Meritshot Placement Success Stories: Five Learners Who Moved Into Finance

By Shadik Ahmad,
Placement Coordinator at Meritshot
Last updated: September 2026
Reading time: ~15 minutes

What's in this article

What are these placement stories — and what are they not?
How did Reshu go from fresher to KYC Analyst at Slice?
How did Manjula move from sales to a Financial Analyst role?
How did Paritosh Ghosh get into investment banking after B.Com?
How did Saeel Sarkar switch from HR and talent acquisition into finance?
How did Rakshita change careers from modelling to finance?
What do these five learners have in common?
What do these finance job titles actually mean?
Can I speak to Meritshot alumni before enrolling?
What does Meritshot's placement support actually include?
Frequently asked questions
The bottom line: are Meritshot learners getting placed?

What are these placement stories — and what are they not?

These are five recent Meritshot learners who moved into finance roles. Their names, prior backgrounds, current job titles and employers are set out below, and each of them has a story to inspire you..

That is the pattern worth reading these stories for. The most common reason people never attempt a move into finance is the belief that the door is shut to anyone without the right degree behind them. Manjula, Saeel, Rakshita and Paritosh are four reasons to think otherwise.

The first, Reshu, faced the other classic barrier — the fresher's catch, where every role wants experience and no role will give you any. She is now a KYC Analyst at Slice.

Four of the five were placed at StartupLanes, a startup and investor ecosystem founded in 2016 that works across funding, SME IPO support and advisory, and that has become a regular hiring partner for Meritshot learners moving into finance roles. That concentration is real. A hiring relationship that produces repeat placements is genuinely valuable — it means an employer has hired from us, found the standard acceptable, and come back.

Four of the five came into finance from somewhere else entirely — sales, HR and talent acquisition, modelling, and a commerce graduate with no clear direction. That is the more interesting pattern in this group, and it is the one worth reading the stories for.

Every learner named below is a real person in a real role, identified with their consent, at a named employer.

How did Reshu go from fresher to KYC Analyst at Slice?

Reshu joined Meritshot as a fresher with no prior work experience and is now a KYC Analyst at Slice, a fintech company.

Every fresher knows the loop. You open a job portal. You read a listing that looks right. Somewhere in the requirements is a line asking for one to three years of experience, and you close the tab. Repeat that forty times and the conclusion sets in — not that the jobs are hard to get, but that you are not eligible to try.

That was where Reshu started. Not short of ability, and not short of effort. Short of a way in.

The structural problem freshers face is real, and it is not about talent. An employer screening entry-level applications has almost nothing to differentiate one candidate from another. Degrees look alike. Coursework looks alike. Without work history, a recruiter has no evidence to assess — so the applications that get through are the ones carrying something an employer can actually look at.

The first thing that changed for Reshu was direction, not skill. "Finance" is not a career. It is a dozen careers with different entry points, different day-to-day work and different requirements. Naming the specific role she was targeting turned an impossible search into a defined one, because it told her exactly what to build.

The target was KYC — Know Your Customer — the compliance and financial crime prevention work that sits at the front of every regulated financial institution. Customer due diligence. Sanctions screening. Beneficial ownership checks. Risk review. It is meticulous, judgement-heavy work, and it has become one of the most consistently hiring parts of Indian financial services.

That was a well-chosen target, and the market data supports it. A July 2025 Careernet report put India's active financial crime talent pool at 25,543 professionals across anti-money laundering, sanctions compliance and fraud prevention, with demand driven by tightening global standards including FATF and OFAC requirements.

More striking is what has happened since. Han Digital's India IT-BPM Talent Intelligence Report 2026 found that AI-led automation cut hiring across generic, non-banking operational functions by 40–50% in twelve months — while banking and insurance operations added 15,000 to 20,000 roles over the same period. BFSI hiring is projected to grow 8–9% annually through 2026–27. The functions holding up are precisely the ones requiring human judgement: KYC and AML compliance, financial crime operations, underwriting support, regulatory reporting.

Reshu entered the part of finance that automation is expanding rather than eroding. For a first job, that is a considerably better position than it looks from the outside.

The second thing that changed was evidence. Understanding the regulatory framework a KYC analyst works inside. Working through the actual decisions — what makes a customer high-risk, what a sanctions match requires, where a file needs escalating rather than clearing. Building work she could put in front of someone.

