Period
to 27 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 July 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > South East
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 175 160 251
Rank change year-on-year -15 +91 -29
Permanent jobs citing Visualisation 312 227 313
As % of all permanent jobs advertised in the South East 1.91% 1.87% 1.18%
As % of the Processes & Methodologies category 2.05% 2.04% 1.29%
Number of salaries quoted 184 165 225
10th Percentile £32,500 £32,500 £27,500
25th Percentile £37,500 £42,500 £32,500
Median annual salary (50th Percentile) £50,000 £52,500 £46,000
Median % change year-on-year -4.76% +14.13% -8.00%
75th Percentile £63,750 £65,000 £57,500
90th Percentile £77,500 £79,500 £67,500
England median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -4.76%

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 advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 15,191 11,101 24,325
As % of all permanent IT jobs advertised in the South East 93.04% 91.51% 91.57%
Number of salaries quoted 10,774 9,118 19,868
10th Percentile £32,500 £31,250 £28,250
25th Percentile £40,500 £38,750 £36,250
Median annual salary (50th Percentile) £52,000 £50,000 £50,000
Median % change year-on-year +4.00% - +5.26%
75th Percentile £65,806 £65,000 £62,500
90th Percentile £78,750 £76,250 £75,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Visualisation
Job Vacancy Trend in the South East

Job postings citing Visualisation as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Visualisation in the South East

Visualisation
Salary Trend in the South East

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

Salary trend for Visualisation in the South East

Visualisation
Salary Histogram in the South East

Salary distribution for jobs citing Visualisation in the South East over the 6 months to 27 July 2021.

Salary histogram for Visualisation in the South East

Visualisation
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the South East region over the 6 months to 27 July 2021. 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
Job
Vacancies
Thames Valley -5 152 £50,000 -9.09% 22
Berkshire -19 82 £65,000 +13.04% 12
Hampshire -31 72 £55,000 +15.79% 9
Buckinghamshire -9 36 £37,750 -31.36% 5
Oxfordshire +6 34 £47,500 -14.41% 5
Surrey -28 31 £55,000 - 5
Kent -18 22 £42,500 -26.09% 1
East Sussex -22 15 £42,500 -12.82%
West Sussex -10 10 £35,000 -27.08% 1
Middlesex - 3 £52,500 -
Home Counties - 1 £40,000 -
Visualisation
England

For the 6 months to 27 July 2021, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Visualisation.

1 153 (49.04%) Data Visualisation
2 130 (41.67%) Business Intelligence
3 123 (39.42%) SQL
4 104 (33.33%) Power BI
4 104 (33.33%) Power Platform
5 94 (30.13%) Social Skills
6 92 (29.49%) Analytics
7 84 (26.92%) Python
8 79 (25.32%) Agile Software Development
9 74 (23.72%) Finance
10 72 (23.08%) SQL Server
11 70 (22.44%) Analytical Skills
12 67 (21.47%) Azure
12 67 (21.47%) Degree
13 60 (19.23%) User Experience
14 58 (18.59%) Tableau
15 54 (17.31%) JavaScript
16 53 (16.99%) Data Analysis
17 51 (16.35%) Presentation Skills
18 50 (16.03%) Microsoft Excel
18 50 (16.03%) Data Modelling
19 48 (15.38%) Microsoft
20 47 (15.06%) Data Warehouse
20 47 (15.06%) Mentoring
21 45 (14.42%) AWS
21 45 (14.42%) Data Science
22 44 (14.10%) React
23 43 (13.78%) ETL
23 43 (13.78%) Problem-Solving
24 42 (13.46%) Machine Learning

