Thehartford

Thehartford

Actuarial and Data Science Model Validation

Hartford, CT

Sponsorship not specified$108k-$162kDetected 27 days ago
PythonAlgorithmsSQLMachine LearningData ScienceLLMsRAGLangGraphStatisticsSASCommunicationCollaborationActuarial Science

About the role

  • Working here means having every opportunity to achieve your goals - and to help others accomplish theirs, too.
  • Join our team as we help shape the future.
  • Actuarial and Data Science Model Validation The Hartford's Model Risk Management function seeks a Risk Manager to join a talented and high-performing Model Risk Management team.

Responsibilities

  • Perform model validations models on AI and GenAI model use cases across The Hartford's functional areas and lines of business to ensure models are performing effectively and efficiently
  • Design and build challenger solutions and/or testing methods for tasks such as summarization, question answering, search, data synthesis, llm-as-a-judge etc.
  • Deliver effective challenge to key modeling elements such as inputs, calculations, outputs, conceptual soundness, monitoring & controls, documentation, etc.
  • Perform governance accountabilities related to findings tracking, remediation testing, and validation

Requirements

  • Strong programming experience across languages/technology platforms including Python, R, SAS/SQL
  • Experience in GenAI tools such as Vertex AI/Google agent development kit, LangChain/LangGraph, RAG frameworks, HuggingFace, OpenAI APIs.
  • Ability to act independently with proactive self-directed accountability and demonstrated experience and consistency in meeting deadlines while adapting to shifting priorities
  • Excellent communication and collaboration skills, with the ability to explain complex technical concepts to non-technical stakeholders across the enterprise.
  • Actual base 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.
  • 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.
  • Solid understanding of GenAI concepts including prompt and context engineering, retrieval-augmented generation (RAG), agent workflow, LLM evaluation, familiarity with neural networks
  • Strong analytical, critical and investigative thinking skills
  • Demonstrated commitment to lifelong learning with a strong desire for continuous development to keep pace with evolving modeling techniques and AI technologies.
  • Solution oriented creativity, innovative thinking, and challenging the status quo.

Nice to have

  • P&C, Group, Life or related insurance product experience is a plus

Compensation

  • The listed annualized base pay range is primarily based on analysis of similar positions in the external market.
  • Actual base 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 base pay is just one component of The Hartford'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 base pay range for this role is:
  • $108,000 - $162,000

Benefits

  • Ensure model calculations, machine learning algorithms, and GenAI methods are accurate and appropriate for intended use
  • About Us | Our Culture | What It's Like to Work Here | Perks & Benefits

Company info

  • Sr Analyst Model Risk Management - KM07AE
  • Analyst Model Risk Management - KM08AE
  • We're determined to make a difference and are proud to be an insurance company that goes well beyond coverages and policies.
  • Actuarial and Data Science Model Validation
  • The Hartford's Model Risk Management function seeks a Risk Manager to join a talented and high-performing Model Risk Management team.
  • The successful candidate will lead efforts to ensure the integrity, 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.
  • The Hartford 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 The Hartford by validating these models, implementing consistent policies and standards, and maintaining appropriate model oversight.
  • As part of the team, this role will focus primarily on validating AI and GenAI models across The Hartford and reporting results to key internal stakeholders.
  • Additional responsibilities include educating modeling best practices and spreading model risk awareness across the enterprise.

Equal opportunity

  • Employer/Sex/Race/Color/Veterans/Disability/Sexual Orientation/Gender Identity or Expression/Religion/Age
  • Equal Opportunity Employer/Sex/Race/Color/Veterans/Disability/Sexual Orientation/Gender Identity or Expression/Religion/Age
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