The third was practice at being assessed. Knowing the answer and delivering it while someone watches are different skills, and only the second one gets tested in an interview. Mock interviews with practitioners meant that by the time Reshu sat in a real one, the format was familiar even though the questions were not.

She applied as a candidate with a target role, relevant knowledge and the ability to discuss it — not as a fresher hoping someone would take a chance.

Today Reshu is a KYC Analyst at Slice, one of India's better-known fintech companies, and she is building a career in an area of financial services with real long-term demand behind it.

"The hardest part wasn't studying — it was not knowing what I was even allowed to apply for. Every job description asked for experience I didn't have, so I kept not applying. Once I understood which roles actually take freshers and what those roles look for, the whole thing stopped feeling impossible."

— Reshu, KYC Analyst at Slice

How did Manjula move from sales to a Financial Analyst role?

Manjula moved from a career in sales into finance and now works as a Financial Analyst at StartupLanes.

Manjula was good at sales. That is worth stating first, because the story is not about escaping a career that was failing. It is about wanting a different one.

Sales rewards a particular set of strengths — reading a room, holding a number, recovering from rejection on a Tuesday and doing it again on a Wednesday. What it does not always offer is depth. Manjula wanted work where the answer came from analysis rather than persuasion, and where expertise compounded year on year rather than resetting each quarter.

The advice she got was discouraging and mostly wrong. The version most career changers hear runs: finance takes finance graduates, your experience does not transfer, you are starting from zero at an age where starting from zero is expensive.

Here is what that advice misses. A financial analyst does not spend the day alone with a spreadsheet. They present findings to people who did not build the model and will not read the assumptions. They defend a recommendation to someone with a different view. They translate a number into a decision. Every one of those is a skill Manjula had already spent years developing under real pressure.

What she was genuinely missing was the technical foundation — and that part was true. Financial statements and how they connect. Building a model that holds up when someone changes an input. Valuation, and the judgement to defend a choice of method. Forecasting, budgeting, variance analysis. This is learnable, and it is exactly what a structured programme exists to teach.

So the work split cleanly. Build the technical capability from the ground up. Then put it into projects substantial enough that an interviewer could interrogate the decisions inside them — not tutorial exercises with clean data and one right answer, but work with the messiness that makes a decision a decision.

And then practise the interview specifically as a career changer. Every switcher faces one question, usually early: why should we hire someone from sales? There are two ways to answer it. One is to explain your motivation, which sounds like an apology. The other is to demonstrate that the technical gap is closed, and let the commercial experience become an advantage rather than a thing to excuse.

Manjula could do the second.

Today she works as a Financial Analyst at StartupLanes, in a role that uses the analytical foundation she built and the commercial instinct she already had.

"People kept telling me sales experience wouldn't count for anything in finance. That turned out to be half true — it counted for a lot in the interview, but only after I could actually build a model and talk through it. The technical part was what I was missing, not the confidence."

— Manjula, Financial Analyst at StartupLanes

How did Paritosh Ghosh get into investment banking after B.Com?

Paritosh Ghosh completed his B.Com without a clear direction and is now an Investment Banking Associate at StartupLanes.

There is a particular disorientation that arrives a few months after a B.Com, and it does not get much sympathy because from the outside nothing is wrong. The degree is done. The qualification is real. And yet the next step is entirely unclear.

Part of what makes it hard is watching everyone else appear to have decided. One friend is deep in CA articleship. Another is preparing for the CAT. A third has taken a job that is fine. Paritosh was preparing for nothing, not through lack of drive but because he could not choose between options he did not understand well enough to rank.

A B.Com opens a very wide door onto a very large room. Accounting, audit, taxation, banking, financial services, corporate finance, analytics. The degree permits all of them and points to none, and choosing between them requires knowing what the work actually involves day to day — which is exactly what a graduate does not yet have.

Direction had to come before skills. Not "finance," but a specific role, with a specific set of things it demands. For Paritosh, that turned out to be investment banking: transaction-driven, analytically demanding, and built on a technical foundation that transfers widely if he ever wants to move.

