Sr. 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 services and scalable data pipelines for insight generation, summarization, and semantic search.
Domain
Financial data analytics and AI/ML
Deliverable
production ML models
Required skills
NLP, transformer models, LLMs, Python, SQL, distributed systems, cloud-native development, containerization, model monitoring and evaluation
Preferred skills
LangChain ecosystem, Apache Kafka, Airflow, Snowflake, Java/Scala, fintech domain experience, peer-reviewed AI/ML research publications
Technologies
TensorFlow, PyTorch, scikit-learn, pandas, numpy, LangSmith, LangGraph, Docker, Kubernetes
Responsibilities
Design and deploy AI/ML models for NLP, summarization, and prediction; build scalable data pipelines; mentor peers and conduct code reviews; collaborate with product and data teams; experiment with emerging GenAI technologies; ensure model transparency and compliance.
Seniority
Senior, hands-on IC
