Sr. Distinguished Architect - Machine Learning
Company: Capital One
Location: Bowie
Posted on: May 5, 2022
Job Description:
1750 Tysons (12023), United States of America, McLean,
VirginiaSr. Distinguished Architect - Machine LearningDistinguished
Engineers are individual contributors who strive to be diverse in
thought so we visualize the problem space. At Capital One, we
believe diversity of thought strengthens our ability to influence,
collaborate and provide the most innovative solutions across
organizational boundaries. Distinguished Engineers will
significantly impact our trajectory and devise clear roadmaps to
deliver next generation technology solutions.
- Deep technical experts and thought leaders that help accelerate
adoption of the very best engineering practices, while maintaining
knowledge on industry innovations, trends and practices
- Visionaries, collaborating on Capital One's toughest issues, to
deliver on business needs that directly impact the lives of our
customers and associates
- Role models and mentors, helping to coach and strengthen the
technical expertise and know-how of our engineering and product
community
- Evangelists, both internally and externally, helping to elevate
the Distinguished Engineering community and establish themselves as
a go-to resource on given technologies and technology-enabled
capabilities -Responsibilities:
- Build awareness, increase knowledge and drive adoption of
modern technologies, sharing consumer and engineering benefits to
gain buy-in
- Strike the right balance between lending expertise and
providing an inclusive environment where others' ideas can be heard
and championed; leverage expertise to grow skills in the broader
Capital One team
- Promote a culture of engineering excellence, using
opportunities to reuse and innersource solutions where
possible
- Effectively communicate with and influence key stakeholders
across the enterprise, at all levels of the organization
- Operate as a trusted advisor for a specific technology,
platform or capability domain, helping to shape use cases and
implementation in an unified manner
- Lead the way in creating next-generation talent for Tech,
mentoring internal talent and actively recruiting external talent
to bolster Capital One's Tech talentBasic Qualifications:
- Bachelor's Degree -
- At least 10 years experience in Software Engineering,
Application Architecture or Infrastructure Solution design
- At least 5 years experience in application design, CI/CD,
development in a cloud environment
- At least 3 years experience working with AWS -
- At least 3 years experience working with open source software
-
- At least 3 years experience architecting and designing ML
solutions and platforms
- At least 3 years experience working in an Agile
environmentPreferred Qualifications:
- Master's Degree
- 12+ year of experience with Technology solutions in the
following areas: Cloud Infrastructure, Container Platforms &
Serverless, AWS, ML platforms, high-availability deployment
patterns (blue/green, canary, etc.), real-time monitoring and
logging in cloud environments -
- 3+ years of experience with Machine Learning algorithms and
techniques -
- 3+ years of experience with Machine Learning processes, such as
Data Management and Feature Creation, Model Development and
Training, Model Pipeline/Workflow/MLDC, Model
Serving/Deployment/Execution, and Model Governance and
Monitoring
- 3+ years of experience with Python and associated open source
Machine Learning libraries (such as Pandas, NumPy, etc.), and
Jupityr notebooks
- 3+ years experience with Kubernetes and container
management/orchestration
- 3+ years experience with Kubernetes hosted ML workflow tools
(i.e. KubeFlow) -Capital One will consider sponsoring a new
qualified applicant for employment authorization for this
position.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, race, color, age, national origin, religion,
physical and mental disability, genetic information, marital
status, sexual orientation, gender identity/assignment,
citizenship, pregnancy or maternity, protected veteran status, or
any other status prohibited by applicable national, 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, Bowie , Sr. Distinguished Architect - Machine Learning, Professions , Bowie, Maryland
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