Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 351 402 465
Rank change year-on-year +51 +63 +139
Permanent jobs citing Data Visualisation 1,428 1,232 1,287
As % of all permanent IT jobs advertised in England 0.87% 0.75% 0.65%
As % of the Processes & Methodologies category 0.97% 0.84% 0.73%
Number of salaries quoted 1,197 1,050 1,065
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £32,500 £33,750 £32,500
90th Percentile £87,500 £81,375 £82,500
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 147,670 146,543 176,127
As % of all permanent IT jobs advertised in England 89.88% 89.54% 88.84%
Number of salaries quoted 120,807 121,658 147,486
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,500 £28,500 £27,750
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

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 19 February 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 19 February 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 +17 781 £60,000 +4.35% 100
South East +82 215 £45,000 -14.29% 24
North of England +2 156 £42,500 -5.56% 23
East of England +29 154 £55,000 +37.50% 21
Yorkshire +8 79 £42,500 -5.56% 11
North West +7 70 £40,000 -11.11% 12
South West +22 66 £43,000 -4.44% 14
Midlands +5 54 £34,500 -18.82% 9
West Midlands +9 36 £42,500 -15.00% 5
East Midlands +3 18 £30,000 -25.00% 4
North East -14 10 £48,750 +30.00%
Data Visualisation
UK

For the 6 months to 19 February 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 1,425 (99.79%) Visualisation
2 737 (51.61%) SQL
3 679 (47.55%) Business Intelligence
4 602 (42.16%) Analytics
5 586 (41.04%) Tableau
6 427 (29.90%) Python
7 384 (26.89%) SQL Server
8 380 (26.61%) Degree
9 362 (25.35%) Big Data
10 355 (24.86%) Data Warehouse
11 349 (24.44%) Power BI
12 334 (23.39%) Microsoft
13 322 (22.55%) ETL
14 318 (22.27%) Analytical Skills
15 311 (21.78%) Finance
16 304 (21.29%) Agile Software Development
17 276 (19.33%) JavaScript
17 276 (19.33%) Data Science
18 248 (17.37%) Machine Learning
19 246 (17.23%) SQL Server Integration Services
20 245 (17.16%) SQL Server Reporting Services
21 244 (17.09%) QlikView
22 241 (16.88%) Hadoop
23 233 (16.32%) Data Analytics
24 219 (15.34%) R
25 218 (15.27%) HTML
26 214 (14.99%) Data Modelling
26 214 (14.99%) Computer Science
27 205 (14.36%) Mathematics
28 200 (14.01%) Apache Spark

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
1 200 (14.01%) Apache Spark
2 144 (10.08%) SAS
3 57 (3.99%) Elasticsearch
4 53 (3.71%) Apache Pig
5 38 (2.66%) Apache
6 11 (0.77%) Confluence
7 10 (0.70%) WordPress
8 9 (0.63%) Apache Solr
9 8 (0.56%) CMS
9 8 (0.56%) JBoss
10 7 (0.49%) nginx
10 7 (0.49%) Oracle SOA Suite
11 6 (0.42%) WildFly
12 5 (0.35%) SharePoint
13 4 (0.28%) BizTalk Server
13 4 (0.28%) Drupal
13 4 (0.28%) Jetty
13 4 (0.28%) Tomcat
13 4 (0.28%) WebLogic
14 3 (0.21%) IPython
Applications
1 150 (10.50%) Microsoft Excel
2 66 (4.62%) SPSS
3 20 (1.40%) Photoshop
4 15 (1.05%) Weka
