Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 322 369 475
Rank change year-on-year +47 +106 +16
Permanent jobs citing Data Visualisation 1,449 1,443 1,062
As % of all permanent IT jobs advertised in England 0.98% 0.86% 0.61%
As % of the Processes & Methodologies category 1.07% 0.93% 0.67%
Number of salaries quoted 1,076 1,229 865
England median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% +10.00%
10th Percentile £32,625 £31,250 £33,750
90th Percentile £88,750 £81,450 £87,500
UK median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 135,998 154,654 159,253
As % of all permanent IT jobs advertised in England 91.63% 91.90% 91.26%
Number of salaries quoted 108,808 123,799 133,287
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Data Visualisation
Job Vacancy Trend in England

Job postings citing Data Visualisation as a percentage of all IT jobs advertised in England.

Job vacancy trend for Data Visualisation in England

Data Visualisation
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Visualisation in England.

Salary trend for Data Visualisation in England

Data Visualisation
Salary Histogram in England

The salary distribution of IT jobs citing Data Visualisation in England over the 6 months to 11 December 2018.

Salary histogram for Data Visualisation in England

Data Visualisation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the England region over the 6 months to 11 December 2018. 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
London +39 791 £60,000 - 132
South East +93 285 £50,000 +11.11% 33
North of England 0 148 £45,000 - 32
Midlands +56 105 £36,250 -3.33% 26
North West +39 91 £47,500 +18.75% 20
West Midlands +53 75 £32,500 -13.33% 19
South West +23 67 £45,000 +5.88% 16
East of England -54 50 £52,500 +5.00% 22
Yorkshire -33 48 £42,500 -5.56% 12
East Midlands +13 30 £47,500 +35.71% 7
North East +1 9 £37,000 -35.65%
Data Visualisation
UK

For the 6 months to 11 December 2018, 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 across the England region with a requirement for Data Visualisation.

1 1,448 (99.93%) Visualisation
2 747 (51.55%) SQL
3 745 (51.41%) Business Intelligence
4 727 (50.17%) Analytics
5 671 (46.31%) Tableau
6 518 (35.75%) Power BI
7 474 (32.71%) Python
8 424 (29.26%) Finance
9 410 (28.30%) Data Science
10 358 (24.71%) Degree
11 346 (23.88%) Agile Software Development
12 332 (22.91%) Machine Learning
13 321 (22.15%) R
14 301 (20.77%) Analytical Skills
15 286 (19.74%) SQL Server
16 271 (18.70%) Data Warehouse
17 268 (18.50%) Big Data
18 265 (18.29%) QlikView
19 252 (17.39%) Data Analysis
19 252 (17.39%) ETL
20 246 (16.98%) Data Analytics
21 244 (16.84%) Data Modelling
22 230 (15.87%) Mathematics
23 228 (15.73%) SQL Server Reporting Services
24 225 (15.53%) Microsoft
25 218 (15.04%) SQL Server Integration Services
26 210 (14.49%) Hadoop
27 203 (14.01%) Problem-Solving
28 202 (13.94%) Artificial Intelligence
29 193 (13.32%) Statistics