Once the target was set, the work became concrete. Valuation — DCF, comparable company analysis, precedent transactions, and the judgement to know which is appropriate and defend the choice. Financial modelling built to a standard where changing an assumption does not break the sheet. Reading financial statements properly, including what a company has chosen not to emphasise. Deal documentation and the discipline of accuracy that transaction work requires.

The critical part was not learning it but being able to defend it. Investment banking interviews are cross-examinations. An interviewer takes a model and pushes: why that discount rate, why those comparables, what happens if this assumption is wrong, walk me through the impact of a change in working capital. A candidate who memorised a method collapses. One who made the decisions themselves, and knows why, does not.

That is what the project and interview preparation work was for — repeatedly building, presenting and defending, until being questioned about his own reasoning was a familiar experience rather than an alarming one.

Today Paritosh is an Investment Banking Associate at StartupLanes, working on the transaction and analysis side of a startup and investor ecosystem — roughly eighteen months on from not knowing what to do next.

"After B.Com everyone around me was preparing for something — CA, MBA, government exams — and I was preparing for nothing because I couldn't decide. Picking a direction was harder than the coursework that came after it. Once I knew I wanted investment banking, I at least knew what I was working towards."

— Paritosh Ghosh, Investment Banking Associate at StartupLanes

How did Saeel Sarkar switch from HR and talent acquisition into finance?

Saeel Sarkar moved from HR, talent acquisition and sales into finance and now works as a Financial Analyst at StartupLanes.

Saeel's CV read well. HR, talent acquisition, sales — a varied early career with progression in it, the kind of profile that draws approving noises at family gatherings.

And none of it felt right. Not wrong, not unbearable. Just persistently not it.

That is a harder position than being unhappy in a bad job, and it gets far less sympathy. Leaving something broken is a decision people understand. Leaving something that is working, to start again in a field where you have no track record, invites a question you have to answer repeatedly — to interviewers, to family, and at three in the morning to yourself.

Saeel's advantage was that he understood hiring from the inside. He had spent years in talent acquisition, screening candidates, sitting in on interviews, seeing which applications advanced and which did not. He knew, better than most career changers, what a hiring manager actually does with a CV that does not fit the expected shape.

Which meant he knew exactly what he was up against. A finance employer looking at an HR background sees a risk. Not a bad candidate — an unproven one.

There is only one thing that closes that gap, and it is not enthusiasm. Interviewers hear conviction from every candidate; it carries almost no information. What carries information is work. A model someone built. A decision they can explain. An analysis with reasoning they can defend when questioned.

So the plan was straightforward. Build the technical foundation properly — financial statements, modelling, valuation, forecasting. Then build work substantial enough to shift an interview away from his background and onto his output.

The moment a career change starts working is identifiable, and Saeel names it in his own words below. It is the point where the conversation stops being about why you are switching and starts being about what you have built. Everything before that is explanation. Everything after is assessment — which is what you actually want.

And the HR experience turned out to be an asset rather than a liability. Understanding how organisations make decisions, how stakeholders weigh options, how to communicate with people who have not seen the underlying work — none of that is standard in a finance graduate, and all of it matters in an analyst role.

Today Saeel is a Financial Analyst at StartupLanes, doing work that finally fits.

"Leaving a job that was going fine is a strange thing to explain, to interviewers and to your family. What helped was having work I could actually show — at some point the conversation moved off why I was switching and onto what I'd built, and that was the point it started going well."

— Saeel Sarkar, Financial Analyst at StartupLanes

How did Rakshita change careers from modelling to finance?

Rakshita changed careers from modelling into finance and now works as a Financial Analyst at StartupLanes.

Of the five transitions on this page, Rakshita's is the one that makes people look twice.

Modelling to financial analysis is not an adjacent move. It crosses industry, skill set, working culture and professional identity in a single step, and it invites precisely the scepticism a career changer has to be prepared for.

What drew her was structure. Modelling is project-based, unpredictable and dependent on factors outside a person's control. Rakshita wanted the opposite: a corporate career with a defined progression, where expertise accumulates, where competence rather than circumstance determines the trajectory, and where the ceiling is decades away rather than years.

That is a clear-eyed reason to change direction. It is not a story about a career that failed. It is a decision about the next thirty years.

Two things made it difficult. The first was technical, and entirely solvable — she was starting from zero on financial statements, modelling and valuation. Difficult is not the same as complicated; it needed months of consistent work, which she did.

