Data Visualization
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 5 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
5 Dec 2023
Same period 2022 Same period 2021
Rank 238 236 218
Rank change year-on-year -2 -18 +66
Permanent jobs citing Data Visualisation 788 1,940 2,174
As % of all permanent jobs advertised in the UK 1.47% 1.56% 1.71%
As % of the Processes & Methodologies category 1.57% 1.63% 1.79%
Number of salaries quoted 576 1,151 1,356
10th Percentile £36,250 £36,250 £35,000
25th Percentile £43,688 £43,875 £42,500
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -4.35%
75th Percentile £73,750 £77,500 £70,000
90th Percentile £88,750 £90,000 £87,500
UK excluding London median annual salary £52,250 £50,000 £47,500
% change year-on-year +4.50% +5.26% -

All Process and Methodology Skills
UK

Data Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 50,261 118,879 121,556
As % of all permanent jobs advertised in the UK 94.08% 95.74% 95.44%
Number of salaries quoted 36,398 72,456 81,203
10th Percentile £32,500 £34,500 £32,500
25th Percentile £43,750 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - +9.09%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £100,000 £100,000 £95,000
UK excluding London median annual salary £52,500 £53,500 £50,000
% change year-on-year -1.87% +7.00% +4.17%

Data Visualisation
Job Vacancy Trend

Job postings citing Data Visualisation as a proportion of all IT jobs advertised.

Job vacancy trend for Data Visualisation in the UK

Data Visualisation
Salary Trend

3-month moving average salary quoted in jobs citing Data Visualisation.

Salary trend for Data Visualisation in the UK

Data Visualisation
Salary Histogram

Salary distribution for jobs citing Data Visualisation over the 6 months to 5 December 2023.

Salary histogram for Data Visualisation in the UK

Data Visualisation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the UK over the 6 months to 5 December 2023. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +30 736 £60,000 +2.56% 407
UK excluding London -11 390 £52,250 +4.50% 236
London +38 361 £65,000 - 219
Work from Home +25 358 £60,249 +9.54% 207
North of England +65 117 £56,250 +12.50% 73
South West +55 79 £55,000 +10.00% 12
Midlands +35 69 £53,000 +6.00% 27
North West +96 63 £60,249 +23.59% 49
West Midlands +50 58 £53,500 +12.63% 21
South East +17 57 £52,000 -0.95% 76
Yorkshire +44 46 £51,000 -0.49% 21
Scotland +42 33 £57,625 +15.25% 20
East of England +77 32 £41,250 -28.26% 25
East Midlands +23 11 £37,000 -39.59% 6
North East +33 8 £50,000 - 6
Northern Ireland -5 2 £70,000 +40.00% 4
Wales -32 1 £50,000 -4.76% 7

