Visualization
UK

The following table provides summary statistics for permanent job vacancies 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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 93 141 110
Rank change year-on-year +48 -31 +33
Permanent jobs citing Visualisation 2,797 2,663 5,039
As % of all permanent jobs advertised in the UK 2.85% 2.54% 3.27%
As % of the Processes & Methodologies category 3.32% 2.66% 3.42%
Number of salaries quoted 1,355 1,544 2,202
10th Percentile £35,000 £35,500 £36,775
25th Percentile £42,500 £43,067 £45,750
Median annual salary (50th Percentile) £55,000 £58,757 £60,000
Median % change year-on-year -6.39% -2.07% +9.09%
75th Percentile £71,250 £77,500 £80,000
90th Percentile £84,050 £95,000 £97,500
UK excluding London median annual salary £50,000 £50,000 £51,000
% change year-on-year - -1.96% +2.00%

All Process and Methodology Skills
UK

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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Visualisation
Job Vacancy Trend

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

Job vacancy trend for Visualisation in the UK

Visualisation
Salary Trend

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

Salary trend for Visualisation in the UK

Visualisation
Salary Histogram

Salary distribution for jobs citing Visualisation over the 6 months to 27 April 2024.

Salary histogram for Visualisation in the UK

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 Visualisation within the UK over the 6 months to 27 April 2024. 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
UK excluding London +55 1,987 £50,000 - 332
England +3 1,791 £55,000 -8.33% 589
Scotland +104 937 £55,000 +34.64% 21
Work from Home +17 884 £57,000 -3.39% 275
London +27 740 £65,000 -3.70% 280
North of England +45 351 £46,374 -7.25% 88
North West +88 215 £50,000 +5.26% 50
South East -56 205 £55,000 - 81
Midlands -40 202 £45,249 +0.55% 58
South West +32 190 £47,500 -13.70% 34
West Midlands -38 143 £47,500 +11.76% 40
Yorkshire -9 90 £46,374 -15.68% 22
East of England -27 86 £57,500 - 40
East Midlands -3 55 £42,500 -5.56% 18
North East +5 46 £45,249 +1.31% 16
Wales -8 17 £47,500 +10.29% 10
Northern Ireland +30 3 £37,500 -31.82% 8

