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Interview Guides/AIG
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AIGCompany guide
Updated weekly · Reviewed by the Dataford team

AIG interview process & guide 2026

Interview difficulty 4.5 / 10Based on 603 interview reports

Everything we know about interviewing at AIG: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.

Financial AnalystBusiness AnalystAccount ExecutiveSoftware EngineerProject ManagerSecurity Analyst
Practice AIG questionsSee the process

At a glance

4.5/ 10
Interview difficulty 4.5 / 10
Rated by candidates who reported interviewing here. Harder than 44% of companies we track.
23
Role guides
603
Interview reports
12
Topics tracked
$113k
Median total comp
5 rounds
  1. 1
    Recruiter screening
  2. 2
    Digital or initial screening
  3. 3
    Hiring manager interview
  4. 4
    Technical screening and/or technical assessment
  5. 5
    Panel and Super Day
01 · Overview

Interviewing at AIG

You will go through a multi-stage process that typically starts with a recruiter screening, then moves into hiring manager and panel style interviews, with some roles also using digital interviews such as HireVue. Across the reported loop steps, the common pattern is a mix of fit and behavioral questions early, with later stages adding more role-specific discussion that can include architecture or technical depth.

The topics most prominently surfaced across the interview question data are SQL (percentile 89) and Python (percentile 89), plus Data Analysis (percentile 71) and Data Engineering (percentile 71), and Data Governance (percentile 70) and Data Architecture (percentile 55). Generative AI appears prominently too (percentile 70), and communication and stakeholder style skills also show up frequently, with Communication Skills (percentile 59), Stakeholder Communication (percentile 53), and Collaboration style topics in the mid range (percentiles around 38 to 55).

Based on candidate reports, interview difficulty is most often medium (62.5%), with easy at 28.8% and hard or very hard together at 8.7%. After interviews, outcomes in the aggregated dataset show an offer rate of 0.0% and several candidates report long waits or no follow-up, with scheduling and communication issues recurring in the reports.

Good to know

Even when technical content shows up, the reported loops frequently emphasize behavioral and communication fit, so you should be ready to connect your experience to how you collaborate and communicate, not only to solve problems.

02 · Difficulty and outcomes

How hard is the AIG interview?

Aggregated from 603 interview experiences
Difficulty mix
Easy29%
Medium63%
Hard9%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
55%about 1 in 2

About 1 in 2 candidates with a known outcome convert.

277 offers across 503 reports with a stated outcome.
Experience sentiment
66%positive
Positive 66%Neutral 18%Negative 17%
Reports by year
81
87
78
65
22
20222023202420252026
By interview date. The current year is partial.
03 · The loop

The interview process, end to end

5 rounds · based on 603 candidate reports
  1. 1
    Recruiter screening

    You will have an initial recruiter touchpoint to verify your background and interest, including fit for the role and interest in a GenAI and transformation space for at least some teams. Prepare to discuss your experience and why you want to be in the solutions or relevant architect or team context.

    background fit · motivation · role alignment
  2. 2
    Digital or initial screening

    Some roles include an initial digital screening such as HireVue or a recorded behavioral assessment, and some candidates also report an initial screening by talent acquisition for basic qualifications and expectations. Expect foundational behavioral questions and basic role fit.

    behavioral alignment · communication · fit
  3. 3
    Hiring manager interview

    You will meet the hiring manager for a deep dive into your resume and relevant experience. Reported emphasis includes architecture philosophy and your approach to product design strategy for roles where that came up, so be ready to explain how you think and why your past work fits.

    architectural thinking · technical experience explanation · stakeholder communication
  4. 4
    Technical screening and/or technical assessment

    Some loops include a technical screening with live coding or take-home work, reported as focused on SQL and Python data manipulation and sometimes broader programming proficiency. Other roles report a technical assessment that can also test insurance operations and regulatory requirements, alongside coding and problem-solving.

    SQL · Python data manipulation · data reasoning
  5. 5
    Panel and Super Day

    You may complete multiple interviews via panel formats, including cross-functional partners and peers, with behavioral and cultural alignment questions. Some candidates report a super day style block with back-to-back interviews that include system design deep dives and behavioral questioning, so prepare for both communication and technical discussion.

    1-2 weeks or longer, varies · system design · behavioral interview performance · cross-functional collaboration
04 · Topic breakdown

What AIG actually tests for

How prominent each skill is across reported loops
100%
Generative AI (GenAI)
95%
SQL
93%
Generative AI
90%
Java
86%
MuleSoft
83%
Python
79%
API Development
78%
Angular
71%
Data Analysis
53%
Stakeholder Communication
41%
Continuous Improvement
38%
Problem Solving
Tested less
Tested more
05 · 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 AIG interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Financial Analyst
$87k-$204k total comp
Real questions · Loop structure · Pay bands
Open the guide
Business Analyst
$72k-$143k total comp
Real questions · Loop structure · Pay bands
Open the guide
Account Executive
$99k-$148k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 23 role guides
AI Engineer
$116k-$135k
Open guide
AI/ML Analyst
Questions and loop structure
Open guide
Consultant
$84k-$112k
Open guide
Data Analyst
$57k-$138k
Open guide
Data Engineer
$112k-$207k
Open guide
Data Scientist
Questions and loop structure
Open guide
Engineering Manager
$100k-$134k
Open guide
GenAI Engineer
$4k-$280k
Open guide
Marketing Analytics Specialist
Questions and loop structure
Open guide

Real interview experiences

What candidates said about the loop, difficulty, and outcomes, straight from recent reports for these roles.

