Certifications with the most demand in India, by job title

Job-ad data: October 2026 · Editor: · Updated

PMP is the most-named certification in India: 24% of project manager job ads name it (579 of 2,413, Adzuna, October 2026). The table ranks all 61 certifications we track here by the same measure: the share of ads in each one's main role. By number of ads, PMP (579) and PRINCE2 (207) lead.

Most-named certifications in India: share of job ads in each one's main role
PMP leads with 24% of project manager ads; 36 of 61 certifications appear in fewer than 1 in 100 ads for their role.
Show the numbers
Most-named certifications in India: share of job ads in each one's main role. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
PMP (Project manager)5792,41324%
CISSP (Cybersecurity analyst)4525018%
CCNP (Network engineer)12677516%
CCNA (Network engineer)12177516%
CompTIA (IT support)3425913%
CompTIA A+ (IT support)3325913%
ITIL (IT support)3225912%
CISM (Cybersecurity analyst)2925012%
PRINCE2 (Project manager)2072,4138.6%
CEH (Cybersecurity analyst)172507%
CRISC (Cybersecurity analyst)152506%
CompTIA CySA+ (Cybersecurity analyst)92504%

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On this page
  1. Full ranking
  2. By field
  3. How we rank
  4. How do you read the India ranking?
  5. Which certifications do India job ads name for each job?
  6. Do India's data jobs name a certification?
  7. How should you read India's Scrum-master and SOC-analyst rows?
  8. Which of these can a beginner in India start with?
  9. How do you choose your first certification from this list?
  10. What we did not check
  11. Sources

Full ranking

# CertificationFieldMain roleAds naming itRole adsShare
1. PMPProject managementProject manager5792,41324%
2. CISSPCybersecurityCybersecurity analyst4525018%
3. CCNPIT support & networkingNetwork engineer12677516%
4. CCNAIT support & networkingNetwork engineer12177516%
5. CompTIAIT support & networkingIT support3425913%
6. CompTIA A+IT support & networkingIT support3325913%
7. ITILIT support & networkingIT support3225912%
8. CISMCybersecurityCybersecurity analyst2925012%
9. PRINCE2Project managementProject manager2072,4138.6%
10. CEHCybersecurityCybersecurity analyst172507%
11. CRISCCybersecurityCybersecurity analyst152506%
12. CompTIA CySA+CybersecurityCybersecurity analyst92504%
13. CompTIA Security+CybersecurityCybersecurity analyst82503%
14. AWSCloud & DevOpsCloud engineer291,1502.5%
15. PMI-ACPProject managementProject manager462,4131.9%
16. Databricks certificationData & analyticsData engineer663,5421.9%
17. AWS Solutions Architect AssociateCloud & DevOpsCloud engineer191,1501.7%
18. AZ-104Cloud & DevOpsCloud engineer171,1501.5%
19. CAPMProject managementProject manager302,4131.2%
20. SSCPCybersecurityCybersecurity analyst32501%
21. Microsoft Azure certificationsCloud & DevOpsCloud engineer131,1501.1%
22. CISACybersecurityCybersecurity analyst22502 of 250 ads
23. CompTIA SecurityX (CASP+)CybersecurityCybersecurity analyst22502 of 250 ads
24. Terraform AssociateCloud & DevOpsCloud engineer91,1509 of 1,150 ads
25. CompTIA Network+IT support & networkingNetwork engineer67756 of 775 ads
26. AZ-305Cloud & DevOpsCloud engineer81,1508 of 1,150 ads
27. AWS SysOps / CloudOps AssociateCloud & DevOpsCloud engineer71,1507 of 1,150 ads
28. CKACloud & DevOpsCloud engineer71,1507 of 1,150 ads
29. SnowPro CoreData & analyticsData engineer183,54218 of 3,542 ads
30. ISO 27001 Lead Implementer / AuditorCybersecurityCybersecurity analyst12501 of 250 ads
31. AWS Developer AssociateCloud & DevOpsCloud engineer41,1504 of 1,150 ads
32. AZ-900Cloud & DevOpsCloud engineer41,1504 of 1,150 ads
33. Six SigmaBusiness, HR & marketingProject manager82,4138 of 2,413 ads
34. AWS Cloud PractitionerCloud & DevOpsCloud engineer31,1503 of 1,150 ads
35. Google Data AnalyticsData & analyticsData analyst21,0542 of 1,054 ads
36. PL-300Data & analyticsData analyst21,0542 of 1,054 ads
37. AZ-204Cloud & DevOpsCloud engineer21,1502 of 1,150 ads
38. AZ-500Cloud & DevOpsCloud engineer21,1502 of 1,150 ads
39. Google Cloud Digital LeaderCloud & DevOpsCloud engineer11,1501 of 1,150 ads
40. IPMAProject managementProject manager22,4132 of 2,413 ads
41. Six Sigma Green BeltBusiness, HR & marketingProject manager22,4132 of 2,413 ads
42. Six Sigma Black BeltBusiness, HR & marketingProject manager12,4131 of 2,413 ads
43. AI-900AICloud engineer01,1500 of 1,150 ads
44. AI-901AICloud engineer01,1500 of 1,150 ads
45. AWS AI PractitionerAICloud engineer01,1500 of 1,150 ads
46. CompTIA Cloud+Cloud & DevOpsCloud engineer01,1500 of 1,150 ads
47. Google Career CertificatesLearning platformsIT support02590 of 259 ads
48. Google Cloud certificationCloud & DevOpsCloud engineer01,1500 of 1,150 ads
49. Google Associate Cloud EngineerCloud & DevOpsCloud engineer01,1500 of 1,150 ads
50. Google Professional Cloud ArchitectCloud & DevOpsCloud engineer01,1500 of 1,150 ads
51. Google CybersecurityCybersecurityCybersecurity analyst02500 of 250 ads
52. Google IT Automation with PythonIT support & networkingIT support02590 of 259 ads
53. Google IT SupportIT support & networkingIT support02590 of 259 ads
54. Google Project ManagementProject managementProject manager02,4130 of 2,413 ads
55. IBM Cybersecurity AnalystCybersecurityCybersecurity analyst02500 of 250 ads
56. ISC2 CCCybersecurityCybersecurity analyst02500 of 250 ads
57. PMI-RMPProject managementProject manager02,4130 of 2,413 ads
58. CSMAgile & ScrumScrum Master6219332%*
59. Scrum MasterAgile & ScrumScrum Master3019316%*
60. SAFeAgile & ScrumScrum Master2919315%*
61. PSMAgile & ScrumScrum Master2019310%*