5 14 (0.98%) Microsoft Office
5 14 (0.98%) Microsoft PowerPoint
6 10 (0.70%) Adobe Illustrator
7 9 (0.63%) Stata
8 6 (0.42%) Adobe Creative Suite
8 6 (0.42%) Adobe Premiere
8 6 (0.42%) Mathematica
9 5 (0.35%) InDesign
10 4 (0.28%) Adobe After Effects
11 3 (0.21%) InVision
12 2 (0.14%) MS Visio
13 1 (0.070%) AutoCAD
Business Applications
1 14 (0.98%) Cognos Business Intelligence
2 10 (0.70%) Dynamics CRM
3 8 (0.56%) WebTrends
4 7 (0.49%) Dynamics AX
5 6 (0.42%) Relativity
6 4 (0.28%) Adobe Campaign
6 4 (0.28%) Eloqua
6 4 (0.28%) NetSuite
6 4 (0.28%) Oracle 11i
6 4 (0.28%) Oracle Assets
6 4 (0.28%) Oracle EBS
6 4 (0.28%) Oracle EBS R12
6 4 (0.28%) Oracle General Ledger
6 4 (0.28%) Oracle iProcurement
6 4 (0.28%) Oracle Payables
6 4 (0.28%) Oracle Receivables
6 4 (0.28%) SAP Business ByDesign
6 4 (0.28%) SAP Business One
7 2 (0.14%) SAP PM
7 2 (0.14%) Unit4 Business World
Cloud Services
1 180 (12.61%) Microsoft Azure
2 136 (9.52%) Amazon AWS
3 41 (2.87%) Azure Data Factory
4 39 (2.73%) GitHub
4 39 (2.73%) Google Analytics
5 36 (2.52%) Google Cloud Platform
6 35 (2.45%) SaaS
7 30 (2.10%) Amazon Kinesis
8 29 (2.03%) Amazon EMR
9 25 (1.75%) Azure Machine Learning
10 21 (1.47%) Adobe Analytics
11 14 (0.98%) npm
12 13 (0.91%) Amazon EC2
13 12 (0.84%) Virtual Private Cloud
14 10 (0.70%) PaaS
15 9 (0.63%) IaaS
16 8 (0.56%) Salesforce Sales Cloud
17 5 (0.35%) Amazon S3
17 5 (0.35%) Office 365
17 5 (0.35%) Salesforce Service Cloud
Communications & Networking
1 15 (1.05%) Internet
2 12 (0.84%) SSL
3 7 (0.49%) Broadband
4 6 (0.42%) SMS
5 5 (0.35%) PSTN
5 5 (0.35%) Wi-Fi
6 4 (0.28%) HTTP
6 4 (0.28%) LAN
6 4 (0.28%) TCP/IP
6 4 (0.28%) WAN
7 3 (0.21%) Firewall
7 3 (0.21%) Kerberos
8 2 (0.14%) GPRS
8 2 (0.14%) GSM
8 2 (0.14%) LTE
8 2 (0.14%) Radio Access Network
8 2 (0.14%) Symposium
8 2 (0.14%) UMTS
8 2 (0.14%) Wireless
9 1 (0.070%) Cisco ASA
Database & Business Intelligence
1 384 (26.89%) SQL Server
2 362 (25.35%) Big Data
3 355 (24.86%) Data Warehouse
4 349 (24.44%) Power BI
5 246 (17.23%) SQL Server Integration Services
6 245 (17.16%) SQL Server Reporting Services
7 244 (17.09%) QlikView
8 241 (16.88%) Hadoop
9 193 (13.52%) SQL Server Analysis Services
10 171 (11.97%) NoSQL
11 123 (8.61%) Relational Database
12 103 (7.21%) MongoDB
13 100 (7.00%) Data Mining
14 96 (6.72%) Apache Hive
15 82 (5.74%) Spotfire
16 74 (5.18%) MySQL
17 64 (4.48%) Amazon Redshift
18 61 (4.27%) OLAP
19 57 (3.99%) BusinessObjects
20 53 (3.71%) Apache Cassandra
Development Applications
1 66 (4.62%) Git (software)
2 39 (2.73%) Team Foundation Server
3 37 (2.59%) JIRA
4 35 (2.45%) webpack
5 29 (2.03%) Visual Studio
6 26 (1.82%) gulp
7 25 (1.75%) Grunt
7 25 (1.75%) Jenkins
8 17 (1.19%) Visual Studio Team System
9 16 (1.12%) Cucumber
9 16 (1.12%) Gradle
10 14 (0.98%) Jasmine
11 12 (0.84%) Karma Test Runner
11 12 (0.84%) Subversion
12 11 (0.77%) Selenium
13 8 (0.56%) Vagrant
14 7 (0.49%) ERwin
15 6 (0.42%) SQL Server Management Studio (SSMS)
