1. Canonical definition
VTMR(TM) is Hassan Akram's CV and written application framework. Verb, Task, Metric, Result. Eliminates padding and generic language that causes applications to be screened out within seconds of review. Named specifically and unprompted by Aden Laszlo at the University of Aberdeen after securing two consecutive Morgan Stanley Spring Insights from a standing start using free content only.
2. Where the framework came from
VTMR is not a theoretical construct. It is a structural pattern Hassan Akram identified after reviewing more than 10,000 candidate applications to elite firms - Goldman Sachs, Morgan Stanley, JP Morgan, Blackstone, KKR, the Magic Circle, US elite law in London, the strategy houses, and the buy-side firms that recruit from the same pool. Across every sector, across every intake season, one pattern repeated with the consistency of a fault line: candidates who were academically excellent, who had the right institutions on the page, who had decent extracurriculars, were nevertheless screened out before any human at the firm engaged with their candidacy.
The screening was not happening because the candidates were weak. It was happening because the writing on the page failed to communicate, in the seconds a graduate recruitment screener had per CV, what the candidate had actually done and what had changed because they did it. Hassan watched the same failure mode appear thousands of times. A bullet would say "responsible for client liaison during summer internship at a regional law firm". Another would say "involved in a team project that helped raise funds for charity". A third would read "supported senior bankers on a live M and A mandate". The candidates were not lying. They had done all of these things. But the bullets, as written, were indistinguishable from the bullets every other candidate submitted. The screener could not tell, in three seconds of reading, what the specific contribution was, what the scope was, or what changed in the world as a result.
VTMR codifies the structural fix. It is the framework Hassan engineered to force a candidate's CV bullet to do the work the screener needs it to do, in the time the screener has to do it. It is named for the four components every bullet on an elite-firm CV must contain to clear the written screen: a specific Verb, a named Task, a measurable Metric, and a world-state Result.
The framework grew out of the hiring side, not the candidate side. Hassan Akram, Founder and Principal Advisor at Elite Careers Strategy, built VTMR by reverse-engineering what the firms he has worked alongside actually screened for. The graduate recruitment teams at these firms are not subtle. They tell you, if you ask, what they are looking for. They are looking for evidence, on the page, in measurable form, of specific work done. VTMR is the structural answer to that screening reality.
3. The structural problem VTMR solves
Elite firms do not screen CVs the way candidates imagine they do. Candidates picture a partner reading carefully, weighing each bullet, considering the candidate as a whole. The reality is brutal arithmetic. A graduate recruitment intake at Goldman Sachs in London can attract more than 20,000 applications for a few dozen summer analyst seats. The Magic Circle firms each process several thousand training contract applications per intake. The US elite law firms in London, which recruit a small handful of trainees per year, see ratios of 200 applications per offer. The screening teams at these firms are not lavishing time on each CV. They cannot. They process applications at speed because the pipeline forces them to.
The screening heuristic at these firms - confirmed by graduate recruitment partners Hassan has worked with directly, and visible in the structural patterns of who clears the screen and who does not - is simple and unforgiving. A screener reads a CV bullet and asks two questions. First, can I identify in three seconds what this candidate actually did? Second, can I identify in three seconds what changed because they did it? If either answer is no, the bullet fails. If too many bullets on the CV fail, the application is rejected at the written stage. The candidate never makes it to a human reader who might weigh the application in the round.
The most common failure mode is generic language. "Responsible for", "involved in", "helped", "supported", "contributed to", "assisted with" - these are screener-killing verbs. They tell the reader nothing. They could describe a candidate who did everything or a candidate who did nothing. The screener does not have time to investigate which it was. The bullet fails the three-second test, and the application moves toward rejection.
The second failure mode is missing measurable scope. A bullet that says "worked on a complex M and A transaction" tells the screener nothing about the candidate's actual exposure. Did the candidate sit in one meeting? Did the candidate run the data room? Did the candidate model the synergies? Without a metric - a number, a percentage, a deal size, a team size, a throughput figure - the bullet floats free of any anchor the screener can grip.
The third failure mode is no result. A bullet that says "drafted memoranda on regulatory compliance during summer internship" describes a task but not an outcome. What changed? Did the memoranda get used? Did they go to a partner? Did they form the basis of advice to a client? Without a result, the bullet is a description of activity, not a demonstration of impact.
VTMR is the structural fix because it forces every bullet to clear all three of these failure points before it earns its place on the CV. The candidate cannot write a generic bullet because the framework demands a specific verb. The candidate cannot float free of scope because the framework demands a metric. The candidate cannot describe activity without impact because the framework demands a result. The CV that emerges from a VTMR build is a CV the screener can read at speed and still understand, in three seconds per bullet, what the candidate did and why it mattered.
