AI/ML Engineer

Fieldwire•San Francisco, CA

44d•$152,000 - $220,000•Remote

About The Position

We are revolutionizing construction site documentation through 360° video capture, computer vision, and AI-driven insights. Our platform enables intuitive navigation of job sites, facilitates seamless collaboration between field and office teams, and integrates with industry-leading project management tools. As an AI/ML Engineer, you will leverage our extensive data lake to architect and deploy cutting-edge machine learning models that turn raw site captures into actionable intelligence. You will develop modern AI-driven solutions to provide customers with seamless, data-rich insights for enhanced jobsite understanding and collaboration. By building and optimizing high-performance ML pipelines, you will play a critical role in scaling our platform’s capabilities and ensuring our system remains a leader in construction technology innovation.

Requirements

Ideally an MSc or Ph.D. in a related technical discipline.
Proven technical expertise demonstrated through a portfolio of projects where you have built and deployed AI/ML solutions or products.
Strong background in Computer Vision (CV), Core Deep Learning, and Neural Architectures.
Experience with modern AI/ML development, such as:
Computer Vision & Perception: Experience developing and deploying advanced vision models for detection, segmentation, and classification to interpret complex visual data.
Multimodal Systems: Ability to integrate and align vision, language, and other sensor data to create intelligent, context-aware applications.
Spatial Intelligence: Familiarity with 3D scene understanding, reconstruction, or geometry-based AI techniques.
Proficiency in modern deep learning frameworks and production-grade programming.
Experience optimizing models for performance and efficiency, particularly for resource-constrained environments.
Understanding of deployment pipelines and model optimization for diverse hardware targets.

Nice To Haves

Highly Motivated & Adaptable: You thrive in dynamic environments. When challenges pop up, you’re the first to step in, adapt, and solve them.
Collaborative Team Player: You’re a natural team player who supports your peers—the kind of hero who steps in exactly when the team needs it most.
Clear Communicator: You excel at bridging the gap between complex technical logic and actionable team insights.
Drive: You approach technical hurdles with the focused determination of a main character in a classic training arc, always ready to power up, break through limits, and deploy your best work.

Responsibilities

Demonstrate proficiency in machine learning frameworks and apply them to develop robust AI solutions.
Use and adapt existing VLMs, LLMs, generative AI, RAG architectures, and agents to solve complex construction site challenges.
Lead data curation and conduct rigorous data quality assessments to prepare datasets for continuous, automated model updates and improvements.
Collaborate within an agile, multifaceted team to deploy solutions in a cloud environment, enabling fast prototyping and iteration.
Take proactive ownership of your assigned components, from conception through to production deployment and monitoring.