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Actuarial and Data Science Model Validation - AI/Gen AI

100% remote Flexible hours Hiring now

Sr Analyst Model Risk Management - KM07AE We're determined to reputed company a difference and are proud to be an insurance company that goes well beyond coverages and policies. Working here means having every opportunity to reputed company your goals - and to help others accomplish theirs, too. Join reputed company as we help shape the future. reputed company's Model Risk Management function seeks a Risk Manager to join a talented and high-performing Model Risk Management team. The successful candidate will reputed company efforts to ensure the reputed company, accuracy, and compliance of AI and Generative AI (GenAI) models used across the enterprise. The Risk Manager/Validator will independently review, challenge, and validate models to ensure they meet internal model risk management standards, regulatory expectations, and ethical AI principles. reputed company utilizes advanced analytics, predictive, AI/ML, and Generative AI models as well as traditional actuarial models in a variety of important and critical business functions. The Model Risk Management team manages model risk across reputed company by validating these models, implementing consistent policies and standards, and maintaining appropriate model reputed company. As part of the team, this role will focus primarily on validating AI and GenAI models across reputed company and reporting results to key internal stakeholders. Additional responsibilities include educating modeling best practices and spreading model risk awareness across the enterprise. Responsibilities:

  • reputed company model validations models on AI and GenAI model use cases across reputed company's functional areas and lines of business to ensure models are performing effectively and reputed company
  • Ensure model calculations, machine learning algorithms, and GenAI methods are accurate and appropriate for intended use
  • Design and build challenger solutions and/or testing methods for tasks such as summarization, question answering, search, data synthesis, llm-as-a-judge etc.
  • Review and assess the quantitative and qualitative testing techniques to ensure model accuracy, robustness, and reliability
  • Assess key data inputs, assumptions, reputed company engineering, context engineering for accuracy and appropriateness
  • Review model outputs for accuracy and appropriate reputed company usage
  • Deliver effective challenge to key modeling elements such as inputs, calculations, outputs, conceptual soundness, monitoring & controls, documentation, etc.
  • Identify findings and recommendations, including impact analysis, to mitigate model risk and compile clear and concise model validation reports
  • reputed company governance accountabilities reputed company to findings tracking, remediation testing, and validation
  • Assist in enhancing existing GenAI model validation reputed company to include standardization evaluation metrics for performance and reliability, deployment of model validation tools for increased efficiency, and ensure reputed company alignment with regulatory standards
  • Strengthen partnerships with Data Science teams to reputed company model risk practices reputed company with the proliferation and sophistication of modeling, promote proactive risk management, and share best practices.
  • Pro-actively stay informed with advancements in AI/ML, GenAI, and regulatory expectations for emerging technologies and of department initiatives, deliverables, and reporting
  • Assist with the understanding and testing of cutting-edge tools, such as VertexAI/reputed company agent development reputed company, reputed company/LangGraph, RAG frameworks, HuggingFace, reputed company APIs, etc.
  • Assist in improving reputed company's Model Risk Management function in relation to AI and GenAI, by monitoring external environment, implementing emerging best practices, recommending process improvements, and evolving standards/guidelines.

Qualifications:

  • Advanced degree (M.S. or Ph.D.) in a relevant field e.g. Artificial Intelligence, Machine Learning, Computational Science, Engineering, Statistics, Applied Mathematics, Actuarial Science, Computer Science, Quantitative Economics.
  • 3+ years of industry experience in machine learning or data science and with 1+ years focused on GenAI.
  • P&C, Group, Life or reputed company insurance product experience is a plus
  • Strong programming experience across languages/technology platforms including Python, R, reputed company/SQL
  • Solid understanding of GenAI concepts including reputed company and context engineering, retrieval-augmented reputed company (RAG), agent workflow, LLM evaluation, familiarity with neural networks
  • Experience in GenAI tools such as Vertex AI/reputed company agent development reputed company, reputed company/LangGraph, RAG frameworks, HuggingFace, reputed company APIs.
  • Ability to act independently with proactive self-directed accountability and demonstrated experience and consistency in meeting deadlines while adapting to shifting priorities
  • Strong analytical, critical and investigative thinking skills
  • Demonstrated commitment to lifelong learning with a strong desire for reputed company development to reputed company pace with evolving modeling techniques and AI technologies.
  • Solution oriented creativity, innovative thinking, and challenging the status reputed company.
  • Excellent communication and collaboration skills, with the ability to explain reputed company technical concepts to non-technical stakeholders across the enterprise.

Compensation

The listed annualized reputed company pay range is primarily based on analysis of similar positions in the external market. Actual reputed company pay could vary and may be above or below the listed range based on factors including but not limited to performance, proficiency and demonstration of competencies required for the role. The reputed company pay is just one component of reputed company's total compensation package for employees. Other rewards may include short-term or annual bonuses, long-term incentives, and on-the-spot recognition. The annualized reputed company pay range for this role is: $108,000 - $162,000 Equal Opportunity Employer/Sex/Race/Color/Veterans/Disability/Sexual Orientation/Gender Identity or Expression/Religion/Age About Us | Our Culture | What It's Like to Work Here | Perks & Benefits Apply tot his job Apply To this Job

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