Lead Machine Learning Engineer (Gen AI, Python, Go, AWS)

Capital One Financial

Actively hiring
San Francisco, CA · McLean, VA · Cambridge, MA · New York, NY Posted 10 days ago $197,300–$225,100 / year
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At a glance

AI generated

TL;DR

As a Lead Machine Learning Engineer on Capital One’s GenAI Workflows Serving team in Cambridge, MA, you will work within an Agile environment to design and build scalable Generative AI applications. Your responsibilities include developing robust ML serving architectures, high-performance application code in Python and Go, and ensuring the security and low latency of these solutions. You’ll collaborate with Product and Data Science teams to solve complex business problems and implement cloud-native platforms using Docker, Kubernetes, KNative, and KServe for optimized deployments. Additionally, you will apply advanced MLOps practices, automate tests and deployment processes, and leverage service mesh architectures like Istio to manage traffic and enhance security in high-volume environments. This role requires expertise in Python, Go, and experience with CI/CD tools such as ArgoCD.

Skills

Python Go AWS Docker Kubernetes KNative KServe ArgoCD Istio MLOps GitOps CI/CD Terraform

What you'll do

  • Design and implement cloud-native ML serving platforms using Docker, Kubernetes, and KServe.
  • Develop high-performance application code in Python and Go to solve complex scaling issues.
  • Implement CI/CD pipelines with ArgoCD for continuous integration and deployment of models.
  • Build optimized data pipelines to efficiently feed machine learning models.
  • Ensure security and resilience of high-volume serving endpoints using Istio service mesh.

What we're looking for

  • At least 4 years of experience programming with Python, Scala, Go or Java.
  • Design and implement cloud-native ML Serving Platforms using Docker, Kubernetes, KNative, KServe.
  • Develop high-performance application code in Python and Go to solve complex scaling issues.
  • Implement advanced MLOps practices for CI/CD using tools like ArgoCD.
  • Construct optimized data pipelines and manage traffic with service mesh architectures like Istio.

Market check

Salary context

This $197,300–$225,100 range sits above 54% of similar postings on FindRole.

Peer median band

$170,800–$241,500

Median floor and ceiling across peers.

Typical midpoint (25–75%)

$175,750–$246,150

Middle half of comparable postings.

Based on 240 comparable postings.

* 240 is the maximum number of comparable postings sampled.

Employer

About Capital One Financial

Capital One Financial is a bank holding company specializing in credit cards, auto loans, banking, and savings products, known for its data-driven approach to consumer and commercial finance. Industry: Financial Services & Banking

Capital One Financial currently has 489 open roles on FindRole.

Listed pay typically runs $197,300–$225,100 across 483 roles with salary data.

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View all roles at Capital One Financial

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