Data Visualisation
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 90 (11.42%) Apache Spark
2 67 (8.50%) Apache
3 25 (3.17%) Apache Airflow
4 24 (3.05%) SAS
5 11 (1.40%) Oracle Application Server
6 9 (1.14%) SharePoint
7 8 (1.02%) Confluence
8 5 (0.63%) Jupyter
8 5 (0.63%) Luigi
9 2 (0.25%) WordPress
10 1 (0.13%) Apache Synapse
10 1 (0.13%) CMS
10 1 (0.13%) EPiServer
10 1 (0.13%) OpenStack
10 1 (0.13%) Oracle Workflow
Applications
1 95 (12.06%) Microsoft Excel
2 29 (3.68%) Microsoft Office
3 10 (1.27%) Microsoft PowerPoint
4 4 (0.51%) Spreadsheet
5 3 (0.38%) SPSS
6 2 (0.25%) Sketch
6 2 (0.25%) UserZoom
7 1 (0.13%) Microsoft Project
7 1 (0.13%) Photoshop
Business Applications
1 7 (0.89%) NetSuite
2 3 (0.38%) Dynamics CRM
2 3 (0.38%) FastStats
3 1 (0.13%) Eloqua
3 1 (0.13%) GoldMine
3 1 (0.13%) Magento
3 1 (0.13%) Oracle Financials
Cloud Services
1 462 (58.63%) Power Platform
2 208 (26.40%) Azure
3 160 (20.30%) GCP
4 159 (20.18%) AWS
5 64 (8.12%) Azure Data Factory
6 63 (7.99%) Snowflake
7 58 (7.36%) Google Analytics
8 54 (6.85%) GitHub
9 52 (6.60%) Azure Synapse Analytics
10 47 (5.96%) GitHub Actions
10 47 (5.96%) Vertex AI
11 39 (4.95%) Azure DevOps
12 26 (3.30%) PowerApps
13 23 (2.92%) Serverless
14 19 (2.41%) dbt
15 17 (2.16%) Microsoft 365
16 14 (1.78%) Amazon S3
16 14 (1.78%) PaaS
16 14 (1.78%) SaaS
16 14 (1.78%) SurveyMonkey
Communications & Networking
1 16 (2.03%) Internet
2 9 (1.14%) HTTP
3 8 (1.02%) DNS
4 5 (0.63%) Network Security
5 3 (0.38%) Unified Communications
6 2 (0.25%) Wireless
7 1 (0.13%) FTP
Database & Business Intelligence
1 462 (58.63%) Power BI
2 314 (39.85%) Tableau
3 168 (21.32%) Data Warehouse
4 122 (15.48%) Data Lake
5 101 (12.82%) Looker
6 79 (10.03%) Relational Database
7 76 (9.64%) BigQuery
7 76 (9.64%) SQL Server
8 72 (9.14%) Big Data
9 71 (9.01%) NoSQL
10 66 (8.38%) Data Mining
11 61 (7.74%) PostgreSQL
12 58 (7.36%) MySQL
13 51 (6.47%) Bigtable
14 46 (5.84%) SQL Server Reporting Services
15 42 (5.33%) SQL Server Integration Services
16 40 (5.08%) SQL Server Analysis Services
17 38 (4.82%) Metadata
18 32 (4.06%) Hadoop
19 31 (3.93%) Azure SQL Database
Development Applications
1 55 (6.98%) Jenkins
2 14 (1.78%) Git
2 14 (1.78%) JIRA
3 6 (0.76%) Visual Studio Team System
4 5 (0.63%) ERwin
5 4 (0.51%) RStudio
5 4 (0.51%) Visual Studio Code
6 2 (0.25%) Axure RP
6 2 (0.25%) Cucumber
6 2 (0.25%) SpecFlow
6 2 (0.25%) TeamCity
7 1 (0.13%) Cypress.io
7 1 (0.13%) PowerBuilder
7 1 (0.13%) SQL Server Management Studio (SSMS)
7 1 (0.13%) Visual Website Optimizer
General
1 278 (35.28%) Social Skills
2 275 (34.90%) Analytical Skills
3 263 (33.38%) Finance
4 99 (12.56%) Banking
5 74 (9.39%) Marketing
6 67 (8.50%) Presentation Skills
7 60 (7.61%) Retail
8 33 (4.19%) Inclusion and Diversity
9 29 (3.68%) Influencing Skills
10 25 (3.17%) Legal
11 16 (2.03%) Public Sector
12 15 (1.90%) Manufacturing
12 15 (1.90%) Military
13 12 (1.52%) Front Office
13 12 (1.52%) Law
14 9 (1.14%) Advertising
14 9 (1.14%) Corporate Banking
14 9 (1.14%) Games
15 5 (0.63%) Private Banking
16 4 (0.51%) Local Government
Job Titles
1 231 (29.31%) Analyst
2 148 (18.78%) Senior
3 112 (14.21%) Data Analyst
4 110 (13.96%) Developer
5 95 (12.06%) Data Engineer
6 70 (8.88%) Architect
7 59 (7.49%) Business Intelligence Analyst
7 59 (7.49%) Data Architect
8 54 (6.85%) Lead
9 39 (4.95%) Cloud Architect
9 39 (4.95%) Software Engineer
10 38 (4.82%) Data Manager
11 37 (4.70%) Business Intelligence Developer
12 30 (3.81%) Data Scientist
13 28 (3.55%) Business Analyst
14 23 (2.92%) Azure Engineer
14 23 (2.92%) Senior Analyst
14 23 (2.92%) Senior Data Engineer
15 21 (2.66%) Business Intelligence Manager
15 21 (2.66%) Consultant
Libraries, Frameworks & Software Standards
