Sr. ML Engineer – ML & Applied AI

Gap Inc

Remote Actively hiring
Remote, USA · SF - 2 Folsom, US Posted 25 days ago

At a glance

AI generated

TL;DR

Gap Inc. is hiring a Senior Machine Learning Engineer with over 10 years of experience to lead the development and scaling of production-grade machine learning systems across the enterprise. This role involves architecting end-to-end ML pipelines from data ingestion to model deployment, developing high-performance model serving systems using APIs like FastAPI, and implementing MLOps best practices including CI/CD pipelines and automated retraining. The ideal candidate will have expertise in Python, ML frameworks such as scikit-learn and PyTorch, and cloud platforms for building scalable solutions. They should also be proficient in containerization with Docker and Kubernetes, distributed data processing with Spark, and feature stores to enable robust AI capabilities like large language models and agentic workflows.

Skills

Python scikit-learn XGBoost PyTorch TensorFlow FastAPI Kubernetes Docker AWS CI/CD Git SQL Spark Prometheus Grafana MLOps LLMs Vector databases RAG Agentic workflows

What you'll do

  • Architect and build scalable, production-grade ML systems from experimentation to deployment.
  • Design and implement end-to-end ML pipelines including data ingestion and feature engineering.
  • Develop high-performance model serving systems using APIs for real-time inference.
  • Lead the design of feature stores and reusable feature pipelines across teams.
  • Build distributed data processing workflows using Spark or similar platforms.
  • Implement MLOps best practices, including CI/CD pipelines and automated retraining.

What we're looking for

  • 10+ years of experience in production machine learning systems
  • Expertise in Python, ML frameworks like scikit-learn, TensorFlow, and PyTorch
  • Hands-on experience with model serving frameworks and API development
  • Strong background in containerization (Docker) and Kubernetes orchestration
  • Experience with cloud platforms for building cloud-native ML solutions
  • Deep understanding of MLOps best practices including CI/CD pipelines
  • Proven ability to design scalable, maintainable ML pipelines and services

Market check

Salary context

This listing doesn't show a salary. Similar roles on FindRole typically pay $167,683–$257,500.

Peer median band

$167,683$257,500

Median floor and ceiling across peers.

Typical midpoint (25–75%)

$176,000$246,150

Middle half of comparable postings.

Based on 240 comparable postings.

* 240 is the maximum number of comparable postings sampled.

Employer

About Gap Inc

Gap Inc. is a leading global specialty retailer offering clothing, accessories, and personal care products for men, women, and children

Gap Inc currently has 10 open roles on FindRole.

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