Derivatives & Trading
Quantitative trading, derivatives structuring and prop trading
Entry ₹6L | Mid ₹20L | Senior ₹50L+Step-by-Step Roadmap
Trading and derivatives careers involve pricing and trading financial instruments — options, futures, swaps, bonds, and currencies. Highly quantitative and performance-driven. Roles span sales & trading at banks, proprietary trading firms, and hedge funds.
Mathematical Foundation
- ▸ Strong grounding in probability, statistics, calculus, and linear algebra
- ▸ Study derivatives basics: call/put, intrinsic/time value, Greeks
- ▸ Learn Black-Scholes model — understand assumptions and limitations
- ▸ Take NISM Series VIII (Equity Derivatives) exam
- ▸ Build a simple options P&L calculator in Excel
Quant Skills
- ▸ Master Python: NumPy, pandas, scipy, matplotlib for finance
- ▸ Learn options pricing models: Binomial tree, Monte Carlo
- ▸ Study volatility surface construction and calibration
- ▸ Backtest a simple options strategy on historical data
- ▸ Begin FRM preparation for derivatives risk section
Entry Role
- ▸ Prop trading firm, bank S&T desk, or SEBI-registered broker
- ▸ Trade listed options/futures with defined risk limits
- ▸ Analyse market microstructure: bid-ask, order flow, volume profiles
- ▸ Build automated alerting systems for entry/exit signals
- ▸ Study volatility arbitrage and spread trading strategies
Senior Trader / Structurer
- ▸ Manage larger positions with expanded risk limits
- ▸ Structure exotic derivatives for institutional clients (banks/IBD)
- ▸ Build proprietary pricing models for bespoke instruments
- ▸ Mentor junior traders and review their risk management
- ▸ Develop systematic (algo) strategies for execution
Head Trader / Fund Launch
- ▸ Head of trading desk or quant strategies at a major firm
- ▸ Launch your own fund (CAT III AIF, hedge fund)
- ▸ Build systematic trading infrastructure end-to-end
- ▸ Hire and develop a team of quant researchers
- ▸ Generate consistent risk-adjusted alpha through market cycles
🛠️ Key Skills
📜 Certifications
- ✦ FRM (GARP)
- ✦ CFA Level 1–3
- ✦ NISM Series VIII (Equity Derivatives)
- ✦ Masters in Quantitative Finance
- ✦ Python / ML certifications
🏢 Where to Apply
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