IIT Roorkee Data Science Course for Beginners by E&ICT IIT Roorkee A month-by-month data science roadmap for beginners, what a good syllabus covers, how to choose a course, and an honest look at the 6-month Certification in Data Science and AI from E&ICT Academy, IIT Roorkee.
Product Management Product manager vs program manager and how the two roles differ Product manager vs program manager: AmbitionBox, updated 29 October 2026, shows a typical PM range of Rs 22.2L-24.6L, and how the two roles are defined.
Product Management Product manager qualifications in India, checked against job postings Product manager qualifications in India checked against live postings: Meesho names no degree, Paytm asks B.Tech or MBA, Zeta needs 3+ years of coding.
Product Management Is associate product manager an entry-level job in India? Associate product manager in India: LinkedIn listed APM roles at Navi, Juspay and Groww on 30 October 2026, but none of 12 PM postings was entry level.
Product Management From business analyst to product manager in India Business analyst to product manager in India: in 12 live PM postings reviewed on 30 October 2026, none was entry level and four named SQL explicitly.
Product Management How to move from software engineer to product manager in India Software engineer to product manager in India: in 12 live postings from October 2026, none was entry level and the lowest bar was 3+ years of experience.
Data Analytics Is a data analytics certification worth it, or should you self-learn? Is a data analytics certification worth it? 40% of employers prefer demonstrable AI skills or certifications over a degree, per NASSCOM and Indeed in 2026.
Data Analytics Data analytics vs AI ML career choice for a CSE final-year student Data analytics vs AI ML for CSE final-year students: Naukri's September 2026 data had AI/ML roles up 20% against 2% overall. Openings, entry bar and pay.
Data Analytics Career switch to data analytics from a non-tech job in India Career switch to data analytics from a non-tech job in India: 30% of employers expect to drop degree requirements, per WEF. What the 2026 hiring data says.
Data Analytics Generative AI skills for data analysts that job postings now ask for Generative AI skills for data analysts: 40% of Indian analytics postings referenced AI in January 2026. The skills hiring data names, and what comes first.
Data Analytics Will AI replace data analysts? What 2026 enterprise data says Will AI replace data analysts? NASSCOM's October 2026 survey of 200 Indian firms found 78% limit AI agents to structured tasks. What changes for analysts.
Artificial Intelligence Entry-level machine learning jobs in India and what they ask for Entry-level machine learning jobs in India: AI/ML Engineer is 28% of foundit's July 2026 AI-led fresher postings, and 41% of fresher roles pay Rs 3-5 LPA.
Artificial Intelligence Is AI/ML oversaturated for freshers in India in 2026 Is AI/ML oversaturated for freshers in India? Naukri's September 2026 data has fresher AI/ML hiring up 19% against 54% for 13 to 16 years of experience.
Artificial Intelligence AI jobs in GCCs in India, what capability centres hire for in 2026 AI jobs in GCCs in India: Zinnov and Nasscom count 2,117 centres, and foundit expects about 510,000 GCC hires in 2026, two-thirds asking for AI skills.
Artificial Intelligence AI jobs in India by city and sector, where the postings are in 2026 AI jobs in India by city: Bengaluru held 26% of foundit's 2025 AI postings, Delhi-NCR 18%, Hyderabad 12%, and BFSI grew fastest among sectors at 41%.
Artificial Intelligence AI engineer vs data scientist vs machine learning engineer in India AI engineer vs data scientist vs machine learning engineer in India: foundit has AI/ML Engineer at 28% of AI-led fresher postings and Data Scientist at 9%.
Data Science How to move from data analyst to data scientist in India Data analyst to data scientist in India: WEF projects 54% net growth to 2030 for data analysts and scientists. Skills to add, pay data and a 12-month plan.
Data Science How to switch from mechanical engineering to data science in India Switch from mechanical engineering to data science in India: 40% of employers prefer demonstrable AI skills to a degree. Skills, projects and a plan.
Data Science Data scientist vs AI engineer as data science jobs turn to GenAI Data scientist vs AI engineer in India: foundit found machine learning in 34% of AI postings in 2025 and generative AI in 22%, up 58% on the year before.
Data Science Data science jobs for freshers in India, and who really gets hired Data science jobs for freshers in India: foundit put 0-3 year roles at 18% of AI postings in 2025, yet its June 2026 tracker showed that band down 6%.
Data Science Is data science a good career in India? What 2026 hiring data says Is data science a good career in India? Naukri put AI and ML hiring up 20% in September 2026 while overall hiring rose 2%. Demand, sectors, skills and pay.
