Period
to

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 9 August 2022 with a comparison to the same period in the previous 2 years.

Data Visualization
UK
6 months to
9 Aug 2022
Same period 2021 Same period 2020
Rank 206 218 308
Rank change year-on-year +12 +90 +22
Permanent jobs citing Data Visualisation 3,324 1,851 675
As % of all permanent jobs advertised in the UK 1.95% 1.62% 1.04%
As % of the Processes & Methodologies category 2.04% 1.73% 1.12%
Number of salaries quoted 1,325 1,093 537
10th Percentile £36,250 £35,000 £35,000
25th Percentile £43,750 £41,250 £45,000
Median annual salary (50th Percentile) £57,500 £54,072 £57,500
Median % change year-on-year +6.34% -5.96% +15.00%
75th Percentile £75,000 £70,000 £75,000
90th Percentile £87,500 £85,000 £89,250
UK excluding London median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +5.82%

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.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 163,158 107,241 60,516
As % of all permanent IT jobs advertised in the UK 95.78% 94.06% 93.05%
Number of salaries quoted 83,987 72,859 49,103
10th Percentile £34,000 £32,500 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £73,750
90th Percentile £96,250 £92,500 £90,000
UK excluding London median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 9 August 2022.

Salary histogram for Data Visualisation in the UK

Data Visualisation
Top 18 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 9 August 2022. 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 +6 2,701 £57,500 +4.55% 145
London -24 1,765 £60,000 +4.35% 80
Work from Home -5 1,450 £55,000 +4.76% 60
UK excluding London +43 1,065 £50,000 +11.11% 68
South East +32 275 £55,000 +29.41% 15
North of England +17 253 £50,000 +11.11% 19
North West -14 134 £49,500 +10.00% 11
South West +8 131 £50,000 +17.65% 2
Midlands -42 123 £50,000 +11.11% 13
East of England 0 120 £57,500 -4.17% 13
Yorkshire +11 108 £50,000 +11.11% 7
West Midlands -31 95 £50,000 +11.11% 11
Wales +42 66 £52,500 +20.00% 3
Northern Ireland +30 50 £50,000 +108.33%
Scotland -46 48 £50,000 +4.17% 3
East Midlands -39 24 £67,500 +50.17% 1
North East -10 11 £50,000 +25.00% 1
Channel Islands - 5 £65,000 -

For the 6 months to 9 August 2022, IT jobs citing Data Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Data Visualisation.

1 3,321 (99.91%) Visualisation
2 1,772 (53.31%) SQL
3 1,741 (52.38%) Analytics
4 1,311 (39.44%) Business Intelligence
5 1,305 (39.26%) Python
6 1,170 (35.20%) Agile
7 1,103 (33.18%) Social Skills
8 1,068 (32.13%) Power BI
8 1,068 (32.13%) Power Platform
9 1,020 (30.69%) Tableau
10 870 (26.17%) Data Science
11 842 (25.33%) Finance
12 820 (24.67%) Analytical Skills
13 784 (23.59%) Data Analysis
14 692 (20.82%) Problem-Solving
15 673 (20.25%) Degree
16 642 (19.31%) Azure
17 623 (18.74%) R
17 623 (18.74%) Data Warehouse
18 592 (17.81%) Marketing
19 581 (17.48%) AWS
20 565 (17.00%) Machine Learning
21 539 (16.22%) Data Modelling
22 517 (15.55%) ETL
23 516 (15.52%) Google
24 515 (15.49%) Data Analytics
25 488 (14.68%) User Experience
26 487 (14.65%) JavaScript
27 474 (14.26%) Decision-Making
28 469 (14.11%) Mathematics

