Senior Lead Engineer, Capital One
Generative AI Infrastructure
$195-278.2k
Credit Cards, Bank and Loans
Job no longer available
Credit Cards, Bank and Loans
1001+ employees
Job no longer available
$195-278.2k
1001+ employees
Company mission
To help customers succeed by bringing ingenuity, simplicity, and humanity to banking.
Role
Who you are
- Bachelor's degree in Computer Science, Computer Engineering or a technical field
- At least 8 years of experience designing and building data-intensive solutions using distributed computing
- At least 4 years of experience with HPCs, vector embedding, or semantic search technologies
- At least 4 years of experience programming with Python, Go, Scala, or Java
- At least 3 years of experience building, scaling, and optimizing training and inferencing systems for deep neural networks
Desirable
- Master's or Doctoral degree in Computer science, Computer Engineering, Electrical engineering, Mathematics, or a similar field
- Background in machine learning with experience in large scale training and deployment of deep neural nets and/or transformer architectures
- Experience with machine learning frameworks such as TensorFlow or Pytorch, Lightning, Mosaic ML etc
- 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 foundational capabilities
- Familiarity with deploying large neural network models in demanding production environments
- Experience with building GPU clusters in the public cloud with tightly-coupled storage and networking
What the job involves
- We are looking for an experienced Sr. Lead Engineer, Generative AI Infrastructure to help us build the foundations of our AI capabilities
- You will work on a wide range of initiatives, whether that’s building large-scale distributed training clusters, or deploying LLMs on GPU instances for real-time applications and decisioning systems, or supporting cutting-edge AI research and development, all in our public cloud infrastructure
- You will work closely with our cloud and container infrastructure teams as well as our world-class team of AI researchers to design and implement key capabilities
- Deploy a thousand-node training cluster optimizing storage and networking stack, with tightly coupled training pipelines to take advantage of multiple parallelism strategies, in our public cloud
- Design and build fault-tolerant infrastructure to support long-running large-scale training tasks reliably despite failure of individual nodes, using containers and check-pointing libraries
- Design and build run-time infrastructure for serving large ML models such as LLMs and FMs in our public cloud
- Build infrastructure for deploying search indexes and embeddings in vector databases that will work closely with the rest of our capabilities
Application process
- Step 1: Apply
- Step 2: Screen and Schedule
- Step 3: Interview(s)
- Step 4: Decision
Our take
Capital One is a multifaceted financial services company offering a range of products and solutions - such as banking, credit cards, loans, and more. Its diverse credit card portfolio caters to a wide spectrum of consumer preferences, accompanied by traditional banking services like savings, checking, and mortgages.
Capital One sets itself apart through its integration of cutting-edge technology and data insights into its financial services. This approach fosters a personalized experience for customers, enabling tailored recommendations and optimized financial decisions. The company's dedication to innovation extends to its pursuit of reshaping the future of finance. By consistently investing in research and development, Capital One has set out to revolutionize the industry through disruptive digital solutions, heightened security measures, and more intuitive financial tools.
Recent growth indicators underscore Capital One's prominence in the financial sector. The company's strategic acquisitions and expansions have solidified its market presence, coupled with a commitment to responsible lending and ethical financial practices. With a focus on inclusivity and accessibility, Capital One is positioning itself to redefine finance through integrating technology, data, and customer-centricity.
Steph
Company Specialist at Welcome to the Jungle
Insights
Company
Company benefits
- Medical: Multiple plan options and a full network of providers to support our diverse needs
- Prescription: Save on Rx costs at an extensive network of local pharmacies
- Dental: Options to help cover everything from braces to dentures and all the cleanings in between
- Vision: Stay sharp with new contact lenses or glasses each year
- Onsite Health Centers: Low- or no-costs primary, urgent, or specialty care, virtual or on-campus
- Consumer Medical: Virtual second options for you or a loved one at no cost to you
- Stock Purchase Plan: Own a piece of the Capital One pie. We'll match 15% of your contribution
- Education Assistance: Financial assistance for tuition, textbooks and eligible course fees, to continue your education
- 401(k): Take advantage of a market-leading company match, for a 7.5% contribution
- Flexible Spending Accounts: Pre-tax dollars and up to $500 company contribution for bot your health and dependent care costs
- Life Insurance: Standard life and loss protection, plus the option to increase coverage
- Disability Insurance: No cost, automatic coverage for your peace of mind
- Time Off: Generous paid time off + corporate & floating holidays to maintain balance
- Family: Support for your growing family, including fertility coverage, and adoption or surrogacy reimbursement
- Education Support: College coaching for your kids, and tuition assistance for you
- Employee Assistance Program: Support for a wide range of life events and experiences - no extra cost to you
- Be Well Rewards: Incentives for participating in healthy activities
- Nutrition & Fitness: Registered dieticians on site, cooking classes and free virtual fitness classes
Company HQ
Tysons, VA
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