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
1 290 (10.37%) Apache Spark
2 100 (3.58%) Apache
3 59 (2.11%) SAS
4 45 (1.61%) Apache Airflow
5 34 (1.22%) FileNet
5 34 (1.22%) SharePoint
6 31 (1.11%) Confluence
7 13 (0.46%) Microsoft Exchange
8 12 (0.43%) WordPress
9 11 (0.39%) Tomcat
10 8 (0.29%) nginx
11 7 (0.25%) CMS
11 7 (0.25%) Jupyter
12 5 (0.18%) Oracle Application Server
13 3 (0.11%) ArcGIS
14 2 (0.072%) Drupal
14 2 (0.072%) Luigi
15 1 (0.036%) Apache Synapse
15 1 (0.036%) EPiServer
15 1 (0.036%) Kinematics
Applications
1 263 (9.40%) Microsoft Excel
2 45 (1.61%) Microsoft Office
3 32 (1.14%) UserZoom
4 31 (1.11%) Microsoft PowerPoint
5 20 (0.72%) Spreadsheet
6 19 (0.68%) Sketch
7 13 (0.46%) Adobe Creative Suite
8 11 (0.39%) MS Visio
8 11 (0.39%) SPSS
9 10 (0.36%) Photoshop
9 10 (0.36%) Trello
10 7 (0.25%) Adobe Illustrator
10 7 (0.25%) InDesign
11 6 (0.21%) Adobe XD
12 5 (0.18%) Adobe After Effects
13 4 (0.14%) Adobe Premiere
13 4 (0.14%) AutoCAD
13 4 (0.14%) CINEMA 4D
13 4 (0.14%) Simulink
14 2 (0.072%) Stata
Business Applications
1 17 (0.61%) Dynamics CRM
2 9 (0.32%) Elite 3E
3 2 (0.072%) MIS ActiveH
3 2 (0.072%) NEC Housing
3 2 (0.072%) NetSuite
3 2 (0.072%) SAP S/4HANA
4 1 (0.036%) Data Workbench
4 1 (0.036%) Dynamics NAV
4 1 (0.036%) Endur
4 1 (0.036%) Epicor Tropos
4 1 (0.036%) iTrent
4 1 (0.036%) Salesforce CRM
4 1 (0.036%) Shopify
4 1 (0.036%) Workday HCM
Cloud Services
1 823 (29.42%) Power Platform
2 740 (26.46%) AWS
3 481 (17.20%) Azure
4 213 (7.62%) GCP
5 120 (4.29%) Azure Data Factory
6 105 (3.75%) Serverless
7 94 (3.36%) Snowflake
8 91 (3.25%) Azure Synapse Analytics
9 77 (2.75%) AWS Lambda
10 70 (2.50%) Amazon EC2
11 69 (2.47%) Figma
12 68 (2.43%) Amazon S3
13 60 (2.15%) PowerApps
13 60 (2.15%) SaaS
14 58 (2.07%) Cloud Computing
15 57 (2.04%) Amazon ECS
15 57 (2.04%) Amazon SQS
16 56 (2.00%) Amazon EMR
16 56 (2.00%) dbt
17 55 (1.97%) GitHub
Communications & Networking
1 23 (0.82%) Network Security
2 13 (0.46%) Firewall
3 12 (0.43%) Internet
4 7 (0.25%) OpenVPN
5 6 (0.21%) Broadband
5 6 (0.21%) LAN
5 6 (0.21%) NAS
5 6 (0.21%) SAN
5 6 (0.21%) WAN
5 6 (0.21%) WPA
6 5 (0.18%) DNS
6 5 (0.18%) Unified Communications
7 4 (0.14%) Wireless
8 3 (0.11%) VPN
9 2 (0.072%) HTTP
9 2 (0.072%) Modbus
9 2 (0.072%) RS-485
9 2 (0.072%) SSL
10 1 (0.036%) Anycast
10 1 (0.036%) Radio Access Network
Database & Business Intelligence
1 817 (29.21%) Power BI
2 559 (19.99%) Tableau
3 336 (12.01%) NoSQL
4 330 (11.80%) Data Warehouse
5 248 (8.87%) Big Data
6 200 (7.15%) Hadoop
7 171 (6.11%) SQL Server
8 163 (5.83%) Data Lake
9 137 (4.90%) BigQuery
10 110 (3.93%) Data Mining
11 107 (3.83%) Relational Database
12 105 (3.75%) Apache Hive
13 102 (3.65%) SQL Server Integration Services
14 94 (3.36%) Looker
15 87 (3.11%) SQL Server Reporting Services
16 86 (3.07%) HBase
17 82 (2.93%) Qlik Sense
18 72 (2.57%) Power Query
19 69 (2.47%) Elasticsearch
20 53 (1.89%) Electronic Patient Records
Development Applications
1 296 (10.58%) Git
2 167 (5.97%) Jenkins
3 94 (3.36%) JIRA
3 94 (3.36%) JUnit
4 86 (3.07%) Bitbucket Server
5 30 (1.07%) Cypress.io
6 29 (1.04%) Android Studio
