Period
to 12 June 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 12 June 2021 with a comparison to the same period in the previous 2 years.

Visualization
UK > England
6 months to
12 Jun 2021
Same period 2020 Same period 2019
Rank 131 164 194
Rank change year-on-year +33 +30 +32
Permanent jobs citing Visualisation 2,311 1,719 2,512
As % of all permanent jobs advertised in England 2.60% 2.21% 1.89%
As % of the Processes & Methodologies category 2.79% 2.39% 2.05%
Number of salaries quoted 1,460 1,244 1,995
10th Percentile £32,500 £36,250 £31,450
25th Percentile £40,000 £43,688 £41,250
Median annual salary (50th Percentile) £55,000 £57,500 £51,500
Median % change year-on-year -4.35% +11.65% -1.90%
75th Percentile £72,688 £76,250 £70,000
90th Percentile £86,375 £88,675 £83,750
UK median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -4.76%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 82,960 71,887 122,803
As % of all permanent IT jobs advertised in England 93.27% 92.43% 92.32%
Number of salaries quoted 59,263 58,244 98,170
10th Percentile £32,500 £31,750 £30,000
25th Percentile £42,295 £41,250 £38,000
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £75,000 £71,250
90th Percentile £92,500 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Visualisation
Job Vacancy Trend in England

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

Job vacancy trend for Visualisation in England

Visualisation
Salary Trend in England

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

Salary trend for Visualisation in England

Visualisation
Salary Histogram in England

Salary distribution for jobs citing Visualisation in England over the 6 months to 12 June 2021.

Salary histogram for Visualisation in England

Visualisation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the England region over the 6 months to 12 June 2021. 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
London +12 1,272 £62,500 -3.85% 148
South East -14 270 £50,000 - 30
North of England +42 257 £44,000 +2.33% 29
Midlands +28 190 £45,000 -10.00% 32
South West -38 146 £45,000 - 21
East of England +33 137 £60,000 +9.09% 29
Yorkshire +30 122 £45,000 -3.23% 9
North West +27 118 £40,000 -13.04% 18
West Midlands +10 117 £52,000 +1.96% 19
East Midlands +19 72 £39,000 +19.08% 13
North East -17 17 £45,000 +20.00% 2
Visualisation
UK

For the 6 months to 12 June 2021, IT jobs citing 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 across the England region with a requirement for Visualisation.

1 1,293 (55.95%) Data Visualisation
2 1,145 (49.55%) SQL
3 1,012 (43.79%) Business Intelligence
4 974 (42.15%) Analytics
5 830 (35.92%) Power Platform
6 828 (35.83%) Power BI
7 743 (32.15%) Python
8 686 (29.68%) Agile Software Development
9 669 (28.95%) Tableau
10 628 (27.17%) Social Skills
11 559 (24.19%) Analytical Skills
12 550 (23.80%) Finance
13 510 (22.07%) Azure
14 485 (20.99%) Data Warehouse
15 453 (19.60%) JavaScript
16 447 (19.34%) AWS
17 443 (19.17%) SQL Server
18 428 (18.52%) ETL
18 428 (18.52%) Degree
19 427 (18.48%) Data Science
20 411 (17.78%) Data Modelling
21 392 (16.96%) User Experience
22 385 (16.66%) Data Analysis
23 380 (16.44%) Problem-Solving
24 353 (15.27%) Machine Learning
25 346 (14.97%) Microsoft
26 333 (14.41%) React
27 300 (12.98%) Microsoft Excel
28 273 (11.81%) R
29 266 (11.51%) TypeScript

