Period
to 29 October 2020

The following table provides summary statistics for permanent job vacancies with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 29 October 2020 with a comparison to the same period in the previous 2 years.

Data Visualization
UK
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 265 299 355
Rank change year-on-year +34 +56 +26
Permanent jobs citing Data Visualisation 589 1,482 1,509
As % of all permanent jobs advertised in the UK 1.18% 1.08% 0.92%
As % of the Processes & Methodologies category 1.28% 1.17% 1.00%
Number of salaries quoted 543 1,321 1,203
Median annual salary £55,000 £50,000 £54,000
Median salary % change year-on-year +10.00% -7.41% +7.46%
10th Percentile £32,000 £31,250 £35,000
90th Percentile £89,750 £80,000 £85,000
UK excluding London median annual salary £47,500 £45,561 £47,500
% change year-on-year +4.26% -4.08% +5.56%

Data 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.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 45,953 127,010 151,486
As % of all permanent IT jobs advertised in the UK 92.38% 92.21% 91.93%
Number of salaries quoted 37,887 100,305 120,420
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,737 £30,000 £29,000
90th Percentile £90,000 £86,250 £83,750
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +5.88%

Data Visualisation
Job Vacancy Trend

Job postings citing Data Visualisation as a proportion of all IT jobs advertised.

Job vacancy trend for Data Visualisation in the UK

Data Visualisation
Salary Trend

3-month moving average salary quoted in jobs citing Data Visualisation.

Salary trend for Data Visualisation in the UK

Data Visualisation
Salary Histogram

Salary distribution for jobs citing Data Visualisation over the 6 months to 29 October 2020.

Salary histogram for Data Visualisation in the UK

Data 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 Data Visualisation within the UK over the 6 months to 29 October 2020. 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
England +30 534 £57,500 +9.52% 96
London +33 307 £65,000 +13.04% 40
UK excluding London +62 259 £47,500 +4.26% 63
Work from Home +59 96 £53,750 -2.27% 20
South East +133 84 £47,500 +5.56% 15
Midlands +74 46 £35,000 -22.31% 5
North of England +99 45 £45,000 +5.88% 24
West Midlands +76 32 £43,750 -2.78% 2
Scotland +73 27 £47,500 +5.32% 6
South West +26 24 £50,000 - 6
East of England +105 21 £70,000 +54.54% 6
Yorkshire +99 19 £47,500 +18.75% 11
North West +98 17 £41,500 -7.78% 12
East Midlands +67 14 £32,500 -30.85% 3
Wales +51 11 £49,935 +28.87% 1
North East +20 9 £51,250 +12.86% 1
Northern Ireland +17 1 £22,500 -43.75%

For the 6 months to 29 October 2020, IT jobs citing Data 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 with a requirement for Data Visualisation.

1 589 (100.00%) Visualisation
2 326 (55.35%) SQL
3 314 (53.31%) Business Intelligence
4 271 (46.01%) Power BI
4 271 (46.01%) Power Platform
5 267 (45.33%) Analytics
6 218 (37.01%) Tableau
7 210 (35.65%) Python
8 152 (25.81%) Data Warehouse
9 144 (24.45%) Finance
10 143 (24.28%) Azure
10 143 (24.28%) Data Science
11 141 (23.94%) SQL Server
12 134 (22.75%) Agile Software Development
13 131 (22.24%) Microsoft
14 130 (22.07%) Degree
15 121 (20.54%) ETL
16 120 (20.37%) Machine Learning
17 114 (19.35%) Data Modelling
18 107 (18.17%) SQL Server Integration Services
19 102 (17.32%) AWS
19 102 (17.32%) Analytical Skills
20 100 (16.98%) SQL Server Reporting Services
21 97 (16.47%) Statistics
22 91 (15.45%) Mathematics
23 89 (15.11%) Big Data
24 85 (14.43%) Data Analytics
25 80 (13.58%) Computer Science
26 78 (13.24%) JavaScript
27 74 (12.56%) Microsoft Excel

