Data Scientist

Job Summary

Building and evaluating machine learning approaches, the full-time Data Scientist will work remotely to develop embedding and LLM-based matching methodologies, analyze model behavior, and communicate findings to stakeholders.

Key responsibilities

• Build and evaluate ML approaches for company/entity matching
• Develop scoring and ranking methodologies to identify true matches and distinguish them from duplicates
• Design and execute experiments to validate hypotheses and analyze model behavior

Required qualifications

• 5+ years of professional Data Science / Machine Learning experience
• Strong applied Machine Learning fundamentals with hands-on experience in embeddings and semantic similarity
• Excellent Python and SQL skills
• Practical experience applying LLMs to real-world problems
• Strong understanding of scalability and ML inference costs