Visualisation
Co-occurring IT Skills in England 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
1 148 (6.40%) Apache Spark
2 71 (3.07%) Apache
3 57 (2.47%) Elasticsearch
4 52 (2.25%) SharePoint
5 46 (1.99%) SAS
6 30 (1.30%) Apache Airflow
7 20 (0.87%) Tomcat
8 15 (0.65%) CMS
9 14 (0.61%) Jupyter
10 13 (0.56%) Apache Pig
10 13 (0.56%) Oracle Workflow
11 12 (0.52%) Confluence
12 11 (0.48%) WordPress
13 9 (0.39%) IBM Domino
14 8 (0.35%) ArcGIS
15 7 (0.30%) Apache Synapse
16 5 (0.22%) GlassFish
16 5 (0.22%) Luigi
16 5 (0.22%) nginx
16 5 (0.22%) WebLogic
Applications
1 300 (12.98%) Microsoft Excel
2 65 (2.81%) Microsoft Office
3 52 (2.25%) Microsoft PowerPoint
4 31 (1.34%) Spreadsheet
5 29 (1.25%) MS Visio
5 29 (1.25%) Sketch
6 25 (1.08%) SPSS
7 19 (0.82%) Figma
8 18 (0.78%) InVision
9 16 (0.69%) Microsoft Project
10 15 (0.65%) Adobe XD
11 14 (0.61%) Photoshop
12 11 (0.48%) Adobe After Effects
13 10 (0.43%) Marvel
14 8 (0.35%) Adobe Illustrator
14 8 (0.35%) Adobe Premiere
15 6 (0.26%) Adobe Creative Suite
15 6 (0.26%) Gephi
16 4 (0.17%) Blender
16 4 (0.17%) Chatbot
Business Applications
1 12 (0.52%) FastStats
1 12 (0.52%) Shopify
2 11 (0.48%) Magento
3 10 (0.43%) Primavera
3 10 (0.43%) Sage 1000
4 6 (0.26%) Eloqua
5 5 (0.22%) Sentinel
6 3 (0.13%) Dynamics AX
6 3 (0.13%) Dynamics CRM
6 3 (0.13%) NetSuite
6 3 (0.13%) Sage 200
7 2 (0.087%) Cognos Business Intelligence
7 2 (0.087%) Cognos TM1
7 2 (0.087%) Distributed Ledger
7 2 (0.087%) Oracle EBS
7 2 (0.087%) Sage 50
7 2 (0.087%) SAP HCM
7 2 (0.087%) SAP Hybris
8 1 (0.043%) Salesforce.com CRM
8 1 (0.043%) Sparx Enterprise Architect
Cloud Services
1 830 (35.92%) Power Platform
2 510 (22.07%) Azure
3 447 (19.34%) AWS
4 233 (10.08%) GCP
5 121 (5.24%) Azure Data Factory
6 87 (3.76%) SaaS
7 83 (3.59%) Snowflake
8 69 (2.99%) GitHub
9 62 (2.68%) Serverless
10 59 (2.55%) Azure Synapse Analytics
11 56 (2.42%) PaaS
12 53 (2.29%) Google Analytics
13 43 (1.86%) npm
14 39 (1.69%) AWS Lambda
15 37 (1.60%) Amazon S3
15 37 (1.60%) Microsoft 365
16 33 (1.43%) IaaS
17 28 (1.21%) AWS CloudFormation
18 24 (1.04%) Azure Service Bus
19 23 (1.00%) Google Data Studio
Communications & Networking
1 41 (1.77%) Internet
2 20 (0.87%) HTTP
3 19 (0.82%) VPN
4 13 (0.56%) Broadband
4 13 (0.56%) DNS
4 13 (0.56%) FTP
4 13 (0.56%) IPsec
5 11 (0.48%) Firewall
6 9 (0.39%) SSL
7 7 (0.30%) Intranet
7 7 (0.30%) MPLS
8 6 (0.26%) Ethernet
8 6 (0.26%) Intrusion Detection
9 5 (0.22%) GSM
9 5 (0.22%) TCP/IP
10 4 (0.17%) HTTPS
11 3 (0.13%) DHCP
11 3 (0.13%) Unified Communications
11 3 (0.13%) VLAN
11 3 (0.13%) VoIP
Database & Business Intelligence
1 828 (35.83%) Power BI
2 669 (28.95%) Tableau
3 485 (20.99%) Data Warehouse
4 443 (19.17%) SQL Server
5 261 (11.29%) SQL Server Integration Services
6 251 (10.86%) Big Data
7 222 (9.61%) SQL Server Reporting Services
8 183 (7.92%) SQL Server Analysis Services
9 169 (7.31%) Relational Database
10 136 (5.88%) Hadoop
11 130 (5.63%) NoSQL
12 127 (5.50%) Data Mining
13 120 (5.19%) Data Lake
14 115 (4.98%) QlikView
15 99 (4.28%) PostgreSQL
16 98 (4.24%) MySQL
17 93 (4.02%) Amazon Redshift
18 89 (3.85%) Microsoft Analysis Services
19 86 (3.72%) BigQuery
20 72 (3.12%) Looker
Development Applications
1 196 (8.48%) Git (software)
