Period
to 3 June 2020

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 3 June 2020 with a comparison to the same period in the previous 2 years.

Data Visualization
UK
6 months to
3 Jun 2020
Same period 2019 Same period 2018
Rank 298 322 370
Rank change year-on-year +24 +48 -16
Permanent jobs citing Data Visualisation 885 1,443 1,462
As % of all permanent jobs advertised in the UK 1.01% 1.01% 0.85%
As % of the Processes & Methodologies category 1.10% 1.10% 0.92%
Number of salaries quoted 715 1,222 1,179
Median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% +4.76%
10th Percentile £37,500 £31,250 £33,750
90th Percentile £87,500 £82,500 £87,500
UK excluding London median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 80,797 131,548 158,766
As % of all permanent IT jobs advertised in the UK 92.26% 92.24% 92.30%
Number of salaries quoted 64,063 102,988 127,646
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £30,000 £29,250
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 3 June 2020.

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 3 June 2020. 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
Job
Vacancies
England +23 832 £57,500 +15.00% 57
London +20 502 £62,500 +4.17% 21
UK excluding London +19 376 £50,000 +11.11% 39
South East +74 127 £57,500 +26.20% 13
Work from Home +60 65 £56,250 +2.27% 4
North of England +48 60 £51,250 +13.89% 9
South West -3 59 £45,000 -
East of England +76 48 £52,500 +7.69% 6
Midlands +9 37 £56,250 +32.35% 8
North West +41 33 £52,500 +16.67% 8
Scotland +46 29 £50,000 +5.26% 3
West Midlands +14 26 £59,500 +45.12% 7
Yorkshire +91 17 £41,000 -9.09%
Wales +4 13 £47,500 +35.71%
East Midlands +38 11 £32,500 -27.78% 1
North East +11 10 £31,880 -0.38% 1
Channel Islands - 2 £47,500 -
Northern Ireland +11 1 £22,000 -

For the 6 months to 3 June 2020, 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.

1 885 (100.00%) Visualisation
2 503 (56.84%) SQL
3 433 (48.93%) Business Intelligence
4 396 (44.75%) Analytics
5 379 (42.82%) Tableau
6 350 (39.55%) Power BI
6 350 (39.55%) Power Platform
7 328 (37.06%) Python
8 277 (31.30%) Agile Software Development
9 260 (29.38%) Finance
10 232 (26.21%) Data Warehouse
11 230 (25.99%) ETL
12 228 (25.76%) SQL Server
13 211 (23.84%) Azure
14 205 (23.16%) Data Science
15 171 (19.32%) AWS
16 168 (18.98%) Analytical Skills
17 166 (18.76%) Microsoft
18 165 (18.64%) Data Modelling
19 158 (17.85%) Machine Learning
20 154 (17.40%) SQL Server Integration Services
21 151 (17.06%) Data Analysis
22 148 (16.72%) Degree
23 144 (16.27%) Data Analytics
24 140 (15.82%) JavaScript
25 135 (15.25%) Problem-Solving
26 123 (13.90%) SQL Server Reporting Services
27 117 (13.22%) User Experience
28 106 (11.98%) QlikView
29 104 (11.75%) SQL Server Analysis Services

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 50 (5.65%) Apache Spark
2 36 (4.07%) SAS
3 21 (2.37%) ArcGIS
4 20 (2.26%) Jupyter
5 10 (1.13%) Confluence
5 10 (1.13%) SharePoint
6 9 (1.02%) Apache Airflow
7 7 (0.79%) Elasticsearch
8 6 (0.68%) Apache
8 6 (0.68%) Mendix
8 6 (0.68%) SharePoint 2013
9 5 (0.56%) OpenStack
10 4 (0.45%) CMS
11 3 (0.34%) Luigi
12 1 (0.11%) Apache Synapse
12 1 (0.11%) Appian
12 1 (0.11%) Drupal
12 1 (0.11%) Joomla!
