Experian
Artificial Intelligence ⢠B2B ⢠SaaS
Experian is a global leader in digital experience, technology, and transformation. They partner with recognized brands to enhance customer understanding, innovate product strategies, and implement agile technology solutions. With a focus on delivering superior customer experiences through AI, cloud architecture, and project management, Experian helps businesses streamline their operations and achieve their objectives effectively.
Senior ML Data Scientist
Job not on LinkedIn
November 6
Experian
Artificial Intelligence ⢠B2B ⢠SaaS
Experian is a global leader in digital experience, technology, and transformation. They partner with recognized brands to enhance customer understanding, innovate product strategies, and implement agile technology solutions. With a focus on delivering superior customer experiences through AI, cloud architecture, and project management, Experian helps businesses streamline their operations and achieve their objectives effectively.
đ Description
⢠Lead end-to-end development of credit risk models, including data sampling, feature engineering, model training, testing, and performance monitoring ⢠Collaborate with internal consultants in developing custom client credit risk or fraud models ⢠Support internal generic score and external client validations ⢠Partner with technology teams to bring models to production ⢠Architect and implement LLM-based agents can tool use, memory, and multi-step reasoning ⢠Integrate agents with internal APIs, databases, and third-party services to promote dynamic decision-making and task execution ⢠Monitor, evaluate, and improve on agent performance using structured evaluation frameworks
đŻ Requirements
⢠3+ years of experience in machine learning, NLP, or predictive modeling ⢠Model development experience using Logistic Regression and ML methods such as Gradient Boosting ⢠Proficiency in Python is a must ⢠Experience with commercial and consumer credit data ⢠Experience building RAG pipelines, LLM agents using OpenAI functions and GenAI frameworks (e.g., LangChain, Haystack)
đď¸ Benefits
⢠Great compensation package and bonus plan ⢠Core benefits including medical, dental, vision, and matching 401K ⢠Flexible work environment, ability to work remote, hybrid or in-office ⢠Flexible time off including volunteer time off, vacation, sick and 12-paid holidays
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