
Forward Deploy Engineer
- CAD
- AI
- Computer Vision
- Blender
- ONNX
- ERP
- SAP
- Oracle
- Python
- Ruby
- React.js
- Tailwind
- Linux
- Equity
- Learning budget
About Bucket Robotics
Defect detection for manufacturing built from CAD and synthetic data.
Tech
# Tech at Bucket Robotics At Bucket Robotics, we’re building AI-powered vision systems that solve real manufacturing problems—fast. Our stack is designed for rapid iteration, photorealistic synthetic data generation, and easy deployment to factory floors. We work across the full stack of industrial AI: ## AI & Vision Custom computer vision models trained entirely on synthetic data generated from CAD—no real-world defects required. ## Synthetic Data Generation Blender-powered rendering pipelines with industrial materials, realistic lighting, and defect modeling, all configurable from the browser. ## Edge Deployment Models exported to ONNX and deployed on NVIDIA Jetson and x86 platforms for real-time inference on the line. ## Manufacturing Integration Outputs connect directly to manufacturing systems—ERP (SAP, Oracle, etc.), MES, and quality tracking—ensuring that inspection insights feed into production workflows. ## Developer Experience We build with Python, Ruby, and Go across our backends and internal tooling. Our frontends are a mix of React, Tailwind, and ERB. We're solving the cold-start problem in machine vision with an engineer-friendly platform built for real production environments. If you care about closing the loop between CAD, QA, and deployment—let’s talk.
The role
## Role OverviewBucket Robotics is hiring a **Forward Deploy Engineer** to work at the boundary between our core engineering team and real manufacturing deployments. You’ll spend most of your time in San Francisco building alongside our engineers—but regularly travel to customer sites across the U.S. to deploy, debug, and harden our system in real production environments.This role is ideal for an engineer who wants to see their work leave the laptop and show up on factory floors—integrating cameras, models, and workflows with real constraints, real operators, and real uptime requirements.---## Responsibilities* Deploy Bucket’s vision systems at customer manufacturing sites* Work directly with customers during onboarding, pilots, and early production runs* Integrate cameras, edge devices, and models into real production workflows* Debug issues spanning software, ML models, hardware, lighting, and environment* Serve as the technical owner for in-field issues from discovery through resolution* Collaborate closely with the core engineering team to reproduce issues and ship fixes* Translate real-world deployment pain points into actionable product and platform improvements* Build deployment playbooks, checklists, and internal tooling to make future rollouts faster and more reliable* Support technical evaluations alongside sales and leadership without being a sales role* This role will require travel for up to 30% of the time. You’ll be hands-on helping customers use our technology, and when in SF building alongside the rest f our engineering team.---## Required Qualifications* 2+ years experience in software engineering, robotics, systems, or field-facing engineering roles* Strong programming skills in Python* Comfortable debugging complex systems across hardware and software boundaries* Experience working directly with customers in technical environments* Enjoys wearing many hats and operating in fast-moving, ambiguous situations* Willingness to travel \~30% of the time to customer sites across the U.S.---## Preferred Qualifications* Experience deploying or supporting ML or computer vision systems in production* Familiarity with cameras, edge devices, or embedded systems* Background in robotics, manufacturing, automation, or industrial environments* Experience with Linux-based systems and on-prem or edge deployments* Previous startup or early-stage company experience---## What We Offer* Competitive salary & meaningful equity – help shape how our technology works in the real world* Comprehensive benefits – health, dental, and vision insurance* Professional development budget – conferences, courses, and skills growth* A chance to build something real – see your work running on factory floors across the country---## Our Values**Innovation First:** We solve hard, real-world problems in robotics and manufacturing**Ownership Mentality:** We take responsibility from deployment through resolution**Customer Trust:** We build systems customers rely on in production**Continuous Learning:** Every deployment makes the product betterBucket Robotics is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
Skills
- Python
Forward Deploy Engineer · Bucket Robotics