12 1 (0.11%) Oracle Application Server
12 1 (0.11%) WordPress
Applications
1 83 (9.38%) Microsoft Excel
2 25 (2.82%) SPSS
3 24 (2.71%) Microsoft Office
4 11 (1.24%) Microsoft PowerPoint
5 5 (0.56%) MS Visio
6 4 (0.45%) Microsoft Project
7 2 (0.23%) Adobe Illustrator
7 2 (0.23%) Adobe Premiere
7 2 (0.23%) Sketch
7 2 (0.23%) Spreadsheet
8 1 (0.11%) Adobe After Effects
8 1 (0.11%) Figma
8 1 (0.11%) InVision
8 1 (0.11%) Photoshop
8 1 (0.11%) Weka
8 1 (0.11%) Zeplin
Business Applications
1 9 (1.02%) Dynamics CRM
2 5 (0.56%) Salesforce.com CRM
2 5 (0.56%) SAP CRM
2 5 (0.56%) SAP ERP
2 5 (0.56%) SAP IS-U
3 2 (0.23%) Oracle Applications
3 2 (0.23%) Oracle EBS
3 2 (0.23%) Oracle ERP
4 1 (0.11%) Adobe Campaign
4 1 (0.11%) SessionCam
Cloud Services
1 350 (39.55%) Power Platform
2 211 (23.84%) Azure
3 171 (19.32%) AWS
4 78 (8.81%) GCP
5 47 (5.31%) Azure Data Factory
6 37 (4.18%) PaaS
7 33 (3.73%) SaaS
8 29 (3.28%) Serverless
9 25 (2.82%) Cloud Computing
10 22 (2.49%) Dynamics 365
11 20 (2.26%) Data Lake Analytics
12 19 (2.15%) Google Analytics
13 16 (1.81%) Office 365
14 14 (1.58%) GitHub
15 13 (1.47%) Azure Stack
16 9 (1.02%) IaaS
17 7 (0.79%) Adobe Analytics
17 7 (0.79%) Azure Machine Learning
18 6 (0.68%) Amazon S3
18 6 (0.68%) Logic Apps
Communications & Networking
1 8 (0.90%) Internet
2 6 (0.68%) Broadband
3 5 (0.56%) SNA
4 2 (0.23%) DNS
4 2 (0.23%) HTTP
4 2 (0.23%) HTTPS
4 2 (0.23%) LAN
4 2 (0.23%) SSL
4 2 (0.23%) TCP/IP
4 2 (0.23%) VPN
4 2 (0.23%) WAN
5 1 (0.11%) Wireless
Database & Business Intelligence
1 350 (39.55%) Power BI
2 232 (26.21%) Data Warehouse
3 228 (25.76%) SQL Server
4 154 (17.40%) SQL Server Integration Services
5 123 (13.90%) SQL Server Reporting Services
6 106 (11.98%) QlikView
7 104 (11.75%) SQL Server Analysis Services
8 99 (11.19%) Big Data
9 77 (8.70%) NoSQL
10 75 (8.47%) Relational Database
11 67 (7.57%) Data Lake
12 61 (6.89%) Azure SQL Database
13 52 (5.88%) PostgreSQL
14 49 (5.54%) Azure SQL Data Warehouse
15 48 (5.42%) Hadoop
16 44 (4.97%) Data Mining
17 42 (4.75%) Amazon Redshift
18 40 (4.52%) Microsoft Analysis Services
19 37 (4.18%) Cosmos DB
20 36 (4.07%) Looker
Development Applications
1 88 (9.94%) Git (software)
2 39 (4.41%) Visual Studio Team System
3 32 (3.62%) Jenkins
4 31 (3.50%) TeamCity
5 25 (2.82%) Octopus Deploy
6 22 (2.49%) Jasmine
7 20 (2.26%) Atlassian Bamboo
7 20 (2.26%) Visual Studio
8 16 (1.81%) gulp
9 15 (1.69%) Karma Test Runner
9 15 (1.69%) NUnit
10 11 (1.24%) Selenium
10 11 (1.24%) webpack
11 10 (1.13%) Babel
12 9 (1.02%) JIRA
