Machina Labs Tech Stack

AI-powered robotic systems for flexible, low-volume manufacturing

Manufacturing Los Angeles, California 51–200 employees Founded 2019 Privately Held

Machina Labs builds robotic automation for manufacturing, with a stack spanning real-time control (EtherCAT, ROS, C++), ML optimization (Python, NumPy, CUDA), and cloud orchestration (Azure, Kafka). Their project portfolio—tool-path generation, incremental sheet-metal forming, closed-loop control, and ML-driven process optimization—reveals a company solving a specific pain point: the cost and rigidity of traditional tooling for low-volume production. Hiring is engineering-heavy (18 of 30 active roles) and accelerating, with senior roles dominating; this mix suggests they're scaling both R&D depth and production readiness.

Tech Stack 46 technologies

Core StackTypeScript Node.js Python Kafka MongoDB RabbitMQ SolidWorks MATLAB C++ NumPy Jira Smartsheet React Figma Azure ZeroMQ EtherCAT Fusion 360 Rhino Excel SolidWorks Simulation Google Workspace Notion Microsoft Office ROS Keyence Three.js WebGL Creo CUDA+16 more

What Machina Labs Is Building

◆Challenges

Costly dies and tooling for low volume projects
Slow and expensive low volume production
Slow low-volume production
Slow low volume manufacturing
Lack of flexibility in sheet metal production
Lack of manufacturing flexibility
Costly tooling for low volume production
Reduce waste
High cost low volume production
Supply chain risks

▲Active Projects

Robocraftsman tool path generation
Roboforming incremental sheet metal forming process
Ml models for production process optimization
Release execution
Real-time automation backend infrastructure
Cloud orchestration for robotics manufacturing
Developing new robotic end-effectors and sensors
Closed loop control software for manufacturing cells
Production-ready pipeline for multiple ml models
Design production-ready tooling

Hiring Activity

Accelerating30 roles · 15 in 30d

Department

Engineering

Manufacturing

Product

Marketing

Ops

Sales

Seniority

Senior

Intern

Mid

Director

Lead

Notable leadership hires: Automotive Technical Director

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About Machina Labs

Machina Labs develops robotic systems and AI software for manufacturers, particularly targeting low-volume and custom production runs. The company was founded in 2019 and is based in Los Angeles. Their core offering combines hardware (robotic arms, end-effectors, sensors) with software (path generation, ML models for process control, cloud orchestration) to replace expensive, inflexible dies and tooling. The stack reflects dual engineering maturity: industrial control protocols (EtherCAT, ROS) for hardware integration and modern cloud infrastructure (Azure, Kafka, MongoDB) for data and orchestration. They operate at 51–200 employees, with active hiring concentrated in engineering and manufacturing roles.

HeadquartersLos Angeles, California

Company Size51–200 employees

Founded2019

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Machina Labs use?

TypeScript, Python, Node.js, Azure, Kafka, MongoDB, ROS, EtherCAT, C++, CUDA, React, Three.js, and CAD tools (SolidWorks, Fusion 360, Creo). The mix spans embedded control, ML, cloud infrastructure, and web visualization.

What is Machina Labs working on?

Tool-path generation for robotic forming, incremental sheet-metal forming (roboforming), ML models for production optimization, real-time automation backend infrastructure, cloud orchestration for robotics, and closed-loop control software for manufacturing cells.