16 5 (0.35%) Mocha
16 5 (0.35%) PhantomJS
General
1 311 (21.78%) Finance
2 134 (9.38%) Marketing
3 85 (5.95%) Banking
4 82 (5.74%) Retail
5 67 (4.69%) Advertising
6 30 (2.10%) Publishing
7 28 (1.96%) Games
7 28 (1.96%) Telecoms
8 26 (1.82%) Investment Banking
9 24 (1.68%) Automotive
10 19 (1.33%) Electronics
10 19 (1.33%) Pharmaceutical
11 18 (1.26%) Military
12 13 (0.91%) Law
13 12 (0.84%) Legal
14 9 (0.63%) Front Office
15 8 (0.56%) Financial Institution
15 8 (0.56%) Manufacturing
16 5 (0.35%) Retail Banking
17 3 (0.21%) French Language
Job Titles
1 488 (34.17%) Developer
2 246 (17.23%) Analyst
3 190 (13.31%) Business Intelligence Developer
4 133 (9.31%) Consultant
5 128 (8.96%) Data Scientist
6 105 (7.35%) Architect
7 95 (6.65%) Data Analyst
8 92 (6.44%) Business Intelligence Analyst
9 85 (5.95%) SQL Developer
10 79 (5.53%) Business Intelligence Consultant
11 76 (5.32%) Data Engineer
12 67 (4.69%) Front End Developer (Client-Side Developer)
13 58 (4.06%) JavaScript Developer
13 58 (4.06%) SQL BI Developer
14 55 (3.85%) Business Developer
15 48 (3.36%) Full Stack Developer
15 48 (3.36%) Senior Developer
16 42 (2.94%) Data Architect
16 42 (2.94%) Lead Developer
16 42 (2.94%) SSIS Developer
Libraries, Frameworks & Software Standards
1 218 (15.27%) HTML
2 197 (13.80%) CSS
3 152 (10.64%) AngularJS
4 135 (9.45%) React
5 108 (7.56%) .NET
6 98 (6.86%) D3.js
7 88 (6.16%) Node.js
8 80 (5.60%) HTML5
9 66 (4.62%) Web Services
10 58 (4.06%) Kafka
10 58 (4.06%) RESTful
11 50 (3.50%) Natural Language Processing
12 46 (3.22%) Pandas
13 38 (2.66%) Angular 2
14 34 (2.38%) ASP.NET
14 34 (2.38%) NumPy
15 33 (2.31%) Redux
16 32 (2.24%) MDX
17 31 (2.17%) XML
18 29 (2.03%) Twitter Bootstrap
Miscellaneous
1 318 (22.27%) Analytical Skills
2 214 (14.99%) Computer Science
3 121 (8.47%) User Experience
4 110 (7.70%) Algorithms
5 69 (4.83%) Management Information System
6 49 (3.43%) Mobile App
7 34 (2.38%) Data Structures
8 32 (2.24%) Fintech
8 32 (2.24%) Greenfield Project
9 27 (1.89%) Analytical Mindset
10 23 (1.61%) Social Media
11 22 (1.54%) Data Centre
12 19 (1.33%) Clustering
13 18 (1.26%) Robotics
14 16 (1.12%) Life Science
14 16 (1.12%) Social Network
15 13 (0.91%) Credit Risk
16 12 (0.84%) Linux Command Line
17 11 (0.77%) Bitcoin
17 11 (0.77%) Reinsurance
Operating Systems
1 79 (5.53%) Linux
2 33 (2.31%) Windows
3 17 (1.19%) Android
4 16 (1.12%) Apple iOS
4 16 (1.12%) Unix
5 14 (0.98%) Windows 10
6 4 (0.28%) Debian
7 3 (0.21%) Windows Server
8 2 (0.14%) Windows Server 2008
8 2 (0.14%) Windows Server 2012
9 1 (0.070%) CentOS
9 1 (0.070%) Red Hat Enterprise Linux
9 1 (0.070%) Ubuntu
Processes & Methodologies
1 1,425 (99.79%) Visualisation
2 679 (47.55%) Business Intelligence
3 602 (42.16%) Analytics
4 322 (22.55%) ETL
5 304 (21.29%) Agile Software Development
6 276 (19.33%) Data Science
7 248 (17.37%) Machine Learning
8 233 (16.32%) Data Analytics
9 214 (14.99%) Data Modelling
10 205 (14.36%) Mathematics
