Machine Learning Engineer

Job Summary

A company is looking for a Machine Learning Engineer to enhance and optimize their data extraction pipeline for commercial real estate lease processing.

Key Responsibilities

• Improve and maintain the data extraction pipeline for lease document processing
• Fine-tune and retrain existing ML models for text categorization
• Own the QA process for ML outputs and continuously optimize model performance

Required Qualifications

• Proven experience in machine learning, focusing on text classification and document processing
• Strong proficiency in Python and core NLP libraries (e.g., spaCy, NLTK, scikit-learn, transformers)
• Experience with TF-IDF vectorization and traditional ML techniques for text classification
• Familiarity with OCR technologies and PDF parsing tools
• Experience deploying models on AWS and working with APIs like OpenAI and Claude