* Fewer than 200 ads for that role in this country: ranked after the larger samples; read as a rough signal. 2 more tracked certifications are left out: their roles had fewer than 50 ads in this country.

By field

Project management: certifications named in job ads in India
Project management: PMP is named most often (24%).
Show the numbers
Project management: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
PMP (Project manager)5792,41324%
PRINCE2 (Project manager)2072,4138.6%
PMI-ACP (Project manager)462,4131.9%
CAPM (Project manager)302,4131.2%
IPMA (Project manager)22,4132 of 2,413
Google Project Management (Project manager)02,4130 of 2,413
PMI-RMP (Project manager)02,4130 of 2,413
Agile & Scrum: certifications named in job ads in India
Agile & Scrum: CSM is named most often (32%).
Show the numbers
Agile & Scrum: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
CSM (Scrum Master)6219332%
Scrum Master (Scrum Master)3019316%
SAFe (Scrum Master)2919315%
PSM (Scrum Master)2019310%
IT support & networking: certifications named in job ads in India
IT support & networking: CCNP is named most often (16%).
Show the numbers
IT support & networking: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
CCNP (Network engineer)12677516%
CCNA (Network engineer)12177516%
CompTIA (IT support)3425913%
CompTIA A+ (IT support)3325913%
ITIL (IT support)3225912%
CompTIA Network+ (Network engineer)67756 of 775
Google IT Automation with Python (IT support)02590 of 259
Google IT Support (IT support)02590 of 259
Cybersecurity: certifications named in job ads in India
Cybersecurity: CISSP is named most often (18%).
Show the numbers
Cybersecurity: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
CISSP (Cybersecurity analyst)4525018%
CISM (Cybersecurity analyst)2925012%
CEH (Cybersecurity analyst)172507%
CRISC (Cybersecurity analyst)152506%
CompTIA CySA+ (Cybersecurity analyst)92504%
CompTIA Security+ (Cybersecurity analyst)82503%
SSCP (Cybersecurity analyst)32501%
CISA (Cybersecurity analyst)22502 of 250
CompTIA SecurityX (CASP+) (Cybersecurity analyst)22502 of 250
ISO 27001 Lead Implementer / Auditor (Cybersecurity analyst)12501 of 250
Google Cybersecurity (Cybersecurity analyst)02500 of 250
IBM Cybersecurity Analyst (Cybersecurity analyst)02500 of 250
ISC2 CC (Cybersecurity analyst)02500 of 250
Cloud & DevOps: certifications named in job ads in India
Cloud & DevOps: AWS is named most often (2.5%).
Show the numbers
Cloud & DevOps: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
AWS (Cloud engineer)291,1502.5%
AWS Solutions Architect Associate (Cloud engineer)191,1501.7%
AZ-104 (Cloud engineer)171,1501.5%
Microsoft Azure certifications (Cloud engineer)131,1501.1%
Terraform Associate (Cloud engineer)91,1509 of 1,150
AZ-305 (Cloud engineer)81,1508 of 1,150
AWS SysOps / CloudOps Associate (Cloud engineer)71,1507 of 1,150
CKA (Cloud engineer)71,1507 of 1,150
AWS Developer Associate (Cloud engineer)41,1504 of 1,150
AZ-900 (Cloud engineer)41,1504 of 1,150
AWS Cloud Practitioner (Cloud engineer)31,1503 of 1,150
AZ-204 (Cloud engineer)21,1502 of 1,150
AZ-500 (Cloud engineer)21,1502 of 1,150
Google Cloud Digital Leader (Cloud engineer)11,1501 of 1,150
CompTIA Cloud+ (Cloud engineer)01,1500 of 1,150
Google Cloud certification (Cloud engineer)01,1500 of 1,150
Google Associate Cloud Engineer (Cloud engineer)01,1500 of 1,150
Google Professional Cloud Architect (Cloud engineer)01,1500 of 1,150
