Senior ML Engineer: Build & Scale Production Models

Capital One Group; New York, Northern (NY, KY); Hybrid; USD 177,000 - 201,000; Full time

Job summary

Capital One is seeking a Senior Machine Learning Engineer to join an Agile team responsible for productionizing ML applications at scale. You will design, build, and implement ML models, collaborate across product, data science, and engineering teams, and ensure high availability and performance of ML systems.

The role emphasizes ML infrastructure decisions, model validation, and continuous deployment, with emphasis on responsible AI and secure coding practices.

Qualifications

• Bachelor's Degree in a related field.
• 4+ years of experience programming with Python/Scala/Java.
• 3+ years of experience with distributed computing.
• 2+ years of productionizing, monitoring, and maintaining ML models.

Responsibilities

• Design, build, and deliver ML models and components for real-world problems with Product/Data Science teams.
• Inform ML infrastructure decisions including model selection, data, and feature choices.
• Retrain, monitor, and maintain models in production with CI/CD practices.

Skills

Python

Scala

Java

Distributed computing

Education

Bachelor's Degree

Tools

scikit-learn

PyTorch

Dask

Spark

TensorFlow

Job description

Capital One is seeking a Senior Machine Learning Engineer to join an Agile team responsible for productionizing ML applications at scale. You will design, build, and implement ML models, collaborate across product, data science, and engineering teams, and ensure high availability and performance of ML systems.

The role emphasizes ML infrastructure decisions, model validation, and continuous deployment, with emphasis on responsible AI and secure coding practices.