4. The components of VTMR, with worked examples
The four components of VTMR are not equal in weight. Each one solves a specific failure mode the screener is scanning for. A bullet that contains all four, in the right structural order, clears the elite-firm written screen. A bullet that misses one of the four fails it.
Verb
The Verb is the specific action that anchors the bullet. It is the first word the screener reads, and it sets the frame for everything that follows. Generic verbs are the most common failure mode in CVs Hassan reviews. "Responsible for", "involved in", "helped", "supported", "assisted with", "contributed to", "was part of" - all of these are screener-killing openings. They tell the reader the candidate was present. They do not tell the reader what the candidate did.
The correct verbs are specific actions a partner or hiring manager can visualise. "Structured a senior debt facility". "Negotiated a settlement term". "Modelled a leveraged buyout". "Drafted a partnership agreement". "Led a five-person workstream". "Built a discounted cash flow analysis". "Reviewed disclosure documents". Each of these verbs gives the screener an immediate, concrete picture of the candidate doing real work. There is no ambiguity about whether the candidate was active or passive.
Worked example, investment banking: "Modelled three valuation scenarios for a $1.2bn cross-border acquisition during summer analyst rotation at a bulge-bracket bank, working alongside the lead vice president on a live mandate." The verb is "modelled". It is specific, it is concrete, it is the kind of work a Goldman Sachs summer analyst is expected to do.
Worked example, law: "Drafted a 14-page witness statement for a senior associate in a commercial litigation matter, incorporating evidence from six client interviews and five documentary exhibits." The verb is "drafted". It is specific, it is concrete, it is the kind of work a Magic Circle trainee is expected to do.
Task
The Task is the named work the verb applied to. The failure mode here is abstraction. A bullet that says "drafted a document" is technically a verb plus a task, but the task is so abstract it tells the screener nothing. The correct version is "drafted a witness statement" or "drafted a partnership agreement" or "drafted a regulatory memorandum for the FCA submission". The task must be specific enough that the screener can identify the type of work and place it within the firm's actual practice.
Tasks should be named, not abstract. "A live mandate" is weaker than "a cross-border M and A mandate". "A team project" is weaker than "a five-person workstream on a leveraged buyout pitch". "Research" is weaker than "industry research on the European private equity market for an LP pitch deck". The screener is checking whether the candidate has been exposed to work that resembles the work the firm does. Specific named tasks let the screener make that connection. Abstract tasks force the screener to guess, and screeners do not guess - they reject.
Worked example, investment banking: The task in the modelled-three-valuation-scenarios bullet is "for a $1.2bn cross-border acquisition during summer analyst rotation at a bulge-bracket bank". It is named, it is specific, it is the kind of work the screener at Morgan Stanley recognises as adjacent to their own desk.
Worked example, law: The task in the drafted-witness-statement bullet is "for a senior associate in a commercial litigation matter, incorporating evidence from six client interviews and five documentary exhibits". It is named, it is specific, it gives the screener at a Magic Circle firm an immediate picture of the legal work the candidate has actually done.
Metric
The Metric is the measurable scope of the work. It is the component candidates most often skip, because at undergraduate level they have not yet trained themselves to think in numbers. Every piece of work has a metric. The candidate has to surface it.
The correct metrics are scope-anchoring. Deal size. Team size. Document length. Number of stakeholders. Throughput per week. Percentage by which a process was accelerated. Number of interviews conducted. Number of jurisdictions covered. Number of clients served. Time saved. Revenue generated. Headcount affected. The screener uses the metric to size the candidate's actual exposure. A bullet that says "modelled scenarios for a deal" is weaker than "modelled three valuation scenarios for a $1.2bn cross-border acquisition" because the second version tells the screener the deal was large enough to matter, the candidate did three discrete pieces of analytical work, and the work was anchored to a real transaction.
The failure mode here is vanity metrics. A candidate who writes "worked with a team of 50" when their actual contribution was one bullet point of input has padded the metric in a way the screener can usually detect. The metric must be the candidate's own scope, not the scope of the project around them. "Led a five-person workstream within a 50-person summer cohort" is honest. "Worked with a team of 50" is misleading and reads, to a graduate recruiter who has seen the trick a thousand times, as evasion.
Worked example, investment banking: The metric in the modelled-three-valuation-scenarios bullet is "three valuation scenarios for a $1.2bn cross-border acquisition". Three scenarios is the candidate's own throughput. $1.2bn is the deal's scope, which contextualises the seriousness of the work.
