Applied Data Scientist

About the job

About HG Insights HG Insights is the pioneer of Revenue Growth Intelligence. For more than a decade, we have delivered comprehensive, AI-driven datasets on B2B buyers, technology adoption, IT spend, and buyer intent, sourced from billions of data points. Today, we are a trusted partner to Fortune 500 technology companies, hyperscalers, and innovative B2B vendors seeking precise go-to-market analytics and decision-making. Role Overview We are looking for an Applied Data Scientist to build and productionize classification and extraction models that power AI agents and semantic data systems. This role focuses on converting large-scale unstructured data into high-quality structured signals that feed semantic layers, knowledge graphs, and downstream AI workflows. The role works closely with AI engineering and platform teams and owns the ML lifecycle from problem framing and dataset design to model deployment and quality monitoring. This is a hands-on role with strong emphasis on practical ML systems, not academic research or dashboard analytics. Key Skills: These are exactly right for your Applied DS / AI-agent role: - Strong experience with NLP models: Transformers, BERT, NER - Hands-on model training using PyTorch / TensorFlow