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Interview Guides/REA Group
R
REA GroupCompany guide
Updated weekly · Reviewed by the Dataford team

REA Group interview process & guide 2026

Interview difficulty 4.8 / 10Based on 105 interview reports

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

Machine Learning Engineer

At a glance

4.8/ 10
Interview difficulty 4.8 / 10
Rated by candidates who reported interviewing here. Harder than 63% of companies we track.
1
Role guides
105
Interview reports
12
Topics tracked
$138k
Median total comp
01 · Difficulty and outcomes

How hard is the REA Group interview?

Aggregated from 105 interview experiences
Difficulty mix
Easy24%
Medium61%
Hard15%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
44%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

46 offers across 105 reports with a stated outcome.
Experience sentiment
57%positive
Positive 57%Neutral 13%Negative 30%
02 · Topic breakdown

What REA Group actually tests for

How prominent each skill is across reported loops
100%
Machine Learning (ML) Engineering
96%
Software Engineering for ML
93%
Senior Engineering Practices
90%
Staff-Level Technical Leadership
86%
Engineering Management (ML)
83%
Model Deployment (MLOps)
80%
Model Development
76%
Model Training Pipelines
73%
Model Evaluation & Metrics
70%
Monitoring (Models & Data)
66%
Machine Learning Algorithms (Supervised/Unsupervised)
63%
Feature Engineering
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 REA Group interviewers actually ask that position, the loop structure, and pay by level.

Showing 1 of 1 role guides
Machine Learning Engineer
$120k-$156k
Open guide
04 · Compensation

What REA Group pays, by level

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

Median $138k
Level$100kTotal comp range$200kTotal
All levels
Base $120k-$150k
$120k-$156k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

REA Group interview FAQ

Answered from real candidate and workplace data
How hard is the REA Group interview?

Candidates most commonly rate REA Group interviews as medium, based on 105 reported interviews. About 44% of candidates who interview go on to receive an offer.

How much does REA Group pay?

Reported total comp across roles at REA Group ranges from roughly $120k to $156k per year, varying by level, team, and location.

What topics does REA Group test in interviews?

REA Group interviews most often cover Machine Learning (ML) Engineering, Software Engineering for ML, Senior Engineering Practices, Staff-Level Technical Leadership, and Engineering Management (ML). The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at REA Group?

Dataford has interview guides for 1 role at REA Group, including Machine Learning Engineer.

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How hard is it?What REA Group evaluatesQuestions and role guidesCompensation by levelFAQ
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