Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 355 363 477
Rank change year-on-year +8 +114 +18
Permanent jobs citing Data Visualisation 1,389 1,483 1,130
As % of all permanent IT jobs advertised in England 0.91% 0.90% 0.62%
As % of the Processes & Methodologies category 1.00% 0.99% 0.69%
Number of salaries quoted 1,049 1,274 929
England median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% +10.00%
10th Percentile £35,000 £31,400 £35,000
90th Percentile £87,500 £84,000 £92,500
UK median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +10.00%

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 139,592 150,171 164,358
As % of all permanent IT jobs advertised in England 91.08% 91.55% 90.89%
Number of salaries quoted 111,980 119,328 138,229
England median annual salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +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 18 October 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 18 October 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 +1 762 £60,000 - 108
South East +60 234 £50,000 +5.26% 32
North of England +21 178 £45,000 - 24
North West +62 105 £47,500 +5.56% 10
Midlands -8 79 £45,000 +12.50% 11
East of England -19 70 £43,500 -0.57% 12
South West -2 63 £45,000 -10.00% 21
Yorkshire -14 63 £43,750 -2.78% 12
West Midlands +48 52 £42,500 +13.33% 8
East Midlands -39 27 £47,500 +18.75% 3
North East -11 10 £36,500 -36.52% 2
Data Visualisation
UK

For the 6 months to 18 October 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 1,389 (100.00%) Visualisation
2 714 (51.40%) SQL
3 704 (50.68%) Business Intelligence
4 649 (46.72%) Analytics
5 587 (42.26%) Tableau
6 451 (32.47%) Power BI
7 446 (32.11%) Python
8 378 (27.21%) Finance
9 350 (25.20%) Degree
9 350 (25.20%) Data Science
10 327 (23.54%) Agile Software Development
11 314 (22.61%) Machine Learning
12 294 (21.17%) SQL Server
13 293 (21.09%) Analytical Skills
14 289 (20.81%) R
15 275 (19.80%) ETL
16 251 (18.07%) Data Warehouse
17 247 (17.78%) Big Data
18 231 (16.63%) Microsoft
19 227 (16.34%) SQL Server Reporting Services
20 226 (16.27%) Data Analysis
21 220 (15.84%) Data Analytics
22 213 (15.33%) QlikView
23 212 (15.26%) SQL Server Integration Services
23 212 (15.26%) Data Modelling
24 207 (14.90%) Hadoop
25 201 (14.47%) JavaScript
26 191 (13.75%) Mathematics
27 186 (13.39%) Statistics
28 175 (12.60%) Java

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
1 154 (11.09%) Apache Spark
2 105 (7.56%) SAS
3 60 (4.32%) Apache
4 30 (2.16%) Elasticsearch
5 23 (1.66%) CMS
6 21 (1.51%) WordPress
7 19 (1.37%) Marvel
8 14 (1.01%) Confluence
9 13 (0.94%) EPiServer
10 12 (0.86%) Apache Solr
10 12 (0.86%) SharePoint
11 11 (0.79%) Apache Pig
11 11 (0.79%) IIS
12 10 (0.72%) Umbraco
13 6 (0.43%) Jupyter
14 4 (0.29%) Alfresco
