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

6 months to
24 May 2024
Same period 2023 Same period 2022
Rank 91 140 103
Rank change year-on-year +49 -37 +39
Permanent jobs citing Visualisation 2,844 2,514 5,595
As % of all permanent jobs advertised in the UK 2.81% 2.56% 3.41%
As % of the Processes & Methodologies category 3.32% 2.68% 3.56%
Number of salaries quoted 1,320 1,450 2,148
10th Percentile £35,000 £35,625 £37,500
25th Percentile £42,500 £43,750 £46,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +10.96%
75th Percentile £71,250 £77,500 £80,000
90th Percentile £85,000 £93,994 £95,000
UK excluding London median annual salary £50,000 £50,000 £51,000
% change year-on-year - -1.96% +7.37%

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 85,719 93,735 157,244
As % of all permanent jobs advertised in the UK 84.61% 95.58% 95.84%
Number of salaries quoted 60,185 55,235 82,763
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +9.09%
75th Percentile £72,500 £81,250 £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 24 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 24 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 +59 1,985 £50,000 - 473
England +3 1,835 £55,000 -8.33% 741
Scotland +99 940 £55,000 +34.64% 28
Work from Home +7 939 £55,000 -8.33% 301
London +26 790 £65,000 -3.70% 403
North of England +22 331 £45,249 -9.50% 103
South East -46 213 £52,500 -7.49% 206
Midlands -29 208 £45,249 +0.55% 56
North West +76 207 £50,000 - 60
South West +18 194 £48,750 -11.43% 41
West Midlands -24 146 £47,500 +5.56% 36
East of England -25 84 £57,500 - 36
Yorkshire -25 80 £45,249 -17.73% 28
East Midlands +3 58 £41,000 -8.89% 20
North East -1 44 £45,249 +1.31% 15
Wales -3 16 £47,029 +9.20% 8
Northern Ireland +24 3 £58,800 +6.91% 7

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
1 271 (9.53%) Apache Spark
2 93 (3.27%) Apache
3 61 (2.14%) SAS
4 44 (1.55%) Apache Airflow
5 36 (1.27%) SharePoint
6 35 (1.23%) FileNet
7 33 (1.16%) Confluence
8 13 (0.46%) Microsoft Exchange
9 11 (0.39%) WordPress
10 9 (0.32%) Tomcat
11 8 (0.28%) Jupyter
12 7 (0.25%) CMS
12 7 (0.25%) nginx
13 5 (0.18%) ArcGIS
14 3 (0.11%) Oracle Application Server
15 2 (0.070%) Drupal
15 2 (0.070%) Luigi
16 1 (0.035%) Apache Synapse
16 1 (0.035%) EPiServer
16 1 (0.035%) Kinematics
Applications
1 266 (9.35%) Microsoft Excel
2 45 (1.58%) Microsoft Office
3 34 (1.20%) Microsoft PowerPoint
4 32 (1.13%) UserZoom
5 20 (0.70%) Spreadsheet
6 18 (0.63%) 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
12 5 (0.18%) AutoCAD
13 4 (0.14%) Adobe Premiere
13 4 (0.14%) CINEMA 4D
13 4 (0.14%) Simulink
14 2 (0.070%) Stata
Business Applications
1 19 (0.67%) Dynamics CRM