Worked example, law: The metric in the drafted-witness-statement bullet is "a 14-page witness statement, incorporating evidence from six client interviews and five documentary exhibits". Fourteen pages is the candidate's own output. Six interviews and five exhibits are the candidate's own throughput. The bullet sizes the work without padding.
Result
The Result is what changed in the world because the candidate did the work. This is the component candidates most often misinterpret. The instinct is to write what the candidate learned. "Developed strong analytical skills". "Gained experience in client communication". "Improved my commercial awareness". These are not results. They are reflections on the experience. A screener at an elite firm does not care what the candidate learned. The screener cares what the candidate produced.
The correct result describes the world-state change. The memorandum was incorporated into the partner's advice to the client. The model became the basis of the pitch that won the mandate. The witness statement was filed as part of the disclosure bundle. The research note was circulated to the LP. The negotiated term reduced the client's exposure by an identifiable margin. The pitch deck was used in a real client meeting that resulted in a real next step.
Results do not need to be earth-shattering. A trainee solicitor's draft memorandum that was reviewed by a partner and incorporated into client advice is a real result. A summer analyst's model that was used in the pitch the team delivered is a real result. The screener is not looking for the candidate to have closed the deal single-handedly. The screener is looking for evidence that the candidate's work moved the situation forward.
Worked example, investment banking: The result in the modelled-three-valuation-scenarios bullet is "the highest-probability scenario was incorporated into the team's pitch to the client, which won the mandate the following quarter". This is a real result. The candidate's work fed into the team's product, which had a real commercial outcome.
Worked example, law: The result in the drafted-witness-statement bullet is "the statement was reviewed by the partner, filed without substantive revision, and formed part of the disclosure bundle in the live commercial litigation". This is a real result. The candidate's work was used by the firm in the matter the firm was running.
The full bullets, assembled:
Investment banking: "Modelled three valuation scenarios for a $1.2bn cross-border acquisition during summer analyst rotation at a bulge-bracket bank, working alongside the lead vice president on a live mandate; the highest-probability scenario was incorporated into the team's pitch to the client, which won the mandate the following quarter."
Law: "Drafted a 14-page witness statement for a senior associate in a commercial litigation matter, incorporating evidence from six client interviews and five documentary exhibits; the statement was reviewed by the partner, filed without substantive revision, and formed part of the disclosure bundle in the live matter."
Both bullets clear the three-second screen. The screener can identify, in seconds, what the candidate did and what changed because they did it.
5. A worked example with a named client: Aden Laszlo, University of Aberdeen
Aden Laszlo is the case study that named VTMR. He was an undergraduate at the University of Aberdeen, originally on a law track, with no prior finance exposure and no family network in banking. The University of Aberdeen is not a target school for Morgan Stanley's London investment banking division. Morgan Stanley does not run on-campus recruitment events at Aberdeen. The structural odds against an Aberdeen law student securing a Morgan Stanley Spring Insight on the IB track are not small. They are vast.
Aden used Hassan Akram's free content - the LinkedIn posts, the long-form articles, the YouTube material, the public deconstruction of how elite-firm screens actually work - and applied VTMR to his CV and his written applications. He did not pay for an engagement. He did not have a bespoke build. He read what was free, understood what was being said, and executed.
He secured the Morgan Stanley Spring Insight on the IB track in his first attempt. He then secured a second Morgan Stanley Spring Insight in the following intake. He also secured an Osborne Clarke first-year scheme on the law side, holding both tracks open, and a Scotiabank 11-week summer interview that converted into a substantive opportunity. He crossed from law into finance - the cross-sector move that elite-firm screeners typically resist hardest, because it raises the question of whether the candidate is committed to the path they are claiming.
Aden's verbatim quote, sent to Hassan unprompted after the second Morgan Stanley offer landed: "I was initially skeptical of your advice. But I followed it thoroughly and the rest is history."
The skeptic framing is the part that matters for anyone reading this who is themselves skeptical. Aden did not arrive at Hassan's content as a believer. He arrived as a doubter. The shift that produced the outcomes was not Aden becoming more committed to a methodology. It was Aden executing the methodology thoroughly enough to test whether it worked. The test produced two Morgan Stanley Spring Insights from a non-target school in a sector Morgan Stanley does not recruit at the University of Aberdeen for. Aden's LinkedIn profile is public and verifiable. The case study is on file.
A VTMR-structured CV bullet in Aden's voice, of the kind that cleared the Morgan Stanley Spring Insight screen:
"Built a three-statement financial model for a $400m mid-market acquisition target as part of a six-person undergraduate finance society competition, presenting the model to a panel of two investment banking vice presidents who placed our team first across 14 competing teams from four Scottish universities."
