Quant Recruiting Pipeline Stage Tracker
This conversation was generated using Cook'd AI's career assistant and reviewed by Fallon Han from our editorial team for accuracy.
I am a third-year mathematics major in India targeting elite US quant research roles, and I am applying from abroad. I need help keeping track of which applications have moved beyond resume review into technical screens. Right now everything is scattered across emails and spreadsheets.
You should use one tracker that ties each firm to a clear pipeline stage, not just a yes or no outcome. For your case, the key stages are resume submitted, resume review, HireVue, first round, superday, and final decision. Add columns for firm type, application date, current stage, last contact date, and days since last update. That will let you see which roles are actually progressing past resume review into technical screens.
That makes sense. I also want to compare turnaround by firm type, because some quant funds reply in days and some banks take weeks. How should I structure that so I can spot patterns instead of just staring at individual rows?
Create a firm type tag for each row, such as elite quant fund, prop shop, hedge fund, or bulge bracket bank. Then track stage dates separately, not just the latest status. For example, keep a date for resume submission, technical screen invite, first round, and superday if they happen. Once you have that, you can calculate average days from submission to first response and from first response to next stage by firm type. That will show whether a firm is slow at resume review or slow after the technical screen.
I like that. Since I am applying from India, I also need to note time zone constraints and whether interviews are being scheduled at odd hours. Should I include that too, or will it make the tracker too messy?
Include it, but keep it simple. Add a small notes field for time zone, interviewer location, and any scheduling issues. You can also add a flag for remote, hybrid, or onsite if the process gets there. For your goal, the most useful part is seeing whether international applicants at certain firm types move more slowly into technical interviews or get compressed timelines once they do.
What would a good visual summary look like so I can quickly tell where I stand on quant research roles versus general finance roles?
Use a dashboard with two views. First, a pipeline view that counts how many applications sit in each stage, so you can see how many are still in resume review versus how many reached HireVue, first round, or superday. Second, a turnaround view grouped by firm type, showing median days between stages. If you want, color code fast-moving firms in green and stalled ones in red. That way you can focus follow-up energy on firms that have gone quiet after technical screening.
Great. Can you help me define the exact fields I should track so I can build this cleanly from the start?
Yes. Start with these fields: firm name, firm type, role, location, application date, resume review status, current stage, stage entry date, last update date, next expected step, interview format, time zone note, and turnaround days between stages. For your quant research search, I would also add a column for technical focus, such as probability, statistics, coding, or market making. That will help you compare not only speed but also which firms are actually advancing you into the technical process. If you keep it consistent, you will quickly see which applications are truly moving beyond resume review.