Data Visualisation
Co-occurring IT Skills 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 70 (11.88%) Apache Spark
2 15 (2.55%) SAS
3 13 (2.21%) Apache Airflow
3 13 (2.21%) SharePoint
4 10 (1.70%) Luigi
5 7 (1.19%) Jupyter
6 5 (0.85%) Apache
6 5 (0.85%) ArcGIS
7 4 (0.68%) Mendix
7 4 (0.68%) SharePoint 2013
7 4 (0.68%) Skype for Business
8 2 (0.34%) Confluence
8 2 (0.34%) Elasticsearch
8 2 (0.34%) Oracle Application Server
9 1 (0.17%) Apache Solr
9 1 (0.17%) Apache Synapse
9 1 (0.17%) CMS
9 1 (0.17%) Oracle Workflow
9 1 (0.17%) WebLogic
9 1 (0.17%) WordPress
Applications
1 74 (12.56%) Microsoft Excel
2 17 (2.89%) Microsoft Office
3 6 (1.02%) SPSS
4 3 (0.51%) MS Visio
5 2 (0.34%) InVision
5 2 (0.34%) Sketch
5 2 (0.34%) S-PLUS
6 1 (0.17%) Adobe Illustrator
6 1 (0.17%) Photoshop
6 1 (0.17%) Spreadsheet
6 1 (0.17%) Weka
Business Applications
1 7 (1.19%) Dynamics CRM
2 2 (0.34%) Salesforce.com CRM
3 1 (0.17%) Dynamics NAV
3 1 (0.17%) Magento
3 1 (0.17%) SAP Oil and Gas
3 1 (0.17%) Sparx Enterprise Architect
3 1 (0.17%) Unit4 Business World
Cloud Services
1 271 (46.01%) Power Platform
2 143 (24.28%) Azure
3 102 (17.32%) AWS
4 53 (9.00%) GCP
5 32 (5.43%) SaaS
6 24 (4.07%) Azure Data Factory
7 14 (2.38%) Amazon EC2
7 14 (2.38%) PaaS
8 13 (2.21%) Cloud Computing
8 13 (2.21%) Office 365
9 12 (2.04%) Amazon S3
9 12 (2.04%) Logic Apps
10 10 (1.70%) Amazon EMR
10 10 (1.70%) Google Analytics
11 7 (1.19%) Data Lake Analytics
12 6 (1.02%) Amazon SageMaker
13 5 (0.85%) AWS CloudFormation
13 5 (0.85%) IaaS
13 5 (0.85%) PowerApps
14 4 (0.68%) Serverless
Communications & Networking
1 7 (1.19%) Broadband
2 4 (0.68%) Internet
2 4 (0.68%) Skype
3 3 (0.51%) DHCP
3 3 (0.51%) DNS
3 3 (0.51%) Firewall
3 3 (0.51%) HTTP
3 3 (0.51%) Remote Desktop
3 3 (0.51%) VLAN
3 3 (0.51%) VPN
3 3 (0.51%) Wireless
4 1 (0.17%) FTP
4 1 (0.17%) Kerberos
4 1 (0.17%) PSTN
4 1 (0.17%) Wi-Fi
Database & Business Intelligence
1 271 (46.01%) Power BI
2 218 (37.01%) Tableau
3 152 (25.81%) Data Warehouse
4 141 (23.94%) SQL Server
5 107 (18.17%) SQL Server Integration Services
6 100 (16.98%) SQL Server Reporting Services
7 89 (15.11%) Big Data
8 70 (11.88%) SQL Server Analysis Services
9 69 (11.71%) Hadoop
10 58 (9.85%) Relational Database
11 46 (7.81%) Amazon Redshift
11 46 (7.81%) QlikView
12 39 (6.62%) Data Lake
13 33 (5.60%) BusinessObjects
14 30 (5.09%) Azure SQL Database
14 30 (5.09%) Looker
15 28 (4.75%) NoSQL
16 26 (4.41%) Microsoft Analysis Services
17 23 (3.90%) Apache Hive
18 22 (3.74%) Snowflake Schema
Development Applications
1 37 (6.28%) Git (software)
2 18 (3.06%) Visual Studio
3 8 (1.36%) JIRA
4 6 (1.02%) Jenkins
5 5 (0.85%) TeamCity
6 4 (0.68%) Cypress.io
6 4 (0.68%) SQL Server Management Studio (SSMS)
