Full-Time

Staff Data Scientist

Posted on 6/5/2025

SmarterDx

SmarterDx

201-500 employees

Analyzes medical data to support diagnoses

Compensation Overview

$220k - $250k/yr

Remote in USA

Remote

Category
Data & Analytics (1)
Required Skills
Scikit-learn
MLOps
Microsoft Azure
Python
Pytorch
AWS
Natural Language Technologies
Data Analysis
Google Cloud Platform
Requirements
  • 8+ years of experience in data science, machine learning, or a related field, preferably in a product-driven environment.
  • Strong proficiency in Python and experience with machine learning frameworks such as PyTorch, or scikit-learn.
  • Experience deploying machine learning models into production and optimizing model performance based on real-world feedback.
  • Familiarity with cloud platforms (AWS, GCP, or Azure) and MLOps best practices.
  • Demonstrated subject matter expertise in NLP and healthcare data: Experience in healthcare or revenue cycle management; Experience working with structured and text data, including feature engineering and data preprocessing; Deep understanding of statistical modeling, optimization techniques, and data analysis.
  • A track record of driving real-world business impact: Prior leadership of significant cross-team initiatives with successful outcomes; Ability to effectively communicate results to stakeholders and guide alignment as projects progress; Strong collaboration skills and the ability to work across cross-functional teams including Engineering, Product, and Analytics; A problem-solving mindset with the ability to balance technical rigor with practical business impact.
Responsibilities
  • Lead the development and refinement of modeling approaches in collaboration with the Machine Learning Research team while ensuring alignment with product strategy.
  • Help drive rapid experimentation cycles, guiding teams on prioritization and identifying high-impact modeling opportunities.
  • Contribute to shared modeling infrastructure, building tools and utilities that accelerate experimentation and standardize workflows across teams.
  • Partner with Engineering, Analytics, and Product teams to integrate machine learning models into product workflows, ensuring they drive measurable business KPIs.
  • Identify new product opportunities for ML, adapting existing approaches or developing novel techniques to deliver impact in new areas.
  • Proactively identify product needs and communicate them effectively across the Data Science and Machine Learning Research Science teams.
  • Mentor other Data Scientists on the team, providing technical guidance and fostering skill development.
Desired Qualifications
  • Experience leading a technical team as a manager or technical lead.
  • Previous experience working in a startup or high-growth environment.
  • Knowledge of explainable AI techniques and model interpretability best practices.
  • Experience developing products leveraging Large Language Models (LLMs).

SmarterDx analyzes medical data from patient charts to support faster, data-driven clinical decisions. It uses counterfactual modeling to identify missed Clinical Documentation Improvement (CDI) and coding opportunities, helping providers improve patient care and increase revenue. The platform processes diverse data points such as notes, lab results, medications, orders, vitals, and ICD-10 codes, turning slow, manual searches into rapid, informed decisions. Unlike traditional approaches, SmarterDx emphasizes surfacing missed opportunities in documentation and coding, and offers a risk-free business model with a guaranteed 5:1 return on investment, aiming to streamline workflows, enhance patient care, and boost revenue for healthcare providers.

Company Size

201-500

Company Stage

Series B

Total Funding

$56M

Headquarters

New York City, New York

Founded

2020

Simplify Jobs

Simplify's Take

What believers are saying

  • New Mountain Capital acquired SmarterDx in 2025, forming Smarter Technologies for RCM expansion.
  • Partners with 60 health systems across 250+ hospitals, up from 40 systems with 180 sites.
  • Delivers $2.5M net new revenue per 10,000 discharges, totaling hundreds of millions since 2020 launch.

What critics are saying

  • CMS and OIG audits target AI upcoding, classifying SmarterDx recommendations as overbilling within 12-24 months.
  • UnitedHealth, Anthem, and Aetna deploy counter-AI to reject claims, eroding ROI in 6-18 months.
  • Epic and Cerner embed native CDI AI, causing hospitals to abandon SmarterDx in 18-36 months.

What makes SmarterDx unique

  • SmarterDx uses counterfactual modeling to identify missed CDI opportunities across 30,000 data points per chart.
  • Proprietary AI in SmarterPrebill reviews 100% of charts, outperforming human CDI teams by finding inaccuracies in 80%.
  • SmarterDenials AI automates appeals against payer denials, launched November 2024.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Free One Medical membership

Parental Leave

Remote Work Options

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

1%

2 year growth

6%
PYMNTS
May 25th, 2025
Can Ai-Powered Smart Glasses Help Spot Medication Errors?

Every day, someone dies from getting the wrong medication or improper dosages of the right one. Now, researchers at the University of Washington (UW) are working on ways to solve this problem in part by using artificial intelligence (AI), NBC News reported Sunday (May 25). Dr. Kelly Michaelsen, an assistant professor of anesthesiology and pain medicine, told the network she had read studies at the prevalence of medication errors among anesthesiologists and began to wonder if AI could help spot errors

PR Newswire
May 13th, 2025
Smarterdx Named "Best Overall Healthcare Operations Solution" In 9Th Annual Medtech Breakthrough Awards Program

Prestigious international annual awards program recognizes standout digital health and medical technology products and companies.NEW YORK, May 8, 2025 /PRNewswire/ -- SmarterDx, the leader in clinical AI for revenue integrity and care quality, announced today that it has been selected as winner of the "Best Overall Healthcare Operations Solution" award in the 9th annual MedTech Breakthrough Awards program conducted by MedTech Breakthrough, an independent market intelligence organization that recognizes the top companies, technologies, and products in the global digital health and medical technology market

JD Supra
Apr 30th, 2025
New Mountain Invests in SmarterDx AI

New Mountain Capital has made a strategic investment in SmarterDx, a New York-based company specializing in clinical AI for revenue integrity and care quality. New Mountain, also based in New York, is a growth-focused investment firm managing approximately $55 billion in assets. The terms of the investment were not disclosed.

FinSMEs
Apr 15th, 2025
SmarterDx Gains Investment from New Mountain

SmarterDx, a NYC-based clinical AI company, received an undisclosed investment from New Mountain Capital. The funds will support growth and product innovation. Founded in 2020, SmarterDx provides a platform to help hospitals analyze discharges and improve revenue integrity. Its solutions, SmarterPrebill™ and SmarterDenials™, assist in recovering revenue and improving care quality. Over 40 health systems with 180 hospital sites use its platform.

Health Technology Insights
Apr 14th, 2025
SmarterDx Begins Growth Phase with New Mountain Capital

SmarterDx, Inc., a leader in clinical AI for revenue integrity and care quality, announced a strategic investment from New Mountain Capital, LLC, a leading growth-oriented investment firm with more than $55 billion in assets under management.

INACTIVE