Banking Pipeline Trends By Season
This conversation was generated using Cook'd AI's career assistant and reviewed by Fallon Han from our editorial team for accuracy.
I'm a master's student in the US with prior audit experience, and I'm pivoting into corporate banking. I don't need sponsorship because I have dual citizenship. I want a tracker that shows which firms are actually moving me from application to HireVue to first round, and I want to compare that by firm type and by application month. I'm also trying to tell which firms are just slow-moving across the season.

That is a smart use case for a recruiting tracker. You should log each firm, the application month, firm type, sponsorship status, and every stage date from resume submission to HireVue, first round, and superday. Then you can calculate conversion rates by firm type and month, which will quickly show where your audit-to-banking profile is getting traction. Because you do not need sponsorship, I would also keep that as a filter so you can separate true interest from process noise.
What should I actually see on the dashboard so I can compare the firms that are advancing me versus the ones that are sitting forever?

At minimum, I would want three views. First, a pipeline board with counts at each stage so you can see where firms are piling up. Second, a conversion report that shows application to HireVue, HireVue to first round, and first round to superday by firm type, such as bulge bracket, elite boutique, and regional. Third, a timing view by application month that shows median days spent in each stage, so you can spot whether later applications are moving faster or whether a certain wave of firms is simply slow.
I care a lot about corporate banking specifically. Can the tracker help me tell whether my audit background is being better received at certain types of firms or at certain times in the recruiting season?

Yes. Tag each application with role family, like corporate banking, and add a notes field for any signal tied to your audit background, such as technical interest, accounting questions, or comments about your client exposure. Then break the data out by month and firm type. If corporate banking at regional banks is getting you more HireVues in September than October, that is a real signal. If elite boutiques are slow but convert well once they move, that is useful too because it changes how you pace your follow-up and expectations.
I also want to know when to stop waiting on a process. Sometimes a firm feels dead, but I do not want to drop it too early if they are just late.

Build a stale-process rule. For example, flag any application with no stage movement after 21 or 30 days, depending on the firm type. Use separate thresholds for banks that historically move fast versus slow. The tracker should show an at-risk label when a firm exceeds its normal time-to-next-stage for that month. That way you are not guessing. You are comparing each process against its own historical pace.
That makes sense. I want to be able to sort by month, firm type, and stage so I can see patterns like, 'applications submitted in August at X type of firm actually converted better than September.'

Exactly. The best setup is a table with filters for month, firm type, role family, and stage, plus summary metrics at the top. I would include application count, HireVue rate, first round rate, superday rate, and average days between stages. Once that is in place, you can answer the real question: which firms are actually advancing your candidacy, and which ones are only creating activity without real momentum.
