Network

A single analyst posting at a bulge bracket bank can draw thousands of applications for a handful of open seats. A resume that goes in through the careers portal, unattached to any banker who already knows the applicant's name, sits in that pile along with everyone else's, and the odds of it getting a real look are low.

At most companies, a recruiter screens the applicant pool and reaches out to promising candidates directly, so a strong resume alone can move someone to an interview. Investment banking works differently. Bankers prioritize people they have already talked to, and while relationships help in most industries, in banking they are close to a requirement rather than a bonus. Since offers cluster around people bankers already know, the standard move is to build those relationships directly through short calls and coffee chats, well before the formal process begins.

Alumni from the same school are usually the most reliable way in. Someone who shares an alma mater is more likely to answer a cold email and take a call, and one good conversation with an alum often turns into introductions elsewhere on the team.

The problem is that everyone reaches for the same names. The twenty most visible alumni at a target bank, the ones who surface first in an alumni database or a LinkedIn search, get flooded by students from the same school every recruiting season, so a message to one of them competes with dozens of similar messages. A few ways to find people who are not already buried in requests: go further down the alumni list into adjacent groups, regional offices, or people a few years further along in their careers, since they get a fraction of the inbound volume and often reply at a higher rate. Warm and second-degree connections matter even more than any name on an alumni list, since an introduction from someone both people know, a former manager, an older student, a professor with industry ties, lands very differently from a cold email. Campus finance and investment clubs are also one of the fastest paths in, because the members who have already been through recruiting tend to pass down contacts, referrals, and the actual timeline for a given firm, so joining one early effectively hands over a network that is already pointed at the right people. Shared background beyond a school tie also works: the same hometown, the same previous employer, a common interest. Any genuine point of overlap gives a reason to reach out, and naming it in the first line of an email is usually what gets it opened. Where possible, it is worth trying to get referred to whoever coordinates recruiting for a given school at a target bank, often a junior banker assigned that role, since reaching that person puts a candidate in front of whoever actually runs the pipeline.

Within all of this, junior bankers are worth prioritizing first, since they tend to reply more often and have more time to talk. That does not mean senior people should be avoided. A vice president or managing director who is impressed by a conversation can carry real weight, and a push from someone senior tends to move faster than one from a junior colleague.

Networking is partly a numbers game, and while it is active it can feel like a part-time job on top of everything else. Cold outreach gets low reply rates, typically somewhere around 2% to 4%, so reaching even a handful of real conversations usually takes sending far more emails than that. A workable pace is something like 15 to 20 researched, personalized emails a day, spread out rather than fired off in one batch, which also makes it easier to keep up with whatever replies and calls come back. The goal is to reach out to essentially everyone reasonable on a list, alumni first and then non-alumni, rather than rationing contacts. At larger banks, five to ten genuinely good conversations is a reasonable target; smaller banks need fewer, since the outcome there depends more on the quality of each conversation than on volume.

Timing matters as much as volume. Once applications actually open, the process moves quickly, often wrapping up within about a month, which means almost all of the relationship-building work has to happen earlier, in the months spent getting a name in front of people before the clock starts.

A banking resume follows a tight, well-known set of conventions, and deviating from them signals that the applicant has not seen many banking resumes before. At the student level it should run exactly one page. If the content runs long, the fix is cutting the weakest bullets, not shrinking the font or margins to force a fit. There should be no graphics, photos, color blocks, or skill bars, just plain text in a standard font, usually ten or eleven point, with something like EB Garamond as a safe default. The standard section order is header, education, professional experience, leadership and activities, and skills and interests, with a diversity or early-insight-program section added where relevant. Locations and dates should sit right-aligned against the margin, lined up in a clean column down the page, and every bullet should fit on a single line. A bullet that wraps to a second line is usually a sign it needs to be tightened rather than left alone.

Consistency is what separates a sharp resume from a merely acceptable one. Pick one format for dates, one for locations, one convention for how bullets are punctuated, and hold to it across the entire page. If one month is abbreviated, every month should be; if one bullet skips a trailing period, none of them should have one.

