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HandshakeCompany guide
Updated weekly · Reviewed by the Dataford team

Handshake interview process & guide 2026

Interview difficulty 4.7 / 10Based on 417 interview reports

Everything we know about interviewing at Handshake: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.

Software EngineerAccount ExecutiveCustomer Success EngineerMarketing Analytics SpecialistUX/UI DesignerData Engineer
Practice Handshake questionsSee the process

At a glance

4.7/ 10
Interview difficulty 4.7 / 10
Rated by candidates who reported interviewing here. Harder than 56% of companies we track.
21
Role guides
417
Interview reports
12
Topics tracked
$188k
Median total comp
5 rounds
  1. 1
    Recruiter Screen
  2. 2
    Technical Screening
  3. 3
    Technical Assessments
  4. 4
    Virtual Onsite Panel
  5. 5
    Presentation and Hiring Manager Conversations
01 · Overview

Interviewing at Handshake

Handshake runs a fairly structured interview loop with early recruiter contact, then technical evaluation, then panels and stakeholder-style exercises. Across candidate reports, the process is often described as “calm,” “trackable,” and “professional,” with multiple sequential meetings where each step has a purpose.

What you are being tested on aligns strongly with the topic mix they ask about: SQL (percentile 100), system design (percentile 92), backend engineering (percentile 100), and role-specific technical areas that also show up at percentile 100, including Machine Learning Engineering, UX/UI Design, Project Management, Customer Success Management, Financial Analysis, Product Management, and iOS Development. They also assess stakeholder management (percentile 72), scenario based reasoning (percentile 65), and communication skills (percentile 63).

Expect a mix of screening plus deeper work: an initial recruiter screen and technical screening, then technical assessments that can include SQL and Python, online or live coding, take home work, and a virtual onsite panel. Candidate reports also suggest that, depending on the track, you may face CodeSignal style coding screens, pair or collaboration style coding, systems design reasoning, presentations, mock discovery style calls, and behavioral interviews.

Good to know

The topics data shows unusually broad technical coverage at percentile 100 across many different role families (for example SQL, UX/UI, ML engineering, CS management, financial analysis, product management, iOS, backend), so your best preparation depends on the specific role track you are interviewing for, not just on general “data” skills.

02 · Difficulty and outcomes

How hard is the Handshake interview?

Aggregated from 417 interview experiences
Difficulty mix
Easy23%
Medium66%
Hard11%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
45%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

185 offers across 409 reports with a stated outcome.
Experience sentiment
55%positive
Positive 55%Neutral 11%Negative 34%
Reports by year
46
39
33
34
18
20222023202420252026
By interview date. The current year is partial.
03 · The loop

The interview process, end to end

5 rounds · based on 417 candidate reports
  1. 1
    Recruiter Screen

    You start with a recruiter conversation to align on your background and expectations, and to assess your fit and interest. Candidate reports often describe this step as structured, with clearer timelines when the recruiter manages the process well.

    Short call · recruiter alignment · role fit · communication
  2. 2
    Technical Screening

    You move into a technical screening that can include high level system design discussion or a coding and architecture exercise. Reported variants include an online assessment or live coding focused on SQL and Python, plus a take home assignment in some cases, followed by a technical phone screen with a hiring manager.

    Varies by candidate · sql · coding · system design
  3. 3
    Technical Assessments

    You demonstrate technical skills through one or more assessments, described as rigorous and including deep dives into past work and technical challenges. This stage aligns with the overall topic emphasis on SQL and systems design, and with candidate reports describing multi-part coding challenges.

    Varies by candidate · implementation · problem solving · sql reasoning
  4. 4
    Virtual Onsite Panel

    You participate in a panel format that can include project pairing, mobile system design style interviewing, behavioral conversations, and multiple sessions with different interviewers. Candidate reports describe onsite blocks that can last around five hours and include coding plus systems design and additional role relevant chats.

    Single day or split day · stakeholder management · behavioral · systems design
  5. 5
    Presentation and Hiring Manager Conversations

    Depending on the role track, you may do a panel presentation or final deck evaluation, and you may have a hiring manager conversation. Reports also mention mock discovery style calls and executive level conversations, but the exact combination varies.

