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

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 91 141 108
Rank change year-on-year +50 -33 +35
Permanent jobs citing Visualisation 2,823 2,629 5,178
As % of all permanent jobs advertised in the UK 2.87% 2.54% 3.31%
As % of the Processes & Methodologies category 3.34% 2.66% 3.46%
Number of salaries quoted 1,352 1,520 2,202
10th Percentile £35,100 £35,500 £37,186
25th Percentile £42,500 £43,125 £45,750
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 £77,507 £80,000
90th Percentile £83,750 £96,250 £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 84,624 98,922 149,770
As % of all permanent jobs advertised in the UK 85.89% 95.62% 95.60%
Number of salaries quoted 59,744 58,119 83,346
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,500 £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 5 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 5 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 +62 2,001 £50,000 - 361
England 0 1,808 £55,000 -8.33% 635
Scotland +100 946 £55,000 +34.64% 19
Work from Home +19 897 £55,000 -8.33% 312
London +26 750 £65,000 -5.11% 299
North of England +30 348 £45,249 -9.50% 86
North West +86 216 £50,000 +5.26% 48
Midlands -23 206 £46,500 +3.33% 65
South East -65 205 £53,875 -2.78% 96
South West +18 194 £47,500 -13.70% 43
West Midlands -31 145 £50,000 +17.65% 42
Yorkshire -18 86 £45,249 -17.73% 24
East of England -23 86 £57,500 - 43
East Midlands +1 57 £42,500 -5.56% 23
North East +1 46 £45,249 +1.31% 14
Wales -6 17 £47,264 +9.75% 10
Northern Ireland +25 3 £37,500 -31.82% 10

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
1 282 (9.99%) Apache Spark
2 96 (3.40%) 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 (0.43%) WordPress
10 11 (0.39%) Tomcat
11 8 (0.28%) Jupyter
11 8 (0.28%) nginx
12 7 (0.25%) CMS
13 5 (0.18%) Oracle Application Server
14 3 (0.11%) ArcGIS
15 2 (0.071%) Drupal
15 2 (0.071%) Luigi
16 1 (0.035%) Apache Synapse
16 1 (0.035%) EPiServer
16 1 (0.035%) Kinematics
Applications
1 266 (9.42%) 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
7 13 (0.46%) MS Visio
8 11 (0.39%) SPSS
9 10 (0.35%) Photoshop
9 10 (0.35%) 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 (0.071%) 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%) Shopify
4 1 (0.035%) Workday HCM
Cloud Services
1 821 (29.08%) Power Platform
2 757 (26.82%) AWS
3 484 (17.14%) Azure
4 214 (7.58%) GCP
5 121 (4.29%) Azure Data Factory
6 105 (3.72%) Serverless
7 96 (3.40%) Snowflake
8 92 (3.26%) Azure Synapse Analytics
9 77 (2.73%) AWS Lambda
10 70 (2.48%) Amazon EC2
10 70 (2.48%) Amazon S3
10 70 (2.48%) Figma
11 60 (2.13%) Cloud Computing
11 60 (2.13%) SaaS
12 59 (2.09%) PowerApps
13 57 (2.02%) Amazon ECS
13 57 (2.02%) Amazon SQS
14 56 (1.98%) Amazon EMR
14 56 (1.98%) dbt
15 53 (1.88%) Azure DevOps
Communications & Networking
1 23 (0.81%) Network Security
2 14 (0.50%) Firewall
3 12 (0.43%) 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%) BGP
10 1 (0.035%) IP Telephony
Database & Business Intelligence
1 815 (28.87%) Power BI
2 581 (20.58%) Tableau
3 335 (11.87%) Data Warehouse
4 333 (11.80%) NoSQL
5 244 (8.64%) Big Data
6 196 (6.94%) Hadoop
7 173 (6.13%) SQL Server
8 163 (5.77%) Data Lake