7 3 (0.51%) Team Foundation Server
8 2 (0.34%) CA Release Automation
8 2 (0.34%) GitLab
8 2 (0.34%) Karma Test Runner
8 2 (0.34%) Mercurial
8 2 (0.34%) Selenium
8 2 (0.34%) Sonatype Nexus
8 2 (0.34%) webpack
9 1 (0.17%) Maven
9 1 (0.17%) NUnit
9 1 (0.17%) Octopus Deploy
9 1 (0.17%) Toad
9 1 (0.17%) Zephyr
General
1 144 (24.45%) Finance
2 38 (6.45%) Marketing
3 30 (5.09%) Banking
4 18 (3.06%) Back Office
5 17 (2.89%) Public Sector
6 15 (2.55%) Manufacturing
7 13 (2.21%) Front Office
7 13 (2.21%) Retail
8 10 (1.70%) Telecoms
9 8 (1.36%) Advertising
9 8 (1.36%) Automotive
9 8 (1.36%) Electronics
10 7 (1.19%) Games
10 7 (1.19%) Legal
11 6 (1.02%) Digital Economy
12 3 (0.51%) Law
12 3 (0.51%) Military
12 3 (0.51%) Pharmaceutical
13 2 (0.34%) Korean Language
13 2 (0.34%) Publishing
Job Titles
1 158 (26.83%) Developer
2 121 (20.54%) Analyst
3 86 (14.60%) Data Engineer
4 64 (10.87%) Data Analyst
5 58 (9.85%) Business Intelligence Developer
5 58 (9.85%) Data Scientist
6 35 (5.94%) Business Intelligence Analyst
7 33 (5.60%) Consultant
8 31 (5.26%) Senior Developer
9 30 (5.09%) Architect
10 29 (4.92%) SQL Developer
11 28 (4.75%) Business Analyst
12 27 (4.58%) Senior Data Scientist
13 26 (4.41%) Power BI Developer
13 26 (4.41%) SQL Analyst
14 24 (4.07%) Designer
15 22 (3.74%) Data Architect
16 20 (3.40%) Business Developer
16 20 (3.40%) UX Designer
17 19 (3.23%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 48 (8.15%) CSS
2 41 (6.96%) HTML
3 34 (5.77%) Natural Language Processing
4 33 (5.60%) React
5 29 (4.92%) TensorFlow
6 23 (3.90%) AngularJS
6 23 (3.90%) Kafka
6 23 (3.90%) Keras
6 23 (3.90%) Pandas
7 21 (3.57%) scikit-learn
8 19 (3.23%) D3.js
9 17 (2.89%) .NET
9 17 (2.89%) Django
9 17 (2.89%) NumPy
10 16 (2.72%) Vue.js
11 15 (2.55%) Web Services
12 14 (2.38%) ASP.NET
13 13 (2.21%) Node.js
14 12 (2.04%) Matplotlib
14 12 (2.04%) PyTorch
Miscellaneous
1 102 (17.32%) Analytical Skills
2 74 (12.56%) Algorithms
3 53 (9.00%) User Experience
4 43 (7.30%) Management Information System
5 25 (4.24%) Data Structures
6 22 (3.74%) Greenfield Project
7 12 (2.04%) Hedge funds
8 10 (1.70%) Data Centre
9 9 (1.53%) Equities
10 8 (1.36%) Analytical Mindset
10 8 (1.36%) Life Science
10 8 (1.36%) Reinsurance
11 6 (1.02%) Mobile App
11 6 (1.02%) Self-Motivation
12 5 (0.85%) Blog
13 4 (0.68%) Augmented Reality
13 4 (0.68%) Fixed Income
13 4 (0.68%) Linked Data
13 4 (0.68%) Semantic Web
13 4 (0.68%) Virtual Team
Operating Systems
1 23 (3.90%) Linux
2 11 (1.87%) Windows
3 9 (1.53%) Unix
4 4 (0.68%) Windows 10
5 3 (0.51%) Windows Server
5 3 (0.51%) Windows Server 2012
5 3 (0.51%) Windows Server 2016
5 3 (0.51%) Windows Server 2019
6 2 (0.34%) Android
6 2 (0.34%) Apple iOS
6 2 (0.34%) Embedded Linux