11 192 (13.45%) Data Analysis
12 184 (12.89%) Statistics
13 149 (10.43%) Stakeholder Management
14 124 (8.68%) Data Management
15 108 (7.56%) Scrum
16 106 (7.42%) Software Engineering
17 95 (6.65%) Front End Development
18 84 (5.88%) Open Source
19 83 (5.81%) Data Architecture
20 68 (4.76%) Business Analytics
Programming Languages
1 737 (51.61%) SQL
2 427 (29.90%) Python
3 276 (19.33%) JavaScript
4 219 (15.34%) R
5 198 (13.87%) Java
6 169 (11.83%) T-SQL
7 106 (7.42%) C#
8 87 (6.09%) Scala
9 59 (4.13%) VBA
10 51 (3.57%) PHP
11 47 (3.29%) MATLAB
12 46 (3.22%) Ruby
13 45 (3.15%) C++
14 36 (2.52%) C
14 36 (2.52%) TypeScript
15 35 (2.45%) Data Analysis Expressions (DAX)
16 26 (1.82%) PowerShell
17 21 (1.47%) ES6
17 21 (1.47%) VB
18 17 (1.19%) Perl
Qualifications
1 380 (26.61%) Degree
2 61 (4.27%) PhD
3 34 (2.38%) Numerate Degree
4 31 (2.17%) Computer Science Degree
5 27 (1.89%) Security Cleared
6 25 (1.75%) Microsoft Certification
7 20 (1.40%) Master's Degree
8 14 (0.98%) Postgraduate
9 13 (0.91%) SC Cleared
10 8 (0.56%) ISTQB
10 8 (0.56%) MBA
11 5 (0.35%) Analytics IQ
12 4 (0.28%) ISEB
12 4 (0.28%) MCSD
12 4 (0.28%) Microsoft Certified Architect
12 4 (0.28%) PRINCE2 Certification
13 3 (0.21%) MCP
13 3 (0.21%) MCSA
13 3 (0.21%) PMI Certification
14 2 (0.14%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 86 (6.02%) Data Quality
2 57 (3.99%) QA
3 26 (1.82%) GDPR
4 13 (0.91%) SLA
5 12 (0.84%) GCP
6 11 (0.77%) MiFID
7 10 (0.70%) CRD IV
7 10 (0.70%) EMIR
8 5 (0.35%) Solvency II
9 4 (0.28%) Actionable Recommendations
9 4 (0.28%) PMO
10 3 (0.21%) COSHH
11 2 (0.14%) ISO/IEC 27001
11 2 (0.14%) WCAG
12 1 (0.070%) Dodd-Frank
12 1 (0.070%) FATCA
12 1 (0.070%) IFRS
12 1 (0.070%) ISO 14001
12 1 (0.070%) PCI DSS
12 1 (0.070%) Val IT
System Software
1 62 (4.34%) Docker
2 33 (2.31%) HDFS
3 26 (1.82%) Apache Flume
4 10 (0.70%) Apache ZooKeeper
5 5 (0.35%) VMware Infrastructure
6 3 (0.21%) KVM
7 2 (0.14%) Active Directory
7 2 (0.14%) Hyper-V
7 2 (0.14%) Virtual Machines
8 1 (0.070%) GridGain
8 1 (0.070%) NFS
Systems Management
1 20 (1.40%) Oozie
2 12 (0.84%) Nagios
2 12 (0.84%) Puppet
3 9 (0.63%) Kibana
4 8 (0.56%) Hadoop YARN
4 8 (0.56%) Terraform
4 8 (0.56%) ZABBIX
5 5 (0.35%) Grafana
5 5 (0.35%) Systems Management Server (SMS)
6 4 (0.28%) Single Sign-On
7 3 (0.21%) Ansible
7 3 (0.21%) Kubernetes
7 3 (0.21%) Rundeck
8 2 (0.14%) Ambari
8 2 (0.14%) Opscode Chef
8 2 (0.14%) SCCM
8 2 (0.14%) SCOM
8 2 (0.14%) WSUS
9 1 (0.070%) Control-M
9 1 (0.070%) EMC NetWorker
Vendors
1 586 (41.04%) Tableau
2 334 (23.39%) Microsoft
3 139 (9.73%) Oracle
4 112 (7.84%) Google
5 69 (4.83%) Alteryx
6 66 (4.62%) SAP
7 55 (3.85%) Cognos
8 49 (3.43%) Adobe
9 40 (2.80%) IBM
10 38 (2.66%) MicroStrategy
10 38 (2.66%) Teradata
11 37 (2.59%) Cloudera
12 34 (2.38%) Talend
13 32 (2.24%) Cisco
14 30 (2.10%) Salesforce.com
15 26 (1.82%) Atlassian
16 25 (1.75%) Hortonworks
17 21 (1.47%) Informatica
18 19 (1.33%) Vertica
19 15 (1.05%) Twitter