Distinguished AI Engineer
Company: Capital One
Location: Sandy Hook
Posted on: October 30, 2024
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Job Description:
Center 1 (19052), United States of America, McLean, Virginia
Distinguished AI Engineer At Capital One, we are creating
responsible and reliable AI systems, changing banking for good. For
years, Capital One has been an industry leader in using machine
learning to create real-time, personalized customer experiences.
Our investments in technology infrastructure and world-class talent
--- along with our deep experience in machine learning --- position
us to be at the forefront of enterprises leveraging AI. 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 continuing
to build world-class applied science and engineering teams to
deliver 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. Team Description: The Intelligent Foundations and
Experiences (IFX) team is at the center of bringing our vision for
AI at Capital One to life. We work hand-in-hand with our partners
across the company to advance the state of the art in science and
AI engineering, and we build and deploy proprietary solutions that
are central to our business and deliver value to millions of
customers. Our AI models and platforms empower teams across Capital
One to enhance their products with the transformative power of AI,
in responsible and scalable ways for the highest leverage impact.
In this role, you will: Partner with a cross-functional team of
engineers, research scientists, technical program managers, and
product managers to deliver AI-powered products that change how our
associates work and how our customers interact with Capital One.
Design, develop, test, deploy, and support AI software components
including foundation model training, large language model
inference, similarity search, guardrails, model evaluation,
experimentation, governance, and observability, etc. Leverage a
broad stack of Open Source and SaaS AI technologies such as AWS
Ultraclusters, Huggingface, VectorDBs, Nemo Guardrails, PyTorch,
and more. Invent and introduce state-of-the-art LLM optimization
techniques to improve the performance --- scalability, cost,
latency, throughput --- of large scale production AI systems.
Contribute to the technical vision and the long term roadmap of
foundational AI systems at Capital One. The Ideal Candidate: You
love to build systems, take pride in the quality of your work, and
also share our passion to do the right thing. You want to work on
problems that will help change banking for good. Passion for
staying abreast of the latest research, and an ability to
intuitively understand scientific publications and judiciously
apply novel techniques in production. You adapt quickly and thrive
on bringing clarity to big, undefined problems. You love asking
questions and digging deep to uncover the root of problems and can
articulate your findings concisely with clarity. You have the
courage to share new ideas even when they are unproven. You are
deeply Technical. You possess a strong foundation in engineering
and mathematics, and your expertise in hardware, software, and AI
enable you to see and exploit optimization opportunities that
others miss. You are a resilient trail blazer who can forge new
paths to achieve business goals when the route is unknown. Basic
Qualifications: Bachelor's degree in Computer Science, Engineering,
or AI plus at least 8 years of experience developing AI and ML
algorithms or technologies, or Master's degree plus at least 6
years of experience developing AI and ML algorithms or technologies
At least 8 years of experience programming with Python, Go, Scala,
or Java Preferred Qualifications: 8 years of experience deploying
scalable and responsible AI solutions on cloud platforms (e.g. AWS,
Google Cloud, Azure, or equivalent private cloud) Experience
architecting, designing, developing, integrating, delivering, and
supporting complex AI systems Demonstrated ability to lead and
mentor multiple engineering teams and influence cross-functional
stakeholders up to the VP level Experience developing AI and ML
algorithms or technologies (e.g. LLM Inference, Similarity Search
and VectorDBs, Guardrails, Memory) using Python, C++, C#, Java, or
Golang Master's degree in Computer Science, Computer Engineering,
or relevant technical field Experience developing and applying
state-of-the-art techniques for optimizing training and inference
software to improve hardware utilization, latency, throughput, and
cost Passion for staying abreast of the latest AI research and AI
systems, and judiciously apply novel techniques in production
Excellent communication and presentation skills, with the ability
to articulate complex AI concepts to peers Capital One will
consider sponsoring a new qualified applicant for employment
authorization for this position. The minimum and maximum full-time
annual salaries for this role are listed below, by location. Please
note that this salary information is solely for candidates hired to
perform work within one of these locations, and refers to the
amount Capital One is willing to pay at the time of this posting.
Salaries for part-time roles will be prorated based upon the agreed
upon number of hours to be regularly worked. New York City (Hybrid
On-Site): $274,800 - $313,600 for Distinguished AI Engineer San
Francisco and San Jose, California (Hybrid On-Site): $291,100 -
$332,300 for Distinguished AI Engineer Sales Territory: $232,900 -
$265,800 for Distinguished AI Engineer Candidates hired to work in
other locations will be subject to the pay range associated with
that location, and the actual annualized salary amount offered to
any candidate at the time of hire will be reflected solely in the
candidate---s offer letter. This role is also eligible to earn
performance based incentive compensation, which may include cash
bonus(es) and/or long term incentives (LTI). Incentives could be
discretionary or non discretionary depending on the plan. Capital
One offers a comprehensive, competitive, and inclusive set of
health, financial and other benefits that support your total
well-being. Learn more at the Capital One Careers website .
Eligibility varies based on full or part-time status, exempt or
non-exempt status, and management level. This role is expected to
accept applications for a minimum of 5 business days. No agencies
please. Capital One is an equal opportunity employer committed to
diversity and inclusion in the workplace. All qualified applicants
will receive consideration for employment without regard to sex
(including pregnancy, childbirth or related medical conditions),
race, color, age, national origin, religion, disability, genetic
information, marital status, sexual orientation, gender identity,
gender reassignment, citizenship, immigration status, protected
veteran status, or any other basis prohibited under applicable
federal, state or local law. Capital One promotes a drug-free
workplace. Capital One will consider for employment qualified
applicants with a criminal history in a manner consistent with the
requirements of applicable laws regarding criminal background
inquiries, including, to the extent applicable, Article 23-A of the
New York Correction Law; San Francisco, California Police Code
Article 49, Sections 4901-4920; New York City---s Fair Chance Act;
Philadelphia---s Fair Criminal Records Screening Act; and other
applicable federal, state, and local laws and regulations regarding
criminal background inquiries. If you have visited our website in
search of information on employment opportunities or to apply for a
position, and you require an accommodation, please contact Capital
One Recruiting at 1-800-304-9102 or via email at
RecruitingAccommodationcapitalone.com . All information you provide
will be kept confidential and will be used only to the extent
required to provide needed reasonable accommodations. For technical
support or questions about Capital One's recruiting process, please
send an email to Careerscapitalone.com Capital One does not
provide, endorse nor guarantee and is not liable for third-party
products, services, educational tools or other information
available through this site. Capital One Financial is made up of
several different entities. Please note that any position posted in
Canada is for Capital One Canada, any position posted in the United
Kingdom is for Capital One Europe and any position posted in the
Philippines is for Capital One Philippines Service Corp.
(COPSSC).
Keywords: Capital One, Suffolk , Distinguished AI Engineer, Engineering , Sandy Hook, Virginia
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