Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 364 350 450
Rank change year-on-year -14 +100 +87
Permanent jobs citing Data Visualisation 1,399 1,457 1,329
As % of all permanent IT jobs advertised in England 0.87% 0.92% 0.70%
As % of the Processes & Methodologies category 0.96% 1.01% 0.78%
Number of salaries quoted 1,088 1,275 1,142
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £33,750 £33,750 £32,500
90th Percentile £87,500 £83,750 £83,625
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +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 146,015 143,898 170,222
As % of all permanent IT jobs advertised in England 90.84% 90.47% 90.03%
Number of salaries quoted 118,403 118,828 143,161
England median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £30,000 £28,108 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 21 May 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 21 May 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 -18 784 £60,000 - 111
South East -12 197 £55,000 +4.76% 27
North of England +32 152 £42,500 -5.56% 30
East of England +5 134 £57,500 +43.75% 16
North West +47 91 £42,500 - 14
South West +1 73 £50,000 +11.11% 20
Yorkshire -1 54 £42,500 -5.56% 15
Midlands -38 50 £45,000 +5.88% 13
West Midlands +7 40 £50,000 +8.11% 8
East Midlands -44 10 £30,000 -25.00% 5
North East -10 8 £37,000 -26.00% 1
Data Visualisation
UK

For the 6 months to 21 May 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 1,399 (100.00%) Visualisation
2 714 (51.04%) SQL
3 661 (47.25%) Business Intelligence
4 625 (44.67%) Analytics
5 556 (39.74%) Tableau
6 427 (30.52%) Python
7 386 (27.59%) Big Data
8 376 (26.88%) Degree
9 341 (24.37%) Power BI
10 334 (23.87%) SQL Server
11 309 (22.09%) ETL
12 302 (21.59%) Analytical Skills
13 301 (21.52%) Data Warehouse
14 300 (21.44%) Data Science
15 292 (20.87%) Microsoft
15 292 (20.87%) Machine Learning
16 291 (20.80%) Hadoop
16 291 (20.80%) Agile Software Development
17 266 (19.01%) Finance
18 248 (17.73%) Data Analytics
19 239 (17.08%) SQL Server Integration Services
20 232 (16.58%) SQL Server Reporting Services
20 232 (16.58%) R
21 217 (15.51%) Java
22 216 (15.44%) QlikView
23 208 (14.87%) SQL Server Analysis Services
24 196 (14.01%) Computer Science
24 196 (14.01%) Statistics
25 193 (13.80%) JavaScript
26 191 (13.65%) Data Analysis

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
1 188 (13.44%) Apache Spark
2 135 (9.65%) SAS
3 83 (5.93%) Elasticsearch
4 54 (3.86%) Apache Pig
5 41 (2.93%) Apache
6 29 (2.07%) Apache Solr
7 15 (1.07%) CMS
8 13 (0.93%) WordPress
9 12 (0.86%) Confluence
10 8 (0.57%) EPiServer
11 7 (0.50%) SharePoint
11 7 (0.50%) Umbraco
12 6 (0.43%) nginx
13 5 (0.36%) Jetty
13 5 (0.36%) Tomcat
14 4 (0.29%) Apache Airflow
14 4 (0.29%) Drupal
14 4 (0.29%) Oracle SOA Suite
14 4 (0.29%) WebLogic
15 3 (0.21%) Jupyter
Applications
1 181 (12.94%) Microsoft Excel
