Data Scientist | Modeling

Machinify
United States
Workplace: RemoteFull timeFunction: Data Science & Machine LearningSkills: ["Problem-solving","Communication","Teamwork"]

Data Scientist to advance machine learning models for healthcare claim audits, building scalable data pipelines, and creating frameworks/tools to improve model performance and client impact. You will work with SQL-heavy datasets, Python/R, and modern ML approaches to extract value from complex healthcare data, collaborating with clients and internal teams to align insights with business needs.

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FursaFursa
Machinify
Machinify
5 months ago

Data Scientist | Modeling

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Source: Company careers pageValidated by: Fursa AI
Last checked: 2 hours agoStatus: Live

Job Summary

Data Scientist to advance machine learning models for healthcare claim audits, building scalable data pipelines, and creating frameworks/tools to improve model performance and client impact. You will work with SQL-heavy datasets, Python/R, and modern ML approaches to extract value from complex healthcare data, collaborating with clients and internal teams to align insights with business needs.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Master Claim Audits: Dive into clinical and coding audits, unpacking the data that drives audit decisions and understanding past outcomes.
  • •Model Advancement: Curate labeled data, hypothesize new features, and develop ML models targeting claims for audit with greater precision.
  • •Optimize Impact: Measure model performance rigorously and translate outcomes into operational insights and client recommendations.
  • •Tame Complexity: Work with vast data pipelines from intricate business workflows, often unclean, to refine them for robust modeling.
  • •Drive Team Success: Enhance data pipelines, modeling infrastructure, and team tools to improve capabilities and decision-making.

Pay and Benefits

Equity and Bonus:Equity
Perks:Health InsuranceDentalVision401kEquityPaid Leave

Key Requirements

  • •Must be experienced with SQL and handling large-scale data; proficient in at least one programming language (Python, R, etc.).
  • •Experience building ML models from scratch using modern approaches (neural nets or tree ensembles); ability to decide on supervised labels, metrics, and useful features.
  • •Ability to measure and optimize the direct business impact of work.
  • •Comfort with healthcare data and engaging with clients to refine model insights to business needs.
  • •Strong problem-solving skills and track record solving real-world data-driven optimization problems.
Experience:Healthcare
Skills:Problem-solvingCommunicationTeamwork
Languages:English
Tech Stack:SQLPythonRNeural NetsTree-ensembles

Company Brief

Machinify
Provides AI-driven predictive maintenance and asset-monitoring solutions for manufacturing and industrial operations, using IoT sensor data and machine learning to reduce downtime, optimize performance, and extend equipment life.
Industry: Industrial Automation
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