SmarterDx

SmarterDx

SmarterDx ensures revenue integrity by leveraging A.I. algorithms to uncover missed opportunities in clinical data, optimizing tasks for accurate ICD 10 coding and guaranteeing a 5:1 ROI.

Professional Services
11-50
Founded 2019

Description

  • Develop and refine modeling approaches in collaboration with the Machine Learning Research team.
  • Run rapid experimentation cycles, document learnings, and identify promising directions for further model development.
  • Support deployment by creating standardized model endpoints and interfaces for product workflows.
  • Build tools, utilities, and shared modeling infrastructure that accelerate experimentation and standardize workflows.
  • Collaborate with Engineering, Analytics, and Product teams to integrate models into product workflows and measurable business KPIs.
  • Adapt and enhance existing modeling approaches for new product areas.
  • Identify product needs and communicate them across Data Science and Machine Learning Research teams.
  • Optimize deployed model performance and refine business logic and decision frameworks to maximize impact.

Requirements

  • 3+ years of experience in data science, machine learning, or a related field, preferably in a product-driven environment.
  • Strong proficiency in Python and hands-on experience with deep learning frameworks such as PyTorch or TensorFlow.
  • Deep understanding of statistical modeling, optimization techniques, and data analysis.
  • Experience working with structured and text data, including feature engineering and data preprocessing.
  • Ability to translate business objectives into data science problems and communicate results effectively to stakeholders.
  • Experience deploying machine learning models into production and optimizing performance based on real-world feedback.
  • Strong collaboration skills and ability to work across Engineering, Product, and Analytics teams.
  • Familiarity with cloud platforms such as AWS, GCP, or Azure and MLOps best practices.
  • Experience in healthcare or revenue cycle management (preferred).
  • Familiarity with large-scale data warehouses such as Snowflake (preferred).
  • Experience building internal tools or infrastructure for machine learning experimentation and deployment (preferred).
  • Experience in a startup or high-growth environment (preferred).
  • Knowledge of explainable AI techniques and model interpretability best practices (preferred).
  • Experience developing products leveraging Large Language Models (LLMs) (preferred).

Benefits

  • Medical, dental, and vision coverage with leading insurance providers, covering 75% of premiums depending on the plan.
  • Paid parental leave of up to 12 weeks for birth or adoption.
  • Remote-first work environment with the ability to work from anywhere in the U.S.
  • Unlimited PTO plus 10 company holidays.
  • 401(k) with traditional and Roth options through Fidelity, including a 4% match.
  • Minimal bureaucracy in a fast-moving, high-impact environment.
  • Supportive, mission-driven teammates.

Interested in this position?

Apply directly on the company website

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