Quantitative Developer (Machine Learning & AI)
Core
Build scalable, cloud-native ML workflows and operationalize machine learning/AI solutions to support investment decisions, risk management, and portfolio performance in private markets.
Role type
Senior IC quantitative developer (machine learning & AI)
Builds
Production-ready ML solutions, cloud-native workflows, and secure AI-integrated research platforms
Domain
Asset management / Private markets / Financial services
Deliverable
production ML models
Required skills
Python, Scikit-learn, TensorFlow, PyTorch, Spark ML, ML operations (orchestration, artifact management, CI/CD), cloud operations (AWS Lambda, Step Functions, S3, DynamoDB), data modeling, software architecture
Preferred skills
Time-series forecasting, generative AI / LLM integration, asset management domain knowledge, research publications
Technologies
AWS (Lambda, Step Functions, S3, DynamoDB), Python, Scikit-learn, TensorFlow, PyTorch, Spark ML
Responsibilities
Develop data validation, feature engineering, model evaluation, and forecast-quality controls; Integrate generative AI and large language models into secure business workflows; Evaluate emerging technologies to strengthen competitive position
Seniority
Senior, hands-on IC
