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Staff Full Stack Software Engineer - Machine Learning

Motif Systems develops AI-powered tools for architecture and construction industry.
United States
Machine Learning
Staff Software Engineer
Remote
6+ years of experience
AI · Enterprise SaaS

Job Description

Motif Systems is seeking a Staff Full Stack Software Engineer with machine learning expertise to bridge the gap between ML research and production engineering. This role is crucial in transforming research prototypes into production-ready features within their core product. The position combines frontend development using TypeScript/React, backend services implementation, and ML system productionization. The ideal candidate will have 6+ years of full stack development experience and a strong understanding of ML/GenAI systems. They will be responsible for building robust interfaces for GenAI-powered features, designing scalable backend services, and establishing best practices for AI/ML systems. The role offers the opportunity to work remotely while shaping the future of AI-powered tools in architecture and construction. Additional valuable skills include experience with language models, MLOps practices, and 3D graphics/geometry knowledge. This position is perfect for someone passionate about both high-quality software engineering and machine learning applications in production environments.

Last updated 13 hours ago

Responsibilities For Staff Full Stack Software Engineer - Machine Learning

  • Transform ML prototypes into production-ready features within core product
  • Build robust frontend interfaces using TypeScript/React for GenAI-powered features
  • Design and implement scalable backend services to support ML model deployment
  • Improve infrastructure for model serving, monitoring, and maintenance
  • Establish best practices for code quality, testing, and deployment
  • Bridge the gap between ML research and production engineering

Requirements For Staff Full Stack Software Engineer - Machine Learning

TypeScript
React
Python
  • 6+ years of full stack development experience
  • Experience with TypeScript/React development
  • Experience with Python backend development and API design
  • Understanding of ML/GenAI systems and their production requirements
  • Track record of shipping production-quality code
  • Establish best practices for code quality and testing in AI/ML systems

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