Cotiviti · 3 hours ago
Data Scientist III
United States
Full-time
Remote
Mid, Senior Level
4+ years expCotiviti is a company focused on healthcare solutions, and they are seeking a Data Scientist III - Team Lead. The role involves building machine learning solutions to improve healthcare processes, leading a team of data scientists, and collaborating with various stakeholders to develop and deploy models.
Information Technology & Services
Responsibilities
Build and deliver machine learning solutions that help our clients identify payment integrity issues, reduce the cost of healthcare processes, and improve the quality of healthcare outcomes
Lead small teams of data scientists to develop solutions
Mentor data scientists and manage the work effort to make the team successful
Follow processes and practices that allow models to be incorporated into our machine learning platform for production execution and monitoring
Work with data scientists, data science management, business operations, and product management to assess the potential value and risks associated with business problems that have the potential to be solved using Artificial Intelligence/Machine Learning (AI/ML) techniques
Develop an exploratory data analysis approach to verify the initial hypothesis associated with potential AI/ML use cases
Develop in-depth EDA to create models that meet or exceed the thresholds required to deliver on the use case
Develop requirements for features required in the final models and interact with the feature library team to get the features built into the library
Document approach, thinking, and results in standard approaches to allow other data scientists to collaborate
Prepare the final trained models using features within the feature library and develop a validation test set for QA
Work with production operations to deploy the models into production and support them in monitoring model performance
Participate in other data science teams collaborating with peers to support their projects
Participate in knowledge sharing sessions to bring new insights and technologies to the team
Participate in design sessions to continuously develop and improve the Cotiviti machine learning platform
Provide feedback on data scientist performance and development opportunities, help guide data scientists in the training, review their work, and report progress of initiatives to management
Qualification
Required
Master's degree or foreign equivalent degree in Computer Science or related field
4 years of experience developing machine learning models from novel datasets created in an exploratory data analysis environment
4 years of experience with developing production ready versions of the models that are deployed within operational environments
4 years of experience with tracking model impact post deployment and versioning models appropriately
4 years of experience working in Big Data environments, specifically Hadoop
4 years of experience with advanced analytics and applied machine learning solutions
4 years of experience writing SQL queries to efficiently extract data from SQL Server/Oracle and Hive/Impala
4 years of experience using Scala and Python
4 years of experience using Spark framework
4 years of experience using machine learning frameworks, including Scikit-learn
4 years of experience with machine learning tools, including DataRobot
4 years of experience with cloud AI platforms
4 years of experience with DevOps lifecycle tools, including BitBucket and Jira
4 years of experience with natural language processing (NLP) techniques
4 years of experience with deep learning techniques
4 years of experience with mathematical and statistical models, including Random Forest, Gradient Boosting, and Support Vector Machines
Experience within the U.S. healthcare industry
Benefits
Medical, dental, vision, disability, and life insurance coverage
401(k) savings plans
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 with Cotiviti.
Company
Cotiviti
Cotiviti enables healthcare organizations to deliver better care at lower cost through advanced technology and data analytics that improve the quality and sustainability of healthcare in the United States.
5001-10000 employees
H1B Sponsorship
Cotiviti has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (165)
2024 (118)
2023 (90)
2022 (102)
2021 (72)
2020 (67)
Funding
Current Stage
Late StageLeadership Team
Adam Gilbert
Director, Interoperability Operations and Partnerships
Chris McIntyre
Sr. Program Manager, RQNC Operations
Recent News
2024-04-07
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