Overview
Remote
$70 - $80
Accepts corp to corp applications
Contract - W2
Contract - Independent
Contract - 12 Month(s)
Able to Provide Sponsorship
Skills
Gen AI
LLM
OpenAI
Google AI
Azure
Job Details
Role : Generative AI Architect
Location : Remote
Experience: 5+ years in AI/ML with a focus on Generative AI
Background:
The client s platform uses Generative AI models to summarize and derive insights from vast datasets. While the team has built a strong foundation, they require an expert in LLMs and dynamic prompting to create scalable, intelligent solutions and drive AI innovation.
Key Responsibilities:
- Dynamic Prompt Management
- Design frameworks for handling dynamic and use-case-specific prompts.
- Enhance the efficiency and reliability of AI-driven summarization workflows.
- Fine-tuning and Customization
- Fine-tune GPT and other LLMs to align with client-specific needs.
- Implement advanced RAG methodologies for improved response accuracy.
- Embedding and Retrieval Optimization
- Develop and optimize vectorization techniques using cosine similarity, dot product, and other measures.
- Design scalable indexing and retrieval pipelines for large datasets.
- Git and Collaboration
- Use Git for effective version control and model development tracking.
- Conduct regular reviews of AI pipelines and ensure efficient debugging practices.
- Integration and Insights
- Collaborate with the Python team to integrate LLMs seamlessly into the data pipeline.
- Generate actionable insights from the summarized data to aid decision-making.
Required Skills:
- Strong knowledge of GPT APIs, LangChain, and fine-tuning of LLMs.
- Proficiency in vectorization, indexing, and retrieval methods.
- Experience with Azure OpenAI, Google AI, or similar platforms.
- Debugging skills for AI pipelines and related systems.
- Git proficiency for version control in AI/ML projects.
Preferred Skills:
- Knowledge of Airflow and agent-based LLM chains.
- Understanding of front-end integrations for AI-driven visualizations
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