Director, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible)
Company: Capital One
Location: Newark
Posted on: April 28, 2024
Job Description:
Locations: Sales - CA - San Francisco, United States of America,
San Francisco, CaliforniaDirector, Generative AI Platform - Agents
and Tooling - People Leader (Remote Eligible)Our mission at Capital
One is to create trustworthy, reliable and human-in-the-loop 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. Because of our investments in
public cloud infrastructure and machine learning platforms, we are
now uniquely positioned to harness the power of AI. 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.We are looking for an experienced
Director, AI Platforms to help us build the foundations of our
enterprise AI Capabilities. In this role you will work on
developing generic platform services to support applications
powered by Generative AI. - You will develop SDKs and APIs to build
agents, - information retrieval and - to build - models as a
service for powering generative AI workflows such as optimizing
LLMs via RAG.Additionally you will manage end-to-end coordination
with operations and manage creation of high quality curated
datasets and - productionizing of models along with working with
applied research and product teams to identify and prioritize
ongoing and upcoming services. -Examples of what you'll do:
- Develop abstracted - platform services to support applications
powered by Generative AI
- Develop SDKs and APIs for our user community to power a wide
range of applications such as information retrieval, fraud
detection, AI Assistants, recommendations on our Gen AI platform. -
-
- Design and build RAG service platform orchestrations including
prompt engineering, guardrails, vector databases, API
Grounding
- Build out a Prompt management service via cross organizational
partnerships
- Stay up-to-date with latest advancements in operationalization
of machine learning and GenAI Technologies
- Design and implement capabilities to support MLOps for
foundation models.Capital One is open to hiring a Remote Employee
for this opportunityBasic Qualifications:
- Bachelor's degree in Computer Science, Computer Engineering or
a technical field
- At least 8 years of experience programming with Python, Go,
Scala, or C/C++
- At least 5 years of experience designing and building and
deploying enterprise AI or ML applications.
- At least 3 years of experience implementing full lifecycle ML
automation using MLOps(scalable development to deployment of
complex data science workflows)
- At least 4 years of experience leading teams developing Machine
Learning solutions
- At least 5 years of people management experience.
- At least 1 year with LLM based conversational AI
systemsPreferred Qualifications:
- Master's degree or PhD in Engineering, Computer Science, a
related technical field, or equivalent practical experience with a
focus on modern AI techniques. -
- Strong problem solving and analytical skills with the ability
to work independently with ownership, and as a part of a team with
a strong sense of responsibilities.
- Experience designing large-scale distributed platforms and/or
systems in cloud environments such as AWS, Azure, or GCP.
- Experience architecting cloud systems for security,
availability, performance, scalability, and cost.
- Experience with delivering very large models through the MLOps
life cycle from exploration to serving
- Ability to move fast in an environment with ambiguity at times,
and with competing priorities and deadlines. Experience at tech and
product-driven companies/startups preferred. -
- Ability to iterate rapidly with researchers and engineers to
improve a product experience while building the core components of
a Generative AI Platform.
- Experience with one or multiple areas of AI technology stack
including prompt engineering, guardrails, vector
databases/knowledge bases, LLM hosting, advanced RAG and
fine-tuning.
- Experience working with applications that leverage LLMs and
vertical integration with enterprise applicationsCapital 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 Director, Machine Learning
EngineeringSan Francisco, California (Hybrid On-Site): $291,100 -
$332,300 for Director, Machine Learning EngineeringRemote
(Regardless of Location): $232,900 - $265,800 for Director, Machine
Learning EngineeringCandidates 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
RecruitingAccommodation@capitalone.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 Careers@capitalone.comCapital 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, Irvington , Director, Generative AI Platform - Agents and Tooling - People Leader (Remote Eligible), Executive , Newark, New Jersey
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