Every bullet has the same job: show what was done and what came of it, in language a banker recognizes. A reliable structure is a strong action verb, followed by what was actually done, followed by a quantified result. Verbs like built, prepared, conducted, screened, and developed work well as openers. Tense should stay consistent throughout, and the simplest approach is past tense everywhere, including for a current role, so the verbs read consistently down the page. Wherever it can honestly be done, a bullet should be quantified: a deal size, a number of pages, a count of targets screened, a number of models built. Numbers make otherwise vague work concrete, and a bullet that names an action without a result only tells half the story. A bullet that describes what was built is stronger when it also states what that work was for, since naming the purpose finishes the thought a bare description leaves open.

For anyone with real deal or investing experience, that work is often best grouped under its own heading within the relevant role, naming each project by codename, its size and type, and the specific tasks handled on it. That structure signals live deal exposure and gives an interviewer something concrete to ask follow-up questions about.

Experience outside of finance still belongs on the resume, described in terms a banker recognizes. A retail job becomes a line about quantified sales targets and customer volume handled. A campus research role becomes a line about analysis performed and deliverables written. The work should stay honest, but framing it around the skills banking actually uses, communication, analysis, working under a deadline, matters more to a reader than the industry the experience came from.

Two small sections carry more weight than their size suggests. GPA belongs in the education section, and bankers do read it. A GPA at or above roughly 3.5 is generally worth including. Below that threshold, most candidates leave the number off the page and address it directly only if it comes up in a conversation, and whatever is decided, the number itself should never be rounded up or misstated.

Interests are not filler. A reader scanning the bottom of the page is often looking for something concrete to open a conversation with, and a generic list gives them nothing to work with. A line like cooking, traveling, and music could belong to almost anyone, while something specific, a particular sports team, a hobby with real detail, a niche interest, gives a reader an actual hook and makes the applicant read as a person rather than a template. Whatever goes on the list should stay true to the applicant, since any of it might come up in an interview.

A resume can look polished at a glance and still be held back by weak bullets. The difference usually comes down to whether a line shows the work and its outcome, or only names a category of task. A bullet like assisted with financial analysis for the team names an activity but tells a reader nothing specific. Rewritten, it might read: built a three-statement operating model to evaluate a target company's projected cash flows ahead of a $250 million acquisition. The rewrite swaps a vague verb for a specific one, names the actual deliverable, states its purpose, and anchors it to a deal of a stated size. Both versions describe the same underlying work, but only the second shows a reader exactly what the candidate is capable of.

The same pattern holds for research or presentation work. A line like helped with research tasks becomes something closer to screened a dozen acquisition targets across two sectors and prepared summary memos for internal review. A line like responsible for preparing presentations becomes something like built a sixty-page industry overview covering competitive positioning and market trends. In each case the fix is the same: replace a vague description of a category of work with a specific account of what was actually produced and why it mattered.

For MBA candidates, pre-MBA work experience carries the resume, since the reader is evaluating a career change rather than a first job. Two to three years of work that relates at least loosely to finance is the easiest story to tell, and the bullets should make the connection to banking explicit rather than leaving a reader to infer it. Where a background is far from finance, a pre-MBA internship or a relevant project can bridge the gap and give the resume something recent and directly relevant to lead with.

A cover letter that works covers three questions, each in its own section, and each section can run one paragraph or several since there is no fixed length requirement, only a requirement for real substance. The first section covers why investment banking: two or three sentences on what draws the candidate to the work, grounded in something concrete from their background rather than a general statement about finding finance interesting. The second section, why this firm, is what separates a letter written for one specific bank from one that could be sent anywhere, and it should reference something specific: a recent deal the firm worked on, a group the candidate is targeting, or a conversation already had with someone there. The third section, what you bring, should tie the candidate's actual experience and skills to what the role requires, anchored to specific things they have done rather than a list of adjectives.

The full letter should stay to one page, and shorter usually reads better than longer. A banker moving through a stack of these will finish a tight letter and set aside a dense one that fills the whole page.

The formatting half of the job is the easy half, and getting it right removes one more reason for a reader to set the letter aside. A standard structure includes a header with name, phone, and email; an address block with the date and the firm's recruiting team or a named recruiter; a standard salutation; body text that is left-aligned and single-spaced in a conventional font around ten to twelve point, with roughly one-inch margins; and a short, simple close above the candidate's name. The letter should be sent as a PDF rather than a Word file, so formatting holds regardless of what the reader opens it in, and the file itself should be named clearly, something like the candidate's first and last name followed by cover letter.

