Artificial Intelligence Engineer
2 months ago
AI Engineer
Chicago, IL (Hybrid)
Full time, direct hire
Contact: Mary at mnugent@forbestc.com
Responsibilities:
- Prototype and test AI-driven solutions with a focus on NLP and document text extraction using Python, Streamlit, PyPDF, and Azure Document Intelligence.
- Develop and implement AI plugins and assistants leveraging LangChain, LlamaIndex, and Semantic Kernel, specializing in prompt engineering and semantic function design.
- Design Retrieval Augmented Generation (RAG) stores by combining traditional information retrieval techniques with semantic embeddings, utilizing vector and graph databases.
- Build and deploy AI agents using AutoGen, CrewAI, LangChain Agents, and LlamaIndex Agents.
- Utilize Generative AI to extract metadata and generate insights from documents.
- Fine-tune Large Language Models (LLMs) to optimize performance and reduce costs for domain-specific applications.
- Collaborate with key stakeholders to automate AI-powered workflows and improve business processes.
- Maintain and enhance documentation, adhere to coding best practices, and ensure knowledge sharing and reproducibility across the team.
Required Skills:
- Bachelor's Degree in Computer Science, Engineering, or a related field.
- At least 5 years of experience in AI engineering or a closely related field.
- Proficiency in AI engineering tools and technologies such as Python, Streamlit, Jupyter Notebooks, LangChain, LlamaIndex, and Semantic Kernel.
- Strong experience with natural language processing, text extraction, and information retrieval methods.
- In-depth knowledge of machine learning and deep learning concepts, including transformer-based GPT models.
- Experience with distributed computing and cloud environments (e.g., Microsoft Azure).
Preferred Skills:
- Master’s Degree in Computer Science, Engineering, or a related field.
- Proven expertise in developing scalable AI solutions and optimizing LLMs for specialized domains.
- Strong organizational and communication skills, with the ability to collaborate effectively in a team environment.
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