The process at Elicit, 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 Elicit roles that match your search.
[01] BY THE NUMBERS
Pulled straight from Elicit's career page and public data sources. Linked figures open their source or a fuller breakdown.
Full Elicit 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
12 likely questions inferred from Elicit's open roles and company profile.
Can you explain the process you would use to evaluate the performance of a machine learning model in a research context?
What experience do you have with natural language processing and how have you applied it in your previous roles?
How would you approach designing a system that extracts data from scientific papers? What key considerations would you keep in mind?
What machine learning frameworks and tools are you most comfortable with, and how have you utilized them in past projects?
Can you give an example of a time when you received constructive feedback? How did you respond and what changes did you implement?
What attracted you to Elicit, and how do you see your values aligning with our mission?
How do you envision contributing to Elicit's goal of improving reasoning in decision-making processes?
What experience do you have with language models, and how have you applied them in your previous work?
What strategies would you implement to ensure the reliability and accuracy of the AI models used in Elicit?
How would you approach the challenge of extracting meaningful insights from a large dataset of research papers?
Can you share an experience where you had to communicate complex technical information to a non-technical audience? How did you ensure they understood?
Can you describe a time when you had to solve a complex problem with limited information? How did you approach it?
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
Elicit 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 Elicit 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 Elicit's recent postings
[05] PEOPLE ALSO ASK
Elicit does not explicitly mention its visa sponsorship policy in the available information. However, given that they have active job postings, it is common for tech companies to support international candidates through H1B visas, especially for roles that require specialized skills. If you are an international candidate, it is advisable to inquire directly during the application process about their specific visa sponsorship options.
The salary range for roles at Elicit is between $148,916 and $225,083, averaged across the current job postings with disclosed salaries. This range indicates a competitive compensation structure, particularly for technical positions like AI Engineer and Evaluation Engineer. When considering applying, keep in mind that salaries can be influenced by your experience and the specific role you are targeting.
Elicit's interview process may include questions designed to assess problem-solving skills and collaboration abilities. For example, candidates might be asked to describe a time when they solved a complex problem with limited information or led a team through a challenging project. Preparing for these types of questions can help you demonstrate your fit for the role.
Scoutify currently lists 9 open roles at Elicit. 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 short example of a project where you worked with language models, including what you built and how you evaluated it.
Experience working with language models is a valued qualification for the Senior Software Engineer role.
Source postingPractice explaining a complex technical design to a non-engineering audience in two or three clear paragraphs.
Because Elicit is a small, highly collaborative team, the Senior Software Engineer role frequently communicates complex engineering topics to stakeholders.
Source postingThe current posting asks for:
experience with information extraction, semantic search) - You'll need a startup mindset.
Read the employer’s full posting · Posted 2021-01-23
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 Elicit.
Elicit does not explicitly mention its visa sponsorship policy in the available information. However, given that they have active job postings, it is common for tech companies to support international candidates through H1B visas, especially for roles that require specialized skills. If you are an international candidate, it is advisable to inquire directly during the application process about their specific visa sponsorship options.
[11] MORE INTERVIEW PREP
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