Full-Time

Machine Learning Research Scientist

Confirmed live in the last 24 hours

SmarterDx

SmarterDx

51-200 employees

Analyzes medical data for improved diagnosis

Data & Analytics
Healthcare

Compensation Overview

$200k - $240kAnnually

+ Equity

Mid, Senior

Remote in USA

Category
Deep Learning
AI Research
AI & Machine Learning
Required Skills
Pytorch
Requirements
  • Deep “under-the-hood” understanding of modern neural network architectures
  • Extensive experience developing and implementing state-of-the-art deep learning models using frameworks such as PyTorch or JAX
  • Proven track record in clinical machine learning research, as demonstrated through first-author publications at top-tier conferences and journals
  • Demonstrated understanding of recent and relevant AI/ML research trends and ability to quickly assess the quality of published clinical ML research
  • Ph.D. (or Master’s degree with 3+ years experience) in Computer Science, Biomedical Informatics, Mathematics, Electrical Engineering, or a related field with an AI/ML focus
  • Ability to communicate clearly, as evidenced by blog posts, conference talks, published research papers, etc.
Responsibilities
  • Invent and deploy state-of-the-art machine learning algorithms
  • Share insights and breakthroughs through publications in top-tier conferences, journals, blog posts, and other mediums to showcase your work
  • Survey and share relevant AI/ML research and emerging technologies within the company to help others stay abreast of important trends
  • Establish and own an ambitious research agenda with regular milestones
  • Frequently present your work internally and solicit feedback from other machine learning research scientists, data scientists, engineers, and clinicians
  • Provide constructive feedback to other ML research scientists on the team
  • Collaborate cross-functionally with clinical, engineering, and product teams to understand key needs and prioritize research accordingly
  • Work in a fast-paced and rewarding environment that demands high quality work with minimal supervision

SmarterDx simplifies medical diagnosis by analyzing extensive patient data, including notes, lab results, and medications. Its main service uses counterfactual modeling to identify missed opportunities for Clinical Documentation Improvement (CDI) and coding, helping healthcare providers enhance patient care and boost revenue. Unlike competitors, SmarterDx offers a risk-free business model with a guaranteed 5:1 return on investment, ensuring clients see significant financial benefits. The goal is to transform slow, manual processes into quick, informed decisions, ultimately improving the efficiency of healthcare delivery.

Company Stage

Series B

Total Funding

$54.5M

Headquarters

New York City, New York

Founded

2020

Growth & Insights
Headcount

6 month growth

83%

1 year growth

266%

2 year growth

1157%
Simplify Jobs

Simplify's Take

What believers are saying

  • SmarterDx raised $50M in Series B funding to accelerate product innovation.
  • The launch of SmarterDenials helps hospitals combat rising payer denials effectively.
  • Recognition as one of Modern Healthcare's Best in Business boosts SmarterDx's credibility.

What critics are saying

  • Healthcare IT deal activity was relatively flat in Q1 2024, indicating market challenges.
  • AI-driven startups face competition in solving administrative challenges in healthcare.
  • Economic conditions post-COVID make it harder to excite investors in digital health.

What makes SmarterDx unique

  • SmarterDx uses counterfactual modeling to identify missed CDI and coding opportunities.
  • The platform transforms manual searches into rapid, informed decisions for healthcare providers.
  • SmarterDx offers a risk-free business model with a guaranteed 5:1 ROI for clients.

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