Data Visualisation
Co-occurring IT Skills in England 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
1 175 (12.08%) Apache Spark
2 132 (9.11%) SAS
3 68 (4.69%) Apache
4 20 (1.38%) Marvel
4 20 (1.38%) SharePoint
5 15 (1.04%) WordPress
6 14 (0.97%) Confluence
6 14 (0.97%) Elasticsearch
7 13 (0.90%) CMS
8 11 (0.76%) IIS
9 7 (0.48%) Apache Pig
9 7 (0.48%) Jupyter
10 6 (0.41%) EPiServer
10 6 (0.41%) Umbraco
11 5 (0.35%) Drupal
11 5 (0.35%) SharePoint 2010
11 5 (0.35%) SharePoint 2013
12 4 (0.28%) Apache Solr
12 4 (0.28%) Moodle
12 4 (0.28%) Oracle SOA Suite
Applications
1 153 (10.56%) Microsoft Excel
2 33 (2.28%) SPSS
3 28 (1.93%) Microsoft PowerPoint
4 27 (1.86%) InVision
5 26 (1.79%) Microsoft Office
6 23 (1.59%) Adobe Creative Suite
6 23 (1.59%) Adobe Illustrator
7 21 (1.45%) Photoshop
8 18 (1.24%) Adobe After Effects
9 11 (0.76%) Flinto
10 9 (0.62%) Stata
11 8 (0.55%) MS Visio
12 4 (0.28%) Microsoft Project
13 2 (0.14%) OmniGraffle
13 2 (0.14%) Spreadsheet
13 2 (0.14%) UXPin
14 1 (0.069%) CPLEX
14 1 (0.069%) GIMP
14 1 (0.069%) InDesign
Business Applications
1 8 (0.55%) Cognos Business Intelligence
2 6 (0.41%) SAP Hybris
2 6 (0.41%) SAP S/4HANA
3 5 (0.35%) Abakus
4 4 (0.28%) Raiser's Edge
5 2 (0.14%) WebTrends
6 1 (0.069%) Aareon QL
6 1 (0.069%) Actimize
6 1 (0.069%) Cognos TM1
6 1 (0.069%) Dynamics CRM
6 1 (0.069%) NetSuite
6 1 (0.069%) Unica
6 1 (0.069%) Workday HCM
Cloud Services
1 182 (12.56%) Microsoft Azure
2 73 (5.04%) Amazon AWS
3 60 (4.14%) Google Analytics
4 35 (2.42%) PaaS
5 25 (1.73%) IaaS
6 24 (1.66%) Azure Data Factory
7 21 (1.45%) Google Cloud Platform
8 20 (1.38%) Cloud Computing
9 18 (1.24%) Office 365
10 14 (0.97%) Dynamics 365
10 14 (0.97%) npm
11 12 (0.83%) SaaS
12 11 (0.76%) Data Lake Analytics
13 10 (0.69%) Adobe Analytics
13 10 (0.69%) GitHub
14 9 (0.62%) Google Tag Manager
15 5 (0.35%) AWS Lambda
15 5 (0.35%) Google Attribution 360
15 5 (0.35%) Heroku
16 4 (0.28%) Amazon EC2
Communications & Networking
1 27 (1.86%) Internet
2 9 (0.62%) Firewall
2 9 (0.62%) iBeacon
2 9 (0.62%) Wireless
3 7 (0.48%) Intrusion Detection
4 6 (0.41%) PPP
5 4 (0.28%) Wi-Fi
6 3 (0.21%) HTTP
6 3 (0.21%) SSL
6 3 (0.21%) Symposium
7 2 (0.14%) Broadband
7 2 (0.14%) DNS
7 2 (0.14%) HTTPS
7 2 (0.14%) Kerberos
7 2 (0.14%) LAN
7 2 (0.14%) PSTN
7 2 (0.14%) TCP/IP
7 2 (0.14%) WAN
8 1 (0.069%) Intranet
8 1 (0.069%) SMS
Database & Business Intelligence
1 518 (35.75%) Power BI
2 286 (19.74%) SQL Server
3 271 (18.70%) Data Warehouse
4 268 (18.50%) Big Data
5 265 (18.29%) QlikView
6 228 (15.73%) SQL Server Reporting Services
7 218 (15.04%) SQL Server Integration Services
8 210 (14.49%) Hadoop
9 164 (11.32%) SQL Server Analysis Services
10 124 (8.56%) Apache Hive
11 81 (5.59%) NoSQL
12 78 (5.38%) Spotfire
13 72 (4.97%) Data Mining
14 68 (4.69%) Relational Database
15 64 (4.42%) Text Mining
16 63 (4.35%) BusinessObjects
17 58 (4.00%) MySQL
18 52 (3.59%) SAP HANA
