DIRECTOR, GENERATIVE AI, PLATFORM AGENTS AND TOOLING - PEOPLE LEADER (REMOTE ELIGIBLE)
Company: Capital One
Location: San Jose
Posted on: May 17, 2024
Job Description:
201 Third Street (61049), United States of America, San
Francisco, CaliforniaDirector, Generative AI, Platform Agents and
Tooling - People Leader (Remote Eligible) -Director, 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 AI platforms. -
-
- 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 with Graph or Network Theory and Graph ML, including
relevant frameworks and libraries such as Deep Graph Learning (DGL)
or NetworkX
- Experience designing large-scale distributed platforms and/or
systems in cloud environments such as AWS, Azure, or GCP.
- Experience building an abstracted SDK and familiarity with
Haystack, Langchain, or similar. -
- Experience architecting cloud systems for security,
availability, performance, scalability, and cost.
- Experience with optimizing and delivering very large models
through the MLOps life cycle from exploration to serving. -
- Experience using Kubeflow Pipelines to deliver models to
production. -
- 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
an 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, Software EngineeringSan
Francisco, California (Hybrid On-Site): $291,100 - $332,300 for
Director, Software EngineeringRemote (Regardless of Location):
$232,900 - $265,800 for Director, Software 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 -. 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 . 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 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, Fairfield , DIRECTOR, GENERATIVE AI, PLATFORM AGENTS AND TOOLING - PEOPLE LEADER (REMOTE ELIGIBLE), Executive , San Jose, California
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