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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 91 137 103
Rank change year-on-year +46 -34 +40
Permanent jobs citing Visualisation 2,840 2,516 5,753
As % of all permanent jobs advertised in the UK 2.77% 2.58% 3.45%
As % of the Processes & Methodologies category 3.29% 2.70% 3.59%
Number of salaries quoted 1,318 1,452 2,163
10th Percentile £35,000 £35,625 £37,500
25th Percentile £42,500 £43,938 £46,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £71,250 £77,500 £80,000
90th Percentile £85,000 £93,725 £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 86,445 93,025 160,114
As % of all permanent jobs advertised in the UK 84.24% 95.56% 95.90%
Number of salaries quoted 60,550 54,985 83,280
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 28 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 28 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 +61 1,982 £50,000 - 320
England +1 1,836 £55,000 -8.33% 603
Work from Home +9 942 £55,000 -8.33% 241
Scotland +105 935 £55,000 +34.64% 31
London +26 790 £65,000 -4.41% 303
North of England +14 331 £45,249 -9.50% 88
South East -60 217 £52,500 -7.49% 75
North West +83 207 £50,000 - 54
Midlands -22 207 £45,249 +0.55% 58
South West +17 194 £48,750 -11.43% 34
West Midlands -29 146 £48,750 +2.63% 36
East of England -41 83 £57,500 - 31
Yorkshire -34 80 £45,249 -17.73% 23
East Midlands -2 57 £41,750 -7.22% 22
North East 0 44 £45,249 +1.31% 11
Wales -13 16 £47,029 +9.20% 6
Northern Ireland +20 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
1 268 (9.44%) Apache Spark
2 92 (3.24%) Apache
3 63 (2.22%) SAS
4 43 (1.51%) 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
1 265 (9.33%) Microsoft Excel
2 45 (1.58%) Microsoft Office
3 34 (1.20%) Microsoft PowerPoint
4 31 (1.09%) 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 3 (0.11%) Chatbot
Business Applications
1 19 (0.67%) Dynamics CRM
2 9 (0.32%) Elite 3E
3 5 (0.18%) 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
1 811 (28.56%) Power Platform
2 766 (26.97%) AWS
3 479 (16.87%) Azure
4 187 (6.58%) GCP
5 118 (4.15%) Azure Data Factory
6 99 (3.49%) Serverless
7 96 (3.38%) Azure Synapse Analytics
8 92 (3.24%) Snowflake
9 74 (2.61%) AWS Lambda
10 73 (2.57%) Amazon S3
11 72 (2.54%) Amazon EC2
12 69 (2.43%) Figma
13 59 (2.08%) Cloud Computing
14 56 (1.97%) Amazon ECS
14 56 (1.97%) Amazon EMR
14 56 (1.97%) PowerApps
14 56 (1.97%) SaaS
15 54 (1.90%) Amazon SQS
16 52 (1.83%) Azure DevOps
16 52 (1.83%) dbt
Communications & Networking
1 29 (1.02%) Network Security
2 14 (0.49%) Firewall
3 11 (0.39%) Internet
4 7 (0.25%) Broadband
4 7 (0.25%) LAN
4 7 (0.25%) WAN
5 6 (0.21%) NAS
5 6 (0.21%) OpenVPN
5 6 (0.21%) SAN
5 6 (0.21%) WPA
6 5 (0.18%) Unified Communications
7 4 (0.14%) DNS
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
1 805 (28.35%) Power BI
2 608 (21.41%) Tableau
3 348 (12.25%) Data Warehouse
4 330 (11.62%) NoSQL
