Period
to 17 August 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 17 August 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 372 357 454
Rank change year-on-year -15 +97 +59
Permanent jobs citing Data Visualisation 1,345 1,530 1,248
As % of all permanent IT jobs advertised in England 0.85% 0.92% 0.67%
As % of the Processes & Methodologies category 0.93% 1.01% 0.74%
Number of salaries quoted 1,032 1,319 1,067
England median annual salary £55,000 £55,000 £55,000
10th Percentile £33,750 £32,500 £35,000
90th Percentile £87,500 £84,000 £85,000
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 144,969 151,638 169,452
As % of all permanent IT jobs advertised in England 91.15% 91.51% 90.84%
Number of salaries quoted 116,288 121,556 143,013
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 17 August 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 17 August 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 -19 746 £60,000 -4.00% 115
North of England +58 190 £45,000 - 27
South East -15 173 £50,000 +4.17% 29
North West +68 118 £45,000 +1.12% 16
East of England +14 94 £52,500 +31.25% 10
Midlands -27 74 £47,500 +18.75% 12
Yorkshire +8 62 £42,500 -5.56% 10
South West -1 59 £45,000 -6.25% 14
West Midlands +48 51 £50,000 +31.58% 8
East Midlands -43 23 £42,500 +6.25% 4
North East -22 10 £37,500 -31.82% 1
Data Visualisation
UK

For the 6 months to 17 August 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 1,345 (100.00%) Visualisation
2 703 (52.27%) SQL
3 688 (51.15%) Business Intelligence
4 625 (46.47%) Analytics
5 521 (38.74%) Tableau
6 389 (28.92%) Python
7 377 (28.03%) Power BI
8 326 (24.24%) Degree
9 319 (23.72%) SQL Server
10 310 (23.05%) Machine Learning
11 301 (22.38%) Analytical Skills
11 301 (22.38%) ETL
12 299 (22.23%) Data Science
13 288 (21.41%) Agile Software Development
14 284 (21.12%) Finance
15 278 (20.67%) Microsoft
16 276 (20.52%) Data Warehouse
16 276 (20.52%) Big Data
17 249 (18.51%) SQL Server Integration Services
18 245 (18.22%) SQL Server Reporting Services
19 233 (17.32%) R
20 226 (16.80%) Data Analytics
21 225 (16.73%) Hadoop
22 215 (15.99%) Data Analysis
23 212 (15.76%) SQL Server Analysis Services
24 197 (14.65%) QlikView
25 193 (14.35%) Microsoft Excel
26 176 (13.09%) Computer Science
26 176 (13.09%) Java
27 175 (13.01%) Microsoft Azure

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
1 137 (10.19%) Apache Spark
2 94 (6.99%) SAS
3 55 (4.09%) Elasticsearch
4 39 (2.90%) Apache
5 28 (2.08%) Apache Solr
6 22 (1.64%) CMS
7 20 (1.49%) Apache Pig
8 15 (1.12%) SharePoint
9 14 (1.04%) WordPress
10 13 (0.97%) Confluence
11 10 (0.74%) EPiServer
12 8 (0.59%) Marvel
13 7 (0.52%) Umbraco
14 5 (0.37%) IIS
15 4 (0.30%) Alfresco
15 4 (0.30%) Jupyter
16 3 (0.22%) Apache Airflow
17 2 (0.15%) JBoss
17 2 (0.15%) Oracle SOA Suite
18 1 (0.074%) Tomcat
Applications
1 193 (14.35%) Microsoft Excel