Visualisation
Co-occurring IT Skills in the South East by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 15 (4.81%) CMS
2 12 (3.85%) Apache Spark
2 12 (3.85%) Tomcat
3 6 (1.92%) SharePoint
4 5 (1.60%) Confluence
4 5 (1.60%) Elasticsearch
4 5 (1.60%) GlassFish
4 5 (1.60%) IIS
4 5 (1.60%) SAS
4 5 (1.60%) Sitecore CMS
4 5 (1.60%) Umbraco
4 5 (1.60%) WebLogic
4 5 (1.60%) WordPress
5 3 (0.96%) ArcGIS
6 2 (0.64%) ArcSDE
6 2 (0.64%) Liferay
Applications
1 50 (16.03%) Microsoft Excel
2 17 (5.45%) Sketch
3 15 (4.81%) InVision
3 15 (4.81%) Microsoft PowerPoint
4 14 (4.49%) Figma
4 14 (4.49%) Microsoft Project
5 11 (3.53%) Marvel
6 10 (3.21%) Adobe XD
7 5 (1.60%) Microsoft Office
8 3 (0.96%) Adobe Creative Suite
9 2 (0.64%) Adobe After Effects
9 2 (0.64%) Adobe Illustrator
9 2 (0.64%) ProjectWise
10 1 (0.32%) Revit
10 1 (0.32%) Spreadsheet
Business Applications
1 10 (3.21%) Remedy ITSM
2 7 (2.24%) Shopify
3 5 (1.60%) Sage 200
4 2 (0.64%) Magento
4 2 (0.64%) SAP Hybris
5 1 (0.32%) Salesforce.com CRM
Cloud Services
1 104 (33.33%) Power Platform
2 67 (21.47%) Azure
3 45 (14.42%) AWS
4 21 (6.73%) GCP
5 16 (5.13%) SaaS
6 13 (4.17%) AWS CloudFormation
6 13 (4.17%) IaaS
6 13 (4.17%) PaaS
7 11 (3.53%) Serverless
8 10 (3.21%) Canva
9 9 (2.88%) AWS Lambda
10 8 (2.56%) GitHub
11 7 (2.24%) Amazon SQS
11 7 (2.24%) Microsoft 365
12 6 (1.92%) Amazon EKS
12 6 (1.92%) Azure Synapse Analytics
12 6 (1.92%) Snowflake
13 5 (1.60%) Azure Data Factory
13 5 (1.60%) Dynamics 365
13 5 (1.60%) Google Sheets
Communications & Networking
1 8 (2.56%) Internet
2 5 (1.60%) DHCP
2 5 (1.60%) DNS
2 5 (1.60%) Firewall
2 5 (1.60%) IPsec
2 5 (1.60%) SSL
2 5 (1.60%) TCP/IP
2 5 (1.60%) VLAN
2 5 (1.60%) VoIP
2 5 (1.60%) VPN
3 2 (0.64%) HTTP
3 2 (0.64%) Wireshark
4 1 (0.32%) FTP
Database & Business Intelligence
1 104 (33.33%) Power BI
2 72 (23.08%) SQL Server
3 58 (18.59%) Tableau
4 47 (15.06%) Data Warehouse
5 38 (12.18%) SQL Server Integration Services
6 22 (7.05%) SQL Server Reporting Services
7 21 (6.73%) MySQL
8 20 (6.41%) Big Data
9 15 (4.81%) SQL Server Analysis Services
10 12 (3.85%) Data Lake
10 12 (3.85%) Geospatial Data
10 12 (3.85%) Relational Database
11 10 (3.21%) Amazon DynamoDB
11 10 (3.21%) Oracle Database
11 10 (3.21%) QlikView
12 9 (2.88%) Data Mining
12 9 (2.88%) Hadoop
12 9 (2.88%) Metadata
13 8 (2.56%) BigQuery
13 8 (2.56%) NoSQL
Development Applications
1 28 (8.97%) Git (software)
2 26 (8.33%) JIRA
3 14 (4.49%) Axure RP
4 11 (3.53%) GitLab
5 7 (2.24%) Jenkins
5 7 (2.24%) Maven
6 6 (1.92%) Visual Studio
6 6 (1.92%) webpack
7 3 (0.96%) Mercurial
7 3 (0.96%) TeamCity