5 239 (8.42%) Big Data
6 192 (6.76%) Hadoop
7 174 (6.13%) SQL Server
8 161 (5.67%) Data Lake
9 129 (4.54%) BigQuery
10 103 (3.63%) Apache Hive
11 100 (3.52%) Relational Database
11 100 (3.52%) SQL Server Integration Services
12 94 (3.31%) Data Mining
13 86 (3.03%) HBase
14 84 (2.96%) Qlik Sense
15 83 (2.92%) SQL Server Reporting Services
16 79 (2.78%) Looker
16 79 (2.78%) Power Query
17 62 (2.18%) Elasticsearch
18 54 (1.90%) Apache Cassandra
Development Applications
1 354 (12.46%) Git
2 158 (5.56%) Jenkins
3 98 (3.45%) JIRA
4 95 (3.35%) JUnit
5 85 (2.99%) Bitbucket Server
6 31 (1.09%) Cypress.io
7 30 (1.06%) Android Studio
8 28 (0.99%) SQL Server Management Studio (SSMS)
9 22 (0.77%) GitLab
10 21 (0.74%) Jasmine
10 21 (0.74%) Karma Test Runner
10 21 (0.74%) Protractor
10 21 (0.74%) Selenium
10 21 (0.74%) WebDriver
11 20 (0.70%) Visual Studio
12 18 (0.63%) Maven
13 14 (0.49%) Bitbucket
14 11 (0.39%) Postman
15 10 (0.35%) Burp Suite
15 10 (0.35%) Metasploit
General
1 1,250 (44.01%) Finance
2 1,012 (35.63%) Inclusion and Diversity
3 953 (33.56%) Law
4 858 (30.21%) Social Skills
5 684 (24.08%) Analytical Skills
6 570 (20.07%) Legal
7 380 (13.38%) Marketing
8 260 (9.15%) Retail
9 240 (8.45%) Presentation Skills
10 205 (7.22%) Banking
11 125 (4.40%) Investment Banking
12 77 (2.71%) Public Sector
13 53 (1.87%) Manufacturing
14 43 (1.51%) Games
15 37 (1.30%) Private Banking
16 34 (1.20%) Local Government
17 33 (1.16%) Organisational Skills
18 32 (1.13%) Influencing Skills
19 26 (0.92%) Pharmaceutical
20 22 (0.77%) Publishing
Job Titles
1 832 (29.30%) Software Engineer
2 698 (24.58%) Analyst
3 509 (17.92%) Senior
4 363 (12.78%) Developer
5 348 (12.25%) Data Analyst
6 291 (10.25%) Java Engineer
6 291 (10.25%) Java Software Engineer
7 273 (9.61%) Data Engineer
8 225 (7.92%) Senior Analyst
9 201 (7.08%) AWS Engineer
9 201 (7.08%) Lead
10 195 (6.87%) AWS Software Engineer
11 142 (5.00%) Python Engineer
12 136 (4.79%) Business Intelligence Developer
13 135 (4.75%) Senior Data Analyst
14 130 (4.58%) Big Data Engineer
14 130 (4.58%) Big Data Software Engineer
14 130 (4.58%) Full Stack Engineer
15 128 (4.51%) Data Scientist
16 126 (4.44%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 272 (9.58%) React
2 235 (8.27%) Spring
3 205 (7.22%) HTML
4 183 (6.44%) CSS
5 177 (6.23%) AngularJS
6 149 (5.25%) Kafka
7 140 (4.93%) Node.js
8 120 (4.23%) J2EE
9 114 (4.01%) JMS
10 111 (3.91%) Twitter Bootstrap
11 107 (3.77%) JSON
12 100 (3.52%) PySpark
13 97 (3.42%) jQuery
14 92 (3.24%) TensorFlow
15 88 (3.10%) Hibernate
16 81 (2.85%) Web Services
17 77 (2.71%) Pandas
18 72 (2.54%) Spring Boot
19 70 (2.46%) XML
20 59 (2.08%) REST
Miscellaneous
1 931 (32.78%) Algorithms
2 233 (8.20%) Onboarding
3 186 (6.55%) Cloud Native
4 135 (4.75%) Data Structures
5 127 (4.47%) Management Information System
6 48 (1.69%) Product Ownership
7 42 (1.48%) Legacy Code
8 36 (1.27%) Legacy Systems
9 31 (1.09%) Self-Motivation
10 30 (1.06%) Analytical Mindset
