The short answer: Hudson River Trading (HRT) has no Quantitative Developer title. The quant developer match is its engineering side: Software Engineer – C++ in Core Development, campus Software Engineers who interview in C++ or Python, Research Engineers and Algo Software Engineers. Algorithm Developer is HRT's quant research and trading role and overlaps this one only in its coding-heavy research work. HRT publishes the engineering stages: a timed coding test, one or two phone screens and a full day of onsite interviews on coding, debugging, technical design and team fit. HRT prohibits AI tools in interviews and assessments unless it says otherwise. Last reviewed October 2026.
Hudson River Trading Quantitative Developer at a Glance
Levels
Intern - Research Engineer
Hudson River Trading quantitative developer interview: quick answers
| Question | Short answer |
|---|---|
| How many interview rounds? | HRT describes a timed coding test, one or two phone screens and a full-day onsite of back-to-back interviews. It does not publish the number of onsite rounds and says your recruiter is the source of truth on round focus and structure. |
| What do the rounds test? | For engineers: coding and debugging, technical design, systems fundamentals such as memory, I/O and process management, problem solving, collaboration and communication. HRT says it avoids puzzle and trick questions. |
| Can I use AI tools? | No, unless HRT tells you otherwise. Current postings say: "Use of AI tools by an applicant during interviews or assessments is strictly prohibited, unless otherwise instructed or agreed upon." |
| How much does an HRT software engineer make? | US-dollar postings list a base of $200K to $300K for Software Engineer – C++ and Research Engineer, and a flat $300,000 for 2027 new-grad Software Engineers. Algorithm Developer postings list the same figures. |
| Can I choose my interview language? | Yes. Software engineering applicants pick C++ or Python interviews when they apply, and Algorithm Developer applicants also choose between C++ and Python. HRT says you may be asked to read code in an unfamiliar language. |
| How is Algorithm Developer different? | Algorithm Developers build the predictive trading models, run them live and analyze their daily performance, so the role overlaps quant research. Software Engineers build the trading systems and tools those models run on. |
The Hudson River Trading quantitative developer role
What Hudson River Trading quantitative developers work on, the skills its job postings ask for, and what a week can look like. Hudson River Trading posts the role as Software Engineer – C++ (Core Development), Software Engineer (C++ or Python) for new grads, and Research Engineer; Algorithm Developer is the research-leaning path.
Primary Focus
What You Need
- Advanced C++, used daily (experienced Software Engineer – C++)
- Linux
- System and processor performance
- Network communication
- C/C++ or Python with good CS fundamentals (campus)
- Strong data structures, algorithms and design (Research Engineer)
- Python and/or C++ (Algorithm Developer)
Nice to Have
- Interest in low-level architecture
- Python numerical, ML and data libraries such as pandas, scikit and PyTorch
- Statistical analysis, numerical programming or ML in Python, R or MATLAB (Algorithm Developer)
- C++ for low-latency trading (algorithm development interns)
Languages
Tools & Technologies
Want to ace the interview?
Practice with real questions.
A Week in the Life of a Hudson River Trading Quantitative Developer
Illustrative week · Hudson River Trading
An illustrative week for a quantitative developer, built from what Hudson River Trading says about the role in its own job postings and publications. Real weeks vary by team.
Culture notes
- Engineers at every level write code. HRT expects individual technical contributions from everyone, including engineering managers.
- Latency and scale share one bar. HRT says Trading Tech fights latency and R&D fights scale, with the same quality bar for both.
- Full-time roles are hybrid, with schedules that vary by team, and internships are fully in person.
Key takeaway: Expect to write and ship fast, fault-tolerant C++ or Python every day, close to the traders and Algo Developers who use it.
Hudson River Trading quantitative developer levels and pay
Your level sets the bar you are interviewed against and the pay band of the offer.
Hudson River Trading Quantitative Developer Levels
Each level has different expectations, compensation, and interview focus.
What This Level Looks Like
Summer internships, late May to mid-August, fully in person; finance knowledge is not required for software engineering.
Interview Focus at This Level
The coding test, phone screens and onsite, in C++ or Python as you choose.
Find your level
Practice with questions tailored to your target level.
HRT publishes no level ladder. Postings separate campus roles (2027 Grads, 2027 PhDs and internships) from experienced roles, such as Software Engineer – C++ at 1 or more years, so the pay table uses posting titles.