7 28 (1.00%) SQL Server Management Studio (SSMS)
8 21 (0.75%) GitLab
8 21 (0.75%) Jasmine
8 21 (0.75%) Karma Test Runner
8 21 (0.75%) Protractor
8 21 (0.75%) Selenium
8 21 (0.75%) WebDriver
9 20 (0.72%) Maven
10 17 (0.61%) Visual Studio
11 14 (0.50%) Bitbucket
12 11 (0.39%) Postman
13 9 (0.32%) Gradle
13 9 (0.32%) RStudio
General
1 1,291 (46.16%) Finance
2 1,011 (36.15%) Inclusion and Diversity
3 946 (33.82%) Law
4 798 (28.53%) Social Skills
5 663 (23.70%) Analytical Skills
6 570 (20.38%) Legal
7 383 (13.69%) Marketing
8 228 (8.15%) Banking
9 222 (7.94%) Retail
10 191 (6.83%) Presentation Skills
11 121 (4.33%) Investment Banking
12 75 (2.68%) Public Sector
13 52 (1.86%) Manufacturing
14 44 (1.57%) Games
15 40 (1.43%) Influencing Skills
16 38 (1.36%) Private Banking
17 32 (1.14%) Local Government
17 32 (1.14%) Organisational Skills
18 18 (0.64%) Publishing
19 16 (0.57%) Automotive
Job Titles
1 827 (29.57%) Software Engineer
2 636 (22.74%) Analyst
3 438 (15.66%) Senior
4 368 (13.16%) Developer
5 298 (10.65%) Data Analyst
6 292 (10.44%) Java Engineer
6 292 (10.44%) Java Software Engineer
7 267 (9.55%) Data Engineer
8 205 (7.33%) Lead
9 202 (7.22%) AWS Engineer
10 196 (7.01%) AWS Software Engineer
11 162 (5.79%) Senior Analyst
12 137 (4.90%) Python Engineer
13 135 (4.83%) Business Intelligence Developer
14 133 (4.76%) Big Data Engineer
14 133 (4.76%) Big Data Software Engineer
15 130 (4.65%) Full Stack Engineer
16 127 (4.54%) Full Stack Software Engineer
17 122 (4.36%) Python Software Engineer
18 107 (3.83%) Architect
Libraries, Frameworks & Software Standards
1 277 (9.90%) React
2 237 (8.47%) Spring
3 199 (7.11%) HTML
4 179 (6.40%) AngularJS
5 178 (6.36%) CSS
6 160 (5.72%) Kafka
7 144 (5.15%) Node.js
8 118 (4.22%) J2EE
9 113 (4.04%) JMS
10 111 (3.97%) JSON
11 110 (3.93%) Twitter Bootstrap
12 98 (3.50%) jQuery
13 88 (3.15%) Hibernate
14 80 (2.86%) Web Services
15 76 (2.72%) PySpark
16 73 (2.61%) Spring Boot
17 71 (2.54%) XML
18 69 (2.47%) TensorFlow
19 67 (2.40%) Pandas
20 55 (1.97%) REST
Miscellaneous
1 908 (32.46%) Algorithms
2 230 (8.22%) Onboarding
3 185 (6.61%) Cloud Native
4 134 (4.79%) Data Structures
5 130 (4.65%) Management Information System
6 45 (1.61%) Product Ownership
7 43 (1.54%) Legacy Code
8 33 (1.18%) Legacy Systems
9 30 (1.07%) Self-Motivation
10 28 (1.00%) Reinsurance
11 27 (0.97%) Analytical Mindset
11 27 (0.97%) IoT
11 27 (0.97%) Virtual Reality
12 23 (0.82%) Public Cloud
13 22 (0.79%) Market Risk
14 18 (0.64%) Augmented Reality
15 17 (0.61%) NHS
15 17 (0.61%) Reference Data
16 16 (0.57%) Animation
16 16 (0.57%) Enterprise Software
Operating Systems
1 112 (4.00%) Unix
2 88 (3.15%) Linux
3 32 (1.14%) Android
4 28 (1.00%) Windows
5 16 (0.57%) Windows Server
6 7 (0.25%) CentOS
7 3 (0.11%) Apple iOS
8 2 (0.072%) Ubuntu
8 2 (0.072%) Windows 10
8 2 (0.072%) Windows Server 2012
8 2 (0.072%) Windows Server 2016
8 2 (0.072%) Windows Vista
9 1 (0.036%) Mac OS
9 1 (0.036%) Solaris
9 1 (0.036%) VMS
9 1 (0.036%) Windows Server 2019
Processes & Methodologies
1 1,411 (50.45%) Agile
2 1,144 (40.90%) Data Visualisation
3 1,052 (37.61%) Analytics
4 983 (35.14%) Machine Learning
