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Real-time demand analytics across departments, India vs global comparison, community predictions, and curated AI news.

Department and role demand are computed live from active UnoJobs job posts. Country comparisons and editorial context are sourced from Stanford HAI, Oxford Insights, NASSCOM, and NITI Aayog (see citations in the country view).

Last updated: 21 May 2026

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Departments tracked

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Roles analyzed

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Openings (tracked)

Career intelligence

Read the briefs behind the dashboard

Role impact, department shifts, and weekly hiring explainers written for people making career decisions, not just tracking headlines.

Start with this week's brief →
Role impactSoftware engineers are not being replaced. The entry-level contract is being rewritten.How AI is changing software engineering jobs in India: entry-level pressure, rising AI backend roles, skills to learn, and jobs to target.Role impactThe data analyst job is splitting in two.Data analyst jobs are changing as AI automates dashboards. See what skills matter, which tasks are exposed, and what roles to target.Role impactHR managers will not lose to AI. They may lose to HR managers who use it well.How AI affects HR manager jobs: recruitment automation, people analytics, workforce planning, and skills HR leaders should build.Role impactAI did not end digital marketing. It ended lazy digital marketing.AI is reshaping digital marketing jobs. Learn which tasks are exposed, which skills are rising, and where demand is moving.AI Pulse for employersThe State of AI Hiring in India: 2026 EditionAI hiring trends in India 2026: which roles are hardest to hire, salary momentum, talent supply, and what HR leaders should plan for this year.AI Pulse for employersThe 10 Roles That Got Hardest to Hire This YearThe 10 hardest jobs to hire in India in 2026: AI engineers, applied ML, payments engineers, AI product managers, security, and more. Why they are scarce and how to compete.AI Pulse for employersIndia's AI Skills Shortage Is a Hiring Problem, Not a Pipeline ProblemIndia's AI talent shortage is partly real and partly self-inflicted. Why traditional screening misses AI-ready candidates and how to fix it.AI Pulse for employersHiring Entry-Level Talent in the AI EraHow AI affects entry-level hiring in India. Why the apprenticeship pipeline matters and how to design fresher hiring for an AI-first workplace.Role impactCustomer support is becoming the front line of AI automation.Customer support jobs are changing fast as AI handles simple tickets. See exposed tasks, stronger roles, and skills to build.Department briefSoftware engineering hiring is shifting from headcount to leverage.AI hiring signals for software engineering teams: roles rising, tasks exposed, candidate skills, and employer hiring implications.Department briefSales and marketing teams are getting louder. The winners will get more precise.How AI is changing sales and marketing teams: automation risk, roles growing, and skills candidates should build.Department briefFinance teams are automating the close. They still need people who can explain the business.AI hiring signals for finance and accounting: exposed tasks, stronger roles, and skills finance candidates should build.

AI Impact by Industry

India vs US — how AI is transforming industries differently. Live data from UnoJobs job posts plus verified public sources.

Banking & Financial Services

Top Use: Fraud Detection & Risk Scoring

IndiaGrowing

AI Adoption

42%

Total Jobs 85K+
Jobs Declining 12K
Jobs Adding 22K
Net Addition +10K
United StatesWidespread

AI Adoption

58%

Total Jobs 210K+
Jobs Declining 18K
Jobs Adding 30K
Net Addition +12K

IT & Consulting

Top Use: AI Code Assistants

IndiaGrowing

AI Adoption

52%

Total Jobs 320K+
Jobs Declining 35K
Jobs Adding 65K
Net Addition +30K
United StatesWidespread

AI Adoption

62%

Total Jobs 480K+
Jobs Declining 40K
Jobs Adding 75K
Net Addition +35K

Healthcare & Pharma

Top Use: Medical Imaging & Diagnostics

IndiaEarly Stage

AI Adoption

28%

Total Jobs 45K+
Jobs Declining 5K
Jobs Adding 18K
Net Addition +13K
United StatesGrowing

AI Adoption

42%

Total Jobs 180K+
Jobs Declining 8K
Jobs Adding 22K
Net Addition +14K

Retail & E-commerce

Top Use: Personalized Recommendations

IndiaEarly Stage

AI Adoption

38%

Total Jobs 60K+
Jobs Declining 10K
Jobs Adding 20K
Net Addition +10K
United StatesGrowing

AI Adoption

50%

Total Jobs 150K+
Jobs Declining 15K
Jobs Adding 27K
Net Addition +12K

Manufacturing

Top Use: Predictive Maintenance

IndiaEarly Stage

AI Adoption

30%

Total Jobs 40K+
Jobs Declining 14K
Jobs Adding 10K
Net Addition -4K
United StatesGrowing

AI Adoption

44%

Total Jobs 120K+
Jobs Declining 20K
Jobs Adding 12K
Net Addition -8K

Media & Entertainment

Top Use: Generative Content Creation

IndiaGrowing

AI Adoption

40%

Total Jobs 35K+
Jobs Declining 8K
Jobs Adding 12K
Net Addition +4K
United StatesWidespread

AI Adoption

55%

Total Jobs 95K+
Jobs Declining 12K
Jobs Adding 16K
Net Addition +4K

Education

Top Use: Adaptive Learning Platforms

IndiaNascent

AI Adoption

20%

Total Jobs 25K+
Jobs Declining 3K
Jobs Adding 6K
Net Addition +3K
United StatesEarly Stage

AI Adoption

30%

Total Jobs 55K+
Jobs Declining 5K
Jobs Adding 8K
Net Addition +3K

Automotive

Top Use: Autonomous Driving & ADAS

IndiaEarly Stage

AI Adoption

32%

Total Jobs 30K+
Jobs Declining 8K
Jobs Adding 12K
Net Addition +4K
United StatesGrowing

AI Adoption

50%

Total Jobs 110K+
Jobs Declining 12K
Jobs Adding 18K
Net Addition +6K

Energy & Utilities

Top Use: Grid Optimization & Forecasting

IndiaNascent

AI Adoption

22%

Total Jobs 18K+
Jobs Declining 4K
Jobs Adding 6K
Net Addition +2K
United StatesEarly Stage

AI Adoption

38%

Total Jobs 65K+
Jobs Declining 6K
Jobs Adding 10K
Net Addition +4K

Defense & Aerospace

Top Use: ISR & Autonomy Systems

IndiaEarly Stage

AI Adoption

25%

Total Jobs 15K+
Jobs Declining 2K
Jobs Adding 6K
Net Addition +4K
United StatesGrowing

AI Adoption

45%

Total Jobs 90K+
Jobs Declining 4K
Jobs Adding 12K
Net Addition +8K

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