Request Technology, LLC
Senior AI Engineer
Request Technology, LLC, Chicago, Illinois, United States, 60290
Artificial Intelligence (AI) EngineerSalary: Open + BonusLocation: Chicago, ILHybrid: 3-5 days on-site/weekWe are unable to provide sponsorship for this roleThis role is not open to C2C, contract, or contract to hire
QualificationsBachelor’s degree required; master’s degree preferred5+ years of experience in AI engineering at the enterprise levelExperience with AI engineering tools and technologies, including Python, Langchain, LlamaIndex, and Semantic KernelStrong understanding of large language modelsExperience with natural language processing, text extraction, and information retrieval techniquesStrong understanding of machine learning and deep learning concepts including transformer based GPT modelsExperience with distributed computing and cloud environments (e.g., Microsoft Azure)
ResponsibilitiesPrototype and test AI solutions using Python and Streamlit with a focus on natural language processing and text extraction from documents (PyPDF, Azure Document Intelligence)Develop plugins and assistants using LangChain, LlamaIndex, or Semantic Kernel, with expertise in prompt engineering and semantic function designDesign and implement Retrieval Augmented Generation (RAG) stores using a combination of classic information retrieval and semantic embeddings stored in vector and graph databasesDevelop and deploy agents using AutoGen, CrewAI, LangChain Agents, and LlamaIndex AgentsUse Gen AI to distill metadata and insights from documentsFine tune LLMs to optimize for domain and costCollaborate with stakeholders to implement and automate AI powered solutions for common business workflowsEnhance documentation procedures, codebase, and adherence to best practices to promote and facilitate knowledge sharing and ensure the upkeep of an organized and reproducible working environment
QualificationsBachelor’s degree required; master’s degree preferred5+ years of experience in AI engineering at the enterprise levelExperience with AI engineering tools and technologies, including Python, Langchain, LlamaIndex, and Semantic KernelStrong understanding of large language modelsExperience with natural language processing, text extraction, and information retrieval techniquesStrong understanding of machine learning and deep learning concepts including transformer based GPT modelsExperience with distributed computing and cloud environments (e.g., Microsoft Azure)
ResponsibilitiesPrototype and test AI solutions using Python and Streamlit with a focus on natural language processing and text extraction from documents (PyPDF, Azure Document Intelligence)Develop plugins and assistants using LangChain, LlamaIndex, or Semantic Kernel, with expertise in prompt engineering and semantic function designDesign and implement Retrieval Augmented Generation (RAG) stores using a combination of classic information retrieval and semantic embeddings stored in vector and graph databasesDevelop and deploy agents using AutoGen, CrewAI, LangChain Agents, and LlamaIndex AgentsUse Gen AI to distill metadata and insights from documentsFine tune LLMs to optimize for domain and costCollaborate with stakeholders to implement and automate AI powered solutions for common business workflowsEnhance documentation procedures, codebase, and adherence to best practices to promote and facilitate knowledge sharing and ensure the upkeep of an organized and reproducible working environment