Data science · Bengaluru

Financial services data science hiring in Bengaluru, for people who know the portfolio, not just the model

Specialist recruitment for data scientists in credit and risk modelling, fraud and financial crime analytics, and payments across banks, NBFCs, fintechs and GCCs in Bengaluru. We source people who have worked inside the domain. Success-fee, paid only on joining.

Brief us on a data science role

Bengaluru has the data talent. Financial services depth is the filter

Bengaluru holds the deepest data and machine learning pool in India, and a large share of the financial services GCC data teams are based in the city, which gives it real strength in credit, fraud and payments modelling. The abundance is also the trap: the volume of data scientists here is high, but the slice that has worked inside regulated financial workflows is narrow, and it is fought over by funded product firms, captives and the banks themselves.

Financial services data science carries a context that generalist data work does not. The job sits inside portfolio structures, regulatory-reporting cadence, and model governance, and it turns on the difference between a model that is accurate and one that a regulator and a model-risk committee will actually accept. A strong data scientist from consumer internet or marketing analytics can be genuinely capable and still need that context explained on the job, which in a lending or risk function is slow and expensive. We source the people who already carry it, and calibrate the brief so you are not paying a premium for a profile that will not clear model governance.

What we screen for in a data scientist

Domain, not just technique. Lending, risk, fraud or payments experience, with an understanding of portfolio and regulatory context, rather than a strong but domain-agnostic modelling record.

Models that shipped and held. We look for models that went into production and survived governance and monitoring, not notebooks that never left research.

Governance literacy. Model documentation, validation, and the discipline a regulated environment requires. This is where generalist hires most often struggle.

Fit for your maturity. A data scientist who can build a function from scratch is a different hire from one who optimises a mature modelling stack. We match to where your data capability actually is.

What data scientists pay in Bengaluru financial services

Compensation runs wide with seniority, modelling discipline and employer type, with GCC and product-firm competition pulling the top of the band up. We publish current numbers so an offer is built on live data. See the data scientist salary guide for financial services, and the 2026 technology compensation pillar for the wider market.

Data science hiring in Bengaluru: common questions

Which data science roles do you recruit for in Bengaluru financial services?

Data scientists, machine learning engineers, and data science leads and managers working in credit and risk modelling, fraud and financial crime analytics, collections, and payments and lending data science, across banks, NBFCs, fintechs and the financial services GCCs concentrated in the city.

Why is financial services data science a specialist hire, not a generalist one?

A data scientist in lending or risk works inside portfolio structures, regulatory-reporting cadence, model governance and the difference between a model that is accurate and one a regulator will accept. A strong generalist from a consumer-internet or marketing analytics background usually needs that context explained on the job. We source people who have already worked inside lending, risk, fraud or payments.

Is Bengaluru a good market for financial services data science talent?

Yes. Bengaluru has the deepest data and machine learning pool in India, and a large share of the financial services GCC data teams sit here, which means real depth in credit, fraud and payments modelling. The competition for that slice is intense, so the work is identifying and engaging domain-literate data scientists before funded product firms and captives do. See the national view of the search.

What do financial services data scientists earn in Bengaluru?

Compensation runs wide with seniority, modelling discipline and employer type. We publish a current data scientist salary guide for financial services from live mandate data, so an offer can be built on this quarter's numbers rather than a dated survey.

Delivered for the technology and captive arms of major Indian financial groups

40+
Specialist roles placed in FY26
90%+
Offer-to-join rate on closed mandates
Zero
Replacements to date, FY26 technology hires
Repeat
Return mandates inside the same financial group

Send a brief

Hiring financial services data scientists in Bengaluru?

Send us the brief and the modelling problem. We will tell you honestly whether it is a fit and what the market will do with it.

  • Read by a senior member of the team, not an intake queue
  • A reply within one working day: the realistic candidate pool, the pay band, the timeline, and whether we are the right partner
  • Success-fee: you pay only when the candidate joins
  • Track record: 40+ specialist roles placed in FY26, 90%+ offer-to-join, zero replacements to date

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Tell us what you are hiring for. It takes a couple of minutes, and every brief reaches our senior team.

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