Data & analytics: certifications named in job ads in India
Data & analytics: Databricks certification is named most often (1.9%).
Show the numbers
Data & analytics: certifications named in job ads in India. Share of job ads that name each item. Source: Adzuna job ads, October 2026.
CertificationAds naming itRole adsShare
Databricks certification (Data engineer)663,5421.9%
SnowPro Core (Data engineer)183,54218 of 3,542
Google Data Analytics (Data analyst)21,0542 of 1,054
PL-300 (Data analyst)21,0542 of 1,054

How we rank

For each certification we search Adzuna job ads for its main role in the country (for example, project manager for PMP), count the ads whose text names the certification, and divide by all ads for that role. Counts are from October 2026. Shares from fewer than 50 ads are not published. Each certification is measured within its own role, so the share shows how often employers in that job ask for it, not how many jobs exist overall.

How do you read the India ranking?

Each share in the Full ranking counts the India ads for one job title that name a certification, so the answer depends on the job: the most in-demand certifications in India differ by job title. The ads come from Adzuna, a job search engine, and were collected in October 2026.

The total for each job is every India ad with that title, such as project manager, in any industry. An ad that names two certifications counts once in each row, so one job's shares do not add up to a whole. A mention is not a requirement: an ad may name a certification as required, as preferred or in passing, and our count does not separate the three.

Each certification gets one row in the ranking, under its main role: the first job we count it against. The same certification can have a different share in another job, so the job lists give each job its own figures. A row with an asterisk comes from a job with fewer than 200 ads in India; read it as a small sample. If you plan to work abroad, the US ranking, UK ranking and all-countries ranking apply the same method.

Which certifications do India job ads name for each job?

The list changes with the job. In Adzuna's India count for October 2026, the PMP appeared in 24% of the ads for project managers, and the CISSP in 18% of the ads for security analysts. Each table gives one job's ad counts and shares. Where two rows have close ad counts, read their order as a tie.

Jump to: project managers · program managers · network engineers · security analysts · IT support · cloud and DevOps engineers · where a beginner can start

Project managers

Certification What it is Ads naming it Share of India project-manager ads
PMP Project Management Professional, from PMI (the Project Management Institute), for experienced project managers 579 24%
PRINCE2 A project-management method from PeopleCert, a certification company, with Foundation and Practitioner levels 207 8.6%
ITIL A framework for running IT services; we count any mention of the word ITIL 51 2.1%
PMI-ACP PMI Agile Certified Practitioner, for agile (short-cycle) project work 46 1.9%
CAPM Certified Associate in Project Management, PMI's entry-level certification 30 1.2%

All five rows use one total: the 2,413 India job ads with project manager in the title (Adzuna). ITIL's main role is IT support, so its project-manager share does not appear in the Full ranking. Our project-manager page shows the same job in other countries.

