How Gemini gets wrong about income in Bengaluru

While reading through the answer that Gemini gave me for the question - What do experts say about Tunnel road in Bengaluru?, I got another simple question in my mind - What is the median income of people living in bengaluru?

As of March 2026, the median income in Bengaluru varies significantly depending on the sector and data source, as the city’s high-earning tech workforce often skews the "average" much higher than what a typical resident earns.

To give you an accurate picture of the median income in Bengaluru as of early 2026, it is important to distinguish between the general population and the tech-driven corporate sector, as the latter significantly skews the city's averages.

2026 Median Income Benchmarks

The data below reflects the most recent estimates from specialized salary aggregators and employment reports.

Contextual Factors for 2026

• Average vs. Median: While the average salary in Bengaluru is often reported as high as ₹22 – ₹30 Lakhs, this is heavily influenced by top-tier earners (the top 1% earn over ₹1.3 Crores). The median is a better representation of the "middle" earner in the formal economy.
• Salary Growth: Bengaluru remains India's leader in wage increases, with a projected 10.1% hike for the 2025–26 financial year, driven largely by the EV, retail, and GCC (Global Capability Center) sectors (Hindustan Times).
• Sector Variance: * Software Engineering: Median remains high at ₹18 - ₹20 Lakhs.
  • Data Science/AI: Often exceeds ₹21 Lakhs for mid-level roles.
  • Manufacturing/Core Engineering: Typically ranges between ₹4 - ₹8 Lakhs (upGrad).
• Cost of Living Impact: Despite high incomes, rising rents (averaging ₹25,000 – ₹35,000 for a 1BHK in tech corridors) mean that a monthly salary of ₹60,000 – ₹90,000 is generally cited as the minimum for a single professional to live comfortably while maintaining savings (Dailyhunt, NoBroker).

No doubt, Tech or IT sector is big part of Bengaluru. But, it is not the only part of Bengaluru. The answer you see above I got from Gemini looks only focused on the Tech Sector. My experience living in Bengaluru for 8 years tell me that there are people living in Bengaluru as well. So, I asked Gemini to take a look at sector-wise break down as well.

A Look at Income in major sectors in Bengaluru

In Bengaluru, the sector in which you work is the single biggest determinant of your income. While tech roles command a "location premium," traditional sectors and public service follow more standardized, though steadily rising, pay structures.

Here are the sector-specific median salary benchmarks for 2026:

1. Technology & Digital Services

Bengaluru remains the highest-paying city in India for tech, with a significant gap between entry-level and specialized roles.

• Software Engineering: The median annual salary for a Software Engineer in Bengaluru is approximately ₹17.0 – ₹20.4 Lakhs (6figr). Senior roles (8+ years) often see medians jump to ₹33.7 Lakhs (Reddit/IndiaBusiness).
• Data Science & AI: This remains the highest-growth sub-sector, with a median salary of ₹27.7 Lakhs. Freshers in AI/ML can start between ₹14 – ₹19 Lakhs at top-tier firms (6figr).

2. Manufacturing & Core Engineering

Driven by the electric vehicle (EV) boom and aerospace hubs in Karnataka, this sector has seen a 10.2% hike in 2026.

• General Manufacturing: The average salary is ₹20.6 Lakhs, though this is skewed by senior management. The typical mid-level manager earns a median of ₹15.0 – ₹19.0 Lakhs (6figr - Manufacturing).
• Mechanical/Supply Chain Roles: Specialized roles in logistics and sustainable manufacturing command roughly ₹23.0 Lakhs (6figr - Retail/Logistics).

3. Public Sector (Central Government)

Salaries for Central Government Servants (CGS) are dictated by the Pay Matrix. While the 8th Pay Commission is proposed for 2026, current levels remain the baseline.

• Entry-Level (Level 10): Roles such as Assistant Collectors or Scientific Officers start at a basic pay of ₹56,100, with a gross monthly income (including DA/HRA) of ₹80,000 – ₹1,00,000 (Prepp IAS, Vajiram & Ravi).
• Mid-Level (Level 12-13): Officers with 10–15 years of experience see basic pay ranging from ₹78,800 to ₹1,23,100 (VECC - Pay Levels).

4. Retail & E-commerce

Bengaluru’s status as a startup hub means corporate retail roles pay significantly better than the national average.

• Corporate Retail/Analytics: The average salary for verified profiles is as high as ₹23.4 Lakhs, with analytics managers earning a median of ₹23.0 Lakhs (6figr - Retail).

Summary Table: Median Annual Income (2026)

My Comments

Gemini did say at the start and I quote

To give you an accurate picture of the median income in Bengaluru as of early 2026, it is important to distinguish between the general population and the tech-driven corporate sector, as the latter significantly skews the city's averages.

However, it doesn't say anything about the incomes of Auto-Rickshaw and Cab drivers, Delivery Professional, Restaurant workers, Construction workers, Electricians, Plumbers, Carpenters. Well, those are Blue-Collar jobs. It doesn't even include White-Collar jobs like Teacher, Professors, Nurses, Doctors etc. At the very least, if it couldn't find the data on their income, it should say that.

On the Job Posting websites, one can easily find the high-paying jobs because it is heavily promoted by the recruiters.However, You will find not any jobs for restaurants unless it is high-paying one. So, I understand the scarcity of the data on blue-collar jobs.