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AI Software Engineer

2 months ago

New York, New York, United States Document Crunch Full time
Job Title: Software Engineer, AI

We are seeking a highly skilled Software Engineer, AI to join our team at Document Crunch. As a key member of our team, you will be responsible for designing, developing, and deploying advanced AI/ML systems to enhance document understanding and analysis capabilities.

Key Responsibilities:
  • Lead AI/ML strategy and implementation, aligning with business objectives
  • Design and implement advanced RAG systems to enhance document understanding and analysis capabilities
  • Lead the integration of cutting-edge AI/ML solutions into existing products and services
  • Work closely with DevOps engineers and cross-functional teams to integrate AI/ML solutions into existing workflows
  • Conduct research initiatives on state-of-the-art AI/ML algorithms and technologies
  • Design and conduct experiments to solve challenging problems in document analysis and automation
  • Architect scalable, efficient, and maintainable ML systems and pipelines
  • Optimize ML system integration performance and resource utilization
  • Design and implement ML monitoring and observability systems
Requirements:
  • Bachelor's in Computer Science, Machine Learning, or a related field
  • Proficiency in Python
  • Strong understanding of NLP algorithms, including transformer architectures and large language models
  • Extensive experience with 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
Preferred Qualifications:
  • 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

We offer a competitive salary and benefits package, close to the ground floor of an incredibly high-growth business, substantial internal growth opportunities, and a generous paid time off policy. We value diversity, equity, and inclusion in everything we do and are committed to providing equal opportunity to all people without regard to race, color, religion, national origin, marital status, veteran status, age, disability, pregnancy, sex, sexual orientation, gender identity, or any other legally protected category.