Six Sigma, a method for cutting errors in business processes, also shows up. The Six Sigma Green Belt appeared in 2 of the 2,413 India project-manager ads. The Six Sigma Black Belt, its higher level, appeared in one of the 2,413 India project-manager ads.

Program managers

Name Ads naming it Share of India program-manager ads
PMP 194 12%
PRINCE2 44 2.8%

A program manager runs a group of related projects. Adzuna returned 1,561 India ads with program manager in the title. This PMP figure is a separate count in another job's ads, so it differs from the PMP row in the Full ranking.

Network engineers

Credential What it is Ads naming it Share of India network-engineer ads
CCNP Cisco Certified Network Professional, Cisco's professional-level networking certification 126 16%
CCNA Cisco Certified Network Associate, Cisco's associate-level networking certification 121 16%
CompTIA (brand) Any ad containing the word CompTIA, the IT-certification vendor 8 1%
CompTIA Network+ CompTIA's networking exam, approximate search comptia network 6 6 of 775

The total here is 775 India ads with network engineer in the title (Adzuna). India's figures sit beside other countries' on our network-engineer page, and the CCNA vs CCNP comparison explains how the two Cisco levels differ.

Security analysts

Certification What it is Ads naming it Share of India security-analyst ads
CISSP Certified Information Systems Security Professional, from ISC2, a security-certification body 45 18%
CISM Certified Information Security Manager, from ISACA, an IT-governance association 29 12%
CEH Certified Ethical Hacker, from EC-Council, a security-training company 17 7%
CRISC Certified in Risk and Information Systems Control, from ISACA 15 6%
CompTIA (brand) Any ad containing the word CompTIA 14 6%
CompTIA CySA+ CompTIA's security-analyst exam, searched as cysa 9 4%
CompTIA Security+ CompTIA's general security exam, approximate search comptia security 8 3%

The job title we count here is security analyst: 250 India ads carried it (Adzuna), and every row in this table is out of that total. Our cybersecurity-analyst page puts India next to other countries. Two pairs from this table get their own pages: CISM vs CISSP and CISSP vs Security+.

IT support

Credential What it is Ads naming it Share of India IT-support ads
CompTIA (brand) Any ad containing the word CompTIA 34 13%
CompTIA A+ CompTIA's entry-level IT-support certification; approximate search comptia a, which can count ads that do not name A+ 33 13%
ITIL IT service-management framework; any mention of the word 32 12%
CompTIA Network+ CompTIA's networking exam, approximate search 15 6%
CompTIA Security+ CompTIA's general security exam, approximate search 1 1 of 259

The IT-support total is 259 India ads with it support in the title (Adzuna). The CompTIA brand row and the A+ row can count the same ad, so do not add them. Our IT-support page lists the skills that the same job's ads name.

Cloud and DevOps engineers

Name What we search Ads naming it Share of India cloud-engineer ads
AWS Certified Cloud Practitioner The full name of AWS's foundational exam 3 3 of 1,150
AWS Certified Solutions Architect aws certified solutions architect, any level 19 1.7%
AWS certifications aws certified, any Amazon Web Services level 29 2.5%
AZ-104 The exam code of Microsoft's Azure Administrator Associate 17 1.5%
Microsoft Azure certifications azure certification, the general wording for Microsoft's cloud credentials 13 1.1%

The cloud-engineer base is 1,150 India ads with cloud engineer in the title (Adzuna). The Solutions Architect phrase sits inside aws certified, so its ads are part of the AWS row too. Rows are grouped by vendor, not ranked.

DevOps engineers automate how software is built and released. Of the 1,549 India ads with devops engineer in the title, 51 contained aws certified and 25 contained aws certified solutions architect. Our cloud-engineer page shows India's AWS and Azure counts next to other countries.

Do India's data jobs name a certification?

