Machine Learning Engineer
Core
Build scalable machine learning and NLP systems to collect high-volume private market data and surface insights for the PitchBook Platform.
Role type
Machine Learning Engineer (NLP & Data Extraction)
Builds
Scalable ML systems, REST APIs, and data extraction pipelines for private market research
Domain
Financial services / Private equity / Venture capital
Deliverable
production ML models | product features
Required skills
Python, NLP, REST API design, SQL, unit testing, object-oriented programming
Preferred skills
Scalable system production experience, financial services domain knowledge
Technologies
Python, Flask, Django, SQL
Responsibilities
Design and develop new features and services using Python; Apply NLP and ML techniques to create novel views of private industry data; Transform AI/ML code into deployable, configurable systems; Analyze unstructured textual data to identify unique signals of private company performance; Partner with Product and Engineering teams to automate large-scale data processes
Seniority
Mid-level (2–4 years experience)