Senior Software Engineer - Model Platform

Overview

Senior Software Engineer responsible for building and scaling model-serving, data-processing, streaming, and ML-training infrastructure for a detection platform.

What you'll do

• Architect, design, build, deploy, and maintain model-serving infrastructure.
• Scale model-serving and data-processing services to handle 10 times current traffic.
• Build platforms for combating rapidly generated AI attacks.
• Develop real-time and near-real-time streaming pipelines and online feature-serving services.
• Build and improve the ML training platform.
• Collaborate with machine learning engineering and data science teams.
• Coach and mentor junior engineers through reviews, pairing, and one-on-ones.

What you'll need

• 5+ years of experience as a software engineer or in a similar role.
• Hands-on experience building machine-learning-engineering solutions.
• Experience maintaining large-scale distributed systems on AWS, GCP, or Azure.
• Experience maintaining high-scale real-time or near-real-time data pipelines or streaming services.
• Familiarity with ML workflows, including feature serving at 50K+ QPS and offline/online equivalency.
• Knowledge of streaming architectures, real-time processing, and data security and privacy frameworks.

Details

• Remote in the USA.
• Base salary range: $179,800–$258,500 USD yearly.