Data-driven analysis of the digital marketing profession.
Structural analysis of how roles, competencies, and industry demand are evolving across digital marketing.
Industry reports.
Data-backed annual and half-yearly reports on the state of digital marketing in India.
The Indian marketing talent gap
Compensation trends across the seven roles
The people behind A Factor
Practitioners and builders — not observers. Every faculty member has held the role they teach.
Vikram Khanna
Head of Performance Marketing
SwiggyRiya Mehrotra
Director — Brand Strategy
MamaearthArjun Nair
VP — Growth & Analytics
RazorpayPriyanka Ghosh
Head of Content
ZomatoSubstantive analysis, not trend marketing.
A Factor's industry reports provide rigorous, data-driven analysis of the digital marketing profession — its current state, its structural dynamics, and its trajectory. These are not trend reports assembled for clicks or designed to generate engagement.
Each report draws on multiple data sources — employer surveys, job market analysis, competency assessment data, and structured interviews — to build a factual picture of how the profession is changing.
Explore the Role Framework →Structural, not promotional.
The focus is structural: not which platforms are trending, but how role definitions are shifting; not which tools are popular, but which competencies are becoming more valuable; not what the industry says it wants, but what hiring patterns, salary data, and performance outcomes reveal it actually rewards.
The findings in these reports directly inform the design of the Role Framework and the calibration of A Factor's educational programmes — and serve as a resource for professionals, employers, and educators seeking evidence-based intelligence.
Current featured release.
Each report undergoes rigorous data validation and methodological review before publication.
The Digital Marketing Skills Gap Report: what employers need vs. what graduates can do
A comprehensive analysis of the structural disconnect between employer competency requirements and graduate capabilities across digital marketing roles. Drawing on employer surveys, job market data, and competency assessments, this report quantifies the skills gap by role, domain, and seniority level — and identifies the specific competencies where the gap is widest.
Recent and forthcoming reports.
Current releases from A Factor's industry analysis programme. Each report addresses a distinct dimension of the profession's evolution.
Role evolution in digital marketing
How job definitions are changing and what it means for education. Analysis of job specification data, hiring patterns, and organisational structures reveals that role boundaries are becoming simultaneously more specialised and more integrated.
Salary, demand & career trajectory
A data-driven view of the digital marketing profession. Identifies which competencies correlate most strongly with salary advancement, which roles face the greatest supply-demand imbalance, and where the profession is heading.
Technology impact on marketing competencies
AI, automation, and the changing shape of professional capability. Rather than predicting which tools will dominate, the analysis focuses on which capabilities are becoming more valuable and which are being commoditised.
Employer hiring criteria 2026
A structured analysis of what employers actively screen for at the application, interview, and probationary stages — and how those criteria differ from public job descriptions.
The senior generalist problem
A study of mid-senior digital marketing roles. Examines where breadth becomes valuable, where it becomes a liability, and how organisations should structure progression beyond the specialist level.
The strategic-thinking premium
Empirical analysis of the salary differential associated with demonstrable strategic competence — and the role-by-role variation in how that premium materialises.
Four dimensions of the profession's evolution.
A Factor's industry analysis is organised into four categories, each addressing a distinct dimension of the profession's evolution. Together, they provide a comprehensive, data-informed view.
Skills gap analysis
Quantitative assessments of the gap between what the industry requires and what the education system produces. Uses employer data, graduate competency profiles, and role-specific benchmarks to map the precise dimensions of the gap.
Role evolution
Tracking how digital marketing roles are structurally changing — in scope, competency requirements, and organisational positioning. Analyses job specification trends, hiring pattern shifts, and organisational restructuring.
Salary & demand
Data-driven analysis of compensation trends, hiring demand, and the economic value of specific competencies. Goes beyond average salary figures to examine which capabilities correlate with career acceleration.
Technology impact
Examining how technological change — particularly AI, automation, and platform evolution — is reshaping the competency requirements of marketing professionals. Focuses on capability shifts rather than tool adoption.
Data sources and validation.
The credibility of any industry report depends on the rigour of its methodology and the quality of its data. A Factor's reports draw on multiple, independently verifiable data sources and apply consistent analytical methods to ensure that findings are reliable, reproducible, and genuinely useful for decision-making.
Data sources
Structured surveys of employers, hiring managers, and marketing leaders. Job specification analysis across multiple platforms. In-depth interviews with marketing leaders. Longitudinal tracking of graduate outcomes.
Validation
Multi-source triangulation, independent methodological review before publication, and reproducibility documentation. Survey instruments are designed to capture specific competency requirements, not general sentiment.
Distribution
Reports are made available without charge to professionals, employers, and educators. Headline findings are published openly; underlying methodology and data appendices are available on request.
For the research methodology that underpins A Factor's analytical frameworks, see the original research papers. For analysis and commentary on report findings, see the published articles and opinion pieces.
Download the latest report.
Download the latest industry report, or explore the Role Framework that translates these findings into structured professional development.
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