5 944 (33.75%) Software Engineering
6 941 (33.64%) Continuous Improvement
7 929 (33.21%) Business Intelligence
8 884 (31.61%) Artificial Intelligence
9 874 (31.25%) CI/CD
10 807 (28.85%) SDLC
11 702 (25.10%) Community of Practice
12 688 (24.60%) Operational Stability
13 594 (21.24%) Data Analysis
14 577 (20.63%) Problem-Solving
15 522 (18.66%) Risk Management
16 492 (17.59%) ETL
17 461 (16.48%) Decision-Making
18 442 (15.80%) Data Modelling
19 406 (14.52%) Actionable Insight
20 404 (14.44%) Data Science
Programming Languages
1 1,511 (54.02%) SQL
2 1,014 (36.25%) Python
3 630 (22.52%) Java
4 250 (8.94%) JavaScript
5 157 (5.61%) R
6 138 (4.93%) PL/SQL
7 130 (4.65%) T-SQL
7 130 (4.65%) TypeScript
8 128 (4.58%) Data Analysis Expressions
9 119 (4.25%) C#
10 64 (2.29%) Scala
11 42 (1.50%) MATLAB
12 40 (1.43%) VBA
13 34 (1.22%) Go
14 31 (1.11%) Kotlin
15 29 (1.04%) PowerShell
16 18 (0.64%) Shell Script
17 17 (0.61%) C
18 16 (0.57%) C++
19 12 (0.43%) VB
Qualifications
1 590 (21.09%) Degree
2 157 (5.61%) Master's Degree
3 155 (5.54%) DBS Check
4 80 (2.86%) Computer Science Degree
5 78 (2.79%) Security Cleared
6 38 (1.36%) Microsoft Certification
7 37 (1.32%) BPSS Clearance
8 33 (1.18%) SC Cleared
9 31 (1.11%) PhD
10 30 (1.07%) MBA
11 22 (0.79%) DV Cleared
12 19 (0.68%) Azure Certification
13 18 (0.64%) Numerate Degree
14 10 (0.36%) PMI Certification
15 6 (0.21%) IIBA
15 6 (0.21%) ITIL Certification
15 6 (0.21%) OCP
15 6 (0.21%) Oracle Certification
16 5 (0.18%) ACCA
17 4 (0.14%) MCP
Quality Assurance & Compliance
1 168 (6.01%) Data Quality
2 93 (3.32%) QA
3 80 (2.86%) Accessibility
4 72 (2.57%) Actionable Recommendations
5 55 (1.97%) GDPR
6 15 (0.54%) California Consumer Privacy Act
7 8 (0.29%) PMO
8 3 (0.11%) HIPAA
9 2 (0.072%) ISO 9001
9 2 (0.072%) SLA
10 1 (0.036%) IFRS
10 1 (0.036%) NEBOSH
10 1 (0.036%) Sarbanes-Oxley
10 1 (0.036%) WCAG
System Software
1 87 (3.11%) HDFS
2 79 (2.82%) Docker
3 14 (0.50%) Active Directory
4 10 (0.36%) VMware Infrastructure
5 6 (0.21%) Firmware
6 4 (0.14%) Virtual Desktop
6 4 (0.14%) Virtual Machines
6 4 (0.14%) vSphere
7 3 (0.11%) NFS
8 2 (0.072%) Hyper-V
8 2 (0.072%) IAG
8 2 (0.072%) Slurm Workload Manager
8 2 (0.072%) Virtual Servers
9 1 (0.036%) Apache ZooKeeper
9 1 (0.036%) Microsoft Virtual Server
9 1 (0.036%) VMware ESXi
Systems Management
1 159 (5.68%) Terraform
2 123 (4.40%) Kubernetes
3 53 (1.89%) Grafana
4 20 (0.72%) Prometheus
5 15 (0.54%) Ansible
6 8 (0.29%) Nmap
7 5 (0.18%) Kibana
7 5 (0.18%) Puppet
8 2 (0.072%) Nagios
8 2 (0.072%) Progress Chef
8 2 (0.072%) vCenter Server
9 1 (0.036%) Microsoft Intune
9 1 (0.036%) Packer
9 1 (0.036%) SCCM
9 1 (0.036%) Thomson Reuters DACS
Vendors
1 398 (14.23%) Microsoft
2 396 (14.16%) Databricks
3 205 (7.33%) Oracle
4 175 (6.26%) Google
5 98 (3.50%) Informatica
6 75 (2.68%) Alteryx
7 57 (2.04%) Cloudera
8 55 (1.97%) Splunk
9 45 (1.61%) Dynatrace
10 39 (1.39%) SAP
11 32 (1.14%) Qualtrics
12 28 (1.00%) Adobe
13 23 (0.82%) ServiceNow
13 23 (0.82%) YouTube
14 19 (0.68%) Salesforce
15 16 (0.57%) Facebook
16 14 (0.50%) Mapbox
17 13 (0.46%) Dataiku
18 11 (0.39%) Teradata
19 10 (0.36%) VMware