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Triomics · 9 months ago

Lead Research Scientist, NLP

San Francisco, CA, US

Full-time

Onsite

Senior Level

$350K/yr - $450K/yr

3+ years exp

Triomics is a generative AI-powered platform that matches patients to clinical trials. The company is seeking a Lead Research Scientist specializing in natural language processing to develop technology that activates electronic health records for clinical trials, aiming to automate the parsing and analysis of patient data.

Artificial Intelligence (AI)Clinical TrialsGenerative AIHealth CareHospitalOncology

Responsibilities

Framing the healthcare data abstraction problems as grounded natural language processing problems and analyzing literature to make an informed decision about the final choice

Conducting daring, cutting-edge research on large language models and even training them from scratch for the domain of healthcare

Exploring their potential to be used as large-scale healthcare data mining solutions and comparing them to the existing problem-specific models

Work closely with the CTO/Founders to build these solutions from scratch, comparing them to human performance and publishing results in top-tier conferences and journals

Working in tandem with AI engineers for the implementation of the solutions to these problems and helping them train/optimize/validate models for all the identified NLP problems

Presenting the capabilities of everything we build in top conferences in the form of publications, research talks, and industry sessions

Collaborating with the oncology informatics team, product team, and business team to prioritize the solutions and help software developers take these technologies live in products

Qualification

Natural Language ProcessingLarge Language ModelsHealthcare Data MiningResearch PublicationsFirst-principles ThinkingPassion for Healthcare

Required

3+ years of experience in natural language processing research

Consistent track record of publishing at high-impact conferences: Publications in conferences such as ICLR, NeurIPS, ICML, ACL, EMNLP

First-principles thinking ability: The ability to approach problems and situations using fundamental principles and ideas rather than relying on conventions and precedents

High level of ownership: A proactive approach to responsibilities and a strong sense of accountability

Aptitude and analytical skills: An ability to quickly understand complex concepts and apply problem-solving skills to find solutions

Passion for healthcare and research: A genuine interest in and enthusiasm for healthcare and research, as well as a commitment to advancing the field