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Lead Computer Vision Engineer at Boon | San Francisco Bay Area

BoonSan Francisco Bay Area
On-site Full-time

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Experience Level

Manager

Qualifications

Qualifications:The ideal candidate will possess a strong background in computer vision and machine learning, with hands-on experience in developing models and algorithms. A Bachelor's degree in Computer Science, Engineering, or a related field is preferred, along with proficiency in Python, TensorFlow, or PyTorch. Strong problem-solving skills and the ability to work collaboratively in a fast-paced environment are essential.

About the job

About Boon

Boon is an innovative AI platform tailored for the construction industry, launched in 2023 in the vibrant San Francisco Bay Area by a team of visionary product and engineering leaders from renowned companies such as Samsara, Apple, Google, and DoorDash. Supported by prominent Silicon Valley venture capitalists, Boon is dedicated to transforming the construction landscape.

Our AI agents seamlessly integrate into existing workflows, enhancing processes from preconstruction estimating to bid management. By automating tedious tasks, we empower teams to focus on strategic decision-making, ultimately leading to increased efficiency, higher bid success rates, and reduced costs. With Boon, construction firms can scale their operations, enhance revenue, and achieve sustainable growth.

About the Role

As the Technical Lead, Computer Vision Engineer at Boon, you will spearhead the technical vision for our AI and computer vision initiatives. Joining a talented team of AI engineers, you will tackle complex challenges specific to the construction industry, focusing on deriving structured and accurate data from construction plans, blueprints, and floor plans. This role demands advanced computer vision expertise, encompassing not just text extraction but also intricate geometric reasoning, such as measuring line lengths and understanding spatial relationships.

This is a hands-on leadership position where you will enhance our ML infrastructure, develop and assess models, and collaborate closely with clients and construction consultants to identify key issues that need resolution. Working alongside fellow AI engineers and technical leads, you will establish architectural strategies and address the most demanding technical challenges.

Key Responsibilities:

  • Direct the technical strategy for AI and computer vision at Boon, collaborating with a skilled team of AI engineers.
  • Design and refine ML infrastructure, data pipelines, and evaluation frameworks.
  • Create and implement computer vision models (CNNs, vision transformers) to extract nuanced information from construction documents.
  • Evaluate the scalability of current solutions and devise innovative approaches when necessary.
  • Engage with clients and construction industry experts to clarify requirements and prioritize technical goals.
  • Collaborate with other AI engineers and technical leads to brainstorm solutions and resolve complex technical issues.
  • Oversee the complete lifecycle of ML systems, from prototyping to production deployment.

About Boon

Boon is at the forefront of AI innovation in the construction sector, leveraging advanced technology to streamline processes and drive operational efficiency. Our team is passionate about transforming the industry and providing solutions that empower construction professionals to achieve more.

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