Pay in Hudson River Trading's US job postings
HRT's postings list an annual base salary in US dollars. The 2027 new-grad postings list a flat base plus a sign-on and a discretionary bonus.
| Posting | Location | US base salary range |
|---|---|---|
| Software Engineer – C++ | Austin, Chicago, London, New York | $200K to $300K |
| Research Engineer | London, New York | $200K to $300K |
| Software Engineer (C++ or Python) – 2027 Grads | Austin, Chicago, New York | $300K |
Algorithm Developer, the quant research and trading role, posts the same $200K to $300K range (and a flat $300,000 for 2027 graduates) but is left out of the table. London and Singapore campus roles have local bases. Weekly intern pay is in the FAQ, and the Low Level (C++) postings in Hong Kong and Singapore show no range. Ranges seen October 29, 2026.
Hudson River Trading quantitative developer interview process
The engineering steps follow HRT's own blog posts on interviewing (2021 and 2025) and its student page. Candidate reports add detail on round content. The Algo Developer step comes from candidate guides only, since HRT publishes nothing on its round content.
Screen
2 roundsCoding test
HRT says to test your own code, including corner cases, because the sample tests are not complete, and says the language may be restricted by role. HRT does not state the length. A 2024 intern candidate report describes three easy-to-medium problems.
Tips for this round
- Work a small example on paper first, as HRT suggests.
- Write your own tests, including corner cases; HRT says the sample tests are not complete.
Technical phone screens (1 to 2)
Screens can be exploratory conversations or technical. For engineers, HRT describes a discussion of systems knowledge, data structures or problem solving, and a team-specific programming exercise, in C++ or Python for some roles. Candidate reports describe OS internals, memory and C++ pointers and references in a 2026 software engineer screen, and data structure design and median finding in an Algo Developer screen.
Onsite
2 roundsOnsite final
Coding and debugging rounds, technical design discussions and team fit. HRT says it judges programming skill, systems fundamentals (memory, I/O and process management), problem solving, collaboration and communication. A 2024 intern candidate report describes all-C++ coding rounds, including implementing a pool allocator.
Tips for this round
- Practice debugging code you did not write, since HRT runs debugging rounds.
- Be ready to implement low-level pieces in C++, such as the pool allocator a candidate report describes.
- Expect at least some interviews in person.
Algo Developer rounds (candidate guides)
One candidate guide describes a 45-minute probability and brainteaser screen and a programming screen in a shared coding environment, then an onsite of programming, problem solving and project or behavioral sessions. Another describes about five one-on-one onsite rounds. Both mention expected value, classic probability and statistics checked with a quick Python simulation, and they disagree on whether a data-analysis round exists.
Tips to Stand Out
- Practice coding out loud and explaining technical topics to non-experts, as HRT suggests.
- Over-communicate: say when you are thinking quietly, switching approach, spotting a mistake or needing a hint.
- On the coding test, work a small example on paper first and test your own code, including corner cases.
- Know your fundamentals deeply. HRT names shallow fundamentals as the most common reason candidates fail.
- Listen to the question asked and do the real work instead of over-engineering around it.
- Ask your recruiter about round focus and structure, which HRT says differ by role and team.
Common Reasons Candidates Don't Pass
- ✗HRT says the most common failure is a shallow understanding of fundamentals.
- ✗Communication issues come next on HRT's list, followed by poor listening.
- ✗HRT lists avoiding the real work of a problem.
- ✗Arrogance and indifference are also on HRT's list.
- ✗Cheating is last on the list, and HRT says it does not welcome cheating candidates to interview again.
Based on Hudson River Trading's own pages and candidate reports.
HRT asks you to apply to only one posting, considers applicants for all open positions and says to allow up to 2 weeks for review. It does not publish an overall timeline. Last reviewed October 2026.
What is different at Hudson River Trading
- The titles split by job. HRT has no Quantitative Developer title: Algo Developers own the models, and Software Engineers build the systems, including Core Development, Algo Software Engineers who work alongside Algo Developers, and Research Engineers. Algorithm Developer is filed as quant research and trading and covers statistical modeling, running models live and analyzing their daily performance, so it matches this role only on its coding-heavy research side. HRT's 2025 engineering interview post treats Algo Development as a separate job family.
- Engineering splits into Trading Tech and R&D. HRT says Trading Tech's biggest challenge is latency and R&D's is scale. Trading Tech is about 70% C++ and 30% Python, R&D about the reverse, with the same quality bar for both. Each has Acceleration groups embedded in trading teams and Platform groups building shared products, and engineers are encouraged to rotate.
- HRT avoids puzzles. It says it does not ask burst-of-insight or trick questions, and that a strong programmer from a competitive firm should be able to pass without studying. You may be asked to read code in a language you do not know.
