Machine Learning Engineer
Core
Design, build, and operationalize AI/ML models (NLP, GenAI, LLMs) to extract insights from structured and unstructured data for the PitchBook Platform.
Role type
Senior IC machine learning engineer (NLP/GenAI)
Builds
Production-grade AI/ML features and scalable data systems for financial insight generation
Domain
Fintech / Financial Data Platforms
Deliverable
production ML models
Required skills
NLP, Generative AI, Large Language Models (LLMs), Python, SQL, TensorFlow, PyTorch, scikit-learn, pandas, numpy, LangChain, Apache Kafka, Airflow, Docker, Kubernetes
Preferred skills
Production GenAI/LLM systems, Snowflake, Java, Scala, research paper authoring, fintech domain experience
Technologies
LangSmith, LangGraph, Snowflake, Apache Kafka, Airflow, Docker, Kubernetes
Responsibilities
Design and deploy AI/ML models for semantic search, summarization, and classification; build scalable data pipelines; collaborate on architectural decisions; mentor junior engineers; evaluate emerging GenAI technologies; ensure model monitoring and compliance.
Seniority
Senior, hands-on IC
