Technical Lead, Computer Vision Engineer

Boon Technologies, Inc. • San Francisco, CA

9d

About The Position

As a Technical Lead, Computer Vision Engineer at Boon, you'll lead the technical direction of our AI and computer vision work. You'll join an existing team of AI engineers solving complex vision problems for the construction industry, with a focus on extracting structured, precise data from construction plans, blueprints, and floor plans. This requires genuine computer vision capabilities, not just text extraction, including detailed geometric reasoning like measuring line lengths and identifying spatial relationships.
This is a hands-on technical leadership role. You'll build and improve our ML infrastructure, develop and evaluate models, and collaborate with customers and construction consultants to understand the problems we need to solve. You'll work alongside other AI engineers and technical leads to set architectural direction and tackle the hardest technical challenges.

Requirements

• 7+ years of experience in computer vision and machine learning.
• Production ML experience: you have deployed and maintained ML systems in production, not just research or prototyping.
• Strong background in relevant CV techniques including layout analysis, object detection, segmentation, OCR, and geometric reasoning.
• Experience with model development using CNNs, vision transformers, or similar architectures.
• Proficiency in Python (or ability to ramp up quickly).
• Experience working with AI coding tools. Our interview process will include using these tools, and you'll use them daily on the job.
• Strong collaboration and communication skills. You'll work closely with business stakeholders, customers, and fellow engineers.
• Ability to own technical decisions and drive projects from conception through production.

Nice To Haves

• You want to make a big impact in construction, an industry that builds the world around us.
• You have deep experience with computer vision problems like document layout analysis, object detection, segmentation, OCR, and geometric/spatial reasoning.
• You thrive in applied, product-focused environments where the goal is solving real customer problems, not publishing papers.
• You are comfortable with technical leadership that involves setting direction and mentoring without direct management responsibilities.
• You can navigate ambiguous situations, make quick decisions with incomplete information, and iterate based on what you learn.
• You value teamwork, celebrate successes together, and provide mutual support within the team.
• You use AI coding tools (Cursor, Claude Code, GitHub Copilot, or similar) as part of your daily workflow. We use these tools extensively and expect you to as well.

Responsibilities

• Lead the technical direction for AI and computer vision at Boon, working with an established team of AI engineers.
• Build and improve ML infrastructure, data pipelines, and evaluation frameworks.
• Develop and deploy computer vision models (CNNs, vision transformers) to extract detailed information from construction documents.
• Assess whether current solutions will scale to meet evolving business needs, and design new approaches when they won't.
• Collaborate with customers and construction industry consultants to understand requirements and inform technical priorities.
• Partner with other AI engineers and technical leads to brainstorm solutions and solve hard technical problems.
• Own the end-to-end lifecycle of ML systems, from prototyping through production deployment and maintenance.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Education Level: No Education Listed
• Number of Employees: 11-50 employees