- The AI rule is strict and enforced. Postings prohibit AI tools in interviews and assessments unless HRT says otherwise, and say HRT may end the interview, disqualify you or rescind an offer. HRT's engineering blog says later stages make cheating much harder and that it does not welcome cheating candidates to interview again. The 2021 blog allowed books and the internet as a language reference, which predates the current rule.
- Microseconds matter in Core Development. HRT describes its trading system as on the Pareto frontier of latency and throughput. C++ engineers build market data, order entry and execution infrastructure next to hardware specialists, and the software interfaces with FPGAs and ASICs.
- Everyone writes code. HRT expects engineers at every level, including engineering managers, to make individual technical contributions, and it ships every day.
Hudson River Trading quantitative developer interview questions
Questions from our bank, then practice prompts we wrote for this guide around Hudson River Trading's work.
Questions from our bank
From the DataInterview question bank: questions tagged to Hudson River Trading first, then questions that fit quantitative developer interviews. Open one to answer it.
Subtraction Game with Forbidden Move Sequence
Unfair Casino Roulette Partial Kelly Tradeoff
Dynamic Skewing Game with Inventory Risk
Public Goods Game with Threshold and Refund
Tower Configurations
St Petersburg Paradox
Card Value Doubled
Red Blue Sock Equality
Low-latency and C++ practice
Prompts we wrote for this guide around Hudson River Trading's work. They are not reported interview questions. Each answer is an outline or a worked solution.
Implement a fixed-size pool allocator in C++ for order objects. What does it buy you over new and delete?
Sample Answer
Allocate one aligned block for N slots up front, sized and aligned for the object with alignas. Thread a free list through the unused slots by storing the next-free pointer inside each free slot. Allocate pops the head and constructs the object with placement new; free calls the destructor and pushes the slot back. Both are O(1) with no system calls, no fragmentation and good cache locality, and timing is predictable on the hot path. Say what happens when the pool runs out, and that this version is single-threaded; use one pool per thread or add synchronization.
What is the difference between a pointer and a reference in C++, and how can each one dangle?
Market data is handled on one core and order entry on another, joined by a queue. Sketch a single-producer, single-consumer ring buffer and the memory ordering it needs.
What happens between user space and the kernel when a process reads from a TCP socket, and why do trading systems try to avoid that path?
Systems practice
Prompts we wrote for this guide around Hudson River Trading's work. They are not reported interview questions. Each answer is an outline or a worked solution.
Design the path from a strategy's decision to an exchange order, and make it survive the failure of the machine it runs on.
Sample Answer
Keep the hot path short: the strategy calls into an order gateway in the same process, which runs risk checks and writes to the exchange session. For fault tolerance, run a standby that receives a stream of order and fill events, so it knows every open order. On failure, the standby takes over the session and reconciles open orders with the exchange before trading again. Decide what happens to orders in flight: cancel on disconnect is the safe default. Test failover regularly. HRT postings ask engineers to design recovery from hardware failures.
A strategy makes more money in simulation than in live trading. How do you find out why?
HRT ships every day. Design a release process for trading software that keeps daily releases safe.
Design a backtesting service that runs thousands of signal backtests a day on a shared compute cluster.
Probability practice
Prompts we wrote for this guide around Hudson River Trading's work. They are not reported interview questions. Each answer is an outline or a worked solution.
You roll a fair die and may reroll once, keeping the second roll. With the best strategy, what is your expected value?
Sample Answer
A reroll is worth 3.5 on average, so keep a first roll of 4, 5 or 6 and reroll 1, 2 or 3. The expected value is (4 + 5 + 6)/6 + (3/6) x 3.5 = 2.5 + 1.75 = 4.25.
A bet pays even money and wins with probability 0.55. What fraction of your bankroll does the Kelly criterion bet, and why might you bet less?
What is the probability that at least two of 30 people share a birthday? How would you check your answer with a quick simulation?
A strategy has daily P&L with mean $1,000 and standard deviation $10,000, independent across days. What is the chance a 100-day period loses money?
Behavioral practice
Prompts we wrote for this guide around Hudson River Trading's work. They are not reported interview questions. Each answer is an outline or a worked solution.
Tell me about a time you got a technical detail wrong in front of others. What did you do?
Sample Answer
HRT lists arrogance and poor listening among the most common interview failures. Say how you found out, how you corrected it quickly and openly, and what you changed afterward.
Explain a technical project you built to someone outside your field.
Tell me about a time you shared a tool or idea with another team.
Describe a time you chose a simple fix over a larger rewrite, or the other way round.
