TWG Global
Executive Director / Director, AI Data Science (Fixed Income/Investment Banking)
$299K–$390K
Santa Monica, California +1 · Director · Full-time · Posted Jun 23, 2026
- Location
- Santa Monica, California
New York, New York - Experience
- 10 or more years in data science or machine learning.
- Education
- Master's or PhD in Data Science, Statistics, Computer Science, Financial Engineering, Quantitative Finance, or a related discipline.
About the job
Leads AI and data science initiatives for fixed income and investment banking, developing models for pricing, risk, trading, and banking workflows while setting technical direction and mentoring a team.
What you'll do
- Lead AI/ML projects and develop models for instrument valuation, market forecasting, credit risk, and interest-rate analysis.
- Set technical standards for experimentation, reproducibility, model governance, and responsible AI in a regulated capital markets environment.
- Partner with business and risk leaders, influence senior stakeholders, and mentor data scientists.
What they ask for
- 10 or more years of data science or machine learning experience, including delivery of enterprise-impact projects and direct work in fixed income, capital markets, or quantitative finance.
- Expertise in advanced machine learning, causal inference, deep learning, statistical modeling, and time series analysis; working knowledge of fixed income fundamentals.
- Demonstrated success leading end-to-end projects and influencing senior stakeholders in a trading, banking, or risk function.
- Hands-on technical depth in Python (or R), cloud-based platforms, and modern ML frameworks; experience mentoring or leading small teams.
Nice to have
- Experience with Palantir platforms (Foundry, AIP, Ontology) and model risk management or validation standards such as SR 11-7.
- Experience with KDB+/q or similar time series stores, vector databases, knowledge graphs, LLM application frameworks, or relevant cloud/AI certifications.
Pay
$299,000-390,000 USD base salary
Tools
Python, R, Palantir, Foundry, AIP, Ontology, KDB+/q, AWS
AI focus
Leads applied AI/ML for fixed income and investment banking, including generative AI, causal inference, LLM-based analytics, RAG, simulation, pricing, risk, and market forecasting.
Model-written summary · the original posting is authoritative