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Interview Guides/Aptima
A
AptimaCompany guide
Updated weekly · Reviewed by the Dataford team

Aptima interview process & guide 2026

Interview difficulty 5.0 / 10Based on 5 interview reports

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

Research ScientistData ScientistSoftware Engineer

At a glance

5.0/ 10
Interview difficulty 5.0 / 10
Rated by candidates who reported interviewing here. Harder than 74% of companies we track.
3
Role guides
5
Interview reports
12
Topics tracked
$321k
Median total comp
01 · Difficulty and outcomes

How hard is the Aptima interview?

Aggregated from 5 interview experiences
Difficulty mix
Easy40%
Medium20%
Hard40%
Most candidates rate the loop easy, but few walk in cold.
Experience sentiment
60%positive
Positive 60%Neutral 40%Negative 0%
02 · Topic breakdown

What Aptima actually tests for

How prominent each skill is across reported loops
100%
Python (production software development)
100%
Python for data analysis
100%
Research Skills (Applied Research)
98%
Machine Learning (ML) model design
97%
Productization (prototype to production)
96%
SQL
95%
System architecture for AI-enabled systems
95%
Domain Expertise (Field-Relevant Knowledge)
94%
Artificial Intelligence (AI) system design
92%
MLOps practices
92%
Experimental design
90%
Agentic systems / AI agents
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 Aptima interviewers actually ask that position, the loop structure, and pay by level.

Showing 3 of 3 role guides
Data Scientist
$50k-$870k
Open guide
Research Scientist
$150k-$160k
Open guide
Software Engineer
$41k-$600k
Open guide
04 · Compensation

What Aptima pays, by level

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

Median $321k
Level$0kTotal comp range$900kTotal
All levels
Base $41k-$750k
$41k-$870k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

Aptima interview FAQ

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

Candidates most commonly rate Aptima interviews as medium, based on 5 reported interviews.

How much does Aptima pay?

Reported total comp across roles at Aptima ranges from roughly $41k to $870k per year, varying by level, team, and location.

What topics does Aptima test in interviews?

Aptima interviews most often cover Python (production software development), Python for data analysis, Research Skills (Applied Research), Machine Learning (ML) model design, and Productization (prototype to production). The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Aptima?

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

06 · Keep prepping

Related company guides

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On this page0% read
How hard is it?What Aptima evaluatesQuestions and role guidesCompensation by levelFAQRelated guides
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