Data Scientist – Modeling
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Data Scientist developing advanced machine learning models at Machinify to enhance claims auditing accuracy and improve business outcomes in healthcare. Seeking expertise in data-driven optimization and ML modeling.
Responsibilities:
- Dive into various clinical and coding audits, unpacking the data that drives audit decisions, and understanding past outcomes.
- Curate labeled data, hypothesize new features, and develop ML models that target claims for audit with even greater precision.
- Measure model performance rigorously, translating outcomes into operational insights and recommendations for our clients.
- Work with vast, nuanced data pipelines derived from intricate business workflows—often unclean and undefined—to refine them for robust modeling.
- Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency.
- 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.
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.).
- 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
Similar Jobs
Data Scientist – Enterprise Risk Management, AI Governance
Data Scientist developing and maintaining AI-driven solutions within Allstate’s Enterprise Risk Management. Collaborating with teams on data-driven AI governance and risk management initiatives.
Lead Data Scientist – Merchandising & Pricing
Lead Data Scientist focusing on AI and Machine Learning for merchandising and pricing at DICK'S Sporting Goods. Collaborating with teams to implement data-driven decision-making tools and optimize retail strategies.
Data Scientist
Data Scientist responsible for analytics and machine learning model development in healthcare SaaS at Provation. Collaborating with teams to improve healthcare outcomes and operational efficiency.
Senior Data Scientist
Senior Data Scientist at Apogee Global RMS designing and deploying machine learning solutions. Collaborating with teams to support product innovation and strategic decision-making.
Senior Data Scientist
Senior Data Scientist at Sundays for Dogs informing scalable data solutions and analytics for dog food business. Blending data science, analytics, and platform-building in a remote role.
Staff Data Scientist – Product Analytics
Staff Data Scientist leading product analytics at Salla, the largest e-commerce enabler in Saudi Arabia. Responsible for event tracking, A/B testing, and collaboration with product teams.
Staff Data Scientist – Business Analytics
Staff Data Scientist focused on business analytics for an e-commerce platform. Leading strategic analytics and causal measurement to optimize growth initiatives and improve decision-making.
Data Scientist – Platform Integrity
Data Scientist focused on risk and user experience at a sports-focused games platform. Collaborating with product and engineering to optimize user interactions and data-driven decisions.
Data Scientist II – Global Watchlist
Data Scientist II at Socure bridging Watchlist R&D and Customer Applications teams. Accelerating model deployment through automated frameworks and monitoring systems for identity verification.
Data Scientist
Data Scientist leading projects in the Data Science team of a workforce on-demand company. Collaborating with various teams to implement data models and algorithms.
Principal Data Scientist
Lead design and development of machine learning models to enhance claims management at Sedgwick. Collaborate with teams for integrating analytics within enterprise systems while mentoring junior staff.
Lead Clinical Data Manager
Lead Clinical Data Manager overseeing end-to-end data management for global clinical trials at IQVIA. Ensuring quality and compliance while mentoring teams and managing client deliverables.
Data Scientist Specialist – Lending
Specialist Data Scientist leading development of credit models and decision strategies at RecargaPay. Focused on risk management and machine learning solutions in a fully remote setup.
Data Scientist
Data Scientist at PortPro optimizing supply chains with machine learning and data insights. Collaborating with global teams to influence SaaS product direction.
Data Scientist, SSR
Data Scientist Semi Senior designing and implementing robust AI models on cloud platforms. Collaborating with product teams and evaluating machine learning models for real-use cases.
Staff/Senior Applied Data Scientist – Research
Staff/Senior Applied Data Scientist collaborating on GTM insights and analytics at HG Insights. Designing statistical models and validating data logic for their Contextual Intelligence initiative.
Staff Data Scientist I – Applied Research
Staff Data Scientist leading cross-functional initiatives for a data technology company. Providing architectural guidance and anticipating future challenges to drive strategic outcomes.
Data Science Program Manager
Data Science Program Manager overseeing multi-regional data science and engineering workflows across LATAM and other regions. Driving delivery and resolving cross-team blockers while managing stakeholder communication.
Senior Clinical Data Manager
Managing data management operations for clinical projects at Catalyst Clinical Research. Leading technical expertise and ensuring project execution meets sponsor satisfaction.
Senior Data Science Engineer, AI
Senior Data Science Engineer developing data solutions for healthcare financial transparency. Collaborating with interdisciplinary teams to build scalable data systems.