Senior Staff Generative AI Scientist

🔥 0 minutes ago

🇺🇸 United States – Remote

💵 $194k - $220k / year

⏰ Full Time

🟠 Senior

🧠 AI Research Scientist

🦅 H1B Visa Sponsor

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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

• Apply generative AI and machine learning to identify payment integrity issues, reduce healthcare process costs, and improve healthcare outcomes • Assess the potential value and risks of business problems with Research and Development, Operations, and product management stakeholders • Develop exploratory data analysis approaches to verify hypotheses for AI/ML use cases • Document approaches, thinking, and results using standard methods for collaboration • Prepare final trained models and develop validation test sets for QA • Work with production operations to deploy models and support performance monitoring • Collaborate with other data science teams and peers on projects • Participate in knowledge-sharing sessions • Participate in design sessions to develop and improve Cotiviti’s machine learning platform • Deliver end-to-end value-based solutions, including data pipelines, model creation, and applications for end-user consumption • Complete annual performance review/goal-setting responsibilities and assigned special projects • Work with healthcare professionals, analysts, clinicians, coding specialists, auditors, and innovators to deliver business value

🎯 Requirements

• PhD or Graduate degree in a quantitative discipline such as Computer Science/Engineering, Statistics, or Operations Research, covering Advanced Statistics, Machine Learning, and AI • Experience with natural language processing techniques, including transformers, fine-tuning LLMs, measuring/benchmarking and deploying LLMs • Experience with HuggingFace, Langchain, LLAMA/Mistral, OpenAI, and vector databases • 9+ years of hands-on data science/AI experience • Experience with pandas, scikit-learn, Keras, NLTK, TensorFlow/PyTorch, and GPU • Experience building production-grade machine learning deployments on AWS, Azure, or GCP • Experience with Apache Spark and large-scale distributed datasets • Publication record in journals/conferences and/or history of innovation is good to have • Experience communicating technical concepts to non-technical and technical audiences is a plus • Ability to work independently and collaboratively with a sense of urgency • Ability to properly handle confidential information • Value-driven approach focused on business impact • 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 high-speed internet access/connectivity and office setup and maintenance • Must be able to provide a dedicated, secure work area • Must be able to perform duties with or without reasonable accommodation

🏖️ Benefits

• Discretionary bonus consideration • Medical insurance coverage • Dental insurance coverage • Vision insurance coverage • Disability insurance coverage • 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 • Remote work arrangement • Virtual interviews • High-speed internet access/connectivity and office setup and maintenance provided by the team member (work requirement, not an employer-provided benefit)