Business AnalystFinancial Analyst
06 · Compensation

What AIG pays, by level

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

Median $113k
Level$100kTotal comp range$250kTotal
Senior-Level
Base $147k-$191k · Bonus $19k-$35k
$165k-$225k
Mid-Level
Base $150k-$180k
$150k-$180k
Product Manager
Base $118k-$172k
$118k-$172k
Mid-Level
Base $106k-$168k · Bonus $10k
$116k-$168k
Project Manager
Base $102k-$150k · Bonus $9k-$17k
$111k-$167k
Senior-Level
Base $114k-$159k · Bonus $15k
$122k-$159k
Director of Product Management
Base $127k-$153k
$127k-$153k
Mid-Level
Base $95k-$133k · Bonus $7k-$13k
$102k-$145k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare SQL and Python in a way you can explain clearly, because both are highly prominent in the topic data (SQL percentile 89, Python percentile 89) and some loops mention SQL and Python data manipulation in technical screens.
  • Have concrete examples ready for communication, stakeholder interaction, and cross-functional collaboration, since Communication Skills (59), Stakeholder Communication (53), and Cross-Functional Collaboration (55) are recurring themes in the interview topics data.
  • For later stages, be ready to discuss your architectural approach or architectural philosophy, because hiring manager interviews and super day style steps explicitly mention architectural discussions and system design style deep dives in the reported steps.
  • If you get a digital interview, treat it like a real interview, because at least some candidates report HireVue or recorded behavioral screening followed by silence, so practice clear, structured responses.

Avoid this

  • Do not assume the process is purely technical. Multiple reports describe behavioral-heavy loops even when there was some technical component, and the topic data shows communication and collaboration are consistently tested.
  • Do not leave logistics to chance. Multiple candidate reports describe rescheduling, delayed communication, or lack of follow-up, so confirm scheduling and timelines and keep a paper trail.
  • Do not underprepare on data governance and data architecture. These topics are prominent in the question data (Data Governance percentile 70, Data Architecture percentile 55) and can be surfaced during later interviews.
  • Do not wait passively after interviews. The aggregated outcome shows 0.0% offer rate in the dataset and multiple reports mention not hearing back or having long gaps, so follow up if you do not receive updates.
08 · FAQ

AIG interview FAQ

Answered from real candidate and workplace data
How hard are the interviews here?

Across candidate reports, most interviews are rated medium difficulty (62.5%), with easy at 28.8%. Hard and very hard together account for 8.7% (7.3% hard, 1.4% very hard).

Do candidates get offers?

In the aggregated dataset provided, the offer rate is listed as 0.0%. Separately, some individual reports mention not receiving an offer, and a number of reports describe ghosting or delays after interviews.

What topics should I prioritize most?

Prioritize SQL and Python first, since both are the most prominent topics (percentile 89). Next, focus on Data Analysis (71), Data Engineering (71), Data Governance (70), and Generative AI (70). Communication skills and stakeholder style topics also appear frequently (Communication Skills 59, Stakeholder Communication 53).

What does the loop usually look like, step by step?

Common steps reported include Recruiter Screening, Hiring Manager Interview, and Panel Interviews, with some roles also having Technical Screening and a Super Day. Digital interviews like HireVue and behavioral rounds are also reported for some roles.

Is the process fast or slow, and what happens after interviews?

Candidate reports include examples of compressed but efficient scheduling and also examples that took about a month, and others that stretched over a couple of months. After the final interview stages, several reports describe delayed updates or no follow-up.

Should I re-apply if I get no response or no offer?

The provided dataset does not include any policy on re-application. What it does show is that some candidates experienced no follow-up after digital or early screening stages, so you may want to ask your recruiter about next steps before deciding.

09 · In their words

What people say about AIG

Verbatim snippets from employee and candidate reviews
“Urgency levels can vary significantly by department, which can create challenges.”
Financial Analyst4.0
“The team is supportive, making the interesting work more engaging.”
Financial Analyst4.0
“Great exam support, but the bureaucratic delays can be frustrating.”
Financial Analyst4.0
“The exam support is excellent and greatly appreciated.”
Financial Analyst4.0
“Bureaucratic delays can be frustrating, particularly with the approval of offer letters.”
Financial Analyst4.0
“Streamlining the approval process would significantly enhance the overall experience.”
Financial Analyst4.0
10 · Keep prepping

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