13 7 (0.79%) Grunt
13 7 (0.79%) Protractor
14 6 (0.68%) Team Foundation Server
15 4 (0.45%) SQL Server Management Studio (SSMS)
15 4 (0.45%) Subversion
General
1 260 (29.38%) Finance
2 94 (10.62%) Marketing
3 35 (3.95%) Legal
4 27 (3.05%) Banking
5 24 (2.71%) Retail
6 22 (2.49%) Back Office
7 17 (1.92%) Advertising
7 17 (1.92%) Manufacturing
8 16 (1.81%) Law
9 13 (1.47%) Pharmaceutical
9 13 (1.47%) Public Sector
10 12 (1.36%) Games
11 10 (1.13%) Publishing
11 10 (1.13%) Telecoms
12 8 (0.90%) Automotive
13 5 (0.56%) Front Office
14 4 (0.45%) Financial Institution
14 4 (0.45%) iGaming
15 2 (0.23%) Billing
15 2 (0.23%) Spanish Language
Job Titles
1 241 (27.23%) Developer
2 207 (23.39%) Analyst
3 81 (9.15%) Business Intelligence Developer
3 81 (9.15%) Data Engineer
4 76 (8.59%) Data Analyst
5 72 (8.14%) Business Intelligence Analyst
6 71 (8.02%) Data Scientist
7 52 (5.88%) Architect
8 50 (5.65%) Consultant
9 44 (4.97%) Business Analyst
9 44 (4.97%) SQL Developer
10 41 (4.63%) Data Consultant
11 40 (4.52%) Senior Developer
12 35 (3.95%) Senior Analyst
12 35 (3.95%) Team Leader
13 34 (3.84%) Data Architect
14 32 (3.62%) Full Stack Developer
15 27 (3.05%) Data Manager
16 24 (2.71%) ETL Developer
16 24 (2.71%) Python Engineer
Libraries, Frameworks & Software Standards
1 103 (11.64%) CSS
2 98 (11.07%) HTML
3 81 (9.15%) D3.js
4 80 (9.04%) AngularJS
4 80 (9.04%) React
5 72 (8.14%) .NET
6 61 (6.89%) Node.js
7 50 (5.65%) Vue.js
8 46 (5.20%) Natural Language Processing
9 33 (3.73%) HTML5
10 30 (3.39%) Angular 2
11 27 (3.05%) RESTful
12 25 (2.82%) Jest
12 25 (2.82%) Redux
13 23 (2.60%) ASP.NET Web API
13 23 (2.60%) REST
13 23 (2.60%) Web Services
14 22 (2.49%) Django
14 22 (2.49%) Kafka
15 21 (2.37%) Highcharts JS
Miscellaneous
1 168 (18.98%) Analytical Skills
2 117 (13.22%) User Experience
3 71 (8.02%) Algorithms
4 61 (6.89%) Management Information System
5 40 (4.52%) Greenfield Project
6 32 (3.62%) Data Structures
7 26 (2.94%) Mobile App
8 22 (2.49%) Hedge funds
8 22 (2.49%) Self-Motivation
9 17 (1.92%) Augmented Reality
9 17 (1.92%) Linked Data
9 17 (1.92%) Semantic Web
10 15 (1.69%) Analytical Mindset
11 14 (1.58%) Reinsurance
12 11 (1.24%) Fixed Income
12 11 (1.24%) Life Science
13 9 (1.02%) Social Media
14 8 (0.90%) FMCG
14 8 (0.90%) Hybrid Cloud
14 8 (0.90%) Internet of Things
Operating Systems
1 43 (4.86%) Linux
2 17 (1.92%) Unix
3 13 (1.47%) Windows
4 6 (0.68%) Android
4 6 (0.68%) Apple iOS
4 6 (0.68%) Windows 10
5 1 (0.11%) Mac OS X
5 1 (0.11%) Oracle Linux
5 1 (0.11%) VMS