The second was harder. Rakshita knew people would not take the switch seriously, and she was right — some did not.

Her response is the most instructive thing in these five stories. She stopped trying to explain the decision.

Explaining a career change puts the change itself at the centre of the conversation, which is exactly where a career changer does not want it. Every minute spent justifying the past is a minute not spent demonstrating the present. So instead of building a persuasive narrative about why she was serious, she built the capability and let the technical answers speak.

An interviewer asking a valuation question does not much care what you did before, provided the answer is good. Answer three of those well and the previous career stops being the interesting thing about you. That is the whole mechanism, and it works.

What she built was the same foundation any analyst needs — financial statement analysis, modelling that survives someone changing the inputs, valuation with defensible reasoning, forecasting and performance reporting. Plus enough project work to have something concrete to discuss.

And the modelling career left her with things that transfer better than people assume. Comfort presenting under scrutiny. Professional discipline in unstructured environments. Resilience in an industry built on rejection. None of that appears on a finance syllabus, and all of it is useful.

Today Rakshita is a Financial Analyst at StartupLanes. For anyone reading this who believes their background disqualifies them from finance, hers is the story worth sitting with.

"I expected people to not take the switch seriously, and some didn't at first. I stopped trying to explain the decision and just answered the technical questions properly instead. That worked better than any explanation I'd prepared."

— Rakshita, Financial Analyst at StartupLanes

What do these five learners have in common?

Not their backgrounds — which could hardly be more different — but the shape of what they did.

Four of the five were career changers. Sales. HR and talent acquisition. Modelling. A commerce graduate with a degree and no direction attached to it. Between them they represent almost every version of "I want to work in finance but I don't think I'm the sort of person who does" — and all four are now employed in finance roles .

All five needed clarity before they needed skills. Every one of these stories starts with uncertainty about direction rather than inability to learn. Choosing a target role is the step most learners skip, and it is the one that determines whether the months that follow are useful.

All five built demonstrable capability. In finance hiring, particularly for career changers, the deciding factor is rarely enthusiasm or even aptitude. It is whether a candidate can show work and defend it. That is what converts a plausible story into an offer.

All five practised the interview, not just the subject. Knowing an answer and delivering it while being assessed are different skills, and only one of them is tested in a hiring process.

None of them was promised an outcome. Meritshot provides placement assistance — preparation, portfolio work, mock interviews, and referrals to hiring partners. Hiring decisions belong to employers. These five converted opportunities; the opportunities did not convert themselves.

What do these finance job titles actually mean?

Three roles appear in these stories, and they are genuinely different jobs. Worth knowing before you target any of them.

Role	What the job involves	Typical entry route
KYC Analyst	Know Your Customer work within compliance and financial crime prevention — verifying customer identity, screening against sanctions and risk lists, maintaining regulatory records at banks and fintechs	Accessible at entry level, including for freshers. Has grown as regulatory requirements have tightened.
Financial Analyst	Financial statement analysis, modelling, forecasting, budgeting and business performance reporting. Exists across corporates, financial services firms and startups.	Open to career changers who build the technical foundation. The most common destination in this group.
Investment Banking Associate	Deal support — valuation, comparable company analysis, financial modelling, pitch materials and transaction documentation	Demands technical accuracy and the ability to defend the work under questioning

Two further terms used throughout this page:

Term	Definition
Placement assistance	Preparation, portfolio work, mock interviews, aptitude and interview coaching, and referrals to hiring partners. Does not guarantee employment, job role, salary or company selection.
Hiring partner	A company in Meritshot's network that may hire. Not a commitment by that company to interview or employ any individual learner.

Can I speak to Meritshot alumni before enrolling?

Yes — and it is one of the more useful things a prospective learner can do.

The five learners on this page are named, and Meritshot can connect you with alumni from the specific programme you are considering. Recent cohorts are more useful than older ones, since curriculum and support structures change.

What to ask them. The three questions that produce the most useful answers are how long after finishing they received an offer, how many interview opportunities were actually arranged, and what they wish they had known before joining. Those are specific enough to get a real answer, which "was the course good?" is not.

Our guide to speaking with alumni covers how to find them and what else is worth asking. If you would like alumni contacts for a particular programme, ask us.

