Twelve Labs interview prep. 17 likely questions.
The process at Twelve Labs, what each stage actually tests, and how candidates prep. Real questions where we have them, likely questions where we don't.
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[01] BY THE NUMBERS
Headline facts before you prep.
Pulled straight from Twelve Labs's career page and public data sources. Tap any cell for the full breakdown.
Full Twelve Labs company profile[02] INTERVIEW PROCESS
Standard software engineering loop at Twelve Labs.
The stages below describe the typical SWE loop. Product, Design, and Data loops differ; pick a role to see how it changes, or jump straight to real questions reported for that role.
01Recruiter Screen
30 min
Recruiter Screen
30 minInitial call to discuss your background, the role, and logistics.
- Research the company and role thoroughly
- Prepare your elevator pitch
- Ask about the interview process and timeline
02Technical Interview
45-60 min
Technical Interview
45-60 minCoding and/or system design questions relevant to the role.
- Practice on LeetCode or similar platforms
- Think out loud and communicate your approach
- Ask clarifying questions before starting
03Behavioral Interview
45 min
Behavioral Interview
45 minQuestions about your past experiences, teamwork, and problem-solving.
- Prepare STAR-format stories
- Focus on specific examples with measurable outcomes
- Show self-awareness about mistakes and learnings
[03] REAL QUESTIONS
Likely questions for Twelve Labs.
17 likely questions inferred from Twelve Labs's open roles and company profile.
Software Engineering
11 questions
Software Engineering
11 questionsCan you explain a recent advancement in video-language modeling that excites you? How do you think it could impact the industry?
What experience do you have with multimodal models, particularly in video and language processing? Can you discuss a project where you applied this technology?
What experience do you have with multimodal models, and how do you see them evolving in the field of video analysis?
Describe a challenging technical problem you encountered in your previous work and how you approached solving it.
Can you describe a situation where you had to lead a project involving machine learning? What challenges did you face and how did you overcome them?
Explain how you would approach training a machine learning model for video comprehension. What specific techniques or frameworks would you use?
How do you evaluate the performance of a language model in the context of video data? What metrics would you consider?
What challenges do you foresee in developing AI models that can understand video content as humans do, and how would you address them?
Can you describe a time when you had to lead a project involving machine learning? What challenges did you face, and how did you overcome them?
How do you approach debugging a complex machine learning model? Can you provide an example of a specific issue you encountered and how you resolved it?
What techniques do you use to evaluate the performance of machine learning models, particularly in the context of video analysis?
Other Roles
6 questions
Other Roles
6 questionsWhy are you interested in working at Twelve Labs, and how do you see your skills contributing to our mission?
Have you ever had to make a decision that was unpopular with your team? How did you handle the situation and what was the outcome?
What attracted you to apply to Twelve Labs, and how do you see your values aligning with our mission?
Why do you believe video comprehension is important in today's AI landscape, and how do you think Twelve Labs is positioned in this field?
What values do you believe are essential for a company like Twelve Labs that is at the forefront of AI technology?
Describe a time when you had to adapt to significant changes in a project. How did you manage the transition and maintain team morale?
How to answer these: the STAR method
Use the STAR method: describe the Situation, the Task you faced, the specific Action you took, and the measurable Result. Aim for 60-90 seconds with one concrete metric. Practice it out loud before the interview so it flows naturally; the same structure works for every question above.
[04] HIRING PULSE
Twelve Labs's hiring pulse.
We re-scan Twelve Labs's career page every few minutes and keep the full posting history, so these counts come from the board itself, not an aggregator.
Posted (7d)
1
Posted (30d)
5
Posted (90d)
21
Scanned every few minutes · newest tracked posting May 18, 2026
[05] APPLY LOGISTICS
Applications go through Ashby.
Twelve Labs runs hiring on Ashby, so the application form and recruiter follow-ups flow through it. Use the same email everywhere and keep the profile fields consistent with your resume; recruiters see both side by side.
A modern, all-in-one recruiting platform built for high-growth companies. Ashby combines ATS, CRM, scheduling, and analytics into a single product.
Auto-apply currently covers Greenhouse, Workday, and SmartRecruiters. For Ashby boards like Twelve Labs's, Scoutify alerts you in real time so you can be one of the first applications in.
ATS identified from the application URLs on Twelve Labs's recent postings
[06] PEOPLE ALSO ASK
Common questions about Twelve Labs interviews.
Does Twelve Labs sponsor H1B visas?
Yes, Twelve Labs sponsors H1B visas for international candidates. If you are a qualified applicant seeking to work in the United States, you may be eligible for visa sponsorship, which can facilitate your employment in the company. This is particularly beneficial for candidates looking to join the thriving tech scene in cities like San Francisco, where Twelve Labs has active job postings.
What is the average salary at Twelve Labs?
The average salary for positions at Twelve Labs ranges from $142,000 to $153,187, based on job postings with disclosed salaries. This competitive compensation reflects the company's focus on attracting top talent in the tech industry. Given the specialized nature of roles like AI Evaluation Program Manager and ML Research Engineer, you can expect a salary that aligns with your experience and expertise in the field.
What is the interview process like at Twelve Labs?
The interview process at Twelve Labs typically includes a series of technical and behavioral interviews. You may encounter questions that assess your experience with machine learning projects, cross-functional collaboration, and problem-solving skills. For example, you might be asked to describe a challenging technical problem you faced and how you resolved it, which helps interviewers gauge your analytical and communication abilities.
What is the current hiring volume and what roles are open at Twelve Labs?
Twelve Labs has 21 active job postings, with top roles including AI Evaluation Program Manager, Communications & Strategic Relations Manager for APAC, and ML Research Engineer. In the last 30 days, 5 new positions were posted, indicating an ongoing demand for talent in critical areas. The majority of positions are based in Seoul, with a smaller number available in San Francisco, reflecting the company's strategic focus on these markets.
[07] OVERVIEW
What candidates run into at Twelve Labs.
Tech company interviews typically include a mix of coding, system design, and behavioral rounds. The exact format varies by company size and role level.
[08] PREP TIPS
How candidates prepare.
[09] EXPERT FRAMEWORKS
Frameworks and sample answers from interview coaches.
Curated from Columbia Engineering's licensed BigInterview library: expert-written tips, sample answers, and walkthroughs that work for any Software Engineering interview.
Source: BigInterview (licensed by Columbia Engineering)
[10] FAQ
Questions candidates ask about Twelve Labs interviews.
Salary, visa sponsorship, process, hiring volume. Drawn from public data on Twelve Labs.
Yes, Twelve Labs sponsors H1B visas for international candidates. If you are a qualified applicant seeking to work in the United States, you may be eligible for visa sponsorship, which can facilitate your employment in the company. This is particularly beneficial for candidates looking to join the thriving tech scene in cities like San Francisco, where Twelve Labs has active job postings.
[11] MORE INTERVIEW PREP
Companies candidates compare with Twelve Labs.
PREP SMARTER. APPLY FASTER.
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