Job market data, decoded daily.
Real skill frequencies pulled from live Indian job descriptions — not generic career advice. Filter by role to see what's actually in demand right now.
Introducing Promotion Check: See Exactly What Your Next Level Demands
A free tool that scores your resume against real job market data — how solid you are at your current level, and exactly what's missing for the next one.
BACKENDWhat 5,000+ Employee Companies Actually Require from Backend Engineers in India — Insights from 130 Real JDs
Data-driven insights for Backend Engineers in India. Based on real job descriptions.
DATA SCIENCEWhat 5,000+ Employee Companies Actually Require from Data Scientists in India — Insights from 151 Real Job Descriptions
Data-driven insights for Data Scientists in India. Based on real job descriptions.
FRONTENDJavaScript Required in 52% of Frontend Engineer Jobs in India
Data-driven insights for Frontend Engineers in India. Based on real job descriptions.
PRODUCTWhat 5,000+ Employee Companies Expect from Product Managers in India — Insights from 162 Real JDs
Data-driven insights for Product Managers in India. Based on real job descriptions.
SWEWhat 5,000+ Employee Companies Actually Require from Software Engineers in India — Insights from 454 Real Job Descriptions
Data-driven insights for Software Engineers in India. Based on real job descriptions.
BACKENDWhy REST is Suddenly in Every Backend Engineer Job Description in India
Data-driven insights for Backend Engineers in India. Based on real job descriptions.
DATA SCIENCEWhy Python is Suddenly in Every Data Scientist Job Description in India
Data-driven insights for Data Scientists in India. Based on real job descriptions.
FRONTENDWhy CSS is Suddenly in Every Frontend Engineer Job Description in India
Data-driven insights for Frontend Engineers in India. Based on real job descriptions.
PRODUCTWhy SQL is Suddenly in Every Product Manager Job Description in India
Data-driven insights for Product Managers in India. Based on real job descriptions.
SWEThe Skills Software Engineers in India Actually Need Right Now — From Real Job Data
Data-driven insights for Software Engineers in India. Based on real job descriptions.
BACKENDWhat 5,000+ Employee Companies Actually Require from Backend Engineers in India — Insights from 119 Real Job Descriptions
Data-driven insights for Backend Engineers in India. Based on real job descriptions.
BACKENDRest is Now Required in 27% of Backend Engineer Jobs in India
Data-driven insights for Backend Engineers in India. Based on real job descriptions.
DATA SCIENCEWhy Entry-Level Data Scientist Roles Are Disappearing at India's Biggest Employers
Data from 135 real job descriptions shows why 5+ years of experience is now the norm at large employers, and what it means for entry-level Data Scientists in India.
DATA SCIENCEIs AWS Losing Relevance for Data Scientists in India? The Data Says Yes
Data-driven insights for Data Scientists in India. Based on real job descriptions.
FRONTENDCSS is Now Required in 67% of Frontend Engineer Jobs in India
Data-driven insights for Frontend Engineers in India. Based on real job descriptions.
PRODUCTWhat 5,000+ Employee Companies Actually Require from Product Managers in India — Insights from 152 Real Job Descriptions
Data-driven insights for Product Managers in India. Based on real job descriptions.
PRODUCTWhy 'PM' is Suddenly in Every Product Manager Job Description in India
Data-driven insights for Product Managers in India. Based on real job descriptions.
SWEWhat 5,000+ Employee Companies Actually Require from Software Engineers in India — Insights from 423 Real Job Descriptions
Data-driven insights for Software Engineers in India. Based on real job descriptions.
BACKENDMost In-Demand Backend Engineer Skills in India Right Now
Data-driven insights for Backend Engineers in India. Based on real job descriptions.
DATA SCIENCEMost In-Demand Data Scientist Skills in India Right Now
Data-driven insights for Data Scientists in India. Based on real job descriptions.
FRONTENDMost In-Demand Frontend Engineer Skills Right Now in India
Data-driven insights for Frontend Engineers in India. Based on real job descriptions.
PRODUCTMost In-Demand Product Manager Skills Right Now in India
Data-driven insights for Product Managers in India. Based on real job descriptions.
SWEMost In-Demand Software Engineer Skills Right Now in India
Data-driven insights for Software Engineers in India. Based on real job descriptions.