Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started
Interview Guides/DV Trading
D
DV TradingCompany guide
Updated weekly · Reviewed by the Dataford team

DV Trading interview process & guide 2026

Interview difficulty 4.8 / 10Based on 55 interview reports

Everything we know about interviewing at DV Trading: the process stage by stage, what each round tests, and compensation by level.

Quantitative AnalystSoftware EngineerDevOps EngineerResearch AnalystData Analyst
Practice DV Trading questionsSee the process

At a glance

4.8/ 10
Interview difficulty 4.8 / 10
Rated by candidates who reported interviewing here. Harder than 62% of companies we track.
5
Role guides
55
Interview reports
12
Topics tracked
$155k
Median total comp
5 rounds
  1. 1
    Initial Screening
  2. 2
    Online Assessment
  3. 3
    Deep-Dive Technical Rounds
  4. 4
    Live Market Simulations
  5. 5
    Final Behavioral and Technical Assessments
01 · Overview

Interviewing at DV Trading

DV Trading's interview process is structured to rigorously evaluate both technical and behavioral competencies. The process typically begins with initial screenings and progresses through various technical and behavioral assessments. Candidates can expect a mix of interviews, assessments, and simulations tailored to the specific role they are applying for.

The interviews at DV Trading focus heavily on technical skills, particularly in areas such as Bayes' Theorem, Probability Theory, and DevOps Engineering. Candidates should also be prepared for questions on Market Making, Conditional Probability, and Data Structures & Algorithms. The company places a high emphasis on technical proficiency, as evidenced by the prominence of these topics in their interviews.

The timeline for DV Trading's interview process can vary, but candidates should be prepared for multiple stages that may include online assessments, technical deep-dives, and final behavioral evaluations. Following the interviews, candidates can expect to hear back regarding offers, with an overall offer rate of about 30.9%.

Good to know

DV Trading places a significant emphasis on technical skills, especially in areas like Bayes' Theorem and Probability Theory, which are top priorities in their interviews.

02 · Difficulty and outcomes

How hard is the DV Trading interview?

Aggregated from 55 interview experiences
Difficulty mix
Easy27%
Medium56%
Hard17%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
31%about 1 in 3

About 1 in 3 candidates with a known outcome convert.

17 offers across 55 reports with a stated outcome.
Experience sentiment
45%positive
Positive 45%Neutral 31%Negative 24%
03 · The loop

The interview process, end to end

5 rounds · based on 55 candidate reports
  1. 1
    Initial Screening

    The process begins with an initial screening to assess candidate suitability and fit. This may involve a recruiter screen or a phone interview.

    Candidate Fit · Technical Aptitude
  2. 2
    Online Assessment

    Candidates complete an online assessment to evaluate their coding and math skills. Preparation should focus on technical skills and problem-solving.

    Coding Skills · Mathematics
  3. 3
    Deep-Dive Technical Rounds

    These in-depth technical interviews focus on the candidate's expertise and are conducted by senior traders or managers. Be prepared to discuss technical topics extensively.

    Technical Expertise · Problem Solving
  4. 4
    Live Market Simulations

    Candidates participate in live market simulations to demonstrate their decision-making under pressure. Practice with market scenarios is beneficial.

    Decision Making · Market Knowledge
  5. 5
    Final Behavioral and Technical Assessments

    The final evaluations focus on both behavioral and technical competencies. Candidates should demonstrate cultural fit and technical proficiency.

