财务AI专家-集团信息系统
Core
Designing and deploying large language model (LLM) applications for financial scenarios including intelligent analysis, efficient processing, and compliance monitoring.
Role type
Senior IC machine-learning engineer (financial domain)
Builds
Production LLM applications integrated with traditional financial systems (Oracle/SAP)
Domain
Finance + Large Language Models
Deliverable
production ML models
Required skills
LLM application development, LLM fine-tuning, financial domain knowledge, system integration, data interaction logic, problem decomposition
Preferred skills
Oracle/SAP experience, To B industry LLM application experience, financial core business knowledge (accounting, cost management, compliance)
Responsibilities
Design LLM application schemes and drive deployment; Establish evaluation metrics and iterate model performance via data supplementation and fine-tuning; Resolve data adaptation and functional collaboration issues between LLMs and legacy systems; Propose innovative application directions based on business pain points.