Data Scientist I – AI/ML

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🔥 0 minutes ago

🇺🇸 United States – Remote

💵 $100k - $121k / year

⏰ Full Time

🟢 Junior

📊 Data Scientist

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Cotiviti

WebsiteLinkedInAll Job Openings

5001 - 10000 employees

🏥 Healthcare

💼 Consulting

📦 Logistics

Healthcare • Consulting • Logistics

Cotiviti is a healthcare technology and analytics company that specializes in improving payment accuracy and performance through advanced data analytics solutions. They partner with health plans, government agencies, and healthcare providers to deliver insights that enhance quality and efficiency in care delivery. With solutions such as risk adjustment, payment policy management, and member engagement, Cotiviti aims to optimize financial and clinical outcomes for the healthcare ecosystem.

📋 Description

• Build value-oriented, production-level machine learning solutions for healthcare technology • Deliver solutions helping clients identify payment integrity issues, reduce healthcare process costs, and improve healthcare quality and outcomes • Create actionable and pragmatic data science models with minimal supervision • Understand business needs and identify potential use cases across more than one business unit • Work with external partners to develop minimal viable products and resolve issues • Collaborate with data scientists, business partners, project managers, cross-functional teams, stakeholders, R&D, Operations, and product management • Stay current with developments in machine learning and the healthcare industry • Assess the potential value and risks of business problems addressable with machine learning and AI • Develop exploratory data analysis approaches to verify hypotheses for AI/ML use cases • Document approaches, thinking, and results using standard methods • Prepare trained models and validation test sets for QA • Work with production operations to deploy models and support performance monitoring • Support other data science teams and participate in knowledge-sharing sessions • Participate in design sessions to improve the Cotiviti machine learning platform • Provide end-to-end value-based solutions including data pipelines, model creation, and end-user applications • Complete performance-review responsibilities, special projects, and assigned duties

🎯 Requirements

• MS or PhD degree in a relevant discipline (Math, Statistics, Computer Science, Engineering or Health Sciences), or commensurate professional work experience • 1-3 years experience building and deploying Machine learning models • 1-3 years experience working in Big Data environments • Experience developing machine learning models in an exploratory data analytics environment and working with others to develop production-ready versions • Experience using machine learning tools including Python, TensorFlow, Keraes, pandas, numpy, scikit-learn, spark, scala, hive, and impala • Ability to write SQL queries to efficiently extract data from relational databases • Must have implemented machine learning solutions within production environments at scale • Ability to manage and analyze data in a Big Data environment using Scala/Spark, Python, and cloud-based ML/AI capabilities • Ability to apply statistical methodology to solve business problems and interpret results • Understanding of health insurance, managed care, industry coding/policy standards, claim adjudication, and fraud, waste and abuse • Ability to understand, generate and evaluate healthcare utilization, unit cost and medical cost trends • Ability to work with, understand and create object-oriented/functional programming solutions using modern application frameworks • Ability to work independently and collaborate as a team • Flexibility to work with global teams and geographically dispersed US-based teams • Ability to properly handle confidential information • Ability to handle multiple tasks, prioritize and meet deadlines • Ability to work within a matrixed organization • Proficiency in all required skills and competencies • Must be able to provide a dedicated, secure work area • Must be able to provide high-speed internet access/connectivity and office setup and maintenance • Must be able to perform duties with or without reasonable accommodation

🏖️ Benefits

• Medical insurance • Dental insurance • Vision insurance • Disability insurance • Life insurance coverage • 401(k) savings plan • Paid family leave • 9 paid holidays per year • 17-27 days of Paid Time Off (PTO) per year, depending on specific level and length of service • Virtual interviews for the remote role