Manager - Gen AI
Core
Design, build, and deploy Generative AI solutions (LLMs, RAG, agents) to address business problems in operations and data science.
Role type
Manager, Generative AI Engineer
Builds
AI-driven solutions for operations and data science use cases
Domain
Financial services / Credit information / Generative AI
Deliverable
production ML models
Required skills
Python, LLMs (OpenAI, Azure OpenAI, Llama, Mistral), Prompt Engineering, Deep Learning (TensorFlow, Pytorch), RAG architectures, Vector databases, LangChain/LlamaIndex, Cloud platforms (Azure/AWS/GCP), Microservices, Data pipelines
Preferred skills
Experience in analytics (operations, business, or product), Model fine-tuning and optimization
Technologies
OpenAI, Azure OpenAI, Llama, Mistral, TensorFlow, Pytorch, Pinecone, FAISS, Weaviate, LangChain, LlamaIndex, Azure, AWS, GCP
Responsibilities
Design and implement GenAI solutions for Ops and DS; Develop text classification and embedding use cases; Build scalable data integration pipelines; Optimize prompt engineering and retrieval systems; Integrate GenAI apps into enterprise workflows; Evaluate models for performance and cost; Ensure responsible AI governance.
Seniority
Manager, hands-on IC
