Capital One
Senior Lead ML Engineer - AI Innovations
Capital One, Harrisonburg, Virginia, United States, 22802
Join us at Capital One, where we are revolutionizing banking by creating responsible and reliable AI-powered systems. Our advanced technology infrastructure and commitment to hiring world-class talent position us at the forefront of enterprise-level AI application. Our innovations range from helping customers spot unusual charges to providing real-time assistance, all designed to bring simplicity and humanity to banking.
In Risk Tech, we provide Capital One with the capabilities to thrive amid uncertainty. Our enthusiastic, intelligent team works to transform risk management through cutting-edge technology. We develop data-driven tools that utilize machine learning, enabling us to prevent risks and detect issues before they affect our customers or our business.
As a Senior Lead ML Engineer in Risk Tech, you will collaborate with various teams, including internal Audit groups, to craft and implement proprietary solutions powered by state-of-the-art AI technology. Our AI-enhanced products are central to our business strategy and serve to create significant value for our customers.
Your Responsibilities:
Collaborate with a cross-functional team to deliver innovative AI-powered products that enhance our service delivery and customer value.
Design, develop, test, deploy, and support AI software components with a focus on machine learning models, including model evaluation, experimentation, and performance monitoring.
Refine and evaluate machine learning and foundation models, contributing to the long-term vision for pioneering AI systems.
Contribute technical leadership to the strategic roadmap while utilizing a diverse range of Open Source and SaaS AI technologies.
Monitor and maintain live models, ensuring they align with best practices for Responsible and Explainable AI.
Construct optimized data pipelines to effectively power ML models.
The Ideal Candidate:
You have a passion for building systems and a commitment to high-quality work, with a focus on positive impacts in banking.
You are a clear communicator, capable of explaining complex technical concepts to varied audiences.
You stay current with the latest AI research and adeptly apply novel techniques in real-world scenarios.
You thrive in ambiguity and enjoy tackling undefined challenges, always seeking clarity and insight.
You possess deep technical expertise, with a strong background in engineering and mathematics.
You are innovative and resilient, paving new paths to achieve business goals even when solutions are not immediately apparent.
Qualifications:
Bachelor's degree.
6+ years of experience designing and implementing data-intensive solutions using distributed computing.
4+ years of programming experience with Python, Go, Scala, or Java.
3+ years of experience deploying scalable solutions on cloud platforms (AWS, Google Cloud, Azure).
Preferred Qualifications:
Master's degree in a related field plus 2 years of experience with AI and ML algorithm development.
Experience delivering AI services at scale for 6 years.
Proficiency in Python for developing AI and ML algorithms for 3 years.
Experience with Retrieval Augmented Generation (RAG) and deploying solutions on cloud platforms.
Expertise in designing and scaling complex data pipelines for ML models.
Note that while we value every applicant, Capital One will not provide employment authorization sponsorship for this position. Full-time annual salaries for this role will be adjusted based on location. For specific ranges, candidates can refer to our listings.
Located at: Cambridge, MA; McLean, VA; New York, NY; Richmond, VA.