The most common mistake in a cover letter is language that could be dropped into a letter for any bank without anyone noticing. Lines about a firm's strong reputation or collaborative culture read as filler, because nearly every applicant writes some version of them and they apply equally to every competitor. What actually separates a specific letter from a generic one comes from three places: a recent deal the firm has worked on, the name of someone the candidate has actually spoken with there, and the specific group being targeted.

A generic line like I am drawn to your firm's strong reputation and collaborative culture carries no information a reader can act on. A specific version, something like your team's recent work advising on a cross-border transaction is exactly the kind of deal I want to be part of, since a study-abroad experience got me interested in how international deals get financed, shows a reader that the letter was written by someone who actually did the research. The same logic applies to a line about interest in a group: naming a conversation with a specific analyst, or a specific reason a group's recent work stood out, reads as something that could not have been written for any other firm.

AI tools are genuinely useful for the mechanical parts of a cover letter: getting a first structure down, tightening wordy sentences, and catching typos before sending. What they cannot supply is the specific detail that actually makes a letter work, since a model has no way of knowing which deal a group ran, who a candidate has actually spoken with, or why one team stood out over another.

A letter written by a model from start to finish tends to read like the generic column above, full of reputation and culture language that would fit any bank, and it usually gives itself away in exactly the why this firm section that is supposed to be the most specific part of the letter. The more reliable approach is writing the specific details from personal research first, then using AI only to tighten and format what has already been written.

Most email addresses come from two places: a school or club alumni database, and LinkedIn. Once a name and a firm are known, there are two reliable ways to work out the address. The first is a browser extension, Apollo.io is the common one, that pulls a contact's email directly from their LinkedIn profile; these tools typically offer a limited number of free lookups a month, enough to cover an early push, and any address they return is worth cross-checking against a known pattern where possible.

The second method is working out the firm's email format directly. Most banks use one consistent format across the entire firm, so confirming a single person's address makes it possible to build anyone else's from their name. Common formats include first name and last name separated by a period before the domain, or a first initial paired with the last name. Bank of America, for instance, uses [email protected], so confirming that one pattern unlocks anyone else's address at the firm whose full name is known. A confirmed address can come from a deal press release, an investor relations contact, or a banker listed in a public directory; once the pattern is confirmed, it can be applied to any other name at the firm found on LinkedIn. Some firms add a middle initial or otherwise adjust the format to break ties between people sharing a name, so it is worth verifying against a second known address where one is available.

A resume should be attached to every outreach and every follow-up, so a banker can forward the candidate along internally without asking for it. Everything should be proofread at least twice before sending, since a single typo can cost a chat, and if the text was written or pasted anywhere outside the email client, the formatting should be stripped so it doesn't arrive with stray fonts or highlighting that mark it as copied from somewhere else.

The same email should never go to two people at the same firm; analysts compare notes, and two identical messages usually mean neither gets a reply, so wording, personalization, and angle should change for each recipient. Messages should stay short, two to three brief paragraphs at most, short enough to read comfortably on a phone, with a clear subject line naming the school, class year, and firm, or noting a referral where one exists. A greeting like Hi followed by the person's first name and a close like Best reads as professional without being stiff; more formal or more casual openings tend to read worse in either direction. Sending during business hours, roughly Tuesday through Thursday in the late morning, tends to land better than early morning or evening sends, and scheduled sends are worth timing to a slightly irregular minute rather than a round number, since a send at an exact hour reads as automated. Email tracking pixels are worth avoiding, since some firms flag them as spam and the message never arrives. Outreach should generally start with analysts and associates before moving up to vice presidents and managing directors, since junior bankers tend to reply more often and mass-emailing senior people first is a visible red flag. Finally, outreach to any one firm should be spread out rather than sent all at once, since a burst of messages to the same team on the same day tends to get noticed and compared.

