Job Description
Job Description
Overview:
Insight Global is seeking a hands‑on AI Engineer to design, build, and deploy AI/ML solutions using LLMs, generative AI, and modern ML frameworks. This role focuses on developing production‑ready models, RAG pipelines, and automation that improve business operations.
Responsibilities:
• Design and develop Generative AI and LLM‑based models for text, audio, and chatbot use cases.
• Build RAG pipelines using vector databases, embeddings, chunking, indexing, and retrieval optimization.
• Develop and maintain Python code integrated with frameworks like LangChain/LangSmith, Snowflake Cortex, OpenAI, Azure AI Studio, and more.
• Create high‑level and detailed AI/ML solution designs including algorithm selection, infrastructure planning, and data sourcing.
• Preprocess and curate training data; run experiments, fine‑tune models, and evaluate performance.
• Deploy AI models to production and ensure reliability, scalability, and monitor...
Overview:
Insight Global is seeking a hands‑on AI Engineer to design, build, and deploy AI/ML solutions using LLMs, generative AI, and modern ML frameworks. This role focuses on developing production‑ready models, RAG pipelines, and automation that improve business operations.
Responsibilities:
• Design and develop Generative AI and LLM‑based models for text, audio, and chatbot use cases.
• Build RAG pipelines using vector databases, embeddings, chunking, indexing, and retrieval optimization.
• Develop and maintain Python code integrated with frameworks like LangChain/LangSmith, Snowflake Cortex, OpenAI, Azure AI Studio, and more.
• Create high‑level and detailed AI/ML solution designs including algorithm selection, infrastructure planning, and data sourcing.
• Preprocess and curate training data; run experiments, fine‑tune models, and evaluate performance.
• Deploy AI models to production and ensure reliability, scalability, and monitor...