2 45 (3.35%) Microsoft Office
3 43 (3.20%) Microsoft PowerPoint
4 33 (2.45%) SPSS
5 14 (1.04%) MS Visio
6 13 (0.97%) Adobe Creative Suite
7 11 (0.82%) InVision
8 9 (0.67%) Photoshop
9 8 (0.59%) Adobe Illustrator
10 7 (0.52%) Microsoft Project
11 5 (0.37%) Stata
12 2 (0.15%) Adobe After Effects
12 2 (0.15%) Adobe Premiere
12 2 (0.15%) CPLEX
12 2 (0.15%) InDesign
12 2 (0.15%) Mathematica
12 2 (0.15%) Spreadsheet
12 2 (0.15%) Weka
13 1 (0.074%) GIMP
13 1 (0.074%) Mingle
Business Applications
1 12 (0.89%) Abakus
2 9 (0.67%) SAP S/4HANA
3 8 (0.59%) Cognos Business Intelligence
4 5 (0.37%) SAP BPC
5 4 (0.30%) Dynamics CRM
6 3 (0.22%) Actimize
6 3 (0.22%) Oracle Financials
6 3 (0.22%) Salesforce.com CRM
6 3 (0.22%) SAP GRC
6 3 (0.22%) SAP Oil and Gas
7 1 (0.074%) Aareon QL
7 1 (0.074%) Cognos TM1
7 1 (0.074%) Hyperion Planning
7 1 (0.074%) Markit EDM
7 1 (0.074%) Oracle AML
7 1 (0.074%) Raiser's Edge
7 1 (0.074%) SAP Hybris
7 1 (0.074%) Unit4 Business World
Cloud Services
1 175 (13.01%) Microsoft Azure
2 104 (7.73%) Amazon AWS
3 57 (4.24%) Google Analytics
4 41 (3.05%) Azure Data Factory
5 32 (2.38%) Adobe Analytics
6 27 (2.01%) PaaS
7 26 (1.93%) GitHub
8 22 (1.64%) SaaS
9 21 (1.56%) IaaS
10 20 (1.49%) Cloud Computing
11 16 (1.19%) npm
12 15 (1.12%) Amazon EMR
12 15 (1.12%) Google Cloud Platform
13 14 (1.04%) Amazon Kinesis
14 12 (0.89%) Google Attribution 360
15 11 (0.82%) Amazon S3
15 11 (0.82%) Office 365
15 11 (0.82%) Salesforce Sales Cloud
15 11 (0.82%) Salesforce Service Cloud
16 9 (0.67%) Heroku
Communications & Networking
1 14 (1.04%) SSL
2 12 (0.89%) Symposium
3 8 (0.59%) DNS
4 6 (0.45%) SMS
5 4 (0.30%) BGP
5 4 (0.30%) Firewall
5 4 (0.30%) HTTP
5 4 (0.30%) HTTPS
5 4 (0.30%) iBeacon
5 4 (0.30%) LAN
5 4 (0.30%) OSPF
5 4 (0.30%) TCP/IP
5 4 (0.30%) WAN
5 4 (0.30%) Wireless
6 2 (0.15%) Bluetooth
6 2 (0.15%) Internet
7 1 (0.074%) Broadband
7 1 (0.074%) Intranet
7 1 (0.074%) IPsec
7 1 (0.074%) Kerberos
Database & Business Intelligence
1 377 (28.03%) Power BI
2 319 (23.72%) SQL Server
3 276 (20.52%) Big Data
3 276 (20.52%) Data Warehouse
4 249 (18.51%) SQL Server Integration Services
5 245 (18.22%) SQL Server Reporting Services
6 225 (16.73%) Hadoop
7 212 (15.76%) SQL Server Analysis Services
8 197 (14.65%) QlikView
9 80 (5.95%) Apache Hive
10 78 (5.80%) NoSQL
11 70 (5.20%) Data Lake
11 70 (5.20%) Data Mining
12 69 (5.13%) MySQL
13 59 (4.39%) Relational Database
14 55 (4.09%) BusinessObjects
15 54 (4.01%) MongoDB
15 54 (4.01%) OLAP
16 51 (3.79%) HBase
17 48 (3.57%) Spotfire
Development Applications
1 80 (5.95%) Git (software)
2 40 (2.97%) JIRA
3 34 (2.53%) Jenkins
4 25 (1.86%) SQL Server Management Studio (SSMS)
5 24 (1.78%) Visual Studio Team System
6 20 (1.49%) Visual Studio
7 17 (1.26%) Jasmine
8 16 (1.19%) Gradle
9 15 (1.12%) Team Foundation Server
10 14 (1.04%) Cucumber
10 14 (1.04%) Karma Test Runner
