
LLM engineer demand '23→'24
68.2% vs last year
Base + Bonus + PnL share, Mumbai
11.3% YoY
Across all Grizmo placements 2024
4× faster than market
Salaries, equity grants, offer data
Updated daily
▲28% YoY
+ 0.3–1.5% equity
▲14% YoY
vs equivalent on-site
| ROLE | MEDIAN | P75 | P90 | YOY |
|---|---|---|---|---|
| LLM / GenAI Engineer | ₹74L | ₹96L | ₹1.2Cr | +68% |
| ML Research Engineer | ₹62L | ₹82L | ₹1.05Cr | +41% |
| Staff Engineer | ₹88L | ₹1.02Cr | ₹1.12Cr | +14% |
| Founding Engineer | ₹48L | ₹60L | ₹72L | +22% |
| MLOps / Platform | ₹52L | ₹68L | ₹84L | +19% |
| Senior Backend Eng | ₹38L | ₹50L | ₹64L | +9% |
| Head of Engineering | ₹95L | ₹1.1Cr | ₹1.3Cr | +8% |
| Classic Data Scientist | ₹38L | ₹48L | ₹58L | -4% |
INR Lakhs p.a. · AI/ML Roles

Market Intelligence Feed
Updated 2h ago
Updated 4h ago
Updated 6h ago

INR Lakhs p.a. · AI/ML Roles
| # | SKILL | SCORE | YOY |
|---|---|---|---|
| 01 | LLM Fine-tuning | 9.4 /10 | +312% |
| 02 | RAG / Vector DBs | 8.9 /10 | +280% |
| 03 | PyTorch | 8.6 /10 | +44% |
| 04 | MLOps / MLflow | 8.2 /10 | +89% |
| 05 | Kubernetes + GPU | 7.8 /10 | +62% |
| 06 | Python (Advanced) | 7.5 /10 | +18% |
| 07 | Traditional SQL/DW | 4.1 /10 | −22% |
Base ₹18–28L
Bonus ₹5–12L
PnL Share None
Base ₹35–55L
Bonus ₹15–30L
PnL Share 0.5–2%
Base ₹60–90L
Bonus ₹30–80L
PnL Share 2–8%
Base ₹80–130L
Bonus ₹50–150L
PnL Share 5–15%
Base ₹1.2–2Cr
Bonus Uncapped
PnL Share 10–30%
| Firm Type | Base | Total Comp | Culture |
|---|---|---|---|
| Prop Trading Firm | ₹60–150L | ₹1.5–3Cr+ | Intense |
| Hedge Fund | ₹50–120L | ₹1–2.5Cr | Research-led |
| Investment Bank | ₹40–80L | ₹60–130L | Structured |
| FinTech Startup | ₹35–70L | ₹50–100L | Agile |
Critical HFT Skills
Founding eng #1. Highest risk, highest upside.
First 5 engineers. PMF emerging.
Scaling phase. Lower risk.
Pre-IPO. Liquidity much clearer.
| ROUND | GRANT | AFTER DILUTION | CO. VALUATION | STAKE VALUE |
|---|---|---|---|---|
| Grant (Seed) | 1.00% | 1.00% | ₹20Cr | ₹20L |
| Series A (~20%) | 1.00% | 0.80% | ₹120Cr | ₹96L |
| Series B (~18%) | 1.00% | 0.66% | ₹400Cr | ₹2.64Cr |
| Series C (~15%) | 1.00% | 0.56% | ₹1,200Cr | ₹6.72Cr |
| IPO / Exit | 1.00% | 0.50% | ₹4,000Cr | ₹20Cr 🚀 |
Model your equity across exit scenarios. Understand real vs. paper value before you sign.
Enterprise LLM fine-tuning and deployment platform
Autonomous AI agents for enterprise workflow automation #3
AI-native supply chain intelligence for mid-market manufacturers
Next-gen algorithmic trading infrastructure for institutional desks
Developer-first API platform powering 4,000+ B2B integrations
Hyper-low-latency infrastructure for co-located HFT strategies
We use cookies to improve your experience on our site. By using our site, you consent to cookies.
Manage your cookie preferences below:
Essential cookies enable basic functions and are necessary for the proper function of the website.
These cookies are needed for adding comments on this website.
Statistics cookies collect information anonymously. This information helps us understand how visitors use our website.
Google Analytics is a powerful tool that tracks and analyzes website traffic for informed marketing decisions.
Service URL: policies.google.com (opens in a new window)
Marketing cookies are used to follow visitors to websites. The intention is to show ads that are relevant and engaging to the individual user.
TikTok Pixel is a tracking tool that measures user interactions and optimizes ad campaigns on the TikTok platform.
Service URL: ads.tiktok.com (opens in a new window)
WhatsApp us