Software Engineer Internship (Business Intelligence AI)

The role

Data Intelligence Lab researches and develops deep learning algorithms for data analysis, prediction, and optimization. The intern will support the development of financial AI models, time-series forecasting, and multimodal models using unstructured and structured data.

What you will do

• Extract and structure information from unstructured financial documents such as SEC/DART disclosures and analyst reports
• Support experiments for time-series forecasting models and Time-Series/Tabular Foundation Models using structured and unstructured data
• Assist in developing financial time-series representation learning and text+time-series multimodal models
• Support design and simulation experiments for Agent-based financial decision-making models
• Support development and performance improvement of EXAONE BI-based specialized financial AI models
• Refine and process financial data for LLM training and evaluation

Required qualifications

• Undergraduate or graduate student or graduate in Computer Science, Computer Engineering, or related major
• Ability to use one or more programming languages such as Python
• Familiarity with development and work in Linux environments
• Experience using configuration management tools such as Git
• Ability to interpret English financial documents such as SEC disclosures
• Basic understanding of financial and accounting terms such as financial statements, accounting concepts, and securities terminology
• Available to work for at least 3 months starting from September

Nice to have

• Intermediate or higher proficiency in one or more languages among English, Chinese, or Japanese
• Experience with data processing and analysis projects
• Experience with financial data or Natural Language Processing (NLP)
• Experience using workflow and orchestration tools such as Kubernetes, Dagster, or Airflow
• Experience using distributed training frameworks such as DP, DDP, FSDP, or DeepSpeed
• Experience with Large Language Model (LLM) fine-tuning

Before you apply

• Document screening → Coding test & LG Way Fit Test (personality test) → Technical interview (online) → Final acceptance
• LG AI Research is not a military service designated company, so recruitment of specialized research personnel and transfers is not possible

About the company

Data Intelligence Lab researches and develops advanced deep learning algorithms to solve business challenges and improve productivity.