Staff Data Scientist | NLP

Machinify
United States
Workplace: RemoteFull timeUSD 180,000 - 230,000 annuallyFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Data privacy","Communication","Leadership","Problem-solving","Team management"]

Lead the end-to-end development and deployment of classical ML and GenAI systems to surface and validate billing error, audit, and fraud concepts in healthcare payments. Partner with SMEs and cross-functional teams to deliver production-grade capabilities with measurable customer and financial impact, scale the platform, and drive resale/IP readiness.

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FursaFursa
Machinify
Machinify
6 months ago

Staff Data Scientist | NLP

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

Job Summary

Lead the end-to-end development and deployment of classical ML and GenAI systems to surface and validate billing error, audit, and fraud concepts in healthcare payments. Partner with SMEs and cross-functional teams to deliver production-grade capabilities with measurable customer and financial impact, scale the platform, and drive resale/IP readiness.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Build and ship classical ML and GenAI pipelines that surface, rank, and explain candidate billing error, audit, and fraud concepts across large-scale healthcare claims data
  • •Advance state-of-the-art research in anomaly detection, information retrieval, and weak supervision, turning research into robust production systems
  • •Accelerate concept generation and concept validation with SMEs by designing human-in-the-loop workflows that enable high-throughput review with strong precision, recall, and traceability
  • •Own end-to-end delivery from problem framing and data strategy to model development, evaluation, deployment, and monitoring, with a focus on reliability and customer outcomes
  • •Partner cross-functionally with Product, Data Engineering, Operations, SMEs, and business leaders to prioritize work, unblock execution, and unlock material financial value

Pay and Benefits

Salary: USD 180,000 - 230,000 annually
Equity and Bonus:Equity
Perks:MedicalDentalVision401kEquityPaid Leave

Key Requirements

  • •Degree in Computer Science, Engineering, or a related field
  • •5+ years of professional data science experience
  • •Proven track record of managing data teams and delivering complex, high-impact products from concept to deployment
  • •Strong knowledge of data privacy regulations and best practices in data security
  • •Exceptional team management abilities, with experience in building and leading high-performing teams
Experience:5+ yearsHealthcareHealthcare paymentsData science
Education:Bachelor's
Skills:Data privacyCommunicationLeadershipProblem-solvingTeam management
Languages:English
Tech Stack:GenAIMachine learningAnomaly detectionInformation retrievalWeak supervisionData privacy

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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