    Behavioral Skills · Technical Competence
04 · Topic breakdown

What DV Trading actually tests for

How prominent each skill is across reported loops
100%
Bayes' Theorem
100%
Excel
100%
DevOps Engineering
100%
Probability Theory
100%
Data Structures & Algorithms (DSA)
95%
Market Making
86%
Probability
83%
Conditional Probability
61%
Discrete Mathematics
53%
Quantitative Development
51%
C++ Programming
22%
Spatial Reasoning
Tested less
Tested more
05 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions DV Trading interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Quantitative Analyst
$100k-$200k total comp
Real questions · Loop structure · Pay bands
Open the guide
Software Engineer
$105k-$350k total comp
Real questions · Loop structure · Pay bands
Open the guide
DevOps Engineer
$200k-$250k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 5 of 5 role guides
Data Analyst
$135k-$175k
Open guide
Research Analyst
$120k-$140k
Open guide
06 · Compensation

What DV Trading pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $155k
Level$100kTotal comp range$350kTotal
All levels
Base $100k-$313k
$100k-$350k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare thoroughly for questions on Bayes' Theorem and Probability Theory, as these are heavily emphasized in the interviews.
  • Demonstrate strong technical skills in DevOps Engineering and Infrastructure as Code, as they are critical for success in technical rounds.
  • Practice live market simulations to showcase your decision-making and problem-solving abilities under pressure.
  • Engage actively during peer interactions to highlight your collaborative skills and technical understanding.

Avoid this

  • Do not underestimate the importance of the initial screening; it sets the stage for the rest of the interview process.
  • Avoid neglecting preparation for technical assessments, as they are a critical component of the evaluation.
  • Do not focus solely on coding skills; ensure you are well-versed in probability and quantitative development topics.
  • Avoid being overly casual in behavioral interviews; cultural fit and communication skills are also assessed.
08 · FAQ

DV Trading interview FAQ

Answered from real candidate and workplace data
How difficult are the interviews at DV Trading?

The interviews are generally of medium difficulty, with 55.8% of candidates reporting this level. There are fewer reports of hard interviews, and none of very hard.

How long does the interview process take?

The process involves multiple stages, including screenings, technical assessments, and behavioral interviews. The exact timeline can vary depending on the role.

What topics should I prioritize in my preparation?

Focus on Bayes' Theorem, Probability Theory, and DevOps Engineering, as these are highly emphasized in DV Trading's interviews.

Can I reapply if I don't get an offer?

The data does not specify reapplication policies, but it is generally advisable to wait a significant period and improve your skills before reapplying.

What is the offer rate at DV Trading?

The offer rate is approximately 30.9%, indicating a competitive selection process.

09 · In their words

What people say about DV Trading

Verbatim snippets from employee and candidate reviews
“The former CTO was exceptional, and the legacy Allston tech team remains solid, with new hires adding value to the front office.”
Software Engineer1.0
“The lack of C-Suite leadership, communication, and culture has led to a challenging environment, resulting in the departure of great talent.”
Software Engineer1.0
“Management should prioritize communication and be more present to foster a better workplace environment.”
Software Engineer1.0
“Level 3 prop shop at its best, but current conditions make it not worth it.”
Software Engineer1.0
10 · Keep prepping

Related company guides

Companies that hire for the same data roles
OpenAI35 guidesByteDance31 guidesInstacart31 guidesUber30 guidesAffirm28 guidesBarclays28 guides
On this page0% read
OverviewHow hard is it?The interview processWhat DV Trading evaluatesQuestions and role guidesCompensation by levelInsider tipsFAQWhat people sayRelated guides
Prep for DV Trading with a plan

A day by day plan built from this guide, with the questions DV Trading actually asks.

Build my plan

Ready for your DV Trading interview?

Practice the exact questions from this guide with AI feedback, and walk into your loop knowing what to expect.

Start practicing freeView pricing
Keep exploring

Browse every guide, role and company

Roles at DV Trading
DV Trading Data AnalystDV Trading DevOps EngineerDV Trading Quantitative AnalystDV Trading Research AnalystDV Trading Software EngineerAll 5 roles
DV Trading prep plans
DV Trading Interview QuestionsDV Trading Software Engineer Interview QuestionsDV Trading Quantitative Analyst Interview QuestionsDV Trading Research Analyst Interview QuestionsAll prep collections
Other companies
OpenAI interview questionsByteDance interview questionsInstacart interview questionsUber interview questionsAffirm interview questionsBrowse all companies
Keep exploring
All interview guidesPractice questionsBrowse companies