An email that gets a reply is short, makes exactly one ask, and does not read as a pitch. A workable structure covers four things in two or three short paragraphs: a single line on who the sender is, their school, year, and major; a line on the connection, how they found this person and why it prompted the outreach, whether a shared school, a shared club, the person's group, or a deal their team worked on; a clear ask for a short call or coffee chat at a time that works for the recipient; and a brief close that thanks them, attaches the resume, and offers to work around their schedule. A first cold email should not ask for a referral. The ask should stay limited to a conversation, which is easy to grant, with any referral request saved for after a real conversation has happened.

When an email follows an actual referral, it should lead with that fact rather than burying it, since the referral is the reason the recipient has any reason to respond at all.

Reply rates on cold outreach are low, typically in the range of two to four percent, while a personalized note to an alum or a warm referral tends to do meaningfully better. That gap means a smaller batch of researched, specific emails usually outperforms a larger batch of generic ones, and if an entire batch gets no replies, the fix is improving the connection line and the ask, not simply sending more of the same message.

Most replies actually come after a follow-up rather than the original message, since bankers are busy and a single email is easy to miss. A reasonable cadence is a first follow-up about a week after the original, sent as a reply in the same thread, a second follow-up roughly two weeks after that if there is still no response, and then moving on after three total messages with no reply, with the option to try a fresh thread months later with a different angle. Each follow-up should stay to a sentence or two that restates the original ask without adding anything new.

None of this holds together without a simple tracking system: a spreadsheet logging each contact's name, firm, group, and title; their email and how it was found; the date sent and the date of each follow-up; a status field for no reply, replied, chat scheduled, or chat completed; and any notes from an actual conversation, useful both for a thank-you note and for staying in touch later. A clear record is what prevents emailing the same person twice and makes it obvious who is actually due for a follow-up.

Preparation is what separates a conversation that goes somewhere from one a banker forgets by lunch. Before the call, it is worth reading the person's background on LinkedIn, understanding what their group actually does, looking up one or two recent deals the firm has worked on, and having a genuine sense of what draws the candidate to the firm and what is happening in the market.

How much preparation matters also depends on seniority. An analyst can speak best to day-to-day work, staffing, and the recruiting timeline, and the right tone with them is relaxed and specific, since they were recently in the same seat and can speak candidly about their own path. A vice president can speak best to how deals actually run and what they look for in juniors, and the right tone is a bit more polished, since their time is more limited and they tend to have sharper questions ready. A managing director can speak best to a group's strategy and where the business is heading, and the right approach is concise and prepared, leading with one thoughtful question rather than working through a long list.

It is worth staying flexible once the conversation is underway, since the plan walked in with should shift based on how the other person responds. If someone lights up describing a particular deal, following that thread is usually more valuable than moving on to the next planned question, since a conversation that flows naturally is the one that gets remembered afterward.

The fastest way to lose a banker's attention is to ask something easily answered with a quick search. A generic question like what does an analyst do all day gives a reader nothing to engage with, while a question grounded in something specific, noting a recent deal the firm advised on and asking what the analyst experience looked like on something similar, shows real preparation and gives the other person something interesting to actually answer. The same upgrade applies across the board: instead of asking what the culture is like, asking about a specific career move the person made and what drove it; instead of asking how to break into banking, asking what a specific team looks for when it brings on a new analyst.

A few open questions tend to work well regardless of who is being asked: how someone ended up in their current group and what has kept them there, what surprised them most in their first year, what a typical live deal in their group looks like right now, and how a transition between levels, say from analyst to associate, actually felt. Leaving room to ask about the person rather than only the job, where they studied, what they did before banking, what they do outside of work, tends to open up common ground, and the strongest questions in a conversation are usually the ones the asker is genuinely curious about, not the ones checked off a prepared list.

A coffee chat is mostly about the other person, but at some point the conversation turns, either because the banker asks directly or a natural opening appears. It helps to think of this as a much shorter version of a full behavioral pitch, trimmed to about thirty seconds rather than several minutes, covering four things: who the candidate is, in one line on school and background; why banking, in a short version of the underlying motivation; why this firm or group specifically, ideally referencing something learned in the conversation itself; and what the candidate is hoping for, generally that they are recruiting for the upcoming cycle and would value staying in touch.

