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Senior Software Engineer - AI/ML at ICON Careers | Austin, TX

ICONAustin, Texas, United States
On-site Full-time

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Experience Level

Senior

Qualifications

Key Responsibilities:Design, develop, and maintain robust AI systems and services. Integrate LLM-powered functionalities utilizing RAG, prompt engineering, and multi-agent frameworks to address real-world challenges in construction. Create tools that significantly reduce the time and cost associated with designing aesthetically pleasing homes. Develop digital solutions enabling home buyers to visualize and select their dream homes. Innovate design tools that harness the full potential of 3D printing technology. Investigate and apply ongoing AI research across all ICON operations. Convert business challenges into effective AI-driven solutions. Write clean, well-documented code and engage in design and code reviews. Develop NLP pipelines for document understanding and regulatory content analysis. Stay updated on AI/ML advancements and assess new tools for their relevance to ICON's offerings. Minimum Qualifications:5+ years of software engineering experience, with a minimum of 3 years in developing and deploying AI/ML products in production. Strong foundation in software engineering principles, including system design, data structures, algorithms, testing, and CI/CD methodologies. Familiarity with prominent image and text deep learning architectures. Practical experience with LLMs and modern AI methodologies, including RAG, function calling, and multi-agent orchestration. Proficient in building NLP systems.

About the job

Join ICON as a Senior Software Engineer specializing in AI/ML within our innovative BuildOS team. ICON is at the forefront of transforming residential construction through advanced software solutions. The BuildOS platform integrates cutting-edge machine learning technologies into architectural design and construction, paving the way for the homes of tomorrow. Reporting to the Senior Director of Software, this position is based in vibrant Austin, TX.

In this pivotal role, you will collaborate with some of the industry's most talented architects and engineers, gaining hands-on experience with state-of-the-art models to tackle unique challenges. Your contributions will significantly shape the future of housing by driving applied AI initiatives in building compliance and regulatory domains. You will leverage Natural Language Processing (NLP) and document reasoning techniques to streamline the evaluation of architectural designs against building codes in both commercial and governmental contexts, deploying multi-agent AI systems to navigate complex, domain-specific regulations.

About ICON

ICON is revolutionizing the construction industry by leveraging advanced technology to create sustainable, efficient, and beautiful homes. Our BuildOS platform is a testament to our commitment to innovation in residential construction. We believe in harnessing the power of AI and machine learning to redefine architectural design and construction, and we are looking for talented individuals to join our mission.

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