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Interview Guides/Cognitiv
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CognitivCompany guide
Updated weekly · Reviewed by the Dataford team

Cognitiv interview process & guide 2026

Interview difficulty 4.8 / 10Based on 14 interview reports

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

Machine Learning EngineerSoftware EngineerDevOps Engineer
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At a glance

4.8/ 10
Interview difficulty 4.8 / 10
Rated by candidates who reported interviewing here. Harder than 65% of companies we track.
3
Role guides
14
Interview reports
12
Topics tracked
$185k
Median total comp
01 · Difficulty and outcomes

How hard is the Cognitiv interview?

Aggregated from 14 interview experiences
Difficulty mix
Easy31%
Medium46%
Hard23%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Experience sentiment
50%positive
Positive 50%Neutral 14%Negative 36%
02 · Topic breakdown

What Cognitiv actually tests for

How prominent each skill is across reported loops
100%
Convolutional Operations (Conv2D)
100%
DevOps Engineering
100%
React
96%
ML Inference Engineering
96%
Site Reliability Engineering (SRE)
96%
Frontend Development
93%
Reliability Engineering
92%
Machine Learning Engineering (role competency)
92%
System Design
90%
Scalability
88%
Databricks platform
88%
Take-Home Coding Assessment
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 Cognitiv interviewers actually ask that position, the loop structure, and pay by level.

Showing 3 of 3 role guides
DevOps Engineer
$160k-$210k
Open guide
Machine Learning Engineer
$260k-$320k
Open guide
Software Engineer
$99k-$165k
Open guide
04 · Compensation

What Cognitiv pays, by level

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

Median $185k
Level$50kTotal comp range$350kTotal
All levels
Base $104k-$320k
$99k-$320k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

Cognitiv interview FAQ

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

Candidates most commonly rate Cognitiv interviews as medium, based on 14 reported interviews.

How much does Cognitiv pay for data roles?

Reported total comp for data roles at Cognitiv ranges from roughly $99k to $320k per year, varying by level, team, and location.

What topics does Cognitiv test in interviews?

Cognitiv interviews most often cover Convolutional Operations (Conv2D), DevOps Engineering, React, ML Inference Engineering, and Site Reliability Engineering (SRE). The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Cognitiv?

Dataford has interview guides for 3 roles at Cognitiv, including DevOps Engineer, Machine Learning Engineer, and Software Engineer.

Where is Cognitiv headquartered?

Cognitiv is headquartered in New York, US.

06 · In their words

What people say about Cognitiv

Verbatim snippets from employee and candidate reviews
“Cognitiv combines the fast-paced energy of a startup with the stability of a successful business, driven by passionate founders who lead by example.”
Software Engineer5.0
“The company fosters a strong team environment through generous company-wide gatherings and fun monthly competitions that encourage cross-team relationships.”
Software Engineer5.0
“The complexity of the adtech industry means that new employees may need significant time and effort to fully understand the sophisticated product.”
Software Engineer5.0
“As the company has grown, the once vibrant startup atmosphere has diminished, making it less fun to work here.”
Software Engineer5.0
“Cognitiv offers a strong company culture and supportive colleagues who genuinely want to help you grow.”
Software Engineer5.0
“The company's direction can shift quickly, which may require adaptability from employees.”
Machine Learning Engineer5.0
07 · Keep prepping

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Cognitiv DevOps EngineerCognitiv Machine Learning EngineerCognitiv Software EngineerAll 3 roles
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Cognitiv Interview QuestionsCognitiv Software Engineer Interview QuestionsCognitiv DevOps Engineer Interview QuestionsCognitiv Machine Learning Engineer Interview QuestionsAll prep collections
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