2 103 (4.46%) JIRA
3 58 (2.51%) Visual Studio
3 58 (2.51%) webpack
4 37 (1.60%) MSI
4 37 (1.60%) WiX
5 30 (1.30%) Jenkins
6 29 (1.25%) GitLab
7 26 (1.13%) Cypress.io
8 25 (1.08%) Babel
9 15 (0.65%) Bitbucket
9 15 (0.65%) Team Foundation Server
10 13 (0.56%) SQL Server Management Studio (SSMS)
11 11 (0.48%) Axure RP
12 10 (0.43%) Mercurial
13 7 (0.30%) Maven
14 6 (0.26%) git-flow
14 6 (0.26%) Sinon.JS
14 6 (0.26%) Storybook
14 6 (0.26%) Vagrant
General
1 628 (27.17%) Social Skills
2 559 (24.19%) Analytical Skills
3 550 (23.80%) Finance
4 261 (11.29%) Marketing
5 137 (5.93%) Games
6 117 (5.06%) Presentation Skills
7 99 (4.28%) Retail
8 84 (3.63%) Law
9 71 (3.07%) Banking
10 68 (2.94%) Pharmaceutical
11 56 (2.42%) Influencing Skills
12 53 (2.29%) Advertising
13 51 (2.21%) Manufacturing
14 46 (1.99%) Public Sector
15 44 (1.90%) Financial Institution
16 42 (1.82%) Publishing
17 39 (1.69%) Organisational Skills
18 36 (1.56%) Legal
19 35 (1.51%) Telecoms
20 26 (1.13%) Front Office
Job Titles
1 564 (24.41%) Developer
2 557 (24.10%) Analyst
3 267 (11.55%) Data Analyst
4 249 (10.77%) Data Engineer
5 149 (6.45%) Business Intelligence Developer
6 132 (5.71%) Business Intelligence Analyst
7 124 (5.37%) Data Scientist
8 123 (5.32%) Architect
9 117 (5.06%) Front End Developer (Client-Side Developer)
10 112 (4.85%) Senior Developer
11 98 (4.24%) Consultant
12 83 (3.59%) React Developer
13 82 (3.55%) Data Architect
14 81 (3.50%) Senior Analyst
15 77 (3.33%) Insight Analyst
16 75 (3.25%) Full Stack Developer
17 72 (3.12%) Power BI Analyst
18 68 (2.94%) Power BI Developer
19 62 (2.68%) Software Engineer
20 58 (2.51%) SQL Analyst
Libraries, Frameworks & Software Standards
1 333 (14.41%) React
2 255 (11.03%) CSS
3 233 (10.08%) HTML
4 204 (8.83%) REST
5 182 (7.88%) Node.js
6 150 (6.49%) AngularJS
7 143 (6.19%) .NET
8 138 (5.97%) Vue.js
9 126 (5.45%) D3.js
10 88 (3.81%) Redux
11 77 (3.33%) RESTful
12 74 (3.20%) Kafka
13 71 (3.07%) GraphQL
14 68 (2.94%) Web Services
15 65 (2.81%) HTML5
16 59 (2.55%) ASP.NET
17 57 (2.47%) SVG
18 50 (2.16%) ASP.NET Web API
19 49 (2.12%) React Native
20 48 (2.08%) HTML5 Canvas
Miscellaneous
1 392 (16.96%) User Experience
2 109 (4.72%) Self-Motivation
3 103 (4.46%) Algorithms
4 98 (4.24%) Data Structures
5 92 (3.98%) Management Information System
6 78 (3.38%) Greenfield Project
7 58 (2.51%) Life Science
8 51 (2.21%) Virtual Team
9 50 (2.16%) Mobile App
10 41 (1.77%) Client/Server
11 40 (1.73%) Hedge funds
12 38 (1.64%) Equities
13 37 (1.60%) Web 2.0
14 34 (1.47%) Enterprise Software
15 33 (1.43%) Digital Media
15 33 (1.43%) Social Media
16 31 (1.34%) Analytical Mindset
17 28 (1.21%) Renewable Energy
18 23 (1.00%) Reference Data
19 22 (0.95%) Derivative
Operating Systems
1 97 (4.20%) Linux
2 70 (3.03%) Windows
3 47 (2.03%) Android
4 46 (1.99%) Apple iOS
5 39 (1.69%) Unix
6 7 (0.30%) Windows Server
7 5 (0.22%) Windows 10
8 3 (0.13%) Windows Server 2012
8 3 (0.13%) Windows Server 2019
9 1 (0.043%) CentOS
9 1 (0.043%) Debian
9 1 (0.043%) Mac OS X
9 1 (0.043%) Red Hat Enterprise Linux
9 1 (0.043%) Ubuntu
Processes & Methodologies
1 1,293 (55.95%) Data Visualisation
2 1,012 (43.79%) Business Intelligence
3 974 (42.15%) Analytics
4 686 (29.68%) Agile Software Development