What does Meritshot's placement support actually include?

Placement assistance at Meritshot means preparation, profile building and access to hiring opportunities. It does not mean a guaranteed job, and no institute can honestly offer that, because hiring decisions belong to employers.

What it concretely includes:

Resume, LinkedIn and profile review against how recruiters actually read them
Portfolio guidance — choosing projects that map to the roles you want, and taking them to a standard that survives questioning
Mock interviews with practitioners, covering technical, behavioural and project-defence formats
Aptitude and assessment preparation for the screening rounds that eliminate candidates before any human sees them
Technical and HR interview preparation, including guidance on salary discussions
Profile sharing with hiring partners, with your consent, and referrals where the fit is right
Career guidance on role selection and offer evaluation

Placement eligibility is conditional. It requires meeting attendance, assessment, project, conduct, fee and documentation requirements set out in the Student Policies — not simply enrolling. Those conditions exist because a referral spends credibility with an employer that the next learner in the batch depends on.

And it is a partnership. Meritshot is accountable for preparation, honest feedback and access. The learner is accountable for consistent effort over months, their own original work, and showing up to the interview practice. Neither side can substitute for the other, and every one of the five stories above involved both.

Frequently asked questions

Does Meritshot provide placement support? Yes. Meritshot provides placement assistance — resume and profile review, portfolio guidance, mock interviews with practitioners, aptitude and interview preparation, profile sharing with hiring partners, and referrals. It does not guarantee placement, job role, salary or company selection, because hiring decisions rest with employers.

Are these Meritshot placement stories genuine? Yes. Each learner is named with their current role and employer, and each has consented to being identified. Reshu is a KYC Analyst at Slice; Manjula, Saeel Sarkar and Rakshita are Financial Analysts at StartupLanes; Paritosh Ghosh is an Investment Banking Associate at StartupLanes.

Where have Meritshot learners been placed? The five recent stories on this page cover roles at Slice and StartupLanes, including KYC Analyst, Financial Analyst and Investment Banking Associate positions. Four of the five were placed at StartupLanes, which has become a regular hiring partner for Meritshot learners moving into finance.

Can I change careers into finance without a finance background? It is difficult but demonstrably possible. Four of the five learners on this page came from sales, HR and talent acquisition, modelling, or a commerce degree without direction. What made the difference was building technical capability they could demonstrate, rather than explaining their motivation.

Can a fresher get a finance job through Meritshot? It happens — Reshu joined as a fresher and is now a KYC Analyst at Slice. Freshers face a specific challenge in that employers have little to assess beyond a degree, which is why demonstrable project work and interview preparation matter disproportionately at entry level.

What is a KYC Analyst, and is it a good entry point into finance? KYC — Know Your Customer — sits within compliance and financial crime prevention at banks and fintechs. It is a genuine entry route into financial services, has grown as regulatory requirements have tightened, and offers internal mobility into wider compliance, risk and operations functions.

What does a Financial Analyst do? Financial analysts work on financial statement analysis, modelling, forecasting, budgeting and business performance reporting. The role exists across corporates, financial services firms and startups, and the core skill set transfers widely across finance careers.

What does an Investment Banking Associate do? Associates support deal work — valuation, comparable company analysis, financial modelling, preparation of pitch materials and transaction documentation. The role is document- and analysis-heavy, and demands both technical accuracy and the ability to defend the work.

How long does it take to get placed after a Meritshot programme? It varies by learner, role, city, prior background and market conditions. Plan for the programme duration plus an active job search that can run from one to six months or longer. Anyone quoting you a fixed timeline is quoting something they do not control.

Can I speak to Meritshot alumni before enrolling? Yes. Ask for alumni from the specific programme you are considering, ideally from a recent cohort. The most useful questions are how long after finishing they received an offer, how many interview opportunities were arranged, and what they wish they had known before joining.

Do these five stories represent typical outcomes? They are five recent learners who moved into finance roles, not a placement rate. Outcomes vary with a learner's consistency, prior background, project depth, interview practice and market conditions. If you want outcome data for a specific programme, ask us for it.

What makes the difference between learners who get placed and those who do not? Consistency of weekly effort, depth of project work, volume of interview practice, profile quality, communication clarity, and flexibility on role and location. Hiring cycles and market conditions matter too, and sit outside anyone's control.

