ROLE GUIDE
Networking is the most effective way to land a quantitative researcher position. This guide covers who to reach out to, what to say, and how to turn conversations into referrals at Citadel, Two Sigma, Jane Street, and other top firms.
Industry
Finance
Timeline
Applications open September-November
Interview Type
Math, probability, statistics, coding, brain teasers
Quantitative Researcher positions are among the most competitive roles for college students. At firms like Citadel, Two Sigma, Jane Street, acceptance rates for entry-level programs can be as low as 1 to 3 percent. The students who land these roles almost always have internal connections who advocate for their candidacy. Submitting an application without any networking is significantly less effective.
The recruiting timeline for Quantitative Researcher roles is: applications open september-november. This means you need to start building relationships months before applications even open. Early networking gives you a crucial advantage: by the time you apply, you will have insider knowledge about what the firm values, how the interview process works, and who the key decision-makers are. Your network becomes your competitive moat.
Junior professionals (1 to 3 years)
Early-career employees at Citadel, Two Sigma, Jane Street are the most accessible and can relate to your position as a student.
University alumni
Shared alma mater dramatically increases response rates and provides a natural conversation starter.
Professionals in your target division
People in the specific team or function you are targeting can give you the most relevant insights about the role.
Campus recruiters and hiring managers
Building rapport with the people who manage the recruiting pipeline gives you an informational advantage over other candidates.
Here is a proven template specifically designed for students networking into quantitative researcher roles. Adapt it to your specific situation and always personalize the bracketed sections.
Cold Email Template
Subject: [University] student, question about the quantitative researcher role at [Company]
___
Hi [First Name],
I'm a [year] at [University] studying [major], and I'm preparing for quantitative researcher recruiting. I came across your profile and was interested to see that you're a [their role] at [Company]. [One specific, personalized sentence about their background or career path.]
I'm particularly interested in [Company] because [one genuine reason]. I'd love to hear about your experience in the role and any advice you have for someone going through the recruiting process. Would you have 15 minutes for a quick call?
Best,
[Your Name]
[University] '[Grad Year] | [Major]
These are the most sought-after employers for quantitative researcher roles. Each has a distinct culture, recruiting process, and set of expectations. Networking with employees at each firm will help you understand these differences and tailor your applications accordingly.
Citadel
Two Sigma
Jane Street
DE Shaw
Renaissance
6 months before recruiting season
Begin exploratory networking. Reach out to alumni and professionals at target firms for coffee chats.
3 to 4 months before
Deepen relationships with key contacts. Begin preparing for interviews specific to your target role.
1 to 2 months before applications open
Request referrals from contacts. Finalize application materials. Attend firm-sponsored events.
During recruiting season
Leverage your network for interview prep, insider tips, and last-minute referrals. Send updates to contacts about your progress.
Find Quantitative Researcher professionals
Search for current and former quantitative researchers at Citadel, Two Sigma, Jane Street who share a connection with you. Prioritize alumni and people with 1 to 3 years of experience.
Send personalized outreach
Write a concise email that references the recipient's specific role and experience. Ask for a 15-minute coffee chat to learn about the quantitative researcher path.
Prepare for and conduct coffee chats
Come prepared with thoughtful questions about the quantitative researcher experience, the recruiting process, and firm-specific culture. Listen actively and take notes.
Build relationships and request referrals
Follow up within 24 hours with a thank-you note. Stay in touch over weeks and months. When applications open, reach out to ask for referrals from contacts you have built genuine relationships with.
Start networking 3 to 6 months before applications open. For Quantitative Researcher roles specifically, applications open september-november. Early networking gives you time to build genuine relationships rather than rushing to ask for referrals when applications are about to close.
Quantitative Researcher interviews typically involve math, probability, statistics, coding, brain teasers. Your networking contacts can provide invaluable, firm-specific insights about what interviewers look for, common questions, and how to prepare. Many students credit their coffee chat contacts with giving them the specific preparation tips that helped them succeed.
Aim to have meaningful conversations with 30 to 50 professionals across your target firms during a full recruiting cycle. This typically yields 3 to 5 deep relationships at each of your top-choice companies, which is enough to understand the firm's culture and secure referrals.
The most sought-after Quantitative Researcher positions are at Citadel, Two Sigma, Jane Street, DE Shaw, Renaissance. However, there are many excellent opportunities beyond these firms. Cast a wide net initially and narrow your focus as you learn more through networking conversations.
Absolutely. In finance, networking is often the single most important factor in landing an interview. Referred candidates are 3 to 5 times more likely to receive an interview compared to cold applicants. Building genuine relationships also gives you insider knowledge about the interview process, team culture, and what specific firms value in candidates.
Search 2.2B verified contacts at Citadel, Two Sigma, Jane Street, and more. AI-personalized outreach in seconds.
Get started free