8 1 (0.32%) JMeter
8 1 (0.32%) LoadRunner
8 1 (0.32%) NeoLoad
General
1 94 (30.13%) Social Skills
2 74 (23.72%) Finance
3 70 (22.44%) Analytical Skills
4 51 (16.35%) Presentation Skills
5 38 (12.18%) Marketing
6 30 (9.62%) Pharmaceutical
7 17 (5.45%) Financial Institution
8 14 (4.49%) Manufacturing
9 11 (3.53%) Influencing Skills
10 9 (2.88%) Organisational Skills
11 8 (2.56%) Retail
12 7 (2.24%) Legal
12 7 (2.24%) Public Sector
13 6 (1.92%) Billing
14 5 (1.60%) Automotive
14 5 (1.60%) Back Office
15 4 (1.28%) Telecoms
16 3 (0.96%) Games
17 2 (0.64%) Documentation Skills
17 2 (0.64%) Electronics
Job Titles
1 74 (23.72%) Analyst
2 59 (18.91%) Developer
3 52 (16.67%) Data Analyst
4 32 (10.26%) Architect
5 21 (6.73%) Power BI Analyst
6 20 (6.41%) Data Engineer
7 19 (6.09%) Business Intelligence Analyst
7 19 (6.09%) Cloud Engineer
7 19 (6.09%) SQL Analyst
8 18 (5.77%) Front End Developer (Client-Side Developer)
9 17 (5.45%) SQL Data Analyst
10 16 (5.13%) Data Architect
11 15 (4.81%) Data Scientist
11 15 (4.81%) Project Manager
12 14 (4.49%) Digital Project Manager
13 12 (3.85%) Business Intelligence Developer
14 11 (3.53%) Consultant
14 11 (3.53%) Senior Cloud Engineer
14 11 (3.53%) Senior Data Engineer
15 10 (3.21%) ITSM Architect
Libraries, Frameworks & Software Standards
1 44 (14.10%) React
2 30 (9.62%) HTML
3 29 (9.29%) Node.js
4 26 (8.33%) CSS
5 22 (7.05%) REST
6 20 (6.41%) .NET
7 15 (4.81%) jQuery
8 13 (4.17%) Redux
9 10 (3.21%) GraphQL
10 8 (2.56%) TensorFlow
11 7 (2.24%) D3.js
11 7 (2.24%) Spring
12 6 (1.92%) ASP.NET
13 5 (1.60%) Keras
13 5 (1.60%) Middleware
13 5 (1.60%) Web Services
14 4 (1.28%) Express
14 4 (1.28%) Symfony
15 3 (0.96%) CSS3
15 3 (0.96%) OAuth
Miscellaneous
1 60 (19.23%) User Experience
2 33 (10.58%) Data Structures
3 23 (7.37%) Virtual Team
4 14 (4.49%) Algorithms
4 14 (4.49%) Digital Media
4 14 (4.49%) PMI
5 12 (3.85%) Life Science
6 11 (3.53%) Self-Motivation
7 8 (2.56%) Enterprise Software
8 6 (1.92%) Analytical Mindset
8 6 (1.92%) CMDB
8 6 (1.92%) Hedge funds
8 6 (1.92%) Legacy Systems
9 3 (0.96%) Biotechnology
9 3 (0.96%) Driving Licence
9 3 (0.96%) Robotics
9 3 (0.96%) Smart Meter
10 2 (0.64%) Data Centre
10 2 (0.64%) Mobile App
10 2 (0.64%) Reference Data
Operating Systems
1 23 (7.37%) Linux
2 15 (4.81%) Windows
3 11 (3.53%) Unix
4 6 (1.92%) Android
4 6 (1.92%) Apple iOS
5 5 (1.60%) Windows 10
5 5 (1.60%) Windows Server
5 5 (1.60%) Windows Server 2012
5 5 (1.60%) Windows Server 2019
6 1 (0.32%) CentOS
6 1 (0.32%) Ubuntu
Processes & Methodologies
1 153 (49.04%) Data Visualisation
2 130 (41.67%) Business Intelligence
