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Interview Guides/Bigbear.ai
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Bigbear.aiCompany guide
Updated weekly · Reviewed by the Dataford team

Bigbear.ai interview process & guide 2026

Interview difficulty 4.1 / 10Based on 27 interview reports

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

Software EngineerData ScientistData Engineer
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At a glance

4.1/ 10
Interview difficulty 4.1 / 10
Rated by candidates who reported interviewing here. Harder than 19% of companies we track.
3
Role guides
27
Interview reports
12
Topics tracked
$431k
Median total comp
01 · Difficulty and outcomes

How hard is the Bigbear.ai interview?

Aggregated from 27 interview experiences
Difficulty mix
Easy36%
Medium64%
Hard0%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Experience sentiment
33%positive
Positive 33%Neutral 22%Negative 44%
02 · Topic breakdown

What Bigbear.ai actually tests for

How prominent each skill is across reported loops
100%
Data Engineering
100%
Python
100%
Data Analysis
97%
AI-assisted IDE / Developer Tooling
97%
ETL (Extract, Transform, Load)
95%
SQL
95%
Problem Solving
95%
Large Language Models (LLMs)
93%
Agentic/Autonomous Systems
92%
Data Architecture Design
91%
RF Signal Processing
52%
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 Bigbear.ai interviewers actually ask that position, the loop structure, and pay by level.

Showing 3 of 3 role guides
Data Engineer
$42k-$750k
Open guide
Data Scientist
$40k-$950k
Open guide
Software Engineer
$40k-$892k
Open guide
04 · Compensation

What Bigbear.ai pays, by level

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

Median $431k
Level$0kTotal comp range$900kTotal
All levels
Base $40k-$819k
$40k-$892k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

Bigbear.ai interview FAQ

Answered from real candidate and workplace data
How hard is the Bigbear.ai interview?

Candidates most commonly rate Bigbear.ai interviews as medium, based on 27 reported interviews.

How much does Bigbear.ai pay for data roles?

Reported total comp for data roles at Bigbear.ai ranges from roughly $40k to $892k per year, varying by level, team, and location.

What topics does Bigbear.ai test in interviews?

Bigbear.ai interviews most often cover Java, Data Engineering, Python, Data Analysis, and AI-assisted IDE / Developer Tooling. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Bigbear.ai?

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

Where is Bigbear.ai headquartered?

Bigbear.ai is headquartered in McLean, US.

06 · Keep prepping

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Bigbear.ai Data EngineerBigbear.ai Data ScientistBigbear.ai Software EngineerAll 3 roles
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