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.
While you prep, Scoutify can fill in and send your application to new Twelve Labs roles that match your search.
[01] BY THE NUMBERS
Pulled straight from Twelve Labs's career page and public data sources. Linked figures open their source or a fuller breakdown.
Full Twelve Labs company profile[02] INTERVIEW PROCESS
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.
Initial call to discuss your background, the role, and logistics.
Coding and/or system design questions relevant to the role.
Questions about your past experiences, teamwork, and problem-solving.
[03] REAL QUESTIONS
17 likely questions inferred from Twelve Labs's open roles and company profile.
Can 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?
Why 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?
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] APPLY LOGISTICS
Twelve Labs runs hiring on Ashby, so the application form is hosted there. Keep your contact details and work history consistent with your resume.
A modern, all-in-one recruiting platform built for high-growth companies. Ashby combines ATS, CRM, scheduling, and analytics into a single product.
Ashby is one of the career sites where Scoutify's AI auto apply works, so Sniper can submit your application to a matching Twelve Labs role minutes after it posts. Sniper sends one application per posting, and the employer's confirmation email for most applications lands in Scoutify Mail.
ATS identified from the application URLs on Twelve Labs's recent postings
[05] PEOPLE ALSO ASK
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.
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.
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.
Scoutify currently lists 7 open roles at Twelve Labs. Follow the job links to check requirements and apply on the employer's career site.
[06] OVERVIEW
Tech company interviews typically include a mix of coding, system design, and behavioral rounds. The exact format varies by company size and role level.
[07] PREP TIPS
[08] PRACTICE
Use the requirements below to choose relevant examples from your work. For each example, explain the problem, your contribution and the result. Ask your recruiter which skills the interview will cover.
Prepare a walkthrough of how you have set up or supported systems for a distributed workforce, including access, device setup, and security. Practice explaining how you automated one repetitive support task.
The IT Support Engineer helps build, operate, and scale internal technology that keeps a global workforce productive and secure.
Source postingPractice describing how you learned a new system quickly and resolved a difficult issue. Prepare one example that shows you kept technology out of the user's way.
The role looks for people who learn unfamiliar systems quickly and believe internal technology should mostly stay out of the user's way.
Source postingThe current posting asks for:
Candidates must be able to travel up to 10% of the time annually to attend conferences, off-site meetings, and other business-related events as required by the role.
YOU MAY BE A GOOD FIT IF YOU HAVE Have 5+ years of experience in a technical, customer-facing role such as Solutions Architect, Technical Account Manager, or Implementation Engineer.
Read the employer’s full posting · Posted 2026-10-14
The current posting asks for:
Candidates must be able to travel up to 10% of the time annually to attend conferences, off-site meetings, and other business-related events as required by the role.
YOU MAY BE A GOOD FIT IF YOU HAVE - 4+ years of experience in IT engineering, systems administration, corporate IT, endpoint engineering, or technical support.
Read the employer’s full posting · Posted 2026-09-25
The current posting asks for:
Candidates must be able to travel up to 10% of the time annually to attend conferences, off-site meetings, and other business-related events as required by the role.
Read the employer’s full posting · Posted 2026-09-23
Sources reviewed 2026-10-19.
[09] EXPERT FRAMEWORKS
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
These answers draw on current listings and the available sources for 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
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