By C. Thiruvenkatam | Career Research Analyst, careerskillguide.com Published: May 2026 | Data verified: May 2026 Most engineers learning cloud computing in India are doing it in the wrong order — and that sequence mistake is why they struggle in technical interviews even after passing certification exams. The correct sequence is: Linux and networking foundations […]
By C. Thiruvenkatam | Career Research Analyst, careerskillguide.com Published: May 2026 | Data verified: May 2026 The median machine learning engineer salary in India in 2026 is ₹12.8 LPA, according to AmbitionBox data from 21,400 verified salary reports submitted between January and April 2026. Do not use that number to evaluate your situation until you
By C. Thiruvenkatam | Career Research Analyst, careerskillguide.com Published: May 2026 | Data verified: May 2026 The median full stack developer salary in India in 2026 is ₹8.4 LPA, according to AmbitionBox data from 52,600 verified salary reports submitted between January and April 2026. The 25th percentile is ₹5.1 LPA and the 90th percentile is
By C. Thiruvenkatam | Career Research Analyst, careerskillguide.com Published: May 2026 | Data verified: May 2026 The median DevOps engineer salary in India in 2026 is ₹9.8 LPA, according to AmbitionBox data from 29,400 verified salary reports submitted between January and April 2026. The 25th percentile is ₹6.2 LPA and the 90th percentile is ₹28.5
The AWS Certified Solutions Architect – Associate certification costs $150 (approximately ₹12,500 at May 2026 exchange rates) and requires 6–10 weeks of serious preparation. LinkedIn Salary Insights India (April 2026) shows AWS-certified engineers earning 18–28% above non-certified peers at equivalent experience levels. Whether that premium justifies the investment depends entirely on which type of engineer
On 8 May 2026, Naukri.com listed 72,400 active Java developer job postings and 64,300 active Python developer job postings across India. Java leads in raw job volume. Python leads in salary ceiling for the right specialisations. Neither of those two facts alone answers the question you are actually asking — which one should you invest
The median Python developer salary in India in 2026 is ₹9.2 LPA, according to AmbitionBox data from 41,800 verified salary reports submitted between January and April 2026. That number is accurate. It is also nearly useless — because “Python developer” in India in 2026 is not one job. It is four jobs that share a
The median data analyst salary in India in 2026 is ₹7.4 LPA, according to AmbitionBox data drawn from 38,600 verified salary reports submitted between January and April 2026. The 25th percentile is ₹4.5 LPA and the 90th percentile is ₹19.8 LPA. Before you do anything with those numbers, there is one thing you need to