7 1 (0.17%) Oracle Linux
Processes & Methodologies
1 589 (100.00%) Visualisation
2 314 (53.31%) Business Intelligence
3 267 (45.33%) Analytics
4 143 (24.28%) Data Science
5 134 (22.75%) Agile Software Development
6 121 (20.54%) ETL
7 120 (20.37%) Machine Learning
8 114 (19.35%) Data Modelling
9 97 (16.47%) Statistics
10 91 (15.45%) Mathematics
11 85 (14.43%) Data Analytics
12 80 (13.58%) Computer Science
13 74 (12.56%) Artificial Intelligence
14 71 (12.05%) Data Analysis
14 71 (12.05%) Problem-Solving
15 64 (10.87%) DevOps
16 56 (9.51%) Decision-Making
17 52 (8.83%) Data Management
18 41 (6.96%) Scrum
19 40 (6.79%) Migration
Programming Languages
1 326 (55.35%) SQL
2 210 (35.65%) Python
3 78 (13.24%) JavaScript
4 74 (12.56%) R
5 73 (12.39%) Java
6 67 (11.38%) T-SQL
7 51 (8.66%) C#
8 36 (6.11%) Scala
9 21 (3.57%) C++
10 20 (3.40%) Data Analysis Expressions (DAX)
11 13 (2.21%) MATLAB
12 11 (1.87%) C
12 11 (1.87%) PowerShell
12 11 (1.87%) TypeScript
13 8 (1.36%) PHP
13 8 (1.36%) U-SQL
14 5 (0.85%) Go
15 4 (0.68%) ES8
15 4 (0.68%) PL/SQL
16 3 (0.51%) VBA
Qualifications
1 130 (22.07%) Degree
2 41 (6.96%) Computer Science Degree
3 31 (5.26%) PhD
4 21 (3.57%) Security Cleared
5 16 (2.72%) SC Cleared
6 11 (1.87%) Numerate Degree
7 10 (1.70%) Microsoft Certification
8 9 (1.53%) DV Cleared
8 9 (1.53%) Master's Degree
9 5 (0.85%) ISEB
10 2 (0.34%) AWS Certification
10 2 (0.34%) ISTQB
10 2 (0.34%) ISTQB Foundation Certification
10 2 (0.34%) Postgraduate
11 1 (0.17%) CTC Cleared
Quality Assurance & Compliance
1 31 (5.26%) Data Quality
2 13 (2.21%) GDPR
3 5 (0.85%) QA
4 2 (0.34%) HIPAA
4 2 (0.34%) IEC 62304
4 2 (0.34%) ISO 13485
4 2 (0.34%) ISO 9001
4 2 (0.34%) SLA
5 1 (0.17%) PMO
System Software
1 7 (1.19%) Docker
1 7 (1.19%) VMware Infrastructure
2 6 (1.02%) Active Directory
3 4 (0.68%) Virtual Desktop
4 3 (0.51%) Firmware
4 3 (0.51%) Hyper-V
5 1 (0.17%) Apache ZooKeeper
5 1 (0.17%) Virtual Machines
Systems Management
1 7 (1.19%) Microsoft Intune
2 5 (0.85%) Ansible
2 5 (0.85%) Terraform
3 4 (0.68%) HP Data Protector
3 4 (0.68%) NetBackup
3 4 (0.68%) Opscode Chef
4 3 (0.51%) Kibana
4 3 (0.51%) Kubernetes
4 3 (0.51%) Single Sign-On
5 2 (0.34%) HP Quality Center
5 2 (0.34%) Puppet
6 1 (0.17%) Control-M
6 1 (0.17%) Hadoop YARN
6 1 (0.17%) Oozie
Vendors
1 131 (22.24%) Microsoft
2 30 (5.09%) SAP
3 28 (4.75%) Google
4 26 (4.41%) Databricks
5 22 (3.74%) Alteryx
6 18 (3.06%) Oracle
7 11 (1.87%) Cloudera
8 10 (1.70%) Cognos
9 8 (1.36%) Salesforce.com
10 7 (1.19%) VMware
11 4 (0.68%) CommVault
11 4 (0.68%) Informatica
11 4 (0.68%) MicroStrategy
11 4 (0.68%) Veeam
12 3 (0.51%) Adobe
12 3 (0.51%) Cadence
12 3 (0.51%) Pardot
12 3 (0.51%) SonicWALL
12 3 (0.51%) Splunk
12 3 (0.51%) Talend