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