Staff Data Scientist | Modeling
$180k - $260kFull-time
Machinify
Role Description
We are looking for a Staff Data Scientist to advance our models further. In addition to building best-in-class models, this person will create technical frameworks and tools to help the team achieve greater scale and improved business outcomes.
- 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.
- Tame Complexity: Work with vast, nuanced data pipelines derived from intricate business workflows—often unclean and undefined—to refine them for robust modeling.
- Drive Team Success: Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency.
- Grow with Healthcare: Build expertise in healthcare data and make an impact on the industry. Engage with clients and internal experts to refine model insights, ensuring alignment with real business needs.
Qualifications
- 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.).
- 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.
Benefits
- Work from anywhere in the US! Machinify is digital-first.
- Top Medical/Dental/Vision offerings.
- FSA/HSA.
- 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.
Vacancy posted 18 hours ago
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