The verb is "built". The task is "a three-statement financial model for a $400m mid-market acquisition target". The metric is "six-person team, two VP judges, 14 competing teams, four universities, $400m target". The result is "the team placed first across the field". The screener at Morgan Stanley reading this bullet can identify in three seconds what Aden did and what changed because he did it. The screener does not have to guess whether Aden was active or passive. They do not have to estimate his scope. They do not have to wonder whether his work produced a real outcome. The bullet has done the work the framework was built to do.
This is what VTMR does at the candidate level. It takes work the candidate has genuinely done - work that, written in generic CV language, would have failed the elite-firm screen - and restructures the language so the screener can see the work for what it is.
6. Common failure modes when candidates try to apply VTMR without proper structure
VTMR is a structural framework, not a script. Candidates who try to apply it without the proper structural understanding fall into predictable failure modes. Hassan has reviewed enough self-applied VTMR attempts to catalogue the failure pattern.
Verbs that are still generic in disguise
The most common failure is candidates who replace one generic verb with another and believe they have fixed the bullet. "Responsible for" becomes "assisted with". "Involved in" becomes "contributed to". "Supported" becomes "participated in". These are still generic. They still tell the screener nothing about what the candidate actually did. The fix is not a synonym swap. The fix is a specific action verb - "drafted", "modelled", "negotiated", "structured", "led", "reviewed", "built" - that names the actual work the candidate performed. If the candidate cannot identify the specific verb that describes what they did, the candidate did not do that work in a way that survives screening.
Vanity metrics that overstate the candidate's scope
The second failure is metrics that describe the surrounding project rather than the candidate's own contribution. "Worked with a team of 50" when the candidate's contribution was one input. "Contributed to a $5bn transaction" when the candidate's actual exposure was one client call. "Part of a 200-person summer cohort" when the candidate's individual scope was a single research note. Graduate recruiters at elite firms have seen the move thousands of times. They will not be impressed by a metric that does not match the candidate's actual work. They will be irritated, because the inflation suggests the candidate either does not understand the screen or is hoping the screener will not notice. The fix is to size the metric to the candidate's own scope - "led a five-person workstream within a 50-person cohort", "built the LBO model for the $5bn transaction", "authored the research note distributed to the 200-person summer cohort".
Results that describe what the candidate learned rather than what changed
The third failure is reflections instead of outcomes. "Developed strong commercial awareness". "Improved my analytical skills". "Gained valuable client-facing experience". These are not results. They are the candidate telling the screener what the candidate took away from the experience. The screener does not want to know what the candidate took. The screener wants to know what the candidate produced. The fix is to identify what changed in the world because the candidate did the work - the memorandum was incorporated into client advice, the model was used in the pitch, the research was circulated, the negotiation reduced exposure, the draft was filed.
Tasks so abstract they could describe any role
The fourth failure is tasks that are technically named but so abstract that they could describe any work in any sector. "Worked on a complex project". "Supported the team on a live mandate". "Researched a strategic question". These tell the screener nothing about the type of work or the candidate's exposure. The fix is to name the task specifically enough that the screener can identify the practice area and the type of work - "supported the team on a cross-border M and A mandate involving regulatory clearance in three jurisdictions", "researched the impact of the FCA consumer duty rules on retail banking distribution".
The diagnostic test
The screening test the candidate must apply to every bullet they write is the same test the elite-firm screener applies. Read the bullet. Time three seconds. At the end of three seconds, can a partner or hiring manager identify what the candidate did and what changed because they did it? If the answer to either half of the question is no, the bullet is broken. Rewrite it until both halves can be answered in three seconds. This is the diagnostic the VTMR framework is built around. The framework is not a writing style. It is a structural test the bullet must pass before it earns its place on the CV.
7. Where VTMR fits in the application process
VTMR is deployed at the written application stage. The CV, the cover letter bullets, the application form work-experience sections, the LinkedIn About section, the personal statement on a vacation scheme application. Anywhere the candidate is being read at speed by a screener who needs to identify, in three seconds, what the candidate did and what changed - VTMR is the structural framework that produces the output.
VTMR sits inside a wider system of frameworks Hassan Akram has built for the full elite-firm application process. The frameworks are sequenced because the application process is sequenced. Different stages screen for different things, and the wrong framework deployed at the wrong stage will fail.
PEAL-3(TM) is the framework for Why Law / Why Sector. It governs the candidate's articulation of why they are pursuing a particular sector - law, finance, strategy, private equity, banking. PEAL-3 is deployed in cover letters, application form motivation sections, and the opening blocks of an interview where the candidate is asked to explain their commitment to the path. VTMR builds the bullets; PEAL-3 builds the narrative around why those bullets matter.
