Senior Software Engineer, AI

September 29, 2024

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Document Crunch

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Document Crunch is a company focused on simplifying and automating contract compliance processes, particularly for the construction industry. By leveraging AI technology, their platform helps clients review contracts, assess risks, and manage project compliance effectively. The company's solutions enable users to analyze, understand, and negotiate contracts with ease, aiding in better project management and reducing construction disputes. Document Crunch integrates with tools like Procore to provide comprehensive support for project teams and risk managers, ensuring every contract detail is aligned with strategic goals.

11 - 50 employees

🤖 Artificial Intelligence

📋 Compliance

🤝 B2B

💰 $9M Series A on 2024-02

📋 Description

• Document Crunch is seeking a Senior Software Engineer, AI. • The ideal candidate will have expertise in Retrieval-Augmented Generation (RAG), AI/ML research, and model integration. • You will be responsible for researching, designing, and deploying AI/ML services. • We empower the construction industry by identifying critical issues in contracts and documents.

🎯 Requirements

• Bachelor’s, Master's or PhD in Computer Science, Machine Learning, or a related field • Expert proficiency in Python • Expert understanding of NLP algorithms, including transformer architectures and large language models • Extensive experience and understanding of RAG systems, knowledge graphs, vector databases, and semantic search technologies • Advanced knowledge of cloud platforms (AWS, Azure, Google Cloud) and their ML services • Expertise in LLM prompt engineering, fine-tuning, and evaluation • Multiple years of professional experience in AI/ML related engineering roles • Proven track record of leading complex AI/ML projects from conception to production • Extensive experience with model deployment, MLOps, and maintaining ML systems in production, or equivalent experience with ML systems integration at scale • Demonstrated ability to translate business requirements into technical solutions • Strong leadership and team management skills • Excellent problem-solving and analytical abilities • Outstanding communication skills, able to explain complex technical concepts to diverse audiences • Proven ability to influence and drive decision-making across teams and departments • Experience in the construction or legal tech industry • Contributions to open-source ML projects or research publications • Experience in AI/ML research and development, with a focus on NLP and RAG at scale • Hands-on experience leading the integration of ML models into production environments

🏖️ Benefits

• Competitive salary and benefits package. • Close to the ground floor of an incredibly high-growth business • Substantial internal growth opportunities and emphasis on personal & professional development • Generous paid time off policy • World class medical, dental, and vision benefits • 401k • Participation in the employee stock option program • Open-minded and collaborative work environment with a focus on results