2 9 (0.32%) Elite 3E
3 4 (0.14%) NetSuite
4 2 (0.070%) MIS ActiveH
4 2 (0.070%) NEC Housing
4 2 (0.070%) SAP S/4HANA
5 1 (0.035%) Data Workbench
5 1 (0.035%) Dynamics NAV
5 1 (0.035%) Endur
5 1 (0.035%) Epicor Tropos
5 1 (0.035%) iTrent
5 1 (0.035%) Salesforce CRM
5 1 (0.035%) SAP ERP
5 1 (0.035%) Shopify
5 1 (0.035%) Workday HCM
Cloud Services
1 813 (28.59%) Power Platform
2 772 (27.14%) AWS
3 477 (16.77%) Azure
4 189 (6.65%) GCP
5 118 (4.15%) Azure Data Factory
6 101 (3.55%) Serverless
7 96 (3.38%) Azure Synapse Analytics
8 92 (3.23%) Snowflake
9 75 (2.64%) AWS Lambda
10 73 (2.57%) Amazon EC2
10 73 (2.57%) Amazon S3
11 68 (2.39%) Figma
12 59 (2.07%) Cloud Computing
13 58 (2.04%) PowerApps
14 57 (2.00%) Amazon ECS
14 57 (2.00%) Amazon EMR
14 57 (2.00%) SaaS
15 55 (1.93%) Amazon SQS
16 53 (1.86%) Azure DevOps
17 52 (1.83%) Amazon EKS
Communications & Networking
1 25 (0.88%) Network Security
2 14 (0.49%) Firewall
3 10 (0.35%) Internet
4 7 (0.25%) LAN
4 7 (0.25%) WAN
5 6 (0.21%) Broadband
5 6 (0.21%) NAS
5 6 (0.21%) OpenVPN
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 (0.070%) HTTP
9 2 (0.070%) Modbus
9 2 (0.070%) RS-485
9 2 (0.070%) SSL
10 1 (0.035%) Anycast
10 1 (0.035%) Radio Access Network
Database & Business Intelligence
1 807 (28.38%) Power BI
2 611 (21.48%) Tableau
3 344 (12.10%) Data Warehouse
4 332 (11.67%) NoSQL
5 243 (8.54%) Big Data
6 192 (6.75%) Hadoop
7 176 (6.19%) SQL Server
8 162 (5.70%) Data Lake
9 129 (4.54%) BigQuery
10 104 (3.66%) Apache Hive
11 101 (3.55%) Relational Database
12 99 (3.48%) SQL Server Integration Services
13 96 (3.38%) Data Mining
14 86 (3.02%) HBase
15 85 (2.99%) Qlik Sense
16 83 (2.92%) SQL Server Reporting Services
17 81 (2.85%) Looker
18 79 (2.78%) Power Query
19 62 (2.18%) Elasticsearch
20 54 (1.90%) QlikView
Development Applications
1 354 (12.45%) Git
2 159 (5.59%) Jenkins
3 98 (3.45%) JIRA
4 95 (3.34%) JUnit
5 86 (3.02%) Bitbucket Server
6 31 (1.09%) Cypress.io
7 30 (1.05%) Android Studio
8 28 (0.98%) SQL Server Management Studio (SSMS)
9 21 (0.74%) GitLab
9 21 (0.74%) Jasmine
9 21 (0.74%) Karma Test Runner
9 21 (0.74%) Protractor
9 21 (0.74%) Selenium
9 21 (0.74%) WebDriver
10 20 (0.70%) Visual Studio
11 18 (0.63%) Maven
12 14 (0.49%) Bitbucket
13 11 (0.39%) Postman
14 10 (0.35%) Burp Suite
14 10 (0.35%) Metasploit
General
1 1,261 (44.34%) Finance
2 1,018 (35.79%) Inclusion and Diversity
3 962 (33.83%) Law
4 859 (30.20%) Social Skills
5 685 (24.09%) Analytical Skills
6 571 (20.08%) Legal
7 383 (13.47%) Marketing
8 259 (9.11%) Retail
9 240 (8.44%) Presentation Skills
10 205 (7.21%) Banking
11 125 (4.40%) Investment Banking
12 77 (2.71%) Public Sector
13 51 (1.79%) Manufacturing
