数据AI开发及应用工程师（财务方向）-集团信息系统
Core
Building ByteDance's group financial data warehouse and developing AI applications for financial scenarios.
Role type
Senior IC data engineer specializing in financial data warehousing and LLM application development.
Builds
Financial data warehouse, AI-driven financial analysis tools, and intelligent assistants for finance teams.
Domain
Finance + Data Engineering + Large Language Models
Deliverable
production ML models
Required skills
Data warehouse methodology, Hadoop, Hive, SQL, Java, Python, LLM principles, Prompt Engineering, RAG, Agent workflow orchestration, Text2SQL, dataset construction, evaluation systems
Preferred skills
Data lake implementation, Harness/Loop Engineering frameworks, MCP, NL2Data, financial domain expertise
Technologies
Hadoop, Hive, LLMs (GPT, Claude, Doubao, LLaMA, Qwen), Harness, Loop Engineering
Responsibilities
Design and implement financial data warehouse architecture; Develop and deploy AI applications for financial analysis and intelligence; Build and maintain high-quality datasets and evaluation frameworks for LLMs; Collaborate with business teams to translate financial requirements into data solutions.
Seniority
Senior, hands-on IC