19 44 (3.04%) Data Lake
20 35 (2.42%) OLAP
Development Applications
1 107 (7.38%) Git (software)
2 33 (2.28%) JIRA
3 29 (2.00%) Jenkins
4 27 (1.86%) Visual Studio Team System
5 20 (1.38%) Visual Studio
6 19 (1.31%) webpack
7 16 (1.10%) Axure RP
8 15 (1.04%) Jasmine
8 15 (1.04%) Karma Test Runner
9 14 (0.97%) gulp
10 13 (0.90%) Gradle
11 12 (0.83%) Team Foundation Server
12 11 (0.76%) Cucumber
12 11 (0.76%) Grunt
12 11 (0.76%) SQL Server Management Studio (SSMS)
13 9 (0.62%) GitLab
13 9 (0.62%) Maven
13 9 (0.62%) Subversion
14 7 (0.48%) Octopus Deploy
14 7 (0.48%) Selenium
General
1 424 (29.26%) Finance
2 188 (12.97%) Retail
3 136 (9.39%) Telecoms
4 92 (6.35%) Banking
5 81 (5.59%) Marketing
6 43 (2.97%) Investment Banking
7 40 (2.76%) Advertising
8 39 (2.69%) Manufacturing
9 29 (2.00%) Automotive
10 21 (1.45%) Back Office
11 17 (1.17%) Games
12 15 (1.04%) Financial Institution
13 11 (0.76%) Electronics
13 11 (0.76%) Pharmaceutical
14 10 (0.69%) Publishing
15 9 (0.62%) Front Office
16 8 (0.55%) Legal
17 6 (0.41%) German Language
18 5 (0.35%) French Language
18 5 (0.35%) Local Government
Job Titles
1 364 (25.12%) Developer
2 305 (21.05%) Analyst
3 214 (14.77%) Data Scientist
4 146 (10.08%) Data Analyst
5 137 (9.45%) Business Intelligence Developer
6 123 (8.49%) Consultant
7 92 (6.35%) Business Intelligence Analyst
8 74 (5.11%) SQL Developer
9 73 (5.04%) Senior Data Scientist
10 71 (4.90%) Senior Developer
11 67 (4.62%) Architect
12 64 (4.42%) Data Consultant
12 64 (4.42%) Senior Analyst
13 62 (4.28%) Data Engineer
14 54 (3.73%) Designer
15 53 (3.66%) Data Architect
16 52 (3.59%) JavaScript Developer
17 50 (3.45%) Data Manager
18 47 (3.24%) Front End Developer (Client-Side Developer)
18 47 (3.24%) SSIS Developer
Libraries, Frameworks & Software Standards
1 131 (9.04%) CSS
2 129 (8.90%) HTML
3 105 (7.25%) D3.js
4 92 (6.35%) AngularJS
5 77 (5.31%) Natural Language Processing
6 61 (4.21%) React
7 56 (3.86%) .NET
7 56 (3.86%) Kafka
8 52 (3.59%) HTML5
9 43 (2.97%) ggplot
9 43 (2.97%) Node.js
10 39 (2.69%) Sass
11 37 (2.55%) Pandas
12 36 (2.48%) Vue.js
13 35 (2.42%) MDX
13 35 (2.42%) REST
14 30 (2.07%) CSS3
14 30 (2.07%) Redux
14 30 (2.07%) scikit-learn
15 28 (1.93%) NumPy
Miscellaneous
1 301 (20.77%) Analytical Skills
2 187 (12.91%) Algorithms
3 91 (6.28%) User Experience
4 53 (3.66%) Fintech
5 52 (3.59%) Mobile App
6 50 (3.45%) Data Structures
7 47 (3.24%) Social Network
8 42 (2.90%) Management Information System
9 31 (2.14%) Greenfield Project
9 31 (2.14%) Self-Motivation
10 26 (1.79%) Internet of Things
11 21 (1.45%) Social Media
12 19 (1.31%) Animation
13 16 (1.10%) Virtual Team
14 14 (0.97%) FMCG
15 13 (0.90%) Data Protection Act
16 12 (0.83%) Enterprise Software
16 12 (0.83%) Reinsurance
17 11 (0.76%) Credit Risk
18 10 (0.69%) Hedge funds
Operating Systems
1 28 (1.93%) Windows
2 27 (1.86%) Linux
3 20 (1.38%) Unix
4 16 (1.10%) Apple iOS
5 11 (0.76%) Android
6 10 (0.69%) Windows 10