Which companies have hired Meritshot learners? The five recent stories on this page cover placements at Slice, a fintech company, and StartupLanes, a startup and investor ecosystem founded in 2016. Four of the five were placed at StartupLanes, which has become a regular hiring partner for Meritshot learners moving into finance roles.

Can someone from a sales background become a financial analyst? Yes — two learners on this page did exactly that. Sales experience transfers more than people expect: commercial instinct, comfort with numbers and targets, client conversation and resilience. What has to be built is the technical foundation — financial statements, modelling and valuation — which is what makes a career changer a credible analyst candidate.

Can someone with no finance background at all move into finance? Four of the five learners here came from outside finance, including from modelling and from HR and talent acquisition. The deciding factor for career changers is demonstrable capability rather than explanation of motivation. A candidate who can build a model and defend the reasoning behind it has answered the "why should we consider you" question.

Is KYC a good first job in finance? It is a genuine entry point. KYC sits within compliance and financial crime prevention, an area that has grown substantially as regulatory requirements have tightened, and it offers internal mobility into wider compliance, risk and operations functions. It is also one of the more accessible finance roles for a fresher.

What is the difference between a Financial Analyst and an Investment Banking Associate? A financial analyst works on statement analysis, modelling, forecasting and performance reporting, generally for one organisation. An investment banking associate supports transactions — valuation, comparables, pitch materials and deal documentation. Both require modelling capability; banking work is more deal-driven and more document-heavy.

How many learners has Meritshot placed? This page presents five recent, named placements. It is not a placement report and does not state a placement rate. If you want outcome data, ask for it directly — and ask what the denominator is, over what period, and what counts as a placement.

Is KYC and compliance a future-proof career given AI automation? Current evidence suggests it is among the more resilient areas. Han Digital's India IT-BPM Talent Intelligence Report 2026 found AI automation reduced hiring in generic non-banking operational functions by 40–50% over twelve months, while banking and insurance operations added 15,000–20,000 roles — because compliance, risk and governance functions require human judgement. BFSI hiring is projected to grow 8–9% annually through 2026–27.

How big is the financial crime and compliance job market in India? A July 2025 Careernet report put India's active financial crime talent pool at 25,543 professionals, spanning anti-money laundering, sanctions compliance and fraud prevention, with Bengaluru accounting for roughly a third of it. Demand is driven substantially by global regulatory standards including FATF and OFAC requirements.

How do I start a career in finance with Meritshot? Begin by identifying the role you want, since finance covers very different careers with different entry routes — KYC and compliance, financial analysis and investment banking all start in different places. A counsellor can map your background to the programme that fits, and alumni from that programme can tell you what it was like.

The bottom line: Meritshot learners are getting placed in finance roles

A fresher is now a KYC Analyst at Slice. A salesperson, an HR professional and a former model are Financial Analysts at StartupLanes. A B.Com graduate who did not know what to do next is an Investment Banking Associate.

That is what Meritshot's placement support produced for these five learners — and the detail worth holding onto is that four of the five had no finance background at all. They came from sales, from HR and talent acquisition, from modelling, and from a commerce degree with no direction attached to it. Every one of them is now employed in finance.

This is what placement assistance is for. Not a promise made at enrolment, but a process that runs through a programme and out the other side: resume and profile work, portfolio projects built to a standard that survives questioning, mock interviews with practitioners, aptitude and technical preparation, and referrals to employers who have hired Meritshot learners before and come back to hire more. StartupLanes has hired four times from this group alone. That is what a working hiring relationship looks like.

And it is why career changers should read these five stories closely. The most common reason people do not attempt a move into finance is the belief that the door is closed to anyone without a finance degree. Manjula, Saeel, Rakshita and Paritosh are the evidence that it is not. What they had in common was not background — it was that each of them picked a target role, built capability they could actually demonstrate, and practised presenting it under pressure before it counted.

Placement is the outcome. The work is the input. Meritshot provides the preparation, the portfolio guidance, the interview practice and the access to employers. Learners provide months of consistent effort. Both are required, and in these five cases both were present.

If you are trying to move into finance — from any background, or from none — these are the roles that move is capable of producing.