5 1 (0.11%) Windows Phone
Processes & Methodologies
1 885 (100.00%) Visualisation
2 433 (48.93%) Business Intelligence
3 396 (44.75%) Analytics
4 277 (31.30%) Agile Software Development
5 230 (25.99%) ETL
6 205 (23.16%) Data Science
7 165 (18.64%) Data Modelling
8 158 (17.85%) Machine Learning
9 151 (17.06%) Data Analysis
10 144 (16.27%) Data Analytics
11 135 (15.25%) Problem-Solving
12 99 (11.19%) Computer Science
13 87 (9.83%) Scrum
14 85 (9.60%) Requirements Gathering
14 85 (9.60%) Stakeholder Management
15 83 (9.38%) Artificial Intelligence
16 78 (8.81%) DevOps
17 77 (8.70%) Data Management
17 77 (8.70%) Mathematics
18 75 (8.47%) Dashboard Development
Programming Languages
1 503 (56.84%) SQL
2 328 (37.06%) Python
3 140 (15.82%) JavaScript
4 99 (11.19%) R
5 97 (10.96%) Java
6 81 (9.15%) T-SQL
7 72 (8.14%) C#
8 51 (5.76%) TypeScript
9 34 (3.84%) C
10 30 (3.39%) C++
11 28 (3.16%) Data Analysis Expressions (DAX)
12 26 (2.94%) Scala
13 24 (2.71%) PHP
14 23 (2.60%) Ruby
15 21 (2.37%) F#
15 21 (2.37%) VBA
16 20 (2.26%) PowerShell
16 20 (2.26%) U-SQL
17 17 (1.92%) Go
18 14 (1.58%) MATLAB
Qualifications
1 148 (16.72%) Degree
2 47 (5.31%) Computer Science Degree
3 27 (3.05%) PhD
4 12 (1.36%) Numerate Degree
5 11 (1.24%) Master's Degree
6 10 (1.13%) ISEB
7 9 (1.02%) Security Cleared
8 7 (0.79%) CBAP
8 7 (0.79%) IIBA
9 4 (0.45%) CTC Cleared
9 4 (0.45%) SC Cleared
10 2 (0.23%) HND
10 2 (0.23%) MCSA
10 2 (0.23%) MCSE
10 2 (0.23%) Microsoft Certification
11 1 (0.11%) Chartered Engineer
11 1 (0.11%) DV Cleared
11 1 (0.11%) Postgraduate
Quality Assurance & Compliance
1 54 (6.10%) Data Quality
2 26 (2.94%) QA
3 6 (0.68%) PMO
4 4 (0.45%) PMBOK
5 3 (0.34%) GDPR
6 2 (0.23%) Actionable Recommendations
7 1 (0.11%) Sarbanes-Oxley
7 1 (0.11%) SLA
System Software
1 29 (3.28%) Docker
2 6 (0.68%) Virtual Desktop
3 4 (0.45%) Firmware
4 1 (0.11%) HDFS
Systems Management
1 16 (1.81%) Kubernetes
2 7 (0.79%) Kibana
3 6 (0.68%) Terraform
4 5 (0.56%) Puppet
5 4 (0.45%) Ansible
5 4 (0.45%) Opscode Chef
6 3 (0.34%) Argo
6 3 (0.34%) Oozie
7 1 (0.11%) Single Sign-On
Vendors
1 379 (42.82%) Tableau
2 166 (18.76%) Microsoft
3 67 (7.57%) Google
4 50 (5.65%) Oracle
5 45 (5.08%) Databricks
6 33 (3.73%) Alteryx
7 30 (3.39%) Salesforce.com
8 20 (2.26%) Informatica
9 18 (2.03%) SAP
10 16 (1.81%) Cognos
11 14 (1.58%) Talend
12 10 (1.13%) Adobe
12 10 (1.13%) MicroStrategy
13 6 (0.68%) Siebel
14 5 (0.56%) IBM
14 5 (0.56%) ServiceNow
14 5 (0.56%) Splunk
14 5 (0.56%) TIBCO
15 4 (0.45%) Pardot
15 4 (0.45%) WorldPay