodaMetrix's autonomous coding supports improved patient care and drives efficiency under fee-for-service and value-based care models.

We are passionate about getting doctors away from the keyboard and back to clinical care

Job Description

The Data Scientist III will join our Fundamental Research team and report to our Chief Data Scientist. The Fundamental Research team is responsible for inventing, developing, and deploying AI-driven solutions using healthcare data to improve administrative and clinical functions in delivering care.

Responsibilities

  • Design and implement creative solutions for a broad range of NLP problems in the healthcare domain
  • Train and tune large language models for best trade-offs for the application
  • Characterize performance of solutions for adequate speed and scale
  • Incorporate an expansive set of unit tests to provide reasonable test coverage and protection from regression
  • Collaborate with engineering and production teams for incorporating NLP capabilities into the product
  • Document solutions clearly and work with the QA team to ensure proper testing
  • Function within an agile scrum team, embracing all tenets of scrum

Requirements

  • PhD in Computer Science, Electrical Engineering, Mathematics, or related fields
  • Familiarity with state-of-the-art NLP techniques including large language models
  • Strong technical credentials in NLP, machine learning and deep learning including a track record of publications in relevant conferences and high impact journals
  • Solid fundamentals in problem solving, algorithm design, complexity analysis, mathematics and statistics
  • Proficiency in a major programming language (Python, Java, Scala or similar)
  • Superior verbal and written communication and presentation skills

Beneficial Experience

  • Familiarity and hands-on experience with healthcare data is a plus
  • Hands-on experience with cloud-based computing solutions such as AWS is a plus