14 4 (0.29%) Oracle SOA Suite
15 3 (0.22%) Apache Airflow
15 3 (0.22%) ArcGIS
16 1 (0.072%) Appian
Applications
1 160 (11.52%) Microsoft Excel
2 34 (2.45%) SPSS
3 31 (2.23%) Microsoft Office
3 31 (2.23%) Microsoft PowerPoint
4 24 (1.73%) InVision
5 18 (1.30%) Adobe Creative Suite
6 12 (0.86%) Adobe Illustrator
6 12 (0.86%) Photoshop
7 9 (0.65%) Adobe After Effects
7 9 (0.65%) MS Visio
8 5 (0.36%) Flinto
8 5 (0.36%) Microsoft Project
8 5 (0.36%) Stata
9 2 (0.14%) OmniGraffle
9 2 (0.14%) Spreadsheet
10 1 (0.072%) CPLEX
10 1 (0.072%) Fireworks
10 1 (0.072%) GIMP
10 1 (0.072%) Mingle
10 1 (0.072%) Weka
Business Applications
1 10 (0.72%) Abakus
2 9 (0.65%) SAP S/4HANA
3 8 (0.58%) Cognos Business Intelligence
4 4 (0.29%) SAP Hybris
5 3 (0.22%) Salesforce.com CRM
6 2 (0.14%) Actimize
6 2 (0.14%) Raiser's Edge
6 2 (0.14%) SAP BPC
7 1 (0.072%) Aareon QL
7 1 (0.072%) Cognos TM1
7 1 (0.072%) Dynamics CRM
7 1 (0.072%) Markit EDM
7 1 (0.072%) NetSuite
7 1 (0.072%) Oracle Financials
7 1 (0.072%) SAP GRC
7 1 (0.072%) SAP Oil and Gas
Cloud Services
1 164 (11.81%) Microsoft Azure
2 90 (6.48%) Amazon AWS
3 71 (5.11%) Google Analytics
4 32 (2.30%) PaaS
5 25 (1.80%) IaaS
6 22 (1.58%) SaaS
7 21 (1.51%) Azure Data Factory
7 21 (1.51%) Cloud Computing
8 18 (1.30%) Google Cloud Platform
9 17 (1.22%) Office 365
10 16 (1.15%) Adobe Analytics
10 16 (1.15%) npm
11 15 (1.08%) GitHub
12 11 (0.79%) Data Lake Analytics
13 10 (0.72%) Google Attribution 360
14 9 (0.65%) Google Tag Manager
15 6 (0.43%) Amazon EC2
15 6 (0.43%) Amazon Kinesis
15 6 (0.43%) AWS Lambda
15 6 (0.43%) Heroku
Communications & Networking
1 11 (0.79%) Firewall
2 9 (0.65%) iBeacon
2 9 (0.65%) Wireless
3 7 (0.50%) Intrusion Detection
3 7 (0.50%) SSL
4 6 (0.43%) Symposium
5 5 (0.36%) SMS
6 4 (0.29%) DNS
6 4 (0.29%) HTTP
6 4 (0.29%) HTTPS
6 4 (0.29%) LAN
6 4 (0.29%) TCP/IP
6 4 (0.29%) WAN
7 2 (0.14%) Kerberos
7 2 (0.14%) PSTN
7 2 (0.14%) Wi-Fi
8 1 (0.072%) Internet
8 1 (0.072%) IPsec
8 1 (0.072%) Network Security
Database & Business Intelligence
1 451 (32.47%) Power BI
2 294 (21.17%) SQL Server
3 251 (18.07%) Data Warehouse
4 247 (17.78%) Big Data
5 227 (16.34%) SQL Server Reporting Services
6 213 (15.33%) QlikView
7 212 (15.26%) SQL Server Integration Services
8 207 (14.90%) Hadoop
9 170 (12.24%) SQL Server Analysis Services
10 100 (7.20%) Apache Hive
11 75 (5.40%) Data Mining
12 73 (5.26%) MySQL
13 71 (5.11%) NoSQL
14 68 (4.90%) Spotfire
15 65 (4.68%) Relational Database
16 63 (4.54%) BusinessObjects
17 55 (3.96%) Text Mining
18 49 (3.53%) Data Lake
19 42 (3.02%) MongoDB
20 37 (2.66%) SAP HANA
Development Applications
1 107 (7.70%) Git (software)
2 42 (3.02%) Jenkins
3 37 (2.66%) JIRA
4 30 (2.16%) Visual Studio Team System
5 27 (1.94%) Visual Studio
6 19 (1.37%) Team Foundation Server
6 19 (1.37%) webpack
7 16 (1.15%) Jasmine