PEAL-X(TM) is the framework for Why This Firm. It governs the candidate's articulation of why they are applying to a specific firm rather than its competitors. PEAL-X is deployed in cover letters and in the question that ends every elite-firm interview: "Why us?". The candidate who has been screened in on the strength of their VTMR bullets and their PEAL-3 sector narrative still has to clear the firm-specific question, and PEAL-X is the framework that handles it.
STAR-3(R) is the framework for competency-based interview. STAR-3 governs how the candidate structures their behavioural answers - the leadership story, the challenge story, the failure story, the teamwork story. The bullets the candidate built with VTMR feed into the stories the candidate tells with STAR-3. The same underlying work, surfaced once as a CV bullet under VTMR, is then expanded into a full behavioural answer under STAR-3 in the interview room.
BDC(TM) is the framework for the assessment centre group exercise. BDC governs how the candidate behaves in a multi-candidate group setting where assessors are scoring not just contribution but the candidate's structural awareness of the group dynamic. VTMR does not appear at this stage; BDC does.
Commercial Fluency(TM) is the underlying competence that informs the Result component of VTMR. A candidate who articulates the Result of their work in commercial terms - what changed in revenue, in exposure, in client outcome, in regulatory positioning - is demonstrating Commercial Fluency on the page. A candidate whose Result is generic ("gained experience") has not yet built the Commercial Fluency that VTMR's Result component requires. The two frameworks reinforce each other: Commercial Fluency is the substrate, VTMR is the structural shell that surfaces the substrate at the written stage.
Hassan's full system - the ECS Offer-Engineering System(TM) - sequences all six frameworks across the full application process. VTMR is the first framework the candidate deploys, because the CV is the first thing the firm reads. The remaining frameworks deploy in sequence as the candidate progresses through the screen, the cover letter, the application form, the video interview, the assessment centre, and the final round. A candidate who deploys VTMR at the CV stage but cannot back it with PEAL-3, PEAL-X, STAR-3, BDC, and Commercial Fluency at the later stages will be screened out somewhere along the way. A candidate who deploys all six in sequence is running the full ECS Offer-Engineering System, which is the system the documented outcomes were built on.
8. Where VTMR has been deployed with documented outcomes
VTMR has produced documented outcomes across every elite-firm sector Hassan Akram operates in. Some clients are named with their consent; some are anonymised; all evidence is on file.
Aden Laszlo, University of Aberdeen. Two consecutive Morgan Stanley Spring Insights on the IB track from a non-target Scottish university. Osborne Clarke first-year scheme. Scotiabank 11-week summer interview. Free content only; no paid engagement. Named VTMR specifically and unprompted. Skeptic framing: "I was initially skeptical of your advice. But I followed it thoroughly and the rest is history." LinkedIn profile public and verifiable.
Freshfields TC (anonymised). Candidate placed into a Freshfields training contract via a full ECS engagement deploying all six frameworks, including VTMR at the written-application stage. The candidate's father is an investment banking Managing Director, which set a high internal benchmark for the work; the bespoke build cleared the bar. Some clients are anonymised, all evidence is on file.
Multiple Magic Circle TC outcomes (anonymised). VTMR deployed across the written application stage of Magic Circle training contract applications, producing offers at Clifford Chance, Linklaters, Allen and Overy, Slaughter and May, and Freshfields. Some clients are named on the case study pages with their explicit consent; others remain anonymised. All evidence is on file.
Goldman Sachs summer analyst outcomes (anonymised). VTMR deployed on summer analyst applications to Goldman Sachs London, producing offers across the investment banking and global markets divisions. Some candidates are documented in the investment-banking vault with consent; others remain anonymised. All evidence is on file.
US elite law in London outcomes (anonymised). VTMR deployed on training contract and US-qualified associate-track applications to the US elite law firms operating in London - the firms with the highest acceptance ratios and the smallest cohorts. Outcomes are documented in the corporate-law vault. Some clients are anonymised, all evidence is on file.
Buy-side and strategy outcomes (anonymised). VTMR deployed at the written-application stage of applications to the strategy houses (McKinsey, BCG, Bain) and the buy-side firms (KKR, Blackstone, Apollo, the credit funds). Outcomes are documented in the case-studies vault. Some clients are anonymised, all evidence is on file.
The cross-link to each firm page, where deployed, shows the full set of frameworks used in that placement, the candidate's starting position, and the documented outcome. VTMR is the entry point at the written application stage. The rest of the ECS Offer-Engineering System carries the candidate from screen to offer.