Goldman Sachs Software Engineer Interview Guide

The short answer: For campus hires, Goldman Sachs says the process starts with a recorded video interview, then an online assessment: a 30-minute Software Fundamentals challenge and, for engineering roles, a 45-minute Software Diagnostics challenge where you debug an existing app with a limited built-in AI assistant. The final round is a Superday of two to five interviews, depending on the division. Experienced hires interview with one division for one role at a time, and candidate reports describe a 1-hour live coding screen before the Superday. Candidate reports say Superday rounds cover coding, system design, software engineering practices and your resume. Last reviewed October 2026.

Goldman Sachs software engineer interview: quick answers

The Goldman Sachs software engineer role

What Goldman Sachs engineers work on, the skills its job postings ask for, and what a normal week looks like.

Goldman Sachs software engineer levels and pay

Your level sets the bar you are interviewed against and the pay band of the offer.

Goldman uses bank corporate titles for engineers: Analyst, Associate and Vice President. Postings state the title, but the years asked for vary. Most Associate postings ask for 3+ years, while one AI/ML Associate posting asks for 8+ and pays the same band as a Vice President posting.

Pay in Goldman Sachs's US job postings

Goldman Sachs's US postings list a base salary range and add that you may be eligible for a discretionary bonus. None of them mention equity.

Rows use the corporate title each posting states. The AI/ML Associate posting asks for 8+ years and pays the same band as a Vice President posting that asks for 7+. No US Analyst posting with a pay range was open, and Dallas and Salt Lake City postings print no salary. Ranges seen October 27, 2026.

Goldman Sachs software engineer interview process

The campus steps come from Goldman's own student prep and assessment pages. The live coding screen and the content of each Superday round come from candidate reports.

Based on Goldman Sachs's own pages and candidate reports.

Goldman says campus engineering candidates should hear back within three weeks of finishing the assessment. One candidate reported a four-round Superday about a month after the technical screen, and candidate reports describe rejections at the Superday despite positive feedback, since the final stage is competitive. Last reviewed October 2026.

What is different at Goldman Sachs

• The assessment includes a debugging task in a real app. Goldman says engineering candidates fix an existing Django, Node.js or Spring Boot app, with a limited AI assistant built in, alongside the algorithms challenge.
• AI rules differ by step. Goldman coaches candidates to use the built-in assistant the way they would on the job and to check its output. A 2025 news report says the firm bars outside sources such as ChatGPT and Google search in campus interviews.
• The final round is a bank-style Superday of back-to-back interviews. Goldman says campus Superdays have two to five interviews depending on the division.
• Candidate reports describe a separate round on software engineering practices, with questions on codebase size, testing and release practices, alongside coding and system design.
• You are hired into a corporate title and a division. Postings name titles such as Associate and Vice President and divisions such as Global Banking & Markets or The Core, and the division shapes the domain questions.

Goldman Sachs software engineer interview questions

Coding problems from our bank tagged to Goldman Sachs, then design, fundamentals and behavioral prompts we wrote for this guide.

1from typing import List, Tuple
2
3def match_orders(orders: List[Tuple[int, str, int, int]]) -> List[Tuple[int, int, int, int]]:
4    """Return (buy_id, sell_id, price, qty) for every trade, in order."""
5    pass

1import heapq
2from typing import List, Tuple
3
4def match_orders(orders: List[Tuple[int, str, int, int]]) -> List[Tuple[int, int, int, int]]:
5    bids = []  # max-heap by price: entries [-price, seq, order_id, remaining_qty]
6    asks = []  # min-heap by price: entries [price, seq, order_id, remaining_qty]
7    trades = []
8    for seq, (oid, side, price, qty) in enumerate(orders):
9        if side == "B":
10            while qty and asks and asks[0][0] <= price:
11                best = asks[0]
12                fill = min(qty, best[3])
13                trades.append((oid, best[2], best[0], fill))
14                qty -= fill
15                best[3] -= fill
16                if best[3] == 0:
17                    heapq.heappop(asks)
18            if qty:
19                heapq.heappush(bids, [-price, seq, oid, qty])
20        else:
21            while qty and bids and -bids[0][0] >= price:
22                best = bids[0]
23                fill = min(qty, best[3])
24                trades.append((best[2], oid, -best[0], fill))
25                qty -= fill
26                best[3] -= fill
27                if best[3] == 0:
28                    heapq.heappop(bids)
29            if qty:
30                heapq.heappush(asks, [price, seq, oid, qty])
31    return trades
32
33# Complexity: O(n log n) time, since each order is pushed and popped at most once and each trade
34# either finishes the incoming order or removes a resting one; O(n) space for the book.

How to prepare

A plan for the Goldman Sachs loop, most important first:

1. Practice debugging in existing codebases: pick an open source Django, Node.js or Spring Boot app, break something and fix it with a test, under a 45-minute timer.
2. Drill data structures, algorithms and complexity at easy to medium difficulty for the Fundamentals challenge and the live coding screen.
3. Prepare to talk about how your teams tested, reviewed and released code, with real numbers on codebase size, test coverage and release frequency.
4. Practice system design for finance-flavored problems such as market data, P&L or cash positions, with attention to audit trails and failure handling.
5. Read about the division you applied to and map your stories to Goldman's five engineering tenets.
6. Rehearse short on-camera answers for the recorded video interview, including why Goldman and why that division.

Practice path

Courses that cover the rounds above:

• Data Structures and Algorithms
• System Design
• Python Basics
• Modern C++