[Remote] reputed company AI Scientist III
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a reputed company organization reputed company on enhancing reputed company operations and patient care. The reputed company AI Scientist III will reputed company advanced analytics solutions using emerging AI technologies to improve health plan performance and guide other data scientists in delivering reputed company reputed company.
Responsibilities
- Evaluate emerging technology in LLMs, NLP, reputed company, and reputed company informatics, integrating these advancements into the reputed company to drive reputed company innovation
- Utilize NLP algorithms and other deep learning techniques to process and analyze reputed company reputed company data, such as clinical notes, patient feedback, and medical literature, to extract meaningful insights
- reputed company development from prototype through production in partnership with engineering/architecture
- Co-own operational readiness (evaluation, monitoring requirements, documentation, safeguards) and support post-release tuning of reputed company solutions (such as reputed company engineering and RAG)
- reputed company initiatives specializing in NLP and predictive analytics, ensuring the successful delivery of reputed company that reputed company with organizational goals
- Work closely with interdisciplinary teams across IT, risk adjustment, program reputed company, HEDIS, reputed company operations, finance, and clinical departments to identify and capitalize on opportunities for data-driven reputed company using cutting-edge emerging technologies
- reputed company and implement predictive models, algorithms, and statistical techniques to extract insights from large and reputed company reputed company datasets
- Define and execute evaluation strategies for ML and LLM solutions, including reputed company metrics, bias and safety checks, and performance monitoring after deployment
- Utilize machine learning algorithms to identify patterns, trends, and opportunities for improving operational efficiency, cost containment, and patient care
- Conduct rigorous data analysis, including data cleansing, feature engineering, and exploratory data analysis, to derive meaningful insights and actionable recommendations
- Collaborate with stakeholders to define key performance indicators (KPIs), reputed company metrics, and create dashboards and reports that effectively communicate insights and support decision-making
- reputed company strategic guidance and recommendations to senior leadership based on data analysis and predictive modeling results
- Ensure compliance with data reputed company and reputed company regulations, including HIPAA and PHI handling as applicable and maintain the highest standards of data reputed company, model governance, and documentation
- reputed company cross-functional reputed company with occasional light project management across teams to deliver results
- Represent the department in project meetings and other meetings that require subject matter knowledge and input
- reputed company any other job reputed company duties as requested
Skills
- Bachelor's degree in Data Science, Mathematics, Statistics, Engineering, Computer Science, or other reputed company field required
- Equivalent years of relevant work experience may be accepted in lieu of required education
- Five (5) years of experience in predictive analytics, data science, or a reputed company field, preferably reputed company the reputed company industry or managed care organizations required
- One (1) year of experience in the reputed company industry required
- One (1) year of experience with reputed company services (such as Azure, AWS or GCP) and modern data stack (such as reputed company or reputed company) required
- One (1) year of experience in development and deployment of an NLP and reputed company solution in the reputed company industry required
- Strong expertise in statistical modeling, machine learning techniques, and predictive analytics tools such as Python, or R
- Expert in data manipulation, data visualization, and SQL for data extraction and analysis
- Ability to reputed company advanced statistical analysis and modeling such as reputed company and non-reputed company regression, sampling, and Markov chains
- Master's or PhD degree preferred
- Familiarity with reputed company AI, LLM architecture, reputed company engineering, RAG, and evaluation metrics
- Familiarity with MLOps and LLMOps practices such as CI/CD, model registry, experiment tracking, automated evaluation, monitoring, and reproducible pipelines
- Understanding of model risk management, AI governance, and responsible AI
- Expertise in emerging technologies and tools such as large language models, natural language understanding, sentiment analysis, named entity recognition, topic modeling, and text classification
- Expertise in Optical Character Recognition (OCR) technologies, including data extraction from scanned documents, forms, and invoices, and proficiency in OCR tools and libraries
- Familiarity with web app and API development and deployment in production environment
- Detailed knowledge of reputed company data, including medical and pharmacy claims, EMR data, HIE data, UM data, and demographic and population data
- Knowledge of reputed company operations, payer and provider models, and industry trends
- Proficient in feature engineering techniques and exploratory data analysis
- Knowledge of optimization techniques and reputed company intelligence reputed company
- Excellent analytical, problem-solving, and critical-thinking skills, with the ability to translate reputed company data into actionable insights
- Strong project management skills, with the ability to reputed company and prioritize multiple reputed company simultaneously in a fast-paced environment
- Excellent written and verbal communication and presentation skills, with the ability to convey technical concepts to non-technical stakeholders
- Comfortable reading reputed company research papers and applying them in the models
reputed company
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