AI Researcher II

4 weeks ago

Cambridge, Massachusetts, United States Capital One Full time
Job Title: AI Researcher II

At Capital One, we are creating trustworthy and reliable AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our applications of AI & ML are bringing humanity and simplicity to banking. We are committed to building world-class applied science and engineering teams and continue our industry leading capabilities with breakthrough product experiences and scalable, high-performance AI infrastructure. At Capital One, you will help bring the transformative power of emerging AI capabilities to reimagine how we serve our customers and businesses who have come to love the products and services we build.

Job Responsibilities:
  • Partner with a cross-functional team of data scientists, 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, AWS Ultraclusters, Huggingface, Lightning, VectorDBs, and more — to reveal the insights hidden within huge volumes of numeric and textual data.
  • Build AI foundation models through all phases of development, from design through training, evaluation, validation, and implementation.
  • Engage in high impact applied research to take the latest AI developments and push them into the next generation of customer experiences.
  • Flex your interpersonal skills to translate the complexity of your work into tangible business goals.
Requirements:
  • Currently has, or is in the process of obtaining, a PhD, with an expectation that required degree will be obtained on or before the scheduled start date plus at least 2 years of experience in Applied Research, or M.S. plus at least 4 years of experience in Applied Research
Preferred Qualifications:
  • PhD in Computer Science, Machine Learning, Computer Engineering, Applied Mathematics, Electrical Engineering or related fields
  • LLM
    • PhD focus on NLP or Masters with 5 years of industrial NLP research experience
    • Multiple publications on topics related to the pre-training of large language models (e.g. technical reports of pre-trained LLMs, SSL techniques, model pre-training optimization)
    • Member of team that has trained a large language model from scratch (10B + parameters, 500B+ tokens)
    • Publications in deep learning theory
    • Publications at ACL, NAACL and EMNLP, Neurips, ICML or ICLR
  • Optimization (Training & Inference)
    • PhD focused on topics related to optimizing training of very large deep learning models
    • Multiple years of experience and/or publications on one of the following topics: Model Sparsification, Quantization, Training Parallelism/Partitioning Design, Gradient Checkpointing, Model Compression
    • Experience optimizing training for a 10B+ model
    • Deep knowledge of deep learning algorithmic and/or optimizer design
    • Experience with compiler design
  • Finetuning
    • PhD focused on topics related to guiding LLMs with further tasks (Supervised Finetuning, Instruction-Tuning, Dialogue-Finetuning, Parameter Tuning)
    • Demonstrated knowledge of principles of transfer learning, model adaptation and model guidance
    • Experience deploying a fine-tuned large language model

  • AI Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Job Title: AI Researcher IICapital One is seeking a highly skilled AI Researcher II to join our team. As a key member of our AI Foundations team, you will be responsible for developing and implementing cutting-edge AI solutions that drive business growth and customer satisfaction.Key Responsibilities:Collaborate with cross-functional teams to design and...

  • Applied Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Job Title: Applied Researcher IICapital One is seeking an Applied Researcher II to join our AI Foundations team. As a key member of our team, you will be responsible for developing and applying cutting-edge AI and machine learning techniques to drive business growth and improve customer experiences.About the Role:Partner with cross-functional teams to...

  • Applied Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    OverviewAt Capital One, we are pushing the boundaries of artificial intelligence to revolutionize the banking industry. Our AI Foundations team is at the forefront of this effort, working on cutting-edge projects that bring together machine learning, computer vision, and natural language processing to create innovative solutions for our customers.Job...

  • AI Research Scientist

    4 weeks ago

    Cambridge, Massachusetts, United States The AI Institute Full time

    Our MissionWe are dedicated to advancing the field of Artificial Intelligence and Robotics to create intelligent machines that improve lives. Our team focuses on developing cutting-edge technologies, including Reinforcement Learning, to push the boundaries of what is possible.Job DescriptionWe are seeking a highly skilled Reinforcement Learning Research...

  • AI Engineer Internship at CBase AI

    4 weeks ago

    Cambridge, Massachusetts, United States CBase AI Full time

    About CBase AI:We're a cutting-edge company building AI-first solutions to bridge data silos in the construction industry. Our mission is to enhance integrations between different software systems, automate data updates, and improve overall efficiency and sustainability.Role Overview:As an AI Engineer Intern at CBase AI, you'll have the unique opportunity to...

  • AI Researcher

    3 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Overview:At Capital One, we are creating trustworthy and reliable AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our applications of...

  • Applied Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    OverviewAt Capital One, we are pushing the boundaries of artificial intelligence to revolutionize the banking industry. Our team of experts is dedicated to developing trustworthy and reliable AI systems that change the way customers interact with their money.Job DescriptionWe are seeking a highly skilled Applied Researcher II to join our AI Foundations team....