1 71 (9.01%) Kafka
2 43 (5.46%) HTML
3 37 (4.70%) React
4 33 (4.19%) CSS
5 32 (4.06%) Pandas
6 31 (3.93%) XML
7 30 (3.81%) JSON
8 25 (3.17%) PySpark
9 24 (3.05%) .NET
10 17 (2.16%) REST
11 14 (1.78%) TensorFlow
12 13 (1.65%) D3.js
12 13 (1.65%) Flask
12 13 (1.65%) PyTorch
12 13 (1.65%) Redux
13 12 (1.52%) NumPy
14 10 (1.27%) MDX
14 10 (1.27%) SOAP
15 9 (1.14%) Entity Framework
15 9 (1.14%) HTML5
Miscellaneous
1 37 (4.70%) Algorithms
2 33 (4.19%) Onboarding
3 30 (3.81%) Public Cloud
4 29 (3.68%) Management Information System
5 28 (3.55%) Data Structures
6 26 (3.30%) Self-Motivation
7 19 (2.41%) Augmented Reality
7 19 (2.41%) Virtual Reality
8 17 (2.16%) Hedge funds
9 14 (1.78%) Data Centre
9 14 (1.78%) Foreign Exchange (FX)
10 12 (1.52%) Derivative
11 11 (1.40%) Equities
11 11 (1.40%) Fixed Income
12 10 (1.27%) Product Ownership
12 10 (1.27%) Reinsurance
13 8 (1.02%) Distributed Computing
14 6 (0.76%) Analytical Mindset
14 6 (0.76%) Mobile App
14 6 (0.76%) Social Media
Operating Systems
1 15 (1.90%) Windows
2 14 (1.78%) Linux
3 4 (0.51%) Windows Server
4 2 (0.25%) Apple iOS
4 2 (0.25%) Unix
5 1 (0.13%) Windows 10
Processes & Methodologies
1 788 (100.00%) Visualisation
2 483 (61.29%) Business Intelligence
3 397 (50.38%) Analytics
4 221 (28.05%) Agile
5 212 (26.90%) Data Modelling
6 206 (26.14%) ETL
7 194 (24.62%) Data Analysis
8 192 (24.37%) Problem-Solving
9 190 (24.11%) Machine Learning
10 173 (21.95%) Data Analytics
10 173 (21.95%) Data Science
11 144 (18.27%) Decision-Making
12 125 (15.86%) Data Governance
13 121 (15.36%) Data Pipeline
14 119 (15.10%) Data Integration
15 107 (13.58%) Artificial Intelligence
16 104 (13.20%) Actionable Insight
17 101 (12.82%) Data Management
18 100 (12.69%) Data Engineering
19 93 (11.80%) Mentoring
Programming Languages
1 495 (62.82%) SQL
2 282 (35.79%) Python
3 109 (13.83%) R
4 65 (8.25%) Data Analysis Expressions
5 56 (7.11%) JavaScript
6 52 (6.60%) T-SQL
7 49 (6.22%) C#
8 22 (2.79%) TypeScript
9 20 (2.54%) VBA
10 19 (2.41%) Java
11 16 (2.03%) C
12 15 (1.90%) MATLAB
13 13 (1.65%) PHP
14 12 (1.52%) C++
15 10 (1.27%) VB
16 8 (1.02%) PowerShell
17 6 (0.76%) Scala
18 5 (0.63%) U-SQL
19 4 (0.51%) XMLA
20 2 (0.25%) Go
Qualifications
1 160 (20.30%) Degree
2 49 (6.22%) Computer Science Degree
3 34 (4.31%) Security Cleared
4 33 (4.19%) SC Cleared
5 31 (3.93%) Master's Degree
6 12 (1.52%) Azure Certification
7 8 (1.02%) Microsoft Certification
8 7 (0.89%) DBS Check
9 5 (0.63%) ACCA
9 5 (0.63%) AWS Certification
9 5 (0.63%) PhD
9 5 (0.63%) Tableau Certification
10 3 (0.38%) BPSS Clearance
10 3 (0.38%) Numerate Degree
11 2 (0.25%) ISTQB
12 1 (0.13%) CFA
12 1 (0.13%) CSPO
12 1 (0.13%) DV Cleared
12 1 (0.13%) SAFe Agilist
Quality Assurance & Compliance
1 131 (16.62%) Data Quality
2 43 (5.46%) GDPR
3 33 (4.19%) QA
4 20 (2.54%) PMO
5 10 (1.27%) Actionable Recommendations
6 6 (0.76%) Accessibility
7 3 (0.38%) WCAG
8 1 (0.13%) California Consumer Privacy Act
8 1 (0.13%) GxP
8 1 (0.13%) HIPAA
8 1 (0.13%) Sarbanes-Oxley
8 1 (0.13%) SNOMED CT
System Software
1 40 (5.08%) Docker
2 4 (0.51%) Active Directory
Systems Management
1 53 (6.73%) Terraform
2 24 (3.05%) Kubernetes
3 3 (0.38%) Ansible
4 2 (0.25%) SCCM
5 1 (0.13%) Docker Swarm
5 1 (0.13%) Grafana
5 1 (0.13%) Mesos
5 1 (0.13%) Puppet
Vendors
1 181 (22.97%) Microsoft
2 151 (19.16%) Google
3 63 (7.99%) Databricks
4 26 (3.30%) Salesforce
5 25 (3.17%) Oracle
6 15 (1.90%) Hotjar
7 12 (1.52%) Alteryx
8 11 (1.40%) MicroStrategy
9 10 (1.27%) Adobe
9 10 (1.27%) Atlassian
9 10 (1.27%) YouTube
10 7 (0.89%) JD Edwards
11 5 (0.63%) Hyperion
11 5 (0.63%) Splunk
12 4 (0.51%) DoubleClick
12 4 (0.51%) Informatica
12 4 (0.51%) SAP
13 3 (0.38%) Dataiku
13 3 (0.38%) ServiceNow
13 3 (0.38%) Sun