Practice problem: reorder a market data feed with gap detection
pythonA feed handler receives packets (seq, payload) that can arrive out of order or twice. Starting at start_seq, deliver payloads in sequence order. Ignore duplicates and any packet older than the next expected number. Hold early packets in a buffer. If the buffer holds more than max_buffer packets, declare the missing range lost: record (first_missing, last_missing) as a gap, jump to the lowest buffered sequence number and keep delivering. Packets still waiting at the end stay undelivered. Return (delivered, gaps). Example with start_seq = 1 and max_buffer = 2: [(1, "a"), (3, "c"), (2, "b"), (5, "e"), (6, "f"), (7, "g")] gives (["a", "b", "c", "e", "f", "g"], [(4, 4)]).
1from typing import List, Tuple
2
3def process_feed(packets: List[Tuple[int, str]], start_seq: int, max_buffer: int) -> Tuple[List[str], List[Tuple[int, int]]]:
4 """Return delivered payloads in order and the list of skipped gaps."""
5 pass700+ coding problems with a live code executor.
Practice in the EngineHow to prepare
A plan for the Hudson River Trading loop, most important first:
- Choose C++ or Python for your interviews, then practice coding and debugging in it daily, including reading code you did not write.
- Review systems fundamentals in depth: memory, pointers and references, I/O, processes and OS internals.
- Take timed coding tests and write your own corner-case tests, since HRT says the sample tests are incomplete.
- Practice low-level C++ pieces such as a pool allocator, a ring buffer and an order book, and explain their performance.
- Rehearse thinking out loud and explaining technical work to non-experts, which HRT asks for.
- If you are applying as an Algorithm Developer, add expected value and probability questions and quick Python simulations.
Practice path
Courses that cover the rounds above:
- Modern C++
- Data Structures and Algorithms
- Trading Systems Design
- System Design
- Probability for Quant Interviews
Are you ready for the Hudson River Trading quantitative developer interview?
1 / 6Can you solve a medium algorithm problem in C++ or Python in about 30 minutes, with tests?
Frequently Asked Questions
Does HRT hire Quantitative Developers?
Not under that title. The matching roles are Software Engineer – C++ (Core Development), campus Software Engineers in C++ or Python, Research Engineers and Algo Software Engineers, who build and improve research tools and the trading platform. Trading Systems Engineers and Electronic Trading Support Engineers run trading infrastructure and support, which is a different job.
Should I apply as an Algorithm Developer or a Software Engineer at HRT?
Algorithm Developers apply statistical analysis to market data to build predictive trading models, run them live and research execution and model-training methods. HRT calls it quant research and trading, so it suits you if you want to own models. Software Engineers and Research Engineers build the systems and tools those models depend on. HRT asks you to apply to only one posting and considers you for all open positions.
How much does an HRT software engineer make?
US-dollar postings seen in October 2026 list $200K to $300K base for Software Engineer – C++, Research Engineer and Algo Developer, and a flat $300,000 base for 2027 new-grad Software Engineers and Algorithm Developers, with a sign-on and discretionary bonus. The Summer 2027 internship postings in New York list a weekly base pay of $5,800, and HRT also pays interns a signing bonus and housing.
Can I use AI tools in an HRT interview?
No, unless HRT instructs or agrees otherwise. Postings say: "Use of AI tools by an applicant during interviews or assessments is strictly prohibited, unless otherwise instructed or agreed upon." They add that HRT may end the interview or assessment, disqualify the applicant or rescind offers if it finds AI was used, and HRT's blog says it does not welcome cheating candidates to interview again.
Do I have to interview in C++?
No. Software engineering applicants choose C++ or Python interviews, and fullstack candidates can choose TypeScript with Python. Some roles require C++ or Python for the team-specific exercise, and the coding test language may be restricted by role. A 2024 intern candidate report describes all-C++ onsite coding rounds.
What internships and new-grad roles does HRT offer?
Summer 2027 internships in software engineering (C++ or Python) and algorithm development, including a PhD internship, run late May to mid-August. Algorithm development interns rotate across high- and mid-frequency and ML teams. Full-time 2027 grad roles cover Software Engineer and Algorithm Developer, with a training program for new hires. HRT also runs winter programs in New York and early talent programs called Inside HRT and Explore HRT.
Do HRT engineers work in the office?
Internships are fully in person. Full-time roles are hybrid, with schedules that vary by team. Offices in the postings include New York, Chicago, Austin, London and Singapore, and HRT prefers at least some onsite interviews to be in person.




