Job Description

Overview

At Goldman Sachs , Portfolio Analytics Strategists (often referred to as “Strats”) are the bridge between high-level mathematical modeling and live trading floor execution. In this Analyst/Associate role within the Quantitative Engineering team in London, you will be embedded in the Global Banking & Markets division. You will design, implement, and manage the analytics infrastructure—including real-time pricing and risk engines—that powers one of the world’s most sophisticated trading environments.

Your Impact & Responsibilities

Risk Capability Engineering: Architect state-of-the-art risk management tools, ensuring they are both computationally fast and reliable for diverse trading desks.
Systematic Market Analysis: Perform quantitative deep-dives into various asset classes to implement optimal risk calculations and hedging strategies.
Direct Trading Support: Work on the desk alongside traders, providing immediate technical and quantitative support for risk systems during market volatility.
Full-Stack Lifecycle: Own the software development life cycle (SDLC), from initial prototyping of mathematical models to production-level coding and infrastructure collaboration.

Job Data Table

Category	Details
Company Name	Goldman Sachs, Inc.
Location	London, United Kingdom
Locality	City of London (Plumtree Court)
Country	United Kingdom
City	London
Region	Europe
Job Type	Full-time
Salaries	£80,000 – £225,000 (Total Comp Est.)
Experience Level	Analyst / Associate (0–5 years)
Travel	Minimal
Language	English
Benefits	Performance Bonus, Deferred Stock, Wellness/Mindfulness programs

Skills & Competency Table

Key Skill	Level
Programming (C++, Java, or Python)	Expert
Mathematical Modeling / Stochastic Calculus	Advanced
Risk Analytics (VaR, Greeks, Stress Testing)	Advanced
Object-Oriented / Functional Paradigms	Advanced
Derivatives Knowledge	Intermediate to Advanced
Communication (Stakeholder Management)	Expert

Salaries Pay Calculator Table

Role Level	Base Salary (Est.)	Bonus Range (Est.)	Total Compensation	Notes
Analyst (1st Year)	£65,000 – £75,000	25% – 60%	£80k – £120k	Typically 100% cash bonus.
Associate (3rd Year)	£100,000 – £130,000	60% – 120%	£160k – £285k	10-20% of bonus may be deferred stock.
Top Performer	£130,000+	120%+	£300k+	Reserved for 1st-tier “Strats” at Associate level.

Job Summary

Embedded within Goldman Sachs’ London trading floor, this role involves developing cutting-edge risk and pricing analytics. As a Portfolio Analytics Strat, you will translate complex mathematical models into production-ready software (Python/C++/Java) to drive real-time trading decisions. It requires elite quantitative skills and a high-paced, collaborative mindset.

5 FAQs

What is the difference between a “Strat” and a “Quant”? At GS, a “Strat” is often more integrated with the desk, handling both model creation and the technological implementation (coding) of those models.
What programming languages are preferred? C++ is common for low-latency pricing, while Python is the standard for data analysis and risk modeling.
Do I need a PhD? While a PhD is highly valued, a strong Master’s in a quantitative field (Math/Physics/CS) with significant coding ability is sufficient.
Is this role front-office? Yes, you will be sitting on the trading floor and interact daily with traders and business leaders.
Are there remote options? Goldman Sachs maintains a strong in-office culture; This role is primarily on-site in London.

Expert Analysis

In 2026, the boundary between “Banking” and “Big Tech” has disappeared for GS Quants. This role is no longer just about pricing Black-Scholes; it is about distributed computing and auto-differentiation (AAD) for real-time risk. Successful candidates are “Polyglots” who can talk stochastic calculus with researchers and latency with infrastructure engineers.

Location & Logistics Guide

The role is based at Plumtree Court , Goldman Sachs’ state-of-the-art London headquarters in the heart of the City. The office is a short walk from Farringdon and St. Paul’s stations, providing easy access via the Elizabeth Line and Central Line. Wikipedia URL:https://en.wikipedia.org/wiki/City_of_London

Career Path

An Analyst typically promotes to Associate within 2.5–3 years. From there, the path leads to Vice President (VP) , where you take ownership of specific desk strategies. Long-term, high performers reach Managing Director (MD) , overseeing global quantitative engineering divisions or pivoting into Portfolio Management.

To apply for this job please visit www.efinancialcareers.co.uk.