14 43 (1.51%) Games
15 38 (1.34%) Private Banking
16 34 (1.20%) Local Government
17 33 (1.16%) Influencing Skills
17 33 (1.16%) Organisational Skills
18 24 (0.84%) Pharmaceutical
19 22 (0.77%) Publishing
Job Titles
1 836 (29.40%) Software Engineer
2 696 (24.47%) Analyst
3 510 (17.93%) Senior
4 366 (12.87%) Developer
5 347 (12.20%) Data Analyst
6 294 (10.34%) Java Engineer
6 294 (10.34%) Java Software Engineer
7 273 (9.60%) Data Engineer
8 223 (7.84%) Senior Analyst
9 204 (7.17%) Lead
10 202 (7.10%) AWS Engineer
11 196 (6.89%) AWS Software Engineer
12 142 (4.99%) Python Engineer
13 137 (4.82%) Business Intelligence Developer
14 135 (4.75%) Senior Data Analyst
15 133 (4.68%) Big Data Engineer
15 133 (4.68%) Big Data Software Engineer
16 132 (4.64%) Full Stack Engineer
17 128 (4.50%) Full Stack Software Engineer
18 127 (4.47%) Data Scientist
Libraries, Frameworks & Software Standards
1 274 (9.63%) React
2 238 (8.37%) Spring
3 202 (7.10%) HTML
4 180 (6.33%) CSS
5 179 (6.29%) AngularJS
6 148 (5.20%) Kafka
7 140 (4.92%) Node.js
8 120 (4.22%) J2EE
9 114 (4.01%) JMS
10 111 (3.90%) Twitter Bootstrap
11 108 (3.80%) JSON
12 100 (3.52%) PySpark
13 97 (3.41%) jQuery
14 91 (3.20%) TensorFlow
15 89 (3.13%) Hibernate
16 82 (2.88%) Web Services
17 78 (2.74%) Pandas
18 74 (2.60%) Spring Boot
19 68 (2.39%) XML
20 58 (2.04%) REST
Miscellaneous
1 939 (33.02%) Algorithms
2 236 (8.30%) Onboarding
3 188 (6.61%) Cloud Native
4 135 (4.75%) Data Structures
5 128 (4.50%) Management Information System
6 48 (1.69%) Product Ownership
7 43 (1.51%) Legacy Code
8 37 (1.30%) Legacy Systems
9 32 (1.13%) Self-Motivation
10 29 (1.02%) Analytical Mindset
11 27 (0.95%) Reinsurance
12 26 (0.91%) IoT
13 25 (0.88%) Virtual Reality
14 22 (0.77%) Market Risk
15 21 (0.74%) Life Science
15 21 (0.74%) NHS
15 21 (0.74%) Public Cloud
16 18 (0.63%) Virtual Team
17 17 (0.60%) Reference Data
18 16 (0.56%) Augmented Reality
Operating Systems
1 110 (3.87%) Unix
2 86 (3.02%) Linux
3 33 (1.16%) Android
4 27 (0.95%) Windows
5 17 (0.60%) Windows Server
6 6 (0.21%) CentOS
7 4 (0.14%) Ubuntu
8 3 (0.11%) Apple iOS
9 2 (0.070%) Windows 10
9 2 (0.070%) Windows Server 2012
9 2 (0.070%) Windows Server 2016
9 2 (0.070%) 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 1,373 (48.28%) Agile
2 1,127 (39.63%) Data Visualisation
3 1,068 (37.55%) Analytics
4 991 (34.85%) Machine Learning
5 966 (33.97%) Software Engineering
6 937 (32.95%) Continuous Improvement
7 917 (32.24%) Business Intelligence
8 900 (31.65%) Artificial Intelligence
9 880 (30.94%) CI/CD
10 814 (28.62%) SDLC
11 711 (25.00%) Community of Practice
12 697 (24.51%) Operational Stability
13 645 (22.68%) Data Analysis
