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Interview Guides/PathAI
P
PathAICompany guide
Updated weekly · Reviewed by the Dataford team

PathAI interview process & guide 2026

Interview difficulty 6.0 / 10Based on 98 interview reports

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

Machine Learning EngineerData Scientist

At a glance

6.0/ 10
Interview difficulty 6.0 / 10
Rated by candidates who reported interviewing here. Harder than 98% of companies we track.
2
Role guides
98
Interview reports
12
Topics tracked
$176k
Median total comp
01 · Difficulty and outcomes

How hard is the PathAI interview?

Aggregated from 98 interview experiences
Difficulty mix
Easy5%
Medium57%
Hard38%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
34%about 1 in 3

About 1 in 3 candidates with a known outcome convert.

33 offers across 98 reports with a stated outcome.
Experience sentiment
47%positive
Positive 47%Neutral 23%Negative 30%
02 · Topic breakdown

What PathAI actually tests for

How prominent each skill is across reported loops
100%
Convolutional Neural Networks (CNNs)
100%
Machine Learning
96%
Batch Normalization (BatchNorm)
96%
Statistical Analysis
93%
Hypothesis Testing / Statistical Significance
90%
Biomedical Data Science
90%
Classical machine learning
87%
Probability and statistics for ML
86%
Computer Vision Pipeline
84%
Computer vision / imaging
83%
Feature Correlation / Multicollinearity Handling
82%
K-Nearest Neighbors (KNN)
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 PathAI interviewers actually ask that position, the loop structure, and pay by level.

Showing 2 of 2 role guides
Data Scientist
Questions and loop structure
Open guide
Machine Learning Engineer
$128k-$224k
Open guide
04 · Compensation

What PathAI pays, by level

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

Median $176k
Level$100kTotal comp range$250kTotal
All levels
Base $128k-$224k
$128k-$224k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

PathAI interview FAQ

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

Candidates most commonly rate PathAI interviews as medium, based on 98 reported interviews. About 34% of candidates who interview go on to receive an offer.

How much does PathAI pay?

Reported total comp across roles at PathAI ranges from roughly $128k to $224k per year, varying by level, team, and location.

What topics does PathAI test in interviews?

PathAI interviews most often cover K-Nearest Neighbors (KNN), Convolutional Neural Networks (CNNs), Machine Learning, Batch Normalization (BatchNorm), and Statistical Analysis. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at PathAI?

Dataford has interview guides for 2 roles at PathAI, including Data Scientist and Machine Learning Engineer.

On this page0% read
How hard is it?What PathAI evaluatesQuestions and role guidesCompensation by levelFAQ
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A day by day plan built from this guide, with the questions PathAI actually asks.

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Roles at PathAI
PathAI Data ScientistPathAI Machine Learning EngineerAll 2 roles
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