Data Visualisation
Co-occurring IT Skills by Category

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

Application Platforms
1 221 (6.65%) SAS
2 181 (5.45%) Apache Spark
3 43 (1.29%) Oracle Workflow
4 42 (1.26%) Jupyter
5 33 (0.99%) Apache
6 31 (0.93%) nginx
7 29 (0.87%) SharePoint
8 28 (0.84%) Apache Airflow
9 24 (0.72%) CMS
10 17 (0.51%) Confluence
11 15 (0.45%) ArcGIS
12 12 (0.36%) Apache Solr
13 7 (0.21%) Ethereum
14 6 (0.18%) R Markdown
14 6 (0.18%) WordPress
15 4 (0.12%) Umbraco
16 3 (0.090%) Drupal
17 2 (0.060%) Appian
17 2 (0.060%) IBM Domino
17 2 (0.060%) Luigi
Applications
1 421 (12.67%) Microsoft Excel
2 116 (3.49%) Microsoft PowerPoint
3 99 (2.98%) Microsoft Office
4 67 (2.02%) Photoshop
5 62 (1.87%) Sketch
6 44 (1.32%) InVision
7 40 (1.20%) Adobe Illustrator
8 33 (0.99%) Adobe XD
9 24 (0.72%) Marvel
10 22 (0.66%) Adobe Premiere
11 17 (0.51%) Adobe After Effects
11 17 (0.51%) Adobe Creative Suite
11 17 (0.51%) Spreadsheet
12 12 (0.36%) Campfire
12 12 (0.36%) SPSS
13 10 (0.30%) InDesign
13 10 (0.30%) Microsoft Project
14 8 (0.24%) AutoCAD
14 8 (0.24%) MS Visio
14 8 (0.24%) Pipeline Pilot
Business Applications
1 35 (1.05%) SessionCam
2 34 (1.02%) WebTrends
3 18 (0.54%) Magento
3 18 (0.54%) Odoo
4 12 (0.36%) IBM Planning Analytics
5 11 (0.33%) JDE OneWorld
6 8 (0.24%) Oracle Assets
6 8 (0.24%) Oracle Procure-to-Pay
6 8 (0.24%) SAP ERP
7 7 (0.21%) FastStats
7 7 (0.21%) Oracle Subledger Accounting
7 7 (0.21%) SAP MDG
7 7 (0.21%) SAP S/4HANA
8 4 (0.12%) ResourceLink
8 4 (0.12%) Sprinklr
8 4 (0.12%) TrackWise
9 3 (0.090%) Shopify
10 2 (0.060%) Sparx Enterprise Architect
11 1 (0.030%) Cloudability
11 1 (0.030%) SAP Hybris
Cloud Services
1 1,068 (32.13%) Power Platform
2 642 (19.31%) Azure
3 581 (17.48%) AWS
4 384 (11.55%) GCP
5 258 (7.76%) Google Analytics
6 159 (4.78%) SaaS
7 150 (4.51%) GitHub
8 120 (3.61%) Snowflake
9 109 (3.28%) Google Data Studio
10 84 (2.53%) Azure Data Factory
11 78 (2.35%) Figma
12 75 (2.26%) Serverless
13 61 (1.84%) Azure Synapse Analytics
14 60 (1.81%) Azure DevOps
14 60 (1.81%) GitHub Actions
15 57 (1.71%) Azure Service Bus
16 56 (1.68%) Azure Storage
16 56 (1.68%) Google Tag Manager
17 53 (1.59%) Adobe Analytics
17 53 (1.59%) Collibra
Communications & Networking
1 25 (0.75%) Internet
1 25 (0.75%) Network Security
2 18 (0.54%) Broadband
3 8 (0.24%) FTP
3 8 (0.24%) VoIP
4 7 (0.21%) TCP/IP
4 7 (0.21%) Unified Communications
4 7 (0.21%) VPN
5 6 (0.18%) VLAN
6 5 (0.15%) Intranet
7 4 (0.12%) WAN
8 3 (0.090%) Firewall
8 3 (0.090%) HTTPS
8 3 (0.090%) MQTT
8 3 (0.090%) SD-WAN
9 2 (0.060%) ATM
9 2 (0.060%) DNS
9 2 (0.060%) Intrusion Detection
10 1 (0.030%) LAN
10 1 (0.030%) PSTN
Database & Business Intelligence
1 1,068 (32.13%) Power BI
2 1,020 (30.69%) Tableau
3 623 (18.74%) Data Warehouse
4 364 (10.95%) SQL Server
5 339 (10.20%) Big Data
6 245 (7.37%) PostgreSQL
7 222 (6.68%) Looker
8 217 (6.53%) Relational Database
9 213 (6.41%) Data Lake
10 202 (6.08%) NoSQL
11 185 (5.57%) SQL Server Integration Services
12 139 (4.18%) SQL Server Reporting Services
13 127 (3.82%) Qlik Sense
14 119 (3.58%) Data Mining