Of the 3,542 India data-engineer ads Adzuna returned, 66 contained databricks certified (certifications for Databricks, a data-analysis platform) and 18 contained snowpro (the SnowPro exams for Snowflake, a cloud database service).

Data analysts are counted against three certifications. The Google Data Analytics Professional Certificate appeared in 2 of the 1,054 India data-analyst ads. PL-300, Microsoft's exam for Power BI (a dashboard tool), appeared in 2 of the 1,054 India data-analyst ads, and SnowPro in none of the 1,054 India data-analyst ads. The skill SQL, a database query language, appeared in 47% of the ads for the same job, and our data-analyst page lists the other skills.

Three Google course certificates from Coursera (an online course site) are counted too. The Google Project Management Certificate appeared in none of the 2,413 India project-manager ads. The Google IT Support Professional Certificate appeared in none of the 259 India IT-support ads, and the Google Cybersecurity Professional Certificate in none of the 250 India security-analyst ads.

How should you read India's Scrum-master and SOC-analyst rows?

As a small sample, read with care. Adzuna returned 193 India ads with scrum master in the title and 54 with soc analyst (security operations center analyst) in the title. We draw no ranking or advice from them; rows are alphabetical.

A Scrum master runs the routine of an agile team, the short planning and review meetings of the Scrum method.

In India Scrum-master ads Ads naming it Share
CSM, Certified ScrumMaster (Scrum Alliance), searched as certified scrum master 62 32%
PMI-ACP (PMI) 17 9%
PSM, Professional Scrum Master (Scrum.org) 20 10%
SAFe Scrum Master (Scaled Agile; SAFe is a way to run agile in large companies) 29 15%
Scrum master certification, the phrase scrum master certification (approximate; not a total of the rows above) 30 16%

A SOC analyst works in a security operations center, watching alerts and handling incidents.

In India SOC-analyst ads Ads naming it Share
CEH 11 20%
CISSP 8 15%
CompTIA CySA+ 8 15%
CompTIA Security+ 4 7%

For penetration testers, who are paid to break into systems to find weak points, we counted the CEH plus the OSCP and eJPT (two hands-on penetration-testing certifications).

Adzuna returned 44 India penetration-tester ads, too few for us to publish a share.

Our Scrum-master page and SOC-analyst page show the same jobs in other countries.

Which of these can a beginner in India start with?

Within your job's list, start with a certification whose vendor lists no required work experience, because the first row in a job's table can require years of work. If you are a fresher (a recent graduate with no work experience), check this rule first. The table covers the certifications whose entry rules we checked. For a data, Scrum or SOC job, open the certificate page of each row in that job's table and read its entry rule there.

Job Vendor lists no work-experience rule Vendor recommends experience Vendor requires experience
Project manager CAPM, PRINCE2 Foundation (none in this list) PMP, PMI-ACP
Network engineer CCNA, CCNP Enterprise CompTIA Network+ (none in this list)
Security analyst (none; see the cybersecurity roadmap) CompTIA Security+ CISSP, CISM, CEH (or official training)
IT support (none in this list) CompTIA A+, CompTIA Network+ (none in this list)
Cloud engineer AWS Certified Cloud Practitioner (none in this list) (none in this list)

What each vendor asks, in short:

  • PMI. The CAPM needs a secondary diploma (a school-leaving certificate) and 23 contact hours of project-management education, meaning hours of teaching in a course. The PMP needs 24 to 60 months of experience leading projects in the past 10 years, depending on education (36 with a bachelor's degree), plus 35 hours of project-management training (an active CAPM also counts). The PMI-ACP needs 21 hours of agile training and two years of agile work (one with a PMI-accredited degree or another active agile certification), or an active PMP.
  • PeopleCert. Its PRINCE2 Foundation product page lists no prerequisite.
  • Cisco. It lists no prerequisites for the CCNA or the CCNP Enterprise track.
  • CompTIA. None of A+, Network+ or Security+ has a required prerequisite. For A+, CompTIA recommends "12 months of hands-on experience in an IT support specialist job role." For Network+ it recommends A+ plus 9 to 12 months of work, and for Security+, Network+ plus two years.
  • ISC2. The CISSP needs a "minimum of five years cumulative, full-time experience in two or more of the eight domains" (topic areas) of its exam outline. A related degree or an ISC2-approved credential can count for one of those years. Without the experience, you can pass the exam and become an Associate of ISC2, which gives you six years to earn the five years of experience.
  • ISACA and EC-Council. The CISM needs five years of information-security management work, of which waivers (credit that replaces experience) can cover up to two. The CEH needs two years of information-security work or official EC-Council training.
  • AWS. The Cloud Practitioner exam has no requirement. Check its ad count in the cloud table before you plan around it.