3 92 (29.49%) Analytics
4 79 (25.32%) Agile Software Development
5 53 (16.99%) Data Analysis
6 50 (16.03%) Data Modelling
7 47 (15.06%) Mentoring
8 45 (14.42%) Data Science
9 43 (13.78%) ETL
9 43 (13.78%) Problem-Solving
10 42 (13.46%) Machine Learning
11 41 (13.14%) Decision-Making
12 40 (12.82%) Project Management
13 39 (12.50%) Data Analytics
14 35 (11.22%) DevOps
15 33 (10.58%) Data Pipeline
16 32 (10.26%) Stakeholder Management
17 30 (9.62%) Front End Development
18 29 (9.29%) Data Architecture
19 27 (8.65%) Mathematics
Programming Languages
1 123 (39.42%) SQL
2 84 (26.92%) Python
3 54 (17.31%) JavaScript
4 29 (9.29%) T-SQL
5 22 (7.05%) TypeScript
6 21 (6.73%) Java
7 20 (6.41%) C#
7 20 (6.41%) PHP
8 17 (5.45%) R
9 14 (4.49%) PowerShell
10 10 (3.21%) ES6
11 8 (2.56%) C
11 8 (2.56%) VB
12 7 (2.24%) PL/SQL
13 6 (1.92%) Bash Shell
13 6 (1.92%) Data Analysis Expressions (DAX)
13 6 (1.92%) VBA
14 4 (1.28%) MATLAB
14 4 (1.28%) Scala
15 3 (0.96%) SAS Macro
Qualifications
1 67 (21.47%) Degree
2 17 (5.45%) Master's Degree
3 15 (4.81%) APMP
4 14 (4.49%) PMI Certification
4 14 (4.49%) Security Cleared
5 11 (3.53%) Microsoft Certification
6 6 (1.92%) SC Cleared
7 5 (1.60%) MCSE
8 4 (1.28%) Computer Science Degree
8 4 (1.28%) MCSA
8 4 (1.28%) Numerate Degree
9 2 (0.64%) AWS Certification
9 2 (0.64%) CCNA
9 2 (0.64%) Cisco Certification
9 2 (0.64%) DV Cleared
9 2 (0.64%) MBA
9 2 (0.64%) TOGAF Certification
10 1 (0.32%) Tableau Certification
Quality Assurance & Compliance
1 15 (4.81%) Data Quality
2 10 (3.21%) COBIT
3 9 (2.88%) GDPR
4 5 (1.60%) Good Clinical Practice
5 3 (0.96%) ISO 13485
6 2 (0.64%) GLP
6 2 (0.64%) GMP
7 1 (0.32%) 21 CFR Part 11
7 1 (0.32%) HL7
7 1 (0.32%) ISO/IEC 27001
7 1 (0.32%) QA
7 1 (0.32%) SLA
System Software
1 22 (7.05%) Docker
2 10 (3.21%) Active Directory
3 8 (2.56%) VMware Infrastructure
4 5 (1.60%) vSphere
5 2 (0.64%) XenApp
6 1 (0.32%) Hyper-V
6 1 (0.32%) Virtual Machines
Systems Management
1 20 (6.41%) Kubernetes
2 17 (5.45%) Terraform
3 11 (3.53%) Ansible
4 10 (3.21%) OpenView
4 10 (3.21%) OVSD
4 10 (3.21%) SCCM
4 10 (3.21%) SCOM
5 5 (1.60%) Microsoft Intune
6 3 (0.96%) Grafana
7 2 (0.64%) Prometheus
Vendors
1 48 (15.38%) Microsoft
2 20 (6.41%) Adobe
2 20 (6.41%) Oracle
3 18 (5.77%) Google
4 16 (5.13%) Databricks
5 13 (4.17%) Salesforce.com
6 11 (3.53%) IBM
6 11 (3.53%) Remedy
7 10 (3.21%) BMC
7 10 (3.21%) HP
7 10 (3.21%) SAP
7 10 (3.21%) ServiceNow
8 8 (2.56%) Sage
8 8 (2.56%) VMware
9 7 (2.24%) ESRI
9 7 (2.24%) Sitecore
10 5 (1.60%) Palo Alto
10 5 (1.60%) Sophos
11 4 (1.28%) Cognos
12 3 (0.96%) Mapbox