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& General IntuitionCompany guide
Updated weekly · Reviewed by the Dataford team

& General Intuition interview process & guide 2026

Interview difficulty 5.5 / 10Based on 266 interview reports

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

Software EngineerMachine Learning EngineerProduct ManagerEmbedded EngineerProduct DesignerRobotics Engineer
Practice & General Intuition questionsSee the process

At a glance

5.5/ 10
Interview difficulty 5.5 / 10
Rated by candidates who reported interviewing here. Harder than 94% of companies we track.
20
Role guides
266
Interview reports
12
Topics tracked
$183k
Median total comp
5 rounds
  1. 1
    Recruiter Screen
  2. 2
    Technical Phone Screens
  3. 3
    Onsite Interview
  4. 4
    Behavioral Interviews
  5. 5
    Offer Discussion
01 · Overview

Interviewing at & General Intuition

General Intuition's interview process involves multiple stages, including recruiter screens, technical phone screens, and onsite interviews. The process is known for its comprehensive and multi-faceted approach, testing candidates across various domains such as technical skills, system design, and behavioral alignment. Candidates often report a mix of technical and behavioral evaluations throughout the interview loop.

The interviews at General Intuition focus heavily on technical skills across various domains. Key topics include security engineering, robotics engineering, technical program management, frontend engineering, UX/UI design, reinforcement learning, and solutions architecture. Candidates should be prepared for deep dives into these areas, as well as practical implementation and system design challenges.

The interview timeline can stretch over several weeks, from the initial recruiter screen to the final onsite interview. Candidates often experience a structured yet demanding process, with quick transitions between stages. Offer discussions typically follow the final interview rounds, and candidates can expect to receive feedback promptly after each stage.

Good to know

Security engineering and robotics engineering are highly emphasized in the interviews, so a strong grasp of these areas can be advantageous.

02 · Difficulty and outcomes

How hard is the & General Intuition interview?

Aggregated from 266 interview experiences
Difficulty mix
Easy13%
Medium58%
Hard30%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
16%about 1 in 6

About 1 in 6 candidates with a known outcome convert.

39 offers across 246 reports with a stated outcome.
Experience sentiment
45%positive
Positive 45%Neutral 32%Negative 24%
Reports by year
22
24
61
87
34
20222023202420252026
By interview date. The current year is partial.
03 · The loop

The interview process, end to end

5 rounds · based on 266 candidate reports
  1. 1
    Recruiter Screen

    This initial stage involves a discussion about your background, experience, and alignment with the company's mission. Be prepared to discuss your technical fit and location expectations.

    1-2 weeks · Background · Fit · Interest
  2. 2
    Technical Phone Screens

    These screens focus on systems fundamentals, coding, and possibly high-level architecture. Prepare for coding exercises and discussions on core ML theory or data structures.

    Coding · Systems Fundamentals · Architecture
  3. 3
    Onsite Interview

    A comprehensive loop with multiple rounds testing system design, threat modeling, and behavioral alignment. Expect to cover technical, operational, and behavioral domains.

    System Design · Behavioral · Technical Skills
  4. 4
    Behavioral Interviews

    These interviews assess teamwork, collaboration, and cultural fit. Be ready to discuss your leadership qualities and past experiences.

    Teamwork · Leadership · Cultural Fit
  5. 5
    Offer Discussion

    If successful, you will enter discussions regarding the job offer, including salary and benefits. Be prepared to negotiate and discuss compensation details.

    Negotiation · Compensation
04 · Topic breakdown

What & General Intuition actually tests for

How prominent each skill is across reported loops
100%
Python
98%
Program Management
96%
Reinforcement Learning (RL)
88%
Algorithmic Problem Solving
88%
Communication
87%
3D Vision
81%
Data Structures & Algorithms (DSA)
79%
Technical Problem Solving
76%
Debugging
75%
Robotics
67%
Security Engineering
66%
Stakeholder Management
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 & General Intuition interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Software Engineer
$109k-$257k total comp
Real questions · Loop structure · Pay bands
Open the guide
Machine Learning Engineer
$125k-$222k total comp
Real questions · Loop structure · Pay bands
Open the guide
Product Manager
7 interview reports
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 20 role guides
Consultant
$130k-$200k
Open guide
Embedded Engineer
$155k-$242k
Open guide
Engineering Manager
$178k-$331k
Open guide
Frontend Engineer
$76k-$365k
Open guide
Mobile Engineer
$147k-$265k
Open guide
Product Designer
Questions and loop structure
Open guide
Program Manager
Questions and loop structure
Open guide
Project Manager
$118k-$218k
Open guide
QA Engineer
$129k-$190k
Open guide

Real interview experiences

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

Software Engineer
06 · Compensation

What & General Intuition pays, by level

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

Median $183k
Level$150kTotal comp range$300kTotal
Mid-Level
Base $150k-$280k
$150k-$280k
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 thoroughly for technical topics like security engineering and robotics, as they are central to the interview process.
  • Communicate your thought process clearly during coding interviews to demonstrate your problem-solving approach.
  • Engage actively in behavioral interviews by showcasing your teamwork and leadership experiences.
  • Be ready to switch between different types of questions and tasks, as the process tests a wide range of skills.

Avoid this

  • Do not underestimate the importance of the recruiter screen; it sets the tone for the entire process.
  • Avoid focusing solely on coding skills; system design and behavioral aspects are equally crucial.
  • Do not neglect preparation for practical implementation and data structure challenges.
  • Avoid rushing through questions without clarifying requirements, as understanding the problem is key to success.
08 · FAQ

& General Intuition interview FAQ

Answered from real candidate and workplace data
How difficult are the interviews at General Intuition?

The interviews are generally rated as medium to hard, with a small percentage being very hard. Candidates should be prepared for challenging technical and system design questions.

What is the offer rate for candidates?

The offer rate at General Intuition is approximately 14.7%, indicating a competitive selection process.

How long does the interview process take?

The process can take several weeks from the initial recruiter screen to the final onsite interviews, with quick transitions between stages.

What should I prioritize in my preparation?

Focus on technical skills in security engineering, robotics, and system design, as well as behavioral alignment and problem-solving abilities.

Can I reapply if I am not successful?

The data does not specify reapplication policies, but it is generally advisable to improve your skills and reapply after a reasonable period.

09 · In their words

What people say about & General Intuition

Verbatim snippets from employee and candidate reviews
“This company disregards basic human decency in its work culture, creating a toxic environment that is even worse than Amazon's.”
Software Engineer1.0
“Despite the company's profitability and potential for stock value growth, it struggles to align with the defense culture, leaving employees feeling disconnected from their work's purpose.”
Software Engineer2.0
“My new grad offer was rescinded due to a communication gap over email, despite my continued interest in the role.”
Software Engineer1.0
“The team is exceptional, and the work is both challenging and rewarding.”
Software Engineer4.0
“Overall, it's a great place to work with a smart team and a fast-paced culture.”
Software Engineer5.0
“This is an ideal workplace for those seeking a dynamic atmosphere where they can take ownership and make a significant impact.”
Software Engineer5.0
10 · Keep prepping

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