Optimization Research Scientist
An applied research role at the asset manager, turning loosely defined investment and business questions into optimisation problems. It works directly with senior investment stakeholders and engineering partners.
What you’d work on
Our reading of the posting: what a new hire in this role would most likely spend their first months on.
- Frame business and investment problems with objectives, constraints and decision variables
- Build optimisation, simulation and machine learning frameworks
- Create usable research datasets from noisy, incomplete data
- Evaluate results with out-of-sample tests, backtests and robustness checks
- Hand promising work to engineers for scaling
What they ask for
Required
- Applied research in quantitative modelling, optimisation and machine learning
- Building optimisation models for real decisions
- Working with noisy or incomplete data
- Out-of-sample testing, simulation and backtesting
- Python
- Communicating tradeoffs to business leaders
Preferred
- Statistical, machine learning and deep learning
- SageMaker or Databricks
- Optimisation solvers
- Investment management or quantitative finance experience
- CFA programme
- Education
- No degree level stated
- Experience
- Applied research experience in quantitative modelling and optimisation; years not stated
- Languages and tools
How to prepare
- Formulate and solve a constrained portfolio optimisation with a convex solver
- Study robust optimisation and sensitivity to estimation error
- Practise writing out objectives, constraints and success metrics for a vague problem
- Build a backtest harness with proper out-of-sample splits
What to study
- Linear Algebra, Optimisation and Numerical Methods
- Portfolio Theory and Quantitative Investment
- Quantitative Research, Data and Backtesting
- Financial Machine Learning
- Python for Quantitative Finance
The Portfolio and Factor Quant roadmap sets out the stages for this kind of role, with free resources for each.
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Read the full posting on Vanguard’s site before applying: requirements, location and pay can change after we check them.
View the posting on Vanguard’s site ↗
SelfMadeQuant wrote this summary from the employer’s public posting, last checked 6 November 2026. SelfMadeQuant isn’t affiliated with Vanguard and doesn’t handle applications.