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Fieldwire

Real-time construction project management platform

Mid-Level AI & Machine Learning Engineer

Computer VisionConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA$170k - $195k

About the Job

Requirements

  • A Bachelor's or Master's degree in Computer Science or equivalent work experience.
  • At least 3 years of experience in a full-stack, backend, AI engineering, or machine learning role.
  • Strong practical experience in machine learning, including training, evaluating, and deploying models.
  • Hands-on experience with computer vision and image-processing techniques.
  • Knowledge of modern toolchains used for developing high-quality applications.
  • Expertise in writing clean, well-tested, and modular code.

Responsibilities

  • Architect, build, and maintain AI foundations across the full stack, embedding them into core platform capabilities.
  • Evaluate and select open-source models, and adapt them to domain-specific cases through fine-tuning, transfer learning, and lightweight training.
  • Deploy and operate models within the company’s infrastructure, including GPU-backed environments, focusing on inference performance, resource utilization, throughput, and latency.
  • Develop solutions for image understanding, visual object detection, classification, and segmentation.
  • Extract and interpret information from PDFs, scanned documents, images, and other complex visual content by combining optical character recognition, document layout analysis, and multimodal models.
  • Apply artificial intelligence and computer vision techniques to surface relevant, context-aware information within users’ workflows and power smarter product experiences.
  • Debug production issues across services and multiple levels of the stack.
  • Improve engineering standards, tooling, and processes.

Desired Qualifications

  • Experience working with pretrained models and adapting them to domain-specific tasks through fine-tuning and transfer learning.
  • Understanding of modern model architectures, including transformers and vision-language models.
  • Experience with image and document processing, including optical character recognition, document layout analysis, or extracting structured information from PDFs and images.
  • Experience building production systems, preferably in Rust, Ruby on Rails, or Angular.

About the Company

Fieldwire

Real-time construction project management platform

Fieldwire provides construction management software that helps project managers, engineers, and contractors organize plans, tasks, and field photos in real time. The platform is accessed via subscription plans and includes task management, reporting, and live plan updates to drive collaboration across office and field. It differentiates itself with global reach and real-time, field-facing visibility of plans and tasks, plus scalable pricing for small to large projects. Its goal is to save time, reduce costs, and improve quality control by streamlining project management and reducing the need for extra QA/QC staff.

Company size
201-500
Company stage
Acquired
Total funding
$41.2M
Headquarters
San Francisco, CA
Founded
2013

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