Informatics Scientist

Trinetx - Cambridge, MA

Full-time - Mid Level

Remote - Cambridge, MA

Professional, Scientific, and Technical Services

About the position

The Informatics Scientist position at TriNetX is a remote role focused on leveraging real-world data to enhance clinical trial design and patient recruitment. The successful candidate will utilize advanced statistical and AI/ML methods to automate the mapping of clinical concepts to reference standards, ensuring high data quality and effective data solutions within a multidisciplinary team.

Responsibilities

• Utilize advanced statistical and AI/ML methods to automate the mapping of clinical concepts to reference standards.
• Prototype tools to enable the use of these methods.
• Create and maintain mappings of clinical concepts to reference terminologies.
• Apply advanced AI/ML methods to extract high-value data elements from clinical notes.
• Develop definitions of data quality metrics and prototype tools to collect necessary data for quantifying data quality and visualizing results over time.
• Collaborate with cross-functional teams to implement scalable data solutions.

Requirements

• Master's degree or equivalent in a relevant scientific or professional field.
• At least 4 years of relevant experience.
• Expertise with patient clinical data.
• Experience in managing and analyzing large data sets.
• Experience with statistical models.
• Advanced expertise with AI and LLMs.
• Familiarity with clinical terminologies (e.g., ICD, CPT, RxNorm, LOINC, etc.).
• Previous experience with mapping concepts to standard terminology.
• Experience with SQL and relational databases.
• Familiarity with cloud data platforms (e.g., Snowflake, Databricks).
• Fluency in English.

Nice-to-haves

• Experience with scientific research publications.
• Familiarity with data modeling using UML diagrams.