11 27 (0.95%) Reinsurance
12 26 (0.92%) IoT
13 25 (0.88%) Virtual Reality
14 24 (0.85%) Life Science
15 22 (0.77%) Market Risk
16 21 (0.74%) NHS
17 20 (0.70%) Public Cloud
18 18 (0.63%) Virtual Team
19 16 (0.56%) Enterprise Software
19 16 (0.56%) Reference Data
Operating Systems
1 109 (3.84%) Unix
2 88 (3.10%) 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 1,365 (48.06%) Agile
2 1,127 (39.68%) Data Visualisation
3 1,064 (37.46%) Analytics
4 985 (34.68%) Machine Learning
5 963 (33.91%) Software Engineering
6 932 (32.82%) Continuous Improvement
7 914 (32.18%) Business Intelligence
8 895 (31.51%) Artificial Intelligence
9 872 (30.70%) CI/CD
10 805 (28.35%) SDLC
11 705 (24.82%) Community of Practice
12 689 (24.26%) Operational Stability
13 649 (22.85%) Data Analysis
14 603 (21.23%) Problem-Solving
15 527 (18.56%) Risk Management
16 471 (16.58%) ETL
17 467 (16.44%) Decision-Making
18 462 (16.27%) Actionable Insight
19 457 (16.09%) Data Modelling
20 422 (14.86%) Data Science
Programming Languages
1 1,579 (55.60%) SQL
2 1,077 (37.92%) Python
3 631 (22.22%) Java
4 252 (8.87%) JavaScript
5 155 (5.46%) R
6 138 (4.86%) Data Analysis Expressions
7 137 (4.82%) PL/SQL
8 130 (4.58%) TypeScript
9 123 (4.33%) T-SQL
10 108 (3.80%) C#
11 66 (2.32%) Scala
12 46 (1.62%) VBA
13 43 (1.51%) MATLAB
14 33 (1.16%) Go
15 32 (1.13%) Kotlin
16 28 (0.99%) PowerShell
17 18 (0.63%) Shell Script
18 17 (0.60%) C
19 13 (0.46%) C++
20 11 (0.39%) U-SQL
Qualifications
1 679 (23.91%) Degree
2 223 (7.85%) DBS Check
3 186 (6.55%) Master's Degree
4 92 (3.24%) Computer Science Degree
5 83 (2.92%) Security Cleared
6 38 (1.34%) Microsoft Certification
6 38 (1.34%) PhD
7 36 (1.27%) BPSS Clearance
7 36 (1.27%) SC Cleared
8 29 (1.02%) MBA
9 23 (0.81%) DV Cleared
10 20 (0.70%) Azure Certification
10 20 (0.70%) Numerate Degree
11 12 (0.42%) PMI Certification
12 9 (0.32%) SnowPro
13 7 (0.25%) IIBA
14 6 (0.21%) ITIL Certification
15 4 (0.14%) ISTQB
15 4 (0.14%) MCP
16 3 (0.11%) Postgraduate
Quality Assurance & Compliance
1 181 (6.37%) Data Quality
2 97 (3.42%) QA
3 87 (3.06%) Accessibility
4 55 (1.94%) Actionable Recommendations
5 51 (1.80%) GDPR
6 16 (0.56%) California Consumer Privacy Act
7 2 (0.070%) GLP
7 2 (0.070%) HIPAA
7 2 (0.070%) ISO 9001
7 2 (0.070%) PMO
7 2 (0.070%) SLA
8 1 (0.035%) IFRS
8 1 (0.035%) NEBOSH
8 1 (0.035%) NIST
8 1 (0.035%) Sarbanes-Oxley
System Software
1 86 (3.03%) HDFS
2 71 (2.50%) 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
1 153 (5.39%) Terraform
2 129 (4.54%) Kubernetes
3 56 (1.97%) Grafana
4 21 (0.74%) Prometheus
5 20 (0.70%) 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
1 459 (16.16%) Databricks
2 390 (13.73%) Microsoft
3 205 (7.22%) Oracle
4 155 (5.46%) Google
5 98 (3.45%) Informatica
6 75 (2.64%) Alteryx
7 58 (2.04%) Cloudera
8 57 (2.01%) Splunk
9 45 (1.58%) Dynatrace
10 37 (1.30%) SAP
11 31 (1.09%) Qualtrics
12 28 (0.99%) 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