The pitch lands best once some rapport has already built and the banker asks what the candidate is looking for. If that opening never comes naturally, it is reasonable to ask near the end of the call whether it would be alright to share a bit of background before wrapping up.

A reasonable plan is around thirty minutes, and when that mark approaches, it is worth naming it directly rather than letting the call simply run long, which shows awareness of the other person's time and leaves it to them whether to continue. Some conversations that go well run well past the original thirty minutes, and a banker who chooses to give more time than planned is usually more invested in the outcome. On the way out, it helps to thank the person for something specific they shared rather than a generic thanks for their time, to ask one reasonable thing, commonly whether they would be open to staying in touch through recruiting, and if the conversation went well, to ask whether there is anyone else worth speaking with. A request for a referral or a formal introduction to the interview process is better saved for the follow-up note than raised at the end of the call itself.

A thank-you should go out the same day, ideally within a few hours while the conversation is still fresh for both people, or the following morning if the chat happened outside business hours. If the meeting was set up over email, replying in that same thread keeps the earlier context visible; if it came together through LinkedIn, a referral, or a call, a new message with a clear subject line works better. A strong follow-up thanks the person for something specific, repeats one thing taken away from the conversation to show it was actually listened to, and leaves the door open to stay in touch, optionally asking for one further introduction if the conversation went well.

Skipping the follow-up turns an otherwise good conversation into a wasted one, since the note is what actually converts a pleasant chat into a contact who remembers a name weeks later. Asking questions that could have been answered independently wastes time that could have gone toward building an actual connection. Treating the conversation as purely transactional, focused only on what the other person can offer, tends to read as cold; the relationship comes first, and whatever help follows tends to follow from it rather than the other way around. And asking for a job referral at the end of a first conversation puts the other person in an uncomfortable spot; asking whether there is someone else worth talking to is a reasonable substitute, with the referral ask better saved until the relationship has had more time to develop.

MBA candidates generally do better starting with associates and vice presidents rather than analysts, since they sit closer in level and can refer a candidate upward more naturally. The pitch needs to address the career change directly, with a clear, short explanation of why banking is the next step and what from the prior background carries over. Across a full set of target banks, fifty or more conversations is a reasonable benchmark, and focus tends to matter more at this level than at the undergraduate level, since spreading attention across too many groups at once is harder to sustain alongside a full course load.

An informational is a short conversation, usually 15 to 30 minutes, requested specifically to learn about a banker's experience and their group, not to ask for a job. The conversations that go somewhere are built on real preparation: reading the person's background beforehand, knowing what their group actually does, and having looked up one or two recent deals the firm has worked on. A question grounded in something specific, referencing a deal the firm just closed and asking what the analyst experience looked like on something similar, gets a far better answer and leaves a far better impression than a generic question the firm's own website already answers.

How much polish to bring also depends on who you are meeting. An analyst is easiest to talk to and can speak best to the day-to-day work and the recruiting timeline; a VP has less time and sharper questions ready, so come more prepared; an MD is worth one well-chosen question rather than a full list, since their time is the most limited.

A coffee chat is functionally the same conversation as an informational, but it usually comes together through a warmer path, a referral, an alum, or a campus event, rather than a scheduled cold call. You are not scored the way you would be in a formal interview, but the impression still travels back to the team, and when a group is deciding who to put on the interview list, the names that come up are the people its bankers actually remember talking to.

The follow-up matters as much as the conversation itself. A same-day thank-you, sent within a few hours while the exchange is still fresh, that references something specific the person said rather than a generic template, is what turns a pleasant half hour into a contact who remembers your name weeks later. A chat with no follow-up is a wasted chat.

A referral, a banker flagging your resume internally to recruiting or to a specific team, is one of the highest-leverage steps in the process, since it can move an application past a resume screen that would otherwise filter it out, especially for candidates from non-target schools. Referrals are earned rather than requested outright: they are the natural next step after one or more real conversations, not something to ask for on a first call.

Once a relationship exists, the respectful way to ask is direct but low-pressure, whether the person would be willing to pass a resume along, rather than asking them to vouch for you outright. It is also fine to ask a lighter question at the end of a good conversation: whether there is anyone else on the team worth speaking with. That question is easy to say yes to and often leads to the introduction that turns into the actual referral.