10 14 (1.04%) Selenium
10 14 (1.04%) webpack
11 11 (0.82%) TeamCity
12 9 (0.67%) CasperJS
12 9 (0.67%) Grunt
12 9 (0.67%) PhantomJS
13 8 (0.59%) gulp
14 7 (0.52%) Octopus Deploy
15 6 (0.45%) ERwin
General
1 284 (21.12%) Finance
2 117 (8.70%) Marketing
3 82 (6.10%) Advertising
4 79 (5.87%) Retail
5 68 (5.06%) Banking
6 40 (2.97%) Investment Banking
7 23 (1.71%) Financial Institution
7 23 (1.71%) Pharmaceutical
8 20 (1.49%) Telecoms
9 17 (1.26%) Electronics
10 16 (1.19%) Manufacturing
11 13 (0.97%) Back Office
12 11 (0.82%) Games
13 10 (0.74%) Publishing
14 9 (0.67%) Law
14 9 (0.67%) Legal
15 6 (0.45%) Multimedia
16 5 (0.37%) Front Office
17 4 (0.30%) Automotive
17 4 (0.30%) Local Government
Job Titles
1 397 (29.52%) Developer
2 333 (24.76%) Analyst
3 177 (13.16%) Business Intelligence Developer
4 160 (11.90%) Data Scientist
5 142 (10.56%) Data Analyst
6 134 (9.96%) Consultant
7 97 (7.21%) Business Intelligence Analyst
8 78 (5.80%) SQL Developer
9 75 (5.58%) Senior Analyst
10 62 (4.61%) Data Engineer
11 58 (4.31%) Data Consultant
12 56 (4.16%) SSIS Developer
13 50 (3.72%) Front End Developer (Client-Side Developer)
14 49 (3.64%) JavaScript Developer
14 49 (3.64%) SQL BI Developer
15 47 (3.49%) Senior Developer
16 46 (3.42%) Senior Data Scientist
17 43 (3.20%) Architect
18 42 (3.12%) Analytics Manager
19 40 (2.97%) SSRS Developer
Libraries, Frameworks & Software Standards
1 112 (8.33%) HTML
2 102 (7.58%) Natural Language Processing
3 98 (7.29%) CSS
4 89 (6.62%) AngularJS
5 85 (6.32%) D3.js
6 73 (5.43%) .NET
7 62 (4.61%) HTML5
8 57 (4.24%) React
9 53 (3.94%) Node.js
9 53 (3.94%) Web Services
10 51 (3.79%) RESTful
11 47 (3.49%) Pandas
12 38 (2.83%) NumPy
13 37 (2.75%) Sass
13 37 (2.75%) TensorFlow
14 36 (2.68%) Kafka
14 36 (2.68%) scikit-learn
15 35 (2.60%) jQuery
15 35 (2.60%) MLlib
16 34 (2.53%) XML
Miscellaneous
1 301 (22.38%) Analytical Skills
2 176 (13.09%) Computer Science
3 119 (8.85%) User Experience
4 111 (8.25%) Algorithms
5 55 (4.09%) Data Structures
6 47 (3.49%) Fintech
6 47 (3.49%) Mobile App
7 44 (3.27%) Management Information System
8 43 (3.20%) Self-Motivation
9 32 (2.38%) Greenfield Project
10 22 (1.64%) Analytical Mindset
11 15 (1.12%) Life Science
12 14 (1.04%) FMCG
13 12 (0.89%) Biotechnology
13 12 (0.89%) Digital Media
13 12 (0.89%) Social Media
13 12 (0.89%) Social Network
14 11 (0.82%) Clustering
14 11 (0.82%) Data Centre
14 11 (0.82%) Graphic Design
Operating Systems
1 46 (3.42%) Linux
2 44 (3.27%) Windows
3 26 (1.93%) Unix
4 14 (1.04%) Windows 10
5 13 (0.97%) Apple iOS
6 10 (0.74%) Android
7 7 (0.52%) Mac OS X
8 1 (0.074%) AIX
8 1 (0.074%) Fedora
8 1 (0.074%) Red Hat Enterprise Linux
8 1 (0.074%) Ubuntu
8 1 (0.074%) Windows Server
Processes & Methodologies
1 1,345 (100.00%) Visualisation
2 688 (51.15%) Business Intelligence
3 625 (46.47%) Analytics
4 310 (23.05%) Machine Learning
