Machinify

Machinify

Data Scientist

Remote - US

Sponsorship not specified$180k-$230kDetected 108 days ago
PythonSQLMachine LearningData EngineeringData Science

About the role

  • Machinify is a leading healthcare intelligence company with expertise across the payment continuum, delivering unmatched value, transparency, and efficiency to health plan clients across the country.
  • Large insurance payers receive tens of millions of claims each year, of which they only are able to audit less than 10%.
  • Our claim selection models help with selecting the right set of claims to audit and recover hundreds of millions of dollars each year reducing wasted medical spend.

Responsibilities

  • Master Claim Audits: Dive into various 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 that target claims for audit with even greater precision.
  • Optimize Impact: Measure model performance rigorously, translating outcomes into operational insights and recommendations for our clients.
  • Drive Team Success: Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency.
  • Curate labeled data, hypothesize new features, and develop ML models that target claims for audit with even greater precision.

Requirements

  • You enjoy solving real-world business problems involving data-driven optimization and ML modeling - and have been doing that successfully for a while.
  • You are comfortable measuring and optimizing the direct business impact of work.
  • You are experienced with SQL, handling large-scale data, and are comfortable with at least one programming language (Python, R, etc.).
  • We participate in E-Verify as required by applicable law.
  • You have experience building ML models using modern ML approaches like Neural Nets or Tree-ensembles from scratch for new applications - making decisions relating to which supervised labels to use, the metric to optimize for, and the features likely to be useful
  • What We Offer
  • Work from anywhere in the US! Machinify is digital-first.
  • Top Medical/Dental/Vision offerings
  • Tuition reimbursement
  • Competitive salary, 401(k) with company match
  • Unlimited PTO
  • Additional health and wellness benefits and perks
  • Flexible and trusting environment where you'll feel empowered to do your best work
  • The salary for this position is based on an array of factors unique to each candidate: Such as years and depth of experience, set skills, certifications, etc. We are hiring for different levels and the base salary can range from $180k-$230k+ based on your assessed level. Compensation also includes meaningful equity, healthcare, unlimited PTO, and more.

Compensation

  • In accordance with applicable state laws, we do not inquire about salary history during the recruitment process.
  • Competitive salary, 401(k) with company match
  • The salary for this position is based on an array of factors unique to each candidate: Such as years and depth of experience, set skills, certifications, etc.
  • We are hiring for different levels and the base salary can range from $180k-$230k+ based on your assessed level.

Benefits

  • Compensation also includes meaningful equity, healthcare, unlimited PTO, and more.

Equal opportunity

  • We are proud to be an equal opportunity workplace.
  • If you require a reasonable accommodation to complete any part of the application or recruitment process, please let our recruiters know.

Visa & Work Authorization

  • al employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status

This listing is sourced directly from Machinify's careers page and normalized into a canonical job model.