How do you choose your first certification from this list?

Choose the job before the certificate:

  1. If you have no target job yet, open two or three of the role pages linked in the job lists and pick the job whose ads describe work you would like to do. Our career-change guide walks through that choice.
  2. In that job's table, note the two or three rows with the largest ad counts.
  3. Check each of those rows in the beginner table. If the row requires experience you do not have, pick a row in the same job without that rule; for security analysts, where none qualifies, start with the cybersecurity roadmap.
  4. Open the certificate page for the exam format and what the exam covers.

When two project credentials compete for one job, read CAPM vs PMP, PMP vs PRINCE2 or ITIL vs PMP; for Scrum courses, read CSM vs PSM. Our guide to which certifications are worth getting covers the wider question.

What we did not check

  • Exam prices in rupees, and salaries: this page gives neither. The certificate pages cover costs.
  • Whether the PMP, CISSP or CompTIA A+ exam can be taken in India, at a test center or online. We found no vendor page that names India for these exams; confirm on the vendor's site.
  • The entry rules for ITIL 4 Foundation and CRISC.
  • Ads that Adzuna does not collect, such as those posted only on an employer's own careers site.
  • Ads that write a certification in a form we do not search, such as "Security+" without the word CompTIA, or only the abbreviation CSM.

Sources

All pages below were read in October 2026, except the archive copy, which keeps its capture date.

Questions people ask

Which certifications do job ads in India name most?

It depends on the job, because Indian job ads name different certifications for each job title. In job ads from Adzuna, a job search engine, for India in October 2026, the PMP (Project Management Professional, from PMI) appeared in 24% of 2,413 project-manager ads. The CCNP (Cisco's professional-level networking certification) appeared in 16% of 775 network-engineer ads, and the CISSP (an ISC2 security certification for experienced staff) in 18% of 250 security-analyst ads.

Which certification should a fresher in India take first?

Choose the job first, then pick a certification whose vendor lists no required work experience. A fresher is a recent graduate with no work experience. On each vendor's own site, Cisco lists no prerequisites for the CCNA, a networking certification, and CompTIA only recommends 12 months of hands-on work for A+, an IT-support certification. For the CAPM, PMI asks for a secondary diploma (a school-leaving certificate) and 23 contact hours (hours of teaching in a course) of project-management education. PeopleCert lists no prerequisite for PRINCE2 Foundation. The PMP and CISSP certifications require years of experience.

How often do Indian employers name the PMP in their ads?

The PMP (Project Management Professional, from PMI) appeared in 24% of 2,413 India project-manager ads and in 12% of 1,561 India program-manager ads, in Adzuna data for October 2026. PMI grants the PMP only after 24 to 60 months of experience leading projects, depending on education.

Which IT certifications do job ads in India name?

Each IT job has its own list. In Adzuna job ads for India in October 2026, the phrase comptia a, our approximate search for CompTIA A+ (an entry-level IT-support certification), appeared in 33 of 259 IT-support ads. The CCNA (a Cisco networking certification) appeared in 121 of 775 network-engineer ads. For cloud engineers, the phrase aws certified (Amazon Web Services) appeared in 29 of 1,150 ads.

Do data-analyst job ads in India name a certification?

In Adzuna job ads for India in October 2026, the Google Data Analytics Professional Certificate (a Coursera course certificate) appeared in 2 of the 1,054 data-analyst ads. PL-300, Microsoft's exam for Power BI (a dashboard tool), appeared in 2 of the 1,054 data-analyst ads. SQL, the database query language, appeared in 47% of the ads for India data analysts.

Do Indian Scrum-master ads name a certification?

India had 193 job ads with scrum master in the title in Adzuna data for October 2026, a small sample, so read with care. A Scrum master runs the routine of an agile team. Of those ads, 62 named the Certified ScrumMaster (CSM, from Scrum Alliance) and 20 the Professional Scrum Master (PSM, from Scrum.org).