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Interview Guides/Crayon Data
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Crayon DataCompany guide
Updated weekly · Reviewed by the Dataford team

Crayon Data interview process & guide 2026

Interview difficulty 5.3 / 10Based on 18 interview reports

Everything we know about interviewing at Crayon Data: what each round tests and compensation by level.

Software EngineerData ScientistData Engineer
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At a glance

5.3/ 10
Interview difficulty 5.3 / 10
Rated by candidates who reported interviewing here. Harder than 89% of companies we track.
3
Role guides
18
Interview reports
12
Topics tracked
$490k
Median total comp
01 · Difficulty and outcomes

How hard is the Crayon Data interview?

Aggregated from 18 interview experiences
Difficulty mix
Easy17%
Medium56%
Hard28%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Experience sentiment
72%positive
Positive 72%Neutral 6%Negative 22%
02 · Topic breakdown

What Crayon Data actually tests for

How prominent each skill is across reported loops
100%
Data Pipeline Development (ETL/ELT)
100%
Machine Learning (ML)
98%
Cloud Data Engineering (AWS/Azure/GCP)
96%
AI / Artificial Intelligence
95%
Python
94%
SQL
92%
Data Integration / Ingestion
92%
Data Structures & Algorithms (DSA)
90%
Data Lake Architecture
90%
Model Deployment / Productionization (AI Productization)
89%
Apache Spark
83%
Java
Tested less
Tested more
03 · 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 Crayon Data interviewers actually ask that position, the loop structure, and pay by level.

Showing 3 of 3 role guides
Data Engineer
$41k-$930k
Open guide
Data Scientist
$40k-$950k
Open guide
Software Engineer
Questions and loop structure
Open guide
04 · Compensation

What Crayon Data pays, by level

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

Median $490k
Level$0kTotal comp range$950kTotal
All levels
Base $40k-$950k
$40k-$950k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

Crayon Data interview FAQ

Answered from real candidate and workplace data
How hard is the Crayon Data interview?

Candidates most commonly rate Crayon Data interviews as medium, based on 18 reported interviews.

How much does Crayon Data pay for data roles?

Reported total comp for data roles at Crayon Data ranges from roughly $40k to $950k per year, varying by level, team, and location.

What topics does Crayon Data test in interviews?

Crayon Data interviews most often cover Python, Apache Spark, Java, Data Pipeline Development (ETL/ELT), and Machine Learning (ML). The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Crayon Data?

Dataford has interview guides for 3 roles at Crayon Data, including Data Engineer, Data Scientist, and Software Engineer.

Where is Crayon Data headquartered?

Crayon Data is headquartered in Singapore, Singapore.

06 · In their words

What people say about Crayon Data

Verbatim snippets from employee and candidate reviews
“Crayon Data offers a great culture and valuable work exposure for those looking to learn and grow.”
Data Engineer4.0
“There is a noticeable bias among managers and team leads towards their friends, which can affect team dynamics.”
Data Engineer4.0
07 · Keep prepping

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Roles at Crayon Data
Crayon Data Data EngineerCrayon Data Data ScientistCrayon Data Software EngineerAll 3 roles
Crayon Data prep plans
Crayon Data Interview QuestionsCrayon Data Software Engineer Interview QuestionsCrayon Data Data Scientist Interview QuestionsCrayon Data Data Engineer Interview QuestionsAll prep collections
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