Director, Applied Research
- Full-time
- Company: Capital One
Company Description
Jobs for Humanity is partnering with Capital One to build an inclusive and just employment ecosystem. Therefore, we prioritize individuals coming from the following communities: Refugee, Neurodivergent, Single Parent, Blind or Low Vision, Deaf or Hard of Hearing, Black, Hispanic, Asian, Military Veterans, the Elderly, the LGBTQ, and Justice Impacted individuals. This position is open to candidates who reside in and have the legal right to work in the country where the job is located.
Company Name: Capital One
Company Name: Capital One
Job Description
Job Title: Director, Applied Research
Location: McLean, Virginia, United States (Center 1 - 19052)
Overview:
At Capital One, we are dedicated to creating trustworthy and reliable AI systems that are changing the banking industry for the better. Our use of machine learning has allowed us to provide real-time, intelligent, and automated customer experiences. From notifying customers about unusual charges to answering their questions in real time, our AI applications are making banking more human and simple. We are committed to building world-class applied science and engineering teams to continue our industry-leading innovation. Join us in bringing the transformative power of emerging AI capabilities to reimagine how we serve our diverse range of customers and businesses.
Team Description:
The AI Foundations team is responsible for bringing our vision for AI at Capital One to life. We work with Academia, product, technology, and business leaders to apply cutting-edge AI research to our business.
Job Responsibilities:
- Collaborate with cross-functional teams to deliver AI-powered products that improve how customers interact with their money.
- Utilize a range of technologies (Pytorch, AWS Ultraclusters, Huggingface, Lightning, VectorDBs, etc.) to uncover insights from large volumes of data.
- Develop AI foundation models from design through implementation.
- Engage in high-impact applied research to enhance customer experiences.
- Communicate complex concepts in a way that aligns with business goals.
Ideal Candidate:
- Passionate about making the right decisions for customers.
- Continually researches and evaluates emerging technologies.
- Thrives on solving complex problems and shares new ideas.
- A leader who challenges conventional thinking and develops talent.
- Comfortable with open-source languages and experienced in developing AI models.
- Deep understanding of AI methodologies.
- Experience building large deep learning models.
- Track record of delivering models at scale.
- Strong publication record or project accomplishments in machine learning research.
- Ability to independently pursue research projects.
Basic Qualifications:
- Ph.D. with at least 4 years of experience in Applied Research, or M.S. with at least 6 years of experience in Applied Research.
- At least 3 years of people leadership experience.
Preferred Qualifications:
- Ph.D. in Computer Science, Machine Learning, Computer Engineering, Applied Mathematics, Electrical Engineering, or related fields.
- Focus on NLP or significant industrial NLP research experience.
- Experience with large language models (10B+ parameters, 500B+ tokens), including training and optimization.
- Experience in developing libraries or platform-level code.
- Strong background in geometric deep learning or behavioral models.
- Expertise in optimization (training and inference), or finetuning.
- Knowledge of data preparation techniques and contributions to open source datasets.
Salary and Benefits:
The annual salary range for this role varies by location. Please refer to the following ranges for the specified locations:
- New York City: $322,000 - $367,500 for Director, Applied Research.
- San Francisco, California: $341,200 - $389