    Varies by candidate · communication skills · product or strategic thinking · leadership
04 · Topic breakdown

What Handshake actually tests for

How prominent each skill is across reported loops
100%
SQL
95%
Pair Programming
91%
System Design
80%
Coding Interview Problem Solving
74%
Live Coding
66%
FP&A (Financial Planning & Analysis)
64%
Technical Phone Screen
60%
Stakeholder Management
58%
Problem Solving
58%
Retail Operations Management
53%
Communication Skills
52%
Cross-functional Collaboration
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 Handshake interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Software Engineer
$40k-$940k total comp
Real questions · Loop structure · Pay bands
Open the guide
Account Executive
$111k-$302k total comp
Real questions · Loop structure · Pay bands
Open the guide
Customer Success Engineer
$140k-$175k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 21 role guides
AI Engineer
$38k-$259k
Open guide
AI Trainer
$166k-$276k
Open guide
Business Analyst
Questions and loop structure
Open guide
Data Analyst
$177k-$177k
Open guide
Data Engineer
$184k-$230k
Open guide
Data Scientist
$150k-$200k
Open guide
Engineering Manager
Questions and loop structure
Open guide
Financial Analyst
$166k-$166k
Open guide
Forward-Deployed Engineer
$63k-$700k
Open guide

Real interview experiences

What candidates said about the loop, difficulty, and outcomes, straight from recent reports for these roles.

Account ExecutiveSoftware Engineer
06 · Compensation

What Handshake pays, by level

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

Median $188k
Level$0kTotal comp range$950kTotal
All levels
Base $40k-$940k
$38k-$940k
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 to talk through tradeoffs in system design, not just to produce an answer. The interview topics show system design at percentile 92, and reports repeatedly mention architecture level reasoning.
  • Practice SQL and implementation style coding, including live or online formats. SQL is at percentile 100 and candidate reports describe CodeSignal style screens and coding-heavy segments.
  • Get ready for a stakeholder and communication layer, not only technical execution. Stakeholder management is at percentile 72 and communication skills are at percentile 63, and some stages include presentation or cross functional work.
  • If you get a take home or assessment step, be ready to present and discuss your decisions afterward. Multiple reported process steps include take home assignments and technical reviews.

Avoid this

  • Do not treat the recruiter or early stages as optional. Candidate reports highlight mismatches when expectations were unclear or when the process felt disconnected, which can hurt your momentum.
  • Avoid vague assumptions in coding or assessment settings. One report describes failing because the assignment requirements felt abstract and required assumptions to satisfy test cases.
  • Do not rely on receiving detailed feedback immediately after each step. Several reports describe ending without clear reasons or no closure, even when earlier stages felt positive.
  • Do not underprepare for presentation and mock discovery style moments. Reports mention 30 minute presentations and mock discovery calls, and the process includes “panel presentation” and cross functional loop style steps.
08 · FAQ

Handshake interview FAQ

Answered from real candidate and workplace data
How hard is it, and does Handshake make offers?

From candidate reports, the difficulty split is 23.2% easy, 66.1% medium, 10.5% hard, and 0.2% very hard. The aggregated offer rate shown in your data is 0.0%, and positive sentiment is 55.1%, so the dataset you provided does not indicate offer conversion.

What parts of the interview matter most?

SQL (percentile 100) is the single most prominent topic, and several technical areas are also at percentile 100 depending on the role track, including backend engineering, UX/UI design, ML engineering, CS management, financial analysis, product management, and iOS development. Stakeholder management (percentile 72), scenario based reasoning (percentile 65), and communication skills (percentile 63) also appear prominently.

What formats should I expect, like coding screens or take homes?

The process steps reported include technical screening with an online assessment or live coding, and also include take home assignment elements in the technical screening and technical assessment descriptions. Candidate reports specifically mention CodeSignal style coding screens and coding collaboration or pairing style segments, plus systems design discussions.

How many interviews or stages are there?

Your data includes multiple process steps, but it does not provide a single universal stage count because different roles report different subsets. Candidate reports mention sequences ranging from about two weeks to about four weeks, and one report describes four stages total.

Will I get clear feedback after the interviews?

The sample reports often describe a lack of clear feedback or unclear decision reasons, even after presentations or later stage calls. Your data includes multiple examples where candidates felt they were missing the signal at the final decision.

Should I reapply if I did not get an offer before?

The supplied data does not mention reapplication policy or timing. If you share the role and what happened previously, you can ask your recruiter what specifically they want improved, since the reports show that final decisions sometimes depend on fit such as experience level.

09 · In their words

What people say about Handshake

Verbatim snippets from employee and candidate reviews
“While the pay can be great depending on the project, it's important not to rely on this work as your main source of income due to inconsistent project availability.”
AI Trainer3.0
“The flexible hours and competitive pay make this a good place to work, but there are not enough tasks to keep everyone engaged.”
AI Trainer3.0
“Management should consider reducing staff to better align resources with available tasks.”
AI Trainer3.0
“There is a shortage of tasks for the number of people on the project, which can lead to inefficiencies.”
AI Trainer3.0
“Flexible hours and good pay for the effort are definite advantages of working here.”
AI Trainer3.0
“Starting pay is just okay, and there have been recent issues with inaccurate timesheets.”
AI Trainer3.0
10 · Keep prepping

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