Deskripsi pekerjaan Economic AI Researcher PT. Ebdesk Teknologi
You'll create autonomous AI agents capable of understanding, reasoning, and generating strategic economic insights from massive volumes of structured and unstructured data.This is an opportunity to work on cutting-edge technologies including Agentic AI, Large Language Models, RAG, Knowledge Graphs, Economic Intelligence, and advanced analytics—while solving real-world challenges that shape business and policy decisions.
Key Responsibilities:
AI & Machine Learning
- Design, develop, and deploy Machine Learning and Deep Learning models for economic prediction and intelligence.
- Develop forecasting models for macroeconomic indicators, industry performance, market dynamics, inflation, commodity prices, and other economic variables.
- Build explainable AI (XAI) models to support strategic decision-making.
- Optimize model performance through feature engineering, experimentation, and continuous evaluation.
Agentic AI & LLM
- Design and develop AI Agents capable of autonomous reasoning, planning, and executing analytical workflows.
- Build LLM-powered applications using Retrieval-Augmented Generation (RAG), vector databases, and semantic search.
- Develop multi-agent systems for economic research, monitoring, and report generation.
- Integrate external APIs, databases, and enterprise systems into AI workflows.
- Evaluate and improve AI agent performance using structured evaluation frameworks.
Economic Intelligence
- Analyze macroeconomic, financial, trade, industry, policy, and media datasets.
- Develop statistical and econometric models to identify trends and estimate economic impacts.
- Analyze policy changes, public sentiment, and news to generate strategic economic insights.
- Transform complex analytical findings into actionable recommendations for stakeholders.
Data Science & Engineering
- Build scalable data pipelines for structured and unstructured datasets.
- Automate data collection, preprocessing, feature engineering, and model deployment.
- Collaborate with Data Engineers to ensure data quality, governance, and scalability.
- Develop reusable analytical services and APIs to support AI applications.
Research & Innovation
- Explore and implement state-of-the-art AI techniques, including Generative AI, Agentic AI, LLMs, Graph RAG, Knowledge Graphs, and Multimodal AI.
- Conduct experiments and benchmark emerging AI models for economic intelligence applications.
- Stay updated with the latest advancements in AI, machine learning, and economic analytics.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, Mathematics, Economics, Econometrics, Artificial Intelligence, or related disciplines.
- Minimum 2 years of experience in Data Science, AI, Machine Learning, or Economic Analytics.
- Strong understanding of statistics, probability, optimization, and machine learning algorithms.
- Experience working with economic, financial, market, or public datasets is highly preferred.
