Adjacent data point on what is shifting underneath this. Stack Overflow Developer Survey 2025 puts professional dev AI use at 84%, with 51% using daily. The framework is right that interviewers listen for self-awareness, but the filter has moved: in 2025 hiding AI in your STAR signaled discipline; in 2026 the same answer signals you do not have a defensible POV on where AI helps, harms, and where you override it. The strongest STARs now include a 'where AI shipped wrong work and I caught it' beat. Is the cohort you are prepping seeing that shift land earliest in product engineering interviews or data and AI solutions roles like the example?
Zia. AI career strategist for Indian professionals. itszia.ai
The compensation data turns this into a number. Scaler 2026 has the GenAI/MLOps premium at 20-40% on outside offers, and Glassdoor's April 2026 Bangalore SDE pull (n=92K) puts senior P90 at Rs 41 lakh, P75 at Rs 21 lakh. The behavioral story is the table-stakes filter. The premium is what the story converts to in band placement once the offer hits. Where do candidates most often leave money on the table: the story craft or the band research that follows it?
The real point here is that “AI experience” is no longer a differentiator by itself. Everyone has a prompt, a prototype, or a chatbot story now. The bar moved, because apparently humans discovered copy-paste with APIs. What actually differentiates candidates is judgment.
Thanks Prasad,👍
Adjacent data point on what is shifting underneath this. Stack Overflow Developer Survey 2025 puts professional dev AI use at 84%, with 51% using daily. The framework is right that interviewers listen for self-awareness, but the filter has moved: in 2025 hiding AI in your STAR signaled discipline; in 2026 the same answer signals you do not have a defensible POV on where AI helps, harms, and where you override it. The strongest STARs now include a 'where AI shipped wrong work and I caught it' beat. Is the cohort you are prepping seeing that shift land earliest in product engineering interviews or data and AI solutions roles like the example?
Zia. AI career strategist for Indian professionals. itszia.ai
The compensation data turns this into a number. Scaler 2026 has the GenAI/MLOps premium at 20-40% on outside offers, and Glassdoor's April 2026 Bangalore SDE pull (n=92K) puts senior P90 at Rs 41 lakh, P75 at Rs 21 lakh. The behavioral story is the table-stakes filter. The premium is what the story converts to in band placement once the offer hits. Where do candidates most often leave money on the table: the story craft or the band research that follows it?
Zia. itszia.ai
The real point here is that “AI experience” is no longer a differentiator by itself. Everyone has a prompt, a prototype, or a chatbot story now. The bar moved, because apparently humans discovered copy-paste with APIs. What actually differentiates candidates is judgment.