  • Applied Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    OverviewAt Capital One, we are pushing the boundaries of artificial intelligence to revolutionize the banking industry. Our team of experts is dedicated to developing trustworthy and reliable AI systems that change the way customers interact with their money.Job DescriptionWe are seeking a highly skilled Applied Researcher II to join our AI Foundations team....

  • Senior AI Research Scientist

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Job SummaryCapital One is seeking a highly skilled Distinguished Applied Researcher to join our AI Foundations team. As a key member of our research team, you will be responsible for driving strategic direction through collaboration with Applied Science, Engineering, and Product leaders across Capital One. About the RoleThis is an individual contributor (IC)...

  • AI Engineer Intern

    4 weeks ago

    Cambridge, Massachusetts, United States CBase AI Full time

    About CBase AI:We're a pioneering company in the construction industry, leveraging AI-first solutions to bridge data silos and enhance integrations between software systems. Our mission is to automate data updates, improve efficiency, and sustainability. We're seeking talented engineers to join our team and contribute to cutting-edge projects.Role...

  • Senior Applied Researcher

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    About the RoleCapital One is seeking a highly skilled and experienced Senior Applied Researcher to join our AI Foundations team. As a key member of our research organization, you will be responsible for driving strategic direction and collaborating with cross-functional teams to deliver AI-powered products that change how customers interact with their...

  • Applied Researcher II

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Capital One AI ResearcherAt Capital One, we are creating trustworthy and reliable AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our...

  • Applied Researcher I

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    Job Title: Applied Researcher ICapital One is seeking a highly skilled Applied Researcher I to join our AI Foundations team. As a key member of our team, you will be responsible for delivering AI-powered products that change how customers interact with their money.Key Responsibilities:Partner with a cross-functional team of data scientists, software...

  • AI Researcher I

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    About the RoleCapital One is seeking a highly skilled Applied Researcher I to join our AI Foundations team. As a key member of our research team, you will be responsible for developing and applying cutting-edge AI technologies to drive business innovation and growth.Key ResponsibilitiesCollaborate with cross-functional teams to design and develop AI-powered...

  • Applied Researcher I

    4 weeks ago

    Cambridge, Massachusetts, United States Capital One Full time

    About the RoleCapital One is seeking a highly skilled Applied Researcher I to join our AI Foundations team. As a key member of this team, you will be responsible for developing and applying cutting-edge AI and machine learning techniques to drive business growth and innovation.Key ResponsibilitiesPartner with cross-functional teams to design and develop...

  • Senior Research Scientist

    4 weeks ago

    Cambridge, Massachusetts, United States S&P Global Full time

    Kensho, a hub for AI innovation and transformation within S&P Global, seeks a Senior Research Scientist to join its team of experienced researchers and machine learning engineers. With a focus on developing and deploying novel solutions for S&P Global and its customers worldwide, the successful candidate will contribute to the development of Large Language...

  • Technical Lead II, Backend, AI Innovations Group

    4 weeks ago

    Cambridge, Massachusetts, United States HubSpot Full time

    Technical Lead II, Backend, AI Innovations GroupAs a pivotal part of the AI Innovation Group at HubSpot, you will contribute to the evolution of our AI Copilot and help shape its foundational architecture, making AI more accessible and impactful for our users. Your role will amplify the capabilities of your team, building on the latest AI/ML system best...

  • Principal Researcher

    4 weeks ago

    Cambridge, Massachusetts, United States Microsoft Full time

    Research Scientist OpportunityWe are seeking a highly skilled Research Scientist to join our AI Frontiers Lab team at Microsoft Research. As a Research Scientist, you will design, develop, and execute technology research projects in collaboration with other researchers, engineers, and product groups.Key Responsibilities:Design and develop technology research...

  • Technical Lead II, Backend, AI Innovations Group

    4 weeks ago

    Cambridge, Massachusetts, United States HubSpot Full time

    As a Technical Lead II, you will be a key member of the AI Innovation Group at HubSpot, driving the development of cutting-edge AI technologies that empower our customers to grow better.With a focus on backend engineering, you will lead a team of engineers in building scalable, reliable systems that integrate seamlessly with our product suite.You will be...

  • Research Study Technician II

    3 weeks ago

    Cambridge, Massachusetts, United States Charles River Laboratories, Inc. Full time

    At Charles River Laboratories, Inc., we are seeking a highly skilled Research Study Technician II to join our team. This role is a critical part of our research and development process, and we are looking for an individual who is passionate about advancing the field of biological research.Job SummaryThe Research Study Technician II will be responsible for...