15 116 (3.49%) BigQuery
16 113 (3.40%) Amazon Redshift
17 112 (3.37%) QlikView
18 110 (3.31%) Hadoop
19 107 (3.22%) MySQL
20 78 (2.35%) Azure SQL Database
Development Applications
1 283 (8.51%) Git (software)
2 129 (3.88%) JIRA
3 108 (3.25%) webpack
4 72 (2.17%) Jenkins
5 61 (1.84%) CircleCI
6 54 (1.62%) GitLab
7 35 (1.05%) Cypress.io
8 31 (0.93%) rollup.js
9 30 (0.90%) SQL Server Management Studio (SSMS)
10 27 (0.81%) CMake
11 25 (0.75%) Cucumber
11 25 (0.75%) Storybook
12 24 (0.72%) Selenium
13 23 (0.69%) Visual Studio
14 17 (0.51%) Vagrant
15 16 (0.48%) Bitbucket
16 15 (0.45%) Bundler
17 14 (0.42%) Babel
18 13 (0.39%) SpecFlow
18 13 (0.39%) Subversion
General
1 1,103 (33.18%) Social Skills
2 842 (25.33%) Finance
3 820 (24.67%) Analytical Skills
4 592 (17.81%) Marketing
5 239 (7.19%) Inclusion and Diversity
6 238 (7.16%) Retail
7 210 (6.32%) Presentation Skills
8 187 (5.63%) Advertising
9 138 (4.15%) Legal
10 131 (3.94%) Games
11 115 (3.46%) Pharmaceutical
12 111 (3.34%) Banking
13 97 (2.92%) Public Sector
14 88 (2.65%) Law
15 87 (2.62%) Influencing Skills
15 87 (2.62%) Publishing
16 56 (1.68%) Automotive
17 39 (1.17%) Manufacturing
17 39 (1.17%) Organisational Skills
18 32 (0.96%) Telecoms
Job Titles
1 930 (27.98%) Analyst
2 449 (13.51%) Developer
3 389 (11.70%) Data Analyst
4 297 (8.94%) Data Engineer
5 254 (7.64%) Senior Analyst
6 247 (7.43%) Data Scientist
7 158 (4.75%) Business Intelligence Analyst
8 147 (4.42%) Business Intelligence Developer
9 145 (4.36%) Software Engineer
10 117 (3.52%) Graduate
11 113 (3.40%) Consultant
12 92 (2.77%) Senior Data Scientist
13 89 (2.68%) Senior Developer
14 87 (2.62%) Designer
15 81 (2.44%) Biostatistician
16 80 (2.41%) Product Analyst
17 78 (2.35%) Architect
17 78 (2.35%) Data Manager
18 75 (2.26%) Analytics Manager
19 67 (2.02%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 352 (10.59%) React
2 267 (8.03%) Node.js
3 255 (7.67%) CSS
4 236 (7.10%) GraphQL
5 221 (6.65%) HTML
6 132 (3.97%) AngularJS
7 120 (3.61%) D3.js
8 114 (3.43%) Apollo GraphQL
9 111 (3.34%) .NET
10 109 (3.28%) Pandas
11 94 (2.83%) Web Services
12 92 (2.77%) HTML5
13 89 (2.68%) REST
14 87 (2.62%) NumPy
15 86 (2.59%) JSON
16 82 (2.47%) RxJS
17 81 (2.44%) Vue.js
18 78 (2.35%) Kafka
19 70 (2.11%) .NET Core
19 70 (2.11%) scikit-learn
Miscellaneous
1 488 (14.68%) User Experience
2 231 (6.95%) Self-Motivation
3 195 (5.87%) Algorithms
4 106 (3.19%) Management Information System
5 96 (2.89%) Data Structures
6 95 (2.86%) Sports Betting
7 80 (2.41%) Digital Media
8 77 (2.32%) Virtual Team
9 74 (2.23%) Life Science
10 60 (1.81%) Social Media
10 60 (1.81%) Video\Live Streaming
11 51 (1.53%) Blockchain
12 50 (1.50%) Blog
13 45 (1.35%) NHS
14 41 (1.23%) Cloud Native
14 41 (1.23%) FMCG
15 40 (1.20%) Mobile App
16 35 (1.05%) Greenfield Project
17 32 (0.96%) Marketing Technology
18 30 (0.90%) Cyberattack
Operating Systems
1 161 (4.84%) Linux
2 90 (2.71%) Windows
3 46 (1.38%) Android
3 46 (1.38%) Apple iOS
4 33 (0.99%) Unix
5 15 (0.45%) Windows Phone
6 8 (0.24%) Ubuntu
7 1 (0.030%) Windows Server
Processes & Methodologies
1 3,321 (99.91%) Visualisation