9 135 (4.78%) BigQuery
10 107 (3.79%) Data Mining
11 104 (3.68%) Apache Hive
11 104 (3.68%) Relational Database
12 101 (3.58%) SQL Server Integration Services
13 92 (3.26%) Looker
14 86 (3.05%) HBase
14 86 (3.05%) Qlik Sense
14 86 (3.05%) SQL Server Reporting Services
15 74 (2.62%) Power Query
16 68 (2.41%) Elasticsearch
17 55 (1.95%) QlikView
Development Applications
1 318 (11.26%) Git
2 163 (5.77%) Jenkins
3 95 (3.37%) JIRA
3 95 (3.37%) JUnit
4 86 (3.05%) Bitbucket Server
5 30 (1.06%) Android Studio
5 30 (1.06%) Cypress.io
6 28 (0.99%) SQL Server Management Studio (SSMS)
7 21 (0.74%) GitLab
7 21 (0.74%) Jasmine
7 21 (0.74%) Karma Test Runner
7 21 (0.74%) Protractor
7 21 (0.74%) Selenium
7 21 (0.74%) WebDriver
8 20 (0.71%) Maven
9 18 (0.64%) Visual Studio
10 14 (0.50%) Bitbucket
11 11 (0.39%) Postman
12 9 (0.32%) Burp Suite
12 9 (0.32%) RStudio
General
1 1,287 (45.59%) Finance
2 1,025 (36.31%) Inclusion and Diversity
3 962 (34.08%) Law
4 821 (29.08%) Social Skills
5 668 (23.66%) Analytical Skills
6 573 (20.30%) Legal
7 387 (13.71%) Marketing
8 232 (8.22%) Retail
9 219 (7.76%) Banking
10 208 (7.37%) Presentation Skills
11 125 (4.43%) Investment Banking
12 75 (2.66%) Public Sector
13 52 (1.84%) Manufacturing
14 44 (1.56%) Games
15 38 (1.35%) Influencing Skills
15 38 (1.35%) Private Banking
16 33 (1.17%) Organisational Skills
17 32 (1.13%) Local Government
18 18 (0.64%) Publishing
19 16 (0.57%) Automotive
Job Titles
1 837 (29.65%) Software Engineer
2 652 (23.10%) Analyst
3 461 (16.33%) Senior
4 371 (13.14%) Developer
5 313 (11.09%) Data Analyst
6 294 (10.41%) Java Engineer
6 294 (10.41%) Java Software Engineer
7 271 (9.60%) Data Engineer
8 207 (7.33%) Lead
9 202 (7.16%) AWS Engineer
10 196 (6.94%) AWS Software Engineer
11 180 (6.38%) Senior Analyst
12 140 (4.96%) Python Engineer
13 136 (4.82%) Business Intelligence Developer
14 133 (4.71%) Big Data Engineer
14 133 (4.71%) Big Data Software Engineer
15 130 (4.61%) Full Stack Engineer
16 128 (4.53%) Full Stack Software Engineer
17 125 (4.43%) Python Software Engineer
18 112 (3.97%) Data Scientist
Libraries, Frameworks & Software Standards
1 279 (9.88%) React
2 239 (8.47%) Spring
3 200 (7.08%) HTML
4 179 (6.34%) AngularJS
5 178 (6.31%) CSS
6 155 (5.49%) Kafka
7 144 (5.10%) Node.js
8 119 (4.22%) J2EE
9 114 (4.04%) JMS
10 111 (3.93%) Twitter Bootstrap
11 109 (3.86%) JSON
12 99 (3.51%) jQuery
13 89 (3.15%) Hibernate
14 87 (3.08%) PySpark
15 80 (2.83%) Web Services
16 78 (2.76%) TensorFlow
17 73 (2.59%) Pandas
17 73 (2.59%) Spring Boot
18 69 (2.44%) XML
19 55 (1.95%) REST
Miscellaneous
1 923 (32.70%) Algorithms
2 231 (8.18%) Onboarding
3 188 (6.66%) Cloud Native
4 133 (4.71%) Data Structures
5 131 (4.64%) Management Information System
6 48 (1.70%) Product Ownership
7 43 (1.52%) Legacy Code
8 33 (1.17%) Legacy Systems
9 32 (1.13%) Self-Motivation
10 28 (0.99%) Reinsurance
11 27 (0.96%) IoT
12 26 (0.92%) Analytical Mindset
12 26 (0.92%) Virtual Reality
13 23 (0.81%) Public Cloud
14 22 (0.78%) Market Risk
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%) Enterprise Software
Operating Systems
1 112 (3.97%) Unix
2 87 (3.08%) Linux
3 33 (1.17%) Android
4 28 (0.99%) Windows
5 17 (0.60%) Windows Server
6 7 (0.25%) CentOS
7 3 (0.11%) Apple iOS