5 428 (18.52%) ETL
6 427 (18.48%) Data Science
7 411 (17.78%) Data Modelling
8 385 (16.66%) Data Analysis
9 380 (16.44%) Problem-Solving
10 353 (15.27%) Machine Learning
11 261 (11.29%) Data Analytics
12 245 (10.60%) Artificial Intelligence
13 243 (10.51%) Computer Science
14 231 (10.00%) Decision-Making
15 230 (9.95%) DevOps
16 225 (9.74%) Mathematics
17 216 (9.35%) Data Management
18 202 (8.74%) Front End Development
19 196 (8.48%) Software Engineering
20 195 (8.44%) Data Engineering
Programming Languages
1 1,145 (49.55%) SQL
2 743 (32.15%) Python
3 453 (19.60%) JavaScript
4 273 (11.81%) R
5 266 (11.51%) TypeScript
6 192 (8.31%) C#
7 163 (7.05%) T-SQL
8 145 (6.27%) Java
9 75 (3.25%) C++
10 72 (3.12%) C
11 69 (2.99%) Scala
12 61 (2.64%) Data Analysis Expressions (DAX)
13 51 (2.21%) PHP
14 50 (2.16%) VBA
15 35 (1.51%) ES6
15 35 (1.51%) PowerShell
16 31 (1.34%) Go
17 30 (1.30%) Ruby
18 22 (0.95%) VB
19 18 (0.78%) Bash Shell
Qualifications
1 428 (18.52%) Degree
2 103 (4.46%) Security Cleared
3 60 (2.60%) SC Cleared
4 59 (2.55%) Master's Degree
5 56 (2.42%) Computer Science Degree
6 52 (2.25%) PhD
7 36 (1.56%) DV Cleared
8 26 (1.13%) Microsoft Certification
9 21 (0.91%) Numerate Degree
10 13 (0.56%) PMI Certification
11 11 (0.48%) MCSE
11 11 (0.48%) Tableau Certification
12 10 (0.43%) APMP
13 9 (0.39%) CISSP
14 8 (0.35%) CCNA
14 8 (0.35%) Cisco Certification
15 6 (0.26%) CEH
15 6 (0.26%) GIAC
15 6 (0.26%) Postgraduate
15 6 (0.26%) SSCP
Quality Assurance & Compliance
1 170 (7.36%) Data Quality
2 79 (3.42%) QA
3 50 (2.16%) GDPR
4 47 (2.03%) Accessibility
5 16 (0.69%) Actionable Recommendations
6 8 (0.35%) GRC
7 5 (0.22%) HAZOP
7 5 (0.22%) IEC 61508
7 5 (0.22%) ISO 26262
7 5 (0.22%) NIST
8 4 (0.17%) Good Clinical Practice
8 4 (0.17%) GxP
8 4 (0.17%) ISO/IEC 27001
8 4 (0.17%) NIST 800
9 3 (0.13%) COSO
9 3 (0.13%) SLA
10 2 (0.087%) AIFMD
10 2 (0.087%) PMO
11 1 (0.043%) COBIT
11 1 (0.043%) WCAG
System Software
1 147 (6.36%) Docker
2 14 (0.61%) Active Directory
3 10 (0.43%) Apache Flume
4 9 (0.39%) VMware Infrastructure
5 7 (0.30%) HDFS
6 4 (0.17%) VirtualBox
6 4 (0.17%) XenApp
7 3 (0.13%) Hyper-V
7 3 (0.13%) vSphere
8 2 (0.087%) Firmware
8 2 (0.087%) Microsoft App-V
8 2 (0.087%) Virtual Machines
8 2 (0.087%) XenDesktop
9 1 (0.043%) Apache ZooKeeper
9 1 (0.043%) KVM
Systems Management
1 142 (6.14%) Kubernetes
2 64 (2.77%) Ansible
3 50 (2.16%) Terraform
4 26 (1.13%) Opscode Chef
5 18 (0.78%) Kibana
6 16 (0.69%) Grafana
7 13 (0.56%) Docker Swarm
8 8 (0.35%) Graphite
8 8 (0.35%) logstash
8 8 (0.35%) ZABBIX
9 6 (0.26%) Oozie
9 6 (0.26%) Prometheus
10 5 (0.22%) Hadoop YARN
11 4 (0.17%) Ambari
11 4 (0.17%) Rancher
11 4 (0.17%) RSA Archer
11 4 (0.17%) Single Sign-On
12 3 (0.13%) Microsoft Intune
12 3 (0.13%) Puppet
13 2 (0.087%) SCCM
Vendors
1 346 (14.97%) Microsoft
2 227 (9.82%) Google
3 131 (5.67%) Oracle
4 102 (4.41%) Databricks
5 83 (3.59%) Alteryx
6 73 (3.16%) Salesforce.com
7 70 (3.03%) Adobe
8 65 (2.81%) SAP
9 30 (1.30%) IBM
10 29 (1.25%) Informatica
11 26 (1.13%) Splunk
12 24 (1.04%) Talend
13 21 (0.91%) Cloudera
13 21 (0.91%) Cognos
14 19 (0.82%) Autodesk
15 17 (0.74%) Dell
16 15 (0.65%) Salesforce Marketing Cloud
17 14 (0.61%) Yahoo!
18 13 (0.56%) Hortonworks
19 12 (0.52%) Teradata