Mandatory skills: Pricing Model Development, C++, Quant Development,
LLMs and AI
Quants
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Pricing Model development and OPM review for Rates, FX and Equity models.
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Work with desk strats and quantitative analytics team to develop, maintain
and support C++/Python analytics libraries used for pricing and risk
analytics.
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Excellent knowledge of FX and Fixed Income products pricing, yield curve
construction, scenario analysis, sensitivities calculations, PFE, VaR,
CCAR stress scenarios.
AI
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Define
agent logic, behavior, and boundaries
for Markets use cases (risk, trading, credit, surveillance, analytics).
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Own
ongoing performance monitoring (OPM)
and respond to governance reviews, findings, and control enhancements.
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Classical & Statistical ML:
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XGBoost / Gradient Boosting
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Clustering (k‑means, hierarchical, DBSCAN)
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Dimensionality reduction (PCA, embeddings)
Responsibilities
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Work with desk strats and quantitative analytics team to develop, maintain
and support C++/Python analytics libraries used for pricing and risk
analytics.
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Pricing Model development and OPM review for Rates, FX and Equity models.
-
Work closely with platform engineering team on integration of analytics
libraries into firm's risk systems.
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Investigate market data, pricing and risk analytics issues.
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Work on implementation of AI based quantitative workflow solutions.
Skills / Qualifications
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Bachelor's/Master's degree in relevant technical discipline: Computer
Science, Mathematics, Financial engineering. Finance related qualification
like CFA, FRM, CQF etc. is an advantage.
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Years of experience from 14 + years
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Excellent programming knowledge in Python/C++ with financial maths and
quant development work.
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Excellent knowledge of FX and Fixed Income products pricing, yield curve
construction, scenario analysis, sensitivities calculations, PFE, VaR,
CCAR stress scenarios.
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Good knowledge of development of pricing and risk analytics systems and
tools.
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Good knowledge of object oriented analysis and common design patterns.
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Excellent analytical and problem solving skills.
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Good communication skills and ability to work with trading desk and
platform engineering teams.
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Front office experience involving FX and Rates
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Good knowledge about LLMs and AI based quants workflow solutions.
Preferred candidates:
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Top Tier colleges: IITs/BITs/NITs
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Professional experience with Investment Banking firms.
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Professional certification in Finance: FRM, CQF or CFA.