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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 93 141 108
Rank change year-on-year +48 -33 +32
Permanent jobs citing Visualisation 2,829 2,574 5,216
As % of all permanent jobs advertised in the UK 2.85% 2.54% 3.32%
As % of the Processes & Methodologies category 3.34% 2.66% 3.47%
Number of salaries quoted 1,340 1,488 2,155
10th Percentile £35,000 £35,500 £36,750
25th Percentile £42,500 £43,153 £45,000
Median annual salary (50th Percentile) £55,000 £59,999 £60,000
Median % change year-on-year -8.33% 0.00% +9.09%
75th Percentile £71,250 £77,500 £80,000
90th Percentile £84,325 £96,250 £97,500
UK excluding London median annual salary £50,000 £50,000 £50,000

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 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,550
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 9 May 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 9 May 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 +57 1,989 £50,000 - 325
England +1 1,817 £55,000 -8.33% 611
Scotland +101 943 £55,000 +34.64% 21
Work from Home +13 905 £55,000 -8.33% 297
London +29 767 £65,000 -5.11% 307
North of England +35 344 £45,249 -9.50% 79
North West +79 214 £50,000 +2.56% 47
Midlands -26 206 £45,874 +1.94% 58
South East -75 205 £52,750 -4.81% 84
South West +18 191 £47,500 -13.70% 42
West Midlands -37 144 £50,000 +11.11% 39
East of England -18 85 £57,500 - 36
Yorkshire -12 84 £45,249 -17.73% 24
East Midlands -2 58 £42,500 -5.56% 19
North East +2 46 £45,249 +1.31% 8
Wales -14 17 £47,264 +9.75% 5
Northern Ireland +26 2 £46,900 -14.73% 9

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
1 278 (9.83%) Apache Spark
2 92 (3.25%) Apache
3 58 (2.05%) SAS
4 45 (1.59%) Apache Airflow
5 37 (1.31%) SharePoint
6 35 (1.24%) FileNet
7 31 (1.10%) Confluence
8 13 (0.46%) Microsoft Exchange
9 12 (0.42%) WordPress
10 11 (0.39%) Tomcat
11 9 (0.32%) Jupyter
12 8 (0.28%) nginx
13 7 (0.25%) CMS
14 5 (0.18%) Oracle Application Server
15 3 (0.11%) ArcGIS
16 2 (0.071%) Drupal
16 2 (0.071%) Luigi
17 1 (0.035%) Apache Synapse
17 1 (0.035%) EPiServer
17 1 (0.035%) Kinematics
Applications
1 268 (9.47%) Microsoft Excel
2 46 (1.63%) Microsoft Office
3 33 (1.17%) Microsoft PowerPoint
4 32 (1.13%) UserZoom
5 20 (0.71%) Spreadsheet
6 19 (0.67%) Sketch
7 13 (0.46%) Adobe Creative Suite
8 12 (0.42%) MS Visio
9 11 (0.39%) SPSS
10 10 (0.35%) Photoshop
10 10 (0.35%) Trello
11 7 (0.25%) Adobe Illustrator
11 7 (0.25%) InDesign
12 6 (0.21%) Adobe XD
13 5 (0.18%) Adobe After Effects
14 4 (0.14%) Adobe Premiere
14 4 (0.14%) AutoCAD
14 4 (0.14%) CINEMA 4D
14 4 (0.14%) Simulink
15 2 (0.071%) Stata
Business Applications
1 17 (0.60%) Dynamics CRM
2 9 (0.32%) Elite 3E
3 2 (0.071%) MIS ActiveH
3 2 (0.071%) NEC Housing
3 2 (0.071%) NetSuite
3 2 (0.071%) SAP S/4HANA
4 1 (0.035%) Data Workbench
4 1 (0.035%) Dynamics NAV
4 1 (0.035%) Endur
4 1 (0.035%) Epicor Tropos
4 1 (0.035%) iTrent
4 1 (0.035%) Salesforce CRM
4 1 (0.035%) SAP ERP
4 1 (0.035%) Shopify
4 1 (0.035%) Workday HCM
Cloud Services
1 815 (28.81%) Power Platform
2 768 (27.15%) AWS
3 483 (17.07%) Azure
4 205 (7.25%) GCP
5 124 (4.38%) Azure Data Factory
6 104 (3.68%) Serverless
7 96 (3.39%) Azure Synapse Analytics
8 95 (3.36%) Snowflake
9 77 (2.72%) AWS Lambda
10 73 (2.58%) Amazon S3
11 72 (2.55%) Amazon EC2
12 70 (2.47%) Figma
13 59 (2.09%) Cloud Computing
13 59 (2.09%) SaaS
14 57 (2.01%) Amazon ECS
14 57 (2.01%) Amazon SQS
14 57 (2.01%) PowerApps
15 56 (1.98%) Amazon EMR
15 56 (1.98%) dbt
16 54 (1.91%) Azure DevOps
Communications & Networking
1 23 (0.81%) Network Security
2 14 (0.49%) Firewall
3 12 (0.42%) Internet
4 7 (0.25%) LAN
4 7 (0.25%) OpenVPN
4 7 (0.25%) WAN
5 6 (0.21%) Broadband
5 6 (0.21%) NAS
5 6 (0.21%) SAN
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 (0.071%) HTTP
9 2 (0.071%) Modbus
9 2 (0.071%) RS-485
9 2 (0.071%) SSL
10 1 (0.035%) Anycast
10 1 (0.035%) Radio Access Network
Database & Business Intelligence
1 809 (28.60%) Power BI
2 598 (21.14%) Tableau
3 343 (12.12%) Data Warehouse
4 330 (11.66%) NoSQL
5 243 (8.59%) Big Data
6 196 (6.93%) Hadoop
7 172 (6.08%) SQL Server
8 163 (5.76%) Data Lake
9 128 (4.52%) BigQuery
10 107 (3.78%) Data Mining
11 104 (3.68%) Apache Hive
12 100 (3.53%) Relational Database
13 99 (3.50%) SQL Server Integration Services
14 89 (3.15%) Looker
15 86 (3.04%) HBase
16 85 (3.00%) Qlik Sense
17 84 (2.97%) SQL Server Reporting Services
18 72 (2.55%) Power Query
19 68 (2.40%) Elasticsearch
20 54 (1.91%) QlikView
Development Applications
1 335 (11.84%) Git
2 159 (5.62%) Jenkins
3 95 (3.36%) JIRA
3 95 (3.36%) JUnit
4 86 (3.04%) Bitbucket Server
5 31 (1.10%) Cypress.io
6 30 (1.06%) Android Studio
7 28 (0.99%) SQL Server Management Studio (SSMS)
8 21 (0.74%) GitLab
8 21 (0.74%) Jasmine
8 21 (0.74%) Karma Test Runner
8 21 (0.74%) Protractor
8 21 (0.74%) Selenium
8 21 (0.74%) WebDriver
9 20 (0.71%) Maven
10 18 (0.64%) Visual Studio
11 14 (0.49%) Bitbucket
12 11 (0.39%) Postman
13 9 (0.32%) Burp Suite
13 9 (0.32%) Gradle
General
1 1,274 (45.03%) Finance
2 1,022 (36.13%) Inclusion and Diversity
3 963 (34.04%) Law
4 834 (29.48%) Social Skills
5 670 (23.68%) Analytical Skills
6 573 (20.25%) Legal
7 385 (13.61%) Marketing
8 240 (8.48%) Retail
9 219 (7.74%) Presentation Skills
10 205 (7.25%) Banking
11 125 (4.42%) Investment Banking
12 75 (2.65%) Public Sector
13 52 (1.84%) Manufacturing
14 44 (1.56%) Games
15 38 (1.34%) Private Banking
16 37 (1.31%) Influencing Skills
17 33 (1.17%) Organisational Skills
18 32 (1.13%) Local Government
19 18 (0.64%) Publishing
20 17 (0.60%) Pharmaceutical
Job Titles
1 835 (29.52%) Software Engineer
2 671 (23.72%) Analyst
3 479 (16.93%) Senior
4 369 (13.04%) Developer
5 328 (11.59%) Data Analyst
6 294 (10.39%) Java Engineer
6 294 (10.39%) Java Software Engineer
7 274 (9.69%) Data Engineer
8 205 (7.25%) Lead
9 202 (7.14%) AWS Engineer
10 196 (6.93%) AWS Software Engineer
11 193 (6.82%) Senior Analyst
12 141 (4.98%) Python Engineer
13 135 (4.77%) Business Intelligence Developer
14 133 (4.70%) Big Data Engineer
14 133 (4.70%) Big Data Software Engineer
15 131 (4.63%) Full Stack Engineer
16 128 (4.52%) Full Stack Software Engineer
17 125 (4.42%) Python Software Engineer
18 118 (4.17%) Data Scientist
Libraries, Frameworks & Software Standards
1 279 (9.86%) React
2 240 (8.48%) Spring
3 201 (7.10%) HTML
4 180 (6.36%) AngularJS
5 178 (6.29%) CSS
6 152 (5.37%) Kafka
7 143 (5.05%) Node.js
8 120 (4.24%) J2EE
9 114 (4.03%) JMS
10 111 (3.92%) Twitter Bootstrap
11 109 (3.85%) JSON
12 99 (3.50%) jQuery
13 94 (3.32%) PySpark
14 89 (3.15%) Hibernate
15 82 (2.90%) TensorFlow
16 81 (2.86%) Web Services
17 78 (2.76%) Pandas
18 74 (2.62%) Spring Boot
19 69 (2.44%) XML
20 56 (1.98%) REST
Miscellaneous
1 926 (32.73%) Algorithms
2 236 (8.34%) Onboarding
3 188 (6.65%) Cloud Native
4 133 (4.70%) Data Structures
5 131 (4.63%) Management Information System
6 48 (1.70%) Product Ownership
7 43 (1.52%) Legacy Code
8 34 (1.20%) Legacy Systems
9 32 (1.13%) Self-Motivation
10 28 (0.99%) Reinsurance
11 27 (0.95%) IoT
12 26 (0.92%) Analytical Mindset
12 26 (0.92%) Virtual Reality
13 22 (0.78%) Market Risk
14 21 (0.74%) Public Cloud
15 19 (0.67%) NHS
16 17 (0.60%) Augmented Reality
16 17 (0.60%) Reference Data
16 17 (0.60%) Virtual Team
17 16 (0.57%) Animation
Operating Systems
1 111 (3.92%) Unix
2 88 (3.11%) Linux
3 33 (1.17%) Android
4 28 (0.99%) Windows
5 17 (0.60%) Windows Server
6 7 (0.25%) CentOS
7 4 (0.14%) Ubuntu
8 3 (0.11%) Apple iOS
9 2 (0.071%) Windows 10
9 2 (0.071%) Windows Server 2012
9 2 (0.071%) Windows Server 2016
9 2 (0.071%) Windows Vista
10 1 (0.035%) Mac OS
10 1 (0.035%) Solaris
10 1 (0.035%) VMS
10 1 (0.035%) Windows Server 2019
Processes & Methodologies
1 1,386 (48.99%) Agile
2 1,143 (40.40%) Data Visualisation
3 1,055 (37.29%) Analytics
4 991 (35.03%) Machine Learning
5 958 (33.86%) Software Engineering
6 940 (33.23%) Continuous Improvement
7 923 (32.63%) Business Intelligence
8 899 (31.78%) Artificial Intelligence
9 877 (31.00%) CI/CD
10 816 (28.84%) SDLC
11 711 (25.13%) Community of Practice
12 697 (24.64%) Operational Stability
13 628 (22.20%) Data Analysis
14 590 (20.86%) Problem-Solving
15 529 (18.70%) Risk Management
16 485 (17.14%) ETL
17 455 (16.08%) Decision-Making
18 446 (15.77%) Data Modelling
19 431 (15.24%) Actionable Insight
20 415 (14.67%) Data Science
Programming Languages
1 1,554 (54.93%) SQL
2 1,063 (37.58%) Python
3 639 (22.59%) Java
4 252 (8.91%) JavaScript
5 161 (5.69%) R
6 139 (4.91%) PL/SQL
7 133 (4.70%) TypeScript
8 129 (4.56%) Data Analysis Expressions
9 128 (4.52%) T-SQL
10 116 (4.10%) C#
11 64 (2.26%) Scala
12 43 (1.52%) VBA
13 42 (1.48%) MATLAB
14 34 (1.20%) Go
15 32 (1.13%) Kotlin
16 30 (1.06%) PowerShell
17 18 (0.64%) Shell Script
18 17 (0.60%) C
19 14 (0.49%) C++
20 11 (0.39%) PHP
Qualifications
1 641 (22.66%) Degree
2 194 (6.86%) DBS Check
3 172 (6.08%) Master's Degree
4 82 (2.90%) Computer Science Degree
5 80 (2.83%) Security Cleared
6 38 (1.34%) Microsoft Certification
7 37 (1.31%) BPSS Clearance
8 35 (1.24%) SC Cleared
9 32 (1.13%) PhD
10 29 (1.03%) MBA
11 22 (0.78%) Azure Certification
12 21 (0.74%) DV Cleared
13 20 (0.71%) Numerate Degree
14 10 (0.35%) 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 4 (0.14%) ACCA
16 4 (0.14%) MCP
Quality Assurance & Compliance
1 175 (6.19%) Data Quality
2 96 (3.39%) QA
3 84 (2.97%) Accessibility
4 56 (1.98%) Actionable Recommendations
5 53 (1.87%) GDPR
6 15 (0.53%) California Consumer Privacy Act
7 5 (0.18%) PMO
8 2 (0.071%) HIPAA
8 2 (0.071%) ISO 9001
8 2 (0.071%) SLA
9 1 (0.035%) IFRS
9 1 (0.035%) NEBOSH
9 1 (0.035%) NIST
9 1 (0.035%) Sarbanes-Oxley
9 1 (0.035%) WCAG
System Software
1 86 (3.04%) HDFS
2 80 (2.83%) Docker
3 15 (0.53%) Active Directory
4 12 (0.42%) VMware Infrastructure
5 6 (0.21%) Firmware
5 6 (0.21%) Virtual Machines
6 5 (0.18%) NFS
7 4 (0.14%) Slurm Workload Manager
7 4 (0.14%) Virtual Desktop
7 4 (0.14%) vSphere
8 2 (0.071%) Apache ZooKeeper
8 2 (0.071%) Hyper-V
8 2 (0.071%) IAG
8 2 (0.071%) Virtual Servers
9 1 (0.035%) Microsoft Virtual Server
9 1 (0.035%) VMware ESXi
Systems Management
1 152 (5.37%) Terraform
2 127 (4.49%) Kubernetes
3 56 (1.98%) Grafana
4 21 (0.74%) Prometheus
5 17 (0.60%) Ansible
6 9 (0.32%) Nmap
7 5 (0.18%) Kibana
7 5 (0.18%) Puppet
8 4 (0.14%) Nagios
9 2 (0.071%) Progress Chef
9 2 (0.071%) vCenter Server
10 1 (0.035%) Microsoft Intune
10 1 (0.035%) Packer
10 1 (0.035%) SCCM
10 1 (0.035%) Thomson Reuters DACS
Vendors
1 433 (15.31%) Databricks
2 395 (13.96%) Microsoft
3 210 (7.42%) Oracle
4 165 (5.83%) Google
5 98 (3.46%) Informatica
6 75 (2.65%) Alteryx
7 57 (2.01%) Cloudera
8 55 (1.94%) Splunk
9 45 (1.59%) Dynatrace
10 38 (1.34%) SAP
11 32 (1.13%) Qualtrics
12 28 (0.99%) Adobe
13 22 (0.78%) ServiceNow
13 22 (0.78%) YouTube
14 20 (0.71%) Salesforce
15 16 (0.57%) Facebook
16 14 (0.49%) Mapbox
17 13 (0.46%) Dataiku
18 12 (0.42%) VMware
19 11 (0.39%) Teradata