5 301 (22.38%) ETL
6 299 (22.23%) Data Science
7 288 (21.41%) Agile Software Development
8 226 (16.80%) Data Analytics
9 215 (15.99%) Data Analysis
10 174 (12.94%) Statistics
11 172 (12.79%) Data Modelling
12 163 (12.12%) Problem-Solving
13 156 (11.60%) Mathematics
14 126 (9.37%) Decision-Making
15 112 (8.33%) Stakeholder Management
16 95 (7.06%) Data Management
17 87 (6.47%) Front End Development
17 87 (6.47%) Software Engineering
18 85 (6.32%) Mentoring
19 81 (6.02%) Scrum
Programming Languages
1 703 (52.27%) SQL
2 389 (28.92%) Python
3 233 (17.32%) R
4 176 (13.09%) Java
5 173 (12.86%) T-SQL
6 170 (12.64%) JavaScript
7 96 (7.14%) C#
8 64 (4.76%) Scala
9 63 (4.68%) Data Analysis Expressions (DAX)
10 57 (4.24%) VBA
11 54 (4.01%) C++
12 52 (3.87%) MATLAB
13 46 (3.42%) C
14 35 (2.60%) Ruby
15 30 (2.23%) TypeScript
16 24 (1.78%) PHP
16 24 (1.78%) PowerShell
16 24 (1.78%) VB
17 22 (1.64%) Go
18 16 (1.19%) ES6
Qualifications
1 326 (24.24%) Degree
2 50 (3.72%) Numerate Degree
3 42 (3.12%) PhD
4 37 (2.75%) Computer Science Degree
5 19 (1.41%) Microsoft Certification
6 18 (1.34%) Security Cleared
7 16 (1.19%) Master's Degree
8 13 (0.97%) SC Cleared
9 10 (0.74%) TOGAF Certification
10 4 (0.30%) CISA
10 4 (0.30%) MCSD
10 4 (0.30%) MCSE
10 4 (0.30%) Microsoft Certified Architect
11 3 (0.22%) Oracle Certification
11 3 (0.22%) PMI Certification
12 2 (0.15%) DV Cleared
12 2 (0.15%) MBA
13 1 (0.074%) ACCA
13 1 (0.074%) APMP
13 1 (0.074%) ITIL Certification
Quality Assurance & Compliance
1 93 (6.91%) Data Quality
2 49 (3.64%) QA
3 22 (1.64%) GDPR
4 11 (0.82%) Dodd-Frank
4 11 (0.82%) IFRS
4 11 (0.82%) Solvency II
5 7 (0.52%) FATCA
5 7 (0.52%) IFRS 9
6 6 (0.45%) Actionable Recommendations
7 5 (0.37%) GCP
8 4 (0.30%) SLA
9 2 (0.15%) PMO
10 1 (0.074%) PMBOK
10 1 (0.074%) Section 508
System Software
1 47 (3.49%) HDFS
2 46 (3.42%) Docker
3 8 (0.59%) Apache Flume
4 4 (0.30%) Virtual Machines
5 3 (0.22%) Apache ZooKeeper
Systems Management
1 15 (1.12%) Ambari
2 11 (0.82%) Kibana
3 6 (0.45%) Kubernetes
3 6 (0.45%) Puppet
4 5 (0.37%) Terraform
5 4 (0.30%) Single Sign-On
6 3 (0.22%) Ansible
7 2 (0.15%) EMC NetWorker
7 2 (0.15%) Hadoop YARN
7 2 (0.15%) Nagios
7 2 (0.15%) Oozie
7 2 (0.15%) Systems Management Server (SMS)
7 2 (0.15%) ZABBIX
8 1 (0.074%) Fluentd
8 1 (0.074%) linkerd
8 1 (0.074%) Mesos
8 1 (0.074%) Opscode Chef
8 1 (0.074%) Prometheus
8 1 (0.074%) Rancher
8 1 (0.074%) Zipkin
Vendors
1 521 (38.74%) Tableau
2 278 (20.67%) Microsoft
3 109 (8.10%) Oracle
4 90 (6.69%) Google
5 64 (4.76%) Alteryx
6 62 (4.61%) SAP
7 59 (4.39%) Adobe
8 43 (3.20%) Cognos
9 34 (2.53%) Salesforce.com
10 28 (2.08%) Cloudera
10 28 (2.08%) Talend
11 24 (1.78%) MicroStrategy
12 22 (1.64%) WorldPay
13 21 (1.56%) Informatica
14 20 (1.49%) Vertica
15 16 (1.19%) IBM
16 15 (1.12%) Atlassian
17 13 (0.97%) DoubleClick
18 12 (0.89%) Hortonworks
18 12 (0.89%) Teradata