Capital One
Financial Services
SeniorManager,DataScience-LLMCustomizationTeam
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Manager, Data Science - LLM Customization Team at Capital One. Skills: LLM Customization, Generative AI, Natural Language Processing (NLP), Large Language Models (LLMs), AI/ML. experiment, innovate and create next generation experiences powered by the latest emerging generative AI technologies. Partner with a cross-functional team of data scientists, applied researchers, software engineers, machine learning engineers and product managers to deliver AI powered products that change how cust”
What You'll Achieve.
unlock the big opportunities that help everyday people save money, time and agony in their financial lives; deliver AI powered products that change how customers interact with their money
Industry & Context.
bring definition to big, undefined problems; love asking questions and pushing hard to find answers; reveal the insights hidden within huge volumes of numeric and textual data
What They're Looking For.
Must Have
Bachelor's Degree plus 7 years of experience in data analytics, or Master's Degree plus 5 years of experience in data analytics, or PhD plus 2 years of experience in data analytics, At least 3 years’ experience in open source programming languages for large scale data analysis, At least 3 years’ experience with machine learning, At least 3 years’ experience with relational databases
Nice to Have
PhD in “STEM” field (Science, Technology, Engineering, or Mathematics) plus 4 years of experience in data analytics, At least 1 year of experience working with AWS, At least 1 year of experience managing people, At least 5 years’ experience in Python, Scala, or R for large scale data analysis, At least 5 years’ experience with machine learning
What You'll Do.
innovate and create next generation experiences powered by the latest emerging generative AI technologies
Partner with a cross-functional team of data scientists
machine learning engineers and product managers to deliver AI powered products that change how customers interact with their money
Leverage a broad stack of technologies — Pytorch
and more — to reveal the insights hidden within huge volumes of numeric and textual data
Be the expert in Natural Language Processing (NLP) to harness the power of Large Language Models (LLMs)
adapt and finetune them for business specific applications and features
Build NLP models through all phases of development
from design through training
and partnering with engineering teams to operationalize them in scalable and resilient production systems
How You'll Work.
Team & Collaboration
Partner with a cross-functional team of data scientists, applied researchers, software engineers, machine learning engineers and product managers; partnering with engineering teams to operationalize them; bring along a cross functional team in breakthrough innovations; share your findings with non-technical audiences
Communication Scope
Flex your interpersonal skills to translate the complexity of your work into tangible business goals; communicate clearly and effectively to share your findings with non-technical audiences
Full Job Description
Senior Manager, Data Science - LLM Customization Team Data is at the center of everything we do. As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-forward a few years, and this little innovation and our passion for data has skyrocketed us to a Fortune 200 company and a leader in the world of data-driven decision-making. As a Data Scientist at Capital One, you’ll be part of a team that’s leading the next wave of disruption at a whole new scale, using the latest in computing and machine learning technologies and operating across billions of customer records to unlock the big opportunities that help everyday people save money, time and agony in their financial lives. **Team Description** AI Foundations LLM Customization team is at the center of bringing our vision for LLMs and GenAI at Capital One to life. Our work touches every aspect of the research life cycle, from research to building production systems. We work with product, technology and business leaders to apply the state of the art in AI to our business. You will be the driving force to experiment, innovate and create next generation experiences powered by the latest emerging generative AI technologies. **In this role, you will:** * Partner with a cross-functional team of data scientists, applied researchers, software engineers, machine learning engineers and product managers to deliver AI powered products that change how customers interact with their money. * Leverage a broad stack of technologies — Pytorch, Hugging Face, AWS Ultraclusters, LangChain, VectorDBs, and more — to reveal the insights hidden within huge volumes of numeric and textual data. * Be the expert in Natural Language Processing (NLP) to harness the power of Large Language Models (LLMs), adapt and finetune them for business specific applications and features. * Build NLP models through all phas
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