Middle ML & AI Engineer
Core
Design, develop, and fine-tune generative AI models and NLP pipelines to process unstructured data and surface insights for the PitchBook Platform serving capital markets professionals.
Role type
Middle Machine Learning & AI Engineer (Generative AI / NLP)
Builds
Production-grade ML systems, intelligent agents, and automated pipelines for financial data analysis
Domain
Financial services / Investment banking / Venture capital / Private equity
Deliverable
production ML models
Required skills
Python, PyTorch, Scikit-Learn, Spacy, LangChain, LangGraph, SQL, transformer architectures, vector databases, statistical modeling, data preprocessing, model training and evaluation
Preferred skills
Experience with Agentic AI, hybrid models, financial domain knowledge
Technologies
PyTorch, Scikit-Learn, Spacy, LangChain, LangGraph, LangSmith, vector databases
Responsibilities
Design and fine-tune transformer-based generative AI models; build automated pipelines using modern toolkits; process large volumes of unstructured data to extract insights; collaborate on scalable real-time data processing systems; mentor junior team members; present complex analyses to stakeholders
Seniority
Middle, hands-on IC with mentorship responsibilities
