Fieldwire
AI/ML Engineer
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Job Description
Who we're looking for
We are revolutionizing construction site documentation through 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 data 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.
What you'll be doing
The primary responsibilities for our next AI / ML Engineer will be to
- 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.
At Fieldwire, we're looking for our next AI / ML Engineer to have the following skills and experiences
- 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 Architec
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