7 16 (1.15%) SQL Server Management Studio (SSMS)
8 15 (1.08%) Selenium
9 14 (1.01%) Gradle
9 14 (1.01%) gulp
10 13 (0.94%) Grunt
10 13 (0.94%) Karma Test Runner
11 12 (0.86%) Axure RP
11 12 (0.86%) Cucumber
12 10 (0.72%) TeamCity
13 9 (0.65%) Maven
14 8 (0.58%) Octopus Deploy
14 8 (0.58%) Subversion
General
1 378 (27.21%) Finance
2 124 (8.93%) Retail
3 90 (6.48%) Marketing
4 66 (4.75%) Banking
4 66 (4.75%) Telecoms
5 49 (3.53%) Advertising
6 31 (2.23%) Investment Banking
7 26 (1.87%) Manufacturing
8 24 (1.73%) Back Office
9 19 (1.37%) Financial Institution
10 14 (1.01%) Games
11 13 (0.94%) Electronics
11 13 (0.94%) Pharmaceutical
12 11 (0.79%) Legal
13 9 (0.65%) Law
14 7 (0.50%) Front Office
14 7 (0.50%) Publishing
15 5 (0.36%) French Language
15 5 (0.36%) German Language
16 4 (0.29%) Local Government
Job Titles
1 402 (28.94%) Developer
2 314 (22.61%) Analyst
3 191 (13.75%) Data Scientist
4 151 (10.87%) Business Intelligence Developer
5 138 (9.94%) Data Analyst
6 118 (8.50%) Consultant
7 95 (6.84%) Business Intelligence Analyst
8 77 (5.54%) SQL Developer
9 69 (4.97%) Senior Analyst
10 67 (4.82%) Data Engineer
11 66 (4.75%) Senior Data Scientist
12 64 (4.61%) Front End Developer (Client-Side Developer)
12 64 (4.61%) JavaScript Developer
13 63 (4.54%) Senior Developer
14 59 (4.25%) Data Consultant
15 55 (3.96%) Architect
16 53 (3.82%) SSIS Developer
17 45 (3.24%) Designer
17 45 (3.24%) SQL BI Developer
18 40 (2.88%) Junior
Libraries, Frameworks & Software Standards
1 133 (9.58%) HTML
2 130 (9.36%) CSS
3 104 (7.49%) AngularJS
4 95 (6.84%) D3.js
5 92 (6.62%) Natural Language Processing
6 69 (4.97%) .NET
6 69 (4.97%) React
7 67 (4.82%) HTML5
8 52 (3.74%) Sass
9 51 (3.67%) Kafka
10 43 (3.10%) Node.js
10 43 (3.10%) Pandas
11 42 (3.02%) jQuery
12 35 (2.52%) ASP.NET
12 35 (2.52%) scikit-learn
13 33 (2.38%) NumPy
13 33 (2.38%) TensorFlow
14 32 (2.30%) CSS3
14 32 (2.30%) Web Services
15 31 (2.23%) MLlib
Miscellaneous
1 293 (21.09%) Analytical Skills
2 156 (11.23%) Algorithms
3 137 (9.86%) Computer Science
4 118 (8.50%) User Experience
5 53 (3.82%) Mobile App
6 51 (3.67%) Data Structures
7 49 (3.53%) Fintech
8 45 (3.24%) Self-Motivation
9 44 (3.17%) Management Information System
10 36 (2.59%) Greenfield Project
11 30 (2.16%) Social Network
12 20 (1.44%) Analytical Mindset
13 17 (1.22%) Social Media
14 14 (1.01%) FMCG
15 13 (0.94%) Animation
15 13 (0.94%) Data Protection Act
16 12 (0.86%) Credit Risk
16 12 (0.86%) Hedge funds
16 12 (0.86%) Reinsurance
17 11 (0.79%) Graphic Design
Operating Systems
1 41 (2.95%) Windows
2 35 (2.52%) Linux
3 25 (1.80%) Unix
4 16 (1.15%) Apple iOS
5 12 (0.86%) Windows 10
6 11 (0.79%) Android
7 10 (0.72%) Mac OS X
8 5 (0.36%) Red Hat Enterprise Linux
8 5 (0.36%) Windows Server
9 1 (0.072%) AIX
Processes & Methodologies
1 1,389 (100.00%) Visualisation
