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Machine Learning Infrastructure Tech Lead at Reducto - ApplyBlast

Machine Learning Infrastructure Tech Lead

Reducto

3 months ago

San Francisco, United States

Onsite

Full Time

Senior

1 applicant

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About this role

As the ML Infrastructure Tech Lead at Reducto, you will own the technical direction and roadmap for high-performance model training and inference systems. This hands-on role involves building, debugging, and optimizing infrastructure across the stack, from model-serving kernels to distributed systems, while collaborating with ML and Platform teams on architecture. You will balance setting strategic direction with personally implementing complex technical solutions to improve GPU utilization, latency, and reliability.

Responsibilities

Own technical direction and roadmap for ML infrastructure systems
Build and maintain training and inference stacks for high performance
Optimize model serving across kernels, runtimes, and distributed layers
Design reliable multi-node and multi-GPU training and inference systems
Develop benchmarks to identify bottlenecks and guide infrastructure investments

Skills

About Reducto

reducto.ai

Headquarters

San Francisco, California, United States

Company Size

1-10 employees

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Reducto is an AI-powered document parsing and extraction software designed to efficiently process complex documents such as PDFs, Excel spreadsheets, and PowerPoint slides. It provides high-quality document ingestion tailored for AI teams, enabling seamless integration and usage in various applications. Reducto’s technology is aimed at enhancing document workflows by offering precise parsing capabilities, making it an essential tool for organizations looking to leverage AI in their operations. With a focus on accuracy and usability, Reducto is set to transform how documents are handled in the AI landscape.