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Generative AI Scientist – Model Risk & Validation
CotivitiGenerative AI Scientist focusing on model risk and validation within Cotiviti's healthcare solutions team. A data-driven role to improve healthcare cost and quality through AI.
Tech Stack
Tools & technologiesApacheAWSAzureGoogle Cloud PlatformKerasPandasPyTorchScikit-LearnSparkTensorflow
About the role
Key responsibilities & impact- delivering solutions that help clients identify payment integrity issues, reduce healthcare costs, or improve quality of outcomes.
- conducting independent model validation of existing models for benchmarking, assessment, and gauging effectiveness.
- determining aspects of model drift and related data drift for the purpose of model risk management (MRM) to reduce risk and drive revenue growth.
- applying deep expertise with AI/ML/GenAI model development, including hands-on with model building and evaluation.
- driving improvements in model monitoring activities including methods for model registration, model metadata management, and conceptualizing related tools and techniques.
Requirements
What you’ll need- Graduate Degree in a quantitative discipline such as Computer Science/Engineering, Statistics, Operations Research covering Advanced Statistics, Machine learning and AI.
- 1+ years of hands-on data science/AI experience, using typical machine learning and data science tools including pandas, scikit-learn, keras, nltk, and TensorFlow/PyTorch, GPU.
- Experience building production-grade machine learning deployments on AWS, Azure, or GCP.
- Experience working with Apache Spark™ and large-scale distributed datasets.
- Experience communicating technical concepts to non-technical and technical audiences is a plus.
- Passion for collaboration, learn it all mindset and driving value with AI.
Benefits
Comp & perks- 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
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
model validationbenchmarkingmodel risk managementAIMLGenAImachine learningadvanced statisticsdata sciencemodel monitoring
Soft Skills
communicationcollaborationlearn it all mindsetdriving value
Certifications
Graduate Degree