Quantitative Model Developer, Specialist
Core
Design, engineer, test, deploy, and support production software and AI/ML solutions that inform investment decisions, portfolio construction, trading, and risk management.
Role type
Senior IC quantitative model developer (AI/ML & GenAI)
Builds
Scalable, production-grade investment capabilities, pipelines moving models from research to production, and enterprise GenAI systems.
Domain
Quantitative finance / Investment management / Machine Learning
Deliverable
production ML models
Required skills
Python, software engineering, machine learning, statistical learning, optimization, cloud environments, system design, automated testing, CI/CD, MLOps, feature engineering, LLM orchestration, RAG, vector databases, embeddings, agentic AI
Preferred skills
Generative AI, deep learning, knowledge graphs, distributed computing, cloud-native architectures, master's or PhD in quantitative discipline
Technologies
Python, CI/CD, Cloud, MLOps, LLM, RAG, Agentic AI, Vector databases
Responsibilities
Develop and deploy ML/statistical/optimization models for security selection, alpha research, and portfolio construction; Build and maintain data/model pipelines from research to production; Design and implement enterprise GenAI systems (RAG, semantic search, agentic workflows); Create reusable frameworks and platform capabilities; Establish standards for testing, validation, reproducibility, and operational excellence; Assess and apply emerging technologies to improve investment outcomes.