7 6 (0.41%) Mac OS X
8 5 (0.35%) Red Hat Enterprise Linux
9 4 (0.28%) Windows Server
10 1 (0.069%) AIX
Processes & Methodologies
1 1,448 (99.93%) Visualisation
2 745 (51.41%) Business Intelligence
3 727 (50.17%) Analytics
4 410 (28.30%) Data Science
5 346 (23.88%) Agile Software Development
6 332 (22.91%) Machine Learning
7 252 (17.39%) Data Analysis
7 252 (17.39%) ETL
8 246 (16.98%) Data Analytics
9 244 (16.84%) Data Modelling
10 230 (15.87%) Mathematics
11 203 (14.01%) Problem-Solving
12 202 (13.94%) Artificial Intelligence
13 193 (13.32%) Statistics
14 190 (13.11%) Decision-Making
15 130 (8.97%) Data Engineering
16 127 (8.76%) Stakeholder Management
17 125 (8.63%) Data Management
17 125 (8.63%) Project Management
18 122 (8.42%) Software Engineering
Programming Languages
1 747 (51.55%) SQL
2 474 (32.71%) Python
3 321 (22.15%) R
4 191 (13.18%) JavaScript
5 188 (12.97%) Java
6 130 (8.97%) T-SQL
7 100 (6.90%) C#
8 84 (5.80%) C++
9 82 (5.66%) C
10 73 (5.04%) Scala
11 48 (3.31%) PHP
12 43 (2.97%) Data Analysis Expressions (DAX)
13 41 (2.83%) VBA
14 31 (2.14%) Ruby
15 26 (1.79%) TypeScript
16 25 (1.73%) MATLAB
17 23 (1.59%) Delphi
18 19 (1.31%) PowerShell
19 16 (1.10%) Go
19 16 (1.10%) VB
Qualifications
1 358 (24.71%) Degree
2 34 (2.35%) Computer Science Degree
3 31 (2.14%) Master's Degree
4 24 (1.66%) PhD
5 22 (1.52%) Numerate Degree
6 18 (1.24%) Security Cleared
7 17 (1.17%) SC Cleared
8 10 (0.69%) Microsoft Certification
9 9 (0.62%) DV Cleared
10 7 (0.48%) CISM
10 7 (0.48%) CISSP
11 6 (0.41%) PMI Certification
12 5 (0.35%) Postgraduate
13 4 (0.28%) DBS Check
14 3 (0.21%) MBA
15 2 (0.14%) MCDBA
15 2 (0.14%) MCSE
16 1 (0.069%) ACCA
16 1 (0.069%) CFA
16 1 (0.069%) MCSA
Quality Assurance & Compliance
1 116 (8.01%) Data Quality
2 52 (3.59%) QA
3 35 (2.42%) GDPR
4 21 (1.45%) Solvency II
5 20 (1.38%) Dodd-Frank
6 19 (1.31%) IFRS
7 11 (0.76%) FATCA
8 10 (0.69%) IFRS 9
9 7 (0.48%) ISO/IEC 27001
10 4 (0.28%) PMBOK
11 2 (0.14%) Actionable Recommendations
11 2 (0.14%) PCI DSS
11 2 (0.14%) SLA
12 1 (0.069%) Section 508
System Software
1 30 (2.07%) Docker
2 21 (1.45%) HDFS
3 6 (0.41%) Apache Flume
4 2 (0.14%) Apache ZooKeeper
5 1 (0.069%) Varnish
Systems Management
1 43 (2.97%) Hadoop YARN
2 18 (1.24%) Oozie
3 11 (0.76%) Puppet
4 9 (0.62%) Kibana
5 7 (0.48%) Terraform
6 4 (0.28%) Ansible
6 4 (0.28%) Microsoft Clustering
6 4 (0.28%) Opscode Chef
7 3 (0.21%) Kubernetes
8 1 (0.069%) Ambari
8 1 (0.069%) EMC NetWorker
8 1 (0.069%) ZABBIX
Vendors
1 671 (46.31%) Tableau
2 225 (15.53%) Microsoft
3 121 (8.35%) SAP
4 87 (6.00%) Oracle
5 86 (5.94%) Google
6 57 (3.93%) Adobe
7 39 (2.69%) Cognos
8 28 (1.93%) MicroStrategy
9 26 (1.79%) Alteryx
10 17 (1.17%) Talend
11 15 (1.04%) Informatica
12 13 (0.90%) Cloudera
12 13 (0.90%) Teradata
13 10 (0.69%) Salesforce.com
14 9 (0.62%) ESRI
14 9 (0.62%) IBM
15 8 (0.55%) Tealium
16 7 (0.48%) Mapbox
16 7 (0.48%) Rackspace
16 7 (0.48%) ServiceNow