Manager, AI Innovator
Core
Conceptualizing and developing Proof-of-Concept AI solutions to validate emerging technologies for real-world business challenges.
Role type
Manager, AI Innovator (IC)
Builds
AI-powered proof-of-concept prototypes and production-ready systems
Domain
Artificial Intelligence, Computer Vision, LLM Orchestration
Deliverable
production ML models | product features
Required skills
Advanced mathematics (linear algebra, calculus, probability), Python, Computer Vision (CNN, OpenCV, YOLO), LLM Workflow Orchestration (Dify, LangChain, LangGraph), OCR Models, Containerization (Docker, VMWare), Database management (MySQL, PostgreSQL)
Preferred skills
LLM Development tools (Axolotl, vLLM, HuggingFace), QA/QC tools (Postman, Langfuse), Business Process Management tools
Technologies
Dify, LangChain, LangGraph, PyTorch, TensorFlow, CUDA, OpenCV, YOLO, Azure Document Intelligent, Google Vision API, Docker, VMWare, MySQL, PostgreSQL, Confluence, Jira
Responsibilities
Design and develop AI-powered proof-of-concept prototypes; Collaborate with business stakeholders to gather requirements and translate them into technical specifications; Evaluate and recommend appropriate technology stacks; Present prototypes to stakeholders and incorporate feedback; Explain solution design and risk containment measures to Risk, Compliance, and Infosec; Facilitate technology transfer to operations teams and maintain technical documentation