14 606 (21.31%) Problem-Solving
15 532 (18.71%) Risk Management
16 477 (16.77%) ETL
17 467 (16.42%) Decision-Making
18 462 (16.24%) Actionable Insight
19 455 (16.00%) Data Modelling
20 422 (14.84%) Data Science
Programming Languages
1 1,581 (55.59%) SQL
2 1,080 (37.97%) Python
3 637 (22.40%) Java
4 249 (8.76%) JavaScript
5 158 (5.56%) R
6 140 (4.92%) Data Analysis Expressions
7 138 (4.85%) PL/SQL
8 130 (4.57%) TypeScript
9 124 (4.36%) T-SQL
10 109 (3.83%) C#
11 66 (2.32%) Scala
12 44 (1.55%) MATLAB
12 44 (1.55%) VBA
13 34 (1.20%) Go
14 32 (1.13%) Kotlin
15 28 (0.98%) PowerShell
16 18 (0.63%) Shell Script
17 17 (0.60%) C
18 13 (0.46%) C++
19 11 (0.39%) U-SQL
Qualifications
1 675 (23.73%) Degree
2 223 (7.84%) DBS Check
3 182 (6.40%) Master's Degree
4 87 (3.06%) Computer Science Degree
5 81 (2.85%) Security Cleared
6 38 (1.34%) Microsoft Certification
6 38 (1.34%) PhD
7 36 (1.27%) BPSS Clearance
8 34 (1.20%) SC Cleared
9 29 (1.02%) MBA
10 23 (0.81%) DV Cleared
11 20 (0.70%) Azure Certification
11 20 (0.70%) Numerate Degree
12 12 (0.42%) PMI Certification
13 9 (0.32%) SnowPro
14 7 (0.25%) IIBA
15 6 (0.21%) ITIL Certification
16 4 (0.14%) ISTQB
16 4 (0.14%) MCP
17 3 (0.11%) Postgraduate
Quality Assurance & Compliance
1 174 (6.12%) Data Quality
2 94 (3.31%) QA
3 87 (3.06%) Accessibility
4 57 (2.00%) Actionable Recommendations
5 52 (1.83%) GDPR
6 16 (0.56%) California Consumer Privacy Act
7 3 (0.11%) PMO
8 2 (0.070%) HIPAA
8 2 (0.070%) ISO 9001
8 2 (0.070%) SLA
9 1 (0.035%) IFRS
9 1 (0.035%) NEBOSH
9 1 (0.035%) NIST
9 1 (0.035%) Sarbanes-Oxley
System Software
1 86 (3.02%) HDFS
2 72 (2.53%) Docker
3 17 (0.60%) 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 (0.070%) Apache ZooKeeper
8 2 (0.070%) Hyper-V
8 2 (0.070%) IAG
8 2 (0.070%) Virtual Servers
9 1 (0.035%) Microsoft Virtual Server
9 1 (0.035%) VMware ESXi
Systems Management
1 154 (5.41%) Terraform
2 128 (4.50%) Kubernetes
3 56 (1.97%) Grafana
4 21 (0.74%) Prometheus
5 19 (0.67%) Ansible
6 10 (0.35%) Nmap
7 5 (0.18%) Kibana
7 5 (0.18%) Puppet
8 4 (0.14%) Nagios
9 2 (0.070%) Progress Chef
9 2 (0.070%) vCenter Server
10 1 (0.035%) FTK
10 1 (0.035%) Microsoft Intune
10 1 (0.035%) Packer
10 1 (0.035%) SCCM
10 1 (0.035%) Thomson Reuters DACS
Vendors
1 463 (16.28%) Databricks
2 390 (13.71%) Microsoft
3 207 (7.28%) Oracle
4 153 (5.38%) Google
5 98 (3.45%) Informatica
6 75 (2.64%) Alteryx
7 58 (2.04%) Cloudera
8 55 (1.93%) Splunk
9 45 (1.58%) Dynatrace
10 37 (1.30%) SAP
11 32 (1.13%) Qualtrics
12 27 (0.95%) Adobe
13 22 (0.77%) ServiceNow
14 20 (0.70%) YouTube
15 19 (0.67%) Salesforce
16 15 (0.53%) Facebook
17 14 (0.49%) Mapbox
18 13 (0.46%) Dataiku
19 12 (0.42%) VMware
20 11 (0.39%) Teradata