2 704 (50.68%) Business Intelligence
3 649 (46.72%) Analytics
4 350 (25.20%) Data Science
5 327 (23.54%) Agile Software Development
6 314 (22.61%) Machine Learning
7 275 (19.80%) ETL
8 226 (16.27%) Data Analysis
9 220 (15.84%) Data Analytics
10 212 (15.26%) Data Modelling
11 191 (13.75%) Mathematics
12 186 (13.39%) Statistics
13 168 (12.10%) Problem-Solving
14 161 (11.59%) Decision-Making
15 122 (8.78%) Stakeholder Management
16 117 (8.42%) Data Management
17 109 (7.85%) Artificial Intelligence
18 106 (7.63%) Front End Development
19 98 (7.06%) Scrum
20 96 (6.91%) Project Management
Programming Languages
1 714 (51.40%) SQL
2 446 (32.11%) Python
3 289 (20.81%) R
4 201 (14.47%) JavaScript
5 175 (12.60%) Java
6 139 (10.01%) T-SQL
7 106 (7.63%) C#
8 67 (4.82%) C++
9 57 (4.10%) Scala
10 54 (3.89%) C
11 45 (3.24%) Data Analysis Expressions (DAX)
12 41 (2.95%) PHP
13 37 (2.66%) VBA
14 36 (2.59%) Ruby
15 31 (2.23%) TypeScript
16 29 (2.09%) MATLAB
17 22 (1.58%) VB
18 20 (1.44%) Go
19 19 (1.37%) Delphi
19 19 (1.37%) ES6
Qualifications
1 350 (25.20%) Degree
2 41 (2.95%) Computer Science Degree
3 34 (2.45%) Numerate Degree
4 30 (2.16%) Master's Degree
5 26 (1.87%) PhD
6 16 (1.15%) Security Cleared
7 13 (0.94%) SC Cleared
8 9 (0.65%) DV Cleared
8 9 (0.65%) Microsoft Certification
9 7 (0.50%) CISM
9 7 (0.50%) CISSP
10 4 (0.29%) Postgraduate
11 3 (0.22%) DBS Check
11 3 (0.22%) PMI Certification
12 2 (0.14%) CISA
12 2 (0.14%) TOGAF Certification
13 1 (0.072%) ACCA
13 1 (0.072%) ITIL Certification
13 1 (0.072%) MBA
13 1 (0.072%) Oracle Certification
Quality Assurance & Compliance
1 90 (6.48%) Data Quality
2 51 (3.67%) QA
3 32 (2.30%) GDPR
4 16 (1.15%) Solvency II
5 15 (1.08%) Dodd-Frank
5 15 (1.08%) IFRS
6 9 (0.65%) FATCA
6 9 (0.65%) IFRS 9
7 7 (0.50%) ISO/IEC 27001
8 5 (0.36%) Actionable Recommendations
9 4 (0.29%) PMBOK
10 2 (0.14%) PMO
11 1 (0.072%) Section 508
11 1 (0.072%) SLA
System Software
1 32 (2.30%) Docker
2 31 (2.23%) HDFS
3 10 (0.72%) Apache Flume
4 2 (0.14%) Apache ZooKeeper
Systems Management
1 26 (1.87%) Hadoop YARN
2 8 (0.58%) Kibana
2 8 (0.58%) Puppet
3 6 (0.43%) Kubernetes
4 4 (0.29%) Ambari
4 4 (0.29%) Ansible
4 4 (0.29%) Microsoft Clustering
4 4 (0.29%) Oozie
4 4 (0.29%) Opscode Chef
4 4 (0.29%) Terraform
5 2 (0.14%) EMC NetWorker
6 1 (0.072%) Mesos
6 1 (0.072%) Rancher
6 1 (0.072%) ZABBIX
Vendors
1 587 (42.26%) Tableau
2 231 (16.63%) Microsoft
3 100 (7.20%) Google
4 95 (6.84%) SAP
5 86 (6.19%) Oracle
6 56 (4.03%) Adobe
7 40 (2.88%) Cognos
8 33 (2.38%) Alteryx
9 30 (2.16%) Talend
10 25 (1.80%) Cloudera
11 23 (1.66%) MicroStrategy
12 19 (1.37%) Salesforce.com
13 16 (1.15%) Informatica
14 12 (0.86%) Teradata
15 11 (0.79%) DoubleClick
16 10 (0.72%) Convertro
16 10 (0.72%) MapR
16 10 (0.72%) Visual IQ
17 9 (0.65%) Vertica
17 9 (0.65%) WorldPay