2 1,741 (52.38%) Analytics
3 1,311 (39.44%) Business Intelligence
4 1,170 (35.20%) Agile
5 870 (26.17%) Data Science
6 784 (23.59%) Data Analysis
7 692 (20.82%) Problem-Solving
8 565 (17.00%) Machine Learning
9 539 (16.22%) Data Modelling
10 517 (15.55%) ETL
11 515 (15.49%) Data Analytics
12 474 (14.26%) Decision-Making
13 469 (14.11%) Mathematics
14 435 (13.09%) Artificial Intelligence
15 415 (12.48%) Statistics
16 389 (11.70%) Data Engineering
17 377 (11.34%) Software Engineering
18 370 (11.13%) Mentoring
19 361 (10.86%) Computer Science
20 332 (9.99%) CI/CD
Programming Languages
1 1,772 (53.31%) SQL
2 1,305 (39.26%) Python
3 623 (18.74%) R
4 487 (14.65%) JavaScript
5 319 (9.60%) TypeScript
6 223 (6.71%) Java
7 156 (4.69%) C#
8 113 (3.40%) T-SQL
9 90 (2.71%) C++
10 89 (2.68%) C
11 70 (2.11%) VBA
12 68 (2.05%) ES6
13 66 (1.99%) Data Analysis Expressions (DAX)
14 49 (1.47%) Bash
15 37 (1.11%) MATLAB
15 37 (1.11%) Scala
16 36 (1.08%) PL/SQL
17 34 (1.02%) Go
18 33 (0.99%) PowerShell
19 28 (0.84%) Perl
Qualifications
1 673 (20.25%) Degree
2 153 (4.60%) PhD
3 111 (3.34%) Master's Degree
4 107 (3.22%) Computer Science Degree
5 65 (1.96%) Security Cleared
6 46 (1.38%) SC Cleared
7 22 (0.66%) Numerate Degree
8 20 (0.60%) AWS Certification
9 18 (0.54%) Postgraduate
10 11 (0.33%) Tableau Certification
11 10 (0.30%) BPSS Clearance
12 9 (0.27%) CEH
12 9 (0.27%) CompTIA Security+
12 9 (0.27%) Microsoft Certification
13 7 (0.21%) PMI Certification
14 5 (0.15%) DV Cleared
15 4 (0.12%) ISEB
16 2 (0.060%) CCSA
16 2 (0.060%) CISSP
16 2 (0.060%) MBA
Quality Assurance & Compliance
1 239 (7.19%) QA
2 230 (6.92%) Data Quality
3 78 (2.35%) GDPR
4 51 (1.53%) Accessibility
5 38 (1.14%) SLA
6 24 (0.72%) Actionable Recommendations
7 14 (0.42%) CDISC
7 14 (0.42%) HL7
8 11 (0.33%) ISO/IEC 27001
9 8 (0.24%) PMO
10 5 (0.15%) HIPAA
10 5 (0.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 5 (0.15%) SOC 2
11 4 (0.12%) GxP
12 3 (0.090%) Good Clinical Practice
13 2 (0.060%) GLP
14 1 (0.030%) Dodd-Frank
14 1 (0.030%) FATCA
14 1 (0.030%) IFRS
14 1 (0.030%) IFRS 9
System Software
1 292 (8.78%) Docker
2 20 (0.60%) Active Directory
3 8 (0.24%) VirtualBox
4 7 (0.21%) Hyper-V
4 7 (0.21%) VMware Infrastructure
5 4 (0.12%) Virtual Machines
6 2 (0.060%) HDFS
Systems Management
1 201 (6.05%) Kubernetes
2 138 (4.15%) Terraform
3 66 (1.99%) Grafana
4 43 (1.29%) Ansible
5 37 (1.11%) Prometheus
6 29 (0.87%) Argo
7 19 (0.57%) Panaseer
8 17 (0.51%) SCCM
9 10 (0.30%) Kibana
10 5 (0.15%) Puppet
11 3 (0.090%) Docker Swarm
12 2 (0.060%) Nessus
12 2 (0.060%) Opscode Chef
12 2 (0.060%) QRadar
12 2 (0.060%) Rundeck
13 1 (0.030%) Kubeflow
13 1 (0.030%) Rancher
Vendors
1 516 (15.52%) Google
2 456 (13.72%) Microsoft
3 181 (5.45%) Adobe
4 169 (5.08%) Oracle
5 138 (4.15%) Alteryx
6 118 (3.55%) Databricks
7 60 (1.81%) SAP
8 57 (1.71%) Salesforce.com
9 53 (1.59%) Informatica
10 52 (1.56%) IBM
11 48 (1.44%) Apple
11 48 (1.44%) Hotjar
12 44 (1.32%) Cadence
13 43 (1.29%) Teradata
14 41 (1.23%) MicroStrategy
15 39 (1.17%) Tealium
16 36 (1.08%) Netlify
17 35 (1.05%) Facebook
18 34 (1.02%) Tealeaf
19 32 (0.96%) PayPal