7 3 (0.11%) Ubuntu
8 2 (0.071%) Windows 10
8 2 (0.071%) Windows Server 2012
8 2 (0.071%) Windows Server 2016
8 2 (0.071%) Windows Vista
9 1 (0.035%) Mac OS
9 1 (0.035%) Solaris
9 1 (0.035%) VMS
9 1 (0.035%) Windows Server 2019
Processes & Methodologies
1 1,403 (49.70%) Agile
2 1,143 (40.49%) Data Visualisation
3 1,056 (37.41%) Analytics
4 998 (35.35%) Machine Learning
5 956 (33.86%) Software Engineering
6 947 (33.55%) Continuous Improvement
7 927 (32.84%) Business Intelligence
8 898 (31.81%) Artificial Intelligence
9 880 (31.17%) CI/CD
10 816 (28.91%) SDLC
11 711 (25.19%) Community of Practice
12 697 (24.69%) Operational Stability
13 611 (21.64%) Data Analysis
14 588 (20.83%) Problem-Solving
15 529 (18.74%) Risk Management
16 488 (17.29%) ETL
17 462 (16.37%) Decision-Making
18 445 (15.76%) Data Modelling
19 423 (14.98%) Actionable Insight
20 413 (14.63%) Data Science
Programming Languages
1 1,533 (54.30%) SQL
2 1,043 (36.95%) Python
3 638 (22.60%) Java
4 250 (8.86%) JavaScript
5 157 (5.56%) R
6 139 (4.92%) PL/SQL
7 131 (4.64%) T-SQL
7 131 (4.64%) TypeScript
8 128 (4.53%) Data Analysis Expressions
9 116 (4.11%) C#
10 64 (2.27%) Scala
11 42 (1.49%) MATLAB
12 41 (1.45%) VBA
13 34 (1.20%) Go
14 32 (1.13%) Kotlin
15 30 (1.06%) PowerShell
16 18 (0.64%) Shell Script
17 17 (0.60%) C
18 15 (0.53%) C++
19 11 (0.39%) PHP
Qualifications
1 619 (21.93%) Degree
2 177 (6.27%) DBS Check
3 166 (5.88%) Master's Degree
4 83 (2.94%) Computer Science Degree
5 81 (2.87%) Security Cleared
6 37 (1.31%) BPSS Clearance
6 37 (1.31%) Microsoft Certification
7 35 (1.24%) SC Cleared
8 31 (1.10%) PhD
9 29 (1.03%) MBA
10 22 (0.78%) DV Cleared
11 21 (0.74%) Azure Certification
12 19 (0.67%) Numerate Degree
13 10 (0.35%) PMI Certification
14 6 (0.21%) IIBA
14 6 (0.21%) ITIL Certification
14 6 (0.21%) OCP
14 6 (0.21%) Oracle Certification
15 4 (0.14%) ACCA
15 4 (0.14%) ISTQB
Quality Assurance & Compliance
1 172 (6.09%) Data Quality
2 95 (3.37%) QA
3 82 (2.90%) Accessibility
4 63 (2.23%) Actionable Recommendations
5 54 (1.91%) GDPR
6 15 (0.53%) California Consumer Privacy Act
7 7 (0.25%) 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 (3.05%) HDFS
2 80 (2.83%) Docker
3 15 (0.53%) Active Directory
4 11 (0.39%) VMware Infrastructure
5 6 (0.21%) Firmware
6 5 (0.18%) Virtual Machines
7 4 (0.14%) NFS
7 4 (0.14%) Virtual Desktop
7 4 (0.14%) vSphere
8 3 (0.11%) Slurm Workload Manager
9 2 (0.071%) Apache ZooKeeper
9 2 (0.071%) Hyper-V
9 2 (0.071%) IAG
9 2 (0.071%) Virtual Servers
10 1 (0.035%) Microsoft Virtual Server
10 1 (0.035%) VMware ESXi
Systems Management
1 157 (5.56%) Terraform
2 126 (4.46%) Kubernetes
3 55 (1.95%) Grafana
4 21 (0.74%) Prometheus
5 16 (0.57%) Ansible
6 9 (0.32%) Nmap
7 5 (0.18%) Kibana
7 5 (0.18%) Puppet
8 3 (0.11%) 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
1 417 (14.77%) Databricks
2 397 (14.06%) Microsoft
3 208 (7.37%) Oracle
4 172 (6.09%) Google
5 97 (3.44%) Informatica
6 77 (2.73%) Alteryx
7 57 (2.02%) Cloudera
8 56 (1.98%) Splunk
9 45 (1.59%) Dynatrace
10 39 (1.38%) SAP
11 32 (1.13%) Qualtrics
12 28 (0.99%) Adobe
13 23 (0.81%) YouTube
14 22 (0.78%) ServiceNow
15 19 (0.67%) Salesforce
16 16 (0.57%) Facebook
17 14 (0.50%) Mapbox
18 13 (0.46%) Dataiku
19 11 (0.39%) Teradata
19 11 (0.39%) VMware