Senior AI Engineer
1 month ago
Senior AI Engineer
Location:
Greensboro, NC
Duration:
Contract
Job Description:
Role Description:10+ years Proficiency in Python and experience with Langchain, pyspark, PyTorch, Tensorflow, Streamlit and other relevant tools
- Prompt Engineering and AI
Chatbot Acumen:
Developing sophisticated AI chatbot solutions, including QA/chatbots, translation, and search/summarization functionalities.
- 5+ years of experience in GenAI Foundation Models and Vector DB:Leveraging foundational AI models and vector database technologies (multi vector) for advanced AI capabilities.
- 5+ years of experience in RAG (Retrieval-Augmented Generation)
Model Fine Tuning:
Employing RAG techniques for enhanced AI responses and fine-tuning AI models for optimal performance.
Use of Orchestration Tools:
Utilizing advanced tools like Semantic Kerner, Langchain, and others for efficient AI model management.
- Expertise in either OpenAI or Google Vertex and/or other models from Hugging face for implementing advanced language models.
- Managing high availability and efficient deployment of cloud-native applications
- Experience with hosting LLMs on-premises.
- Experience with GitOps principles and tools, such as Git, Tekton, Flux, or ArgoCD, for managing infrastructure and application deployments.
- Strong problem-solving skills and the ability to work in a collaborative and fast-paced environment.
- 5+ years of experience in Automated Artificial Intelligence Tools
- 5+ years of experience in Machine Learning / AI
- 5+ years of experience in AWS, Azure, and other Cloud Platforms.
- 5+ years of experience in Docker and Kubernetes
- Bachelor's or master's degree in computer science, AI, or a related field
- This role is crucial in achieving the best RAG results on client data and contributing to the broader AI and machine learning community.
- Collaborate with cross-functional teams to understand business requirements and design AI solutions based on language models.
- Develop, train, and optimize language models using PyTorch, Tensorflow, and other relevant frameworks.
- Utilize expertise in either OpenAI or Google Vertex to implement state-of-the-art language models.
- Responsible for End-to-End RAG Solution Design and Development
- Lead the experimentation of different chunking and retrieval methods to enhance the efficiency and effectiveness of RAG systems.
- Developing, training, fine-tuning LLMs for RAG
- Conduct thorough evaluations of model and application performance.
- This entails a deep dive into model accuracy, bias identification, and the formulation of strategies for ongoing enhancement.
- Analytical skills that drive continuous improvements and set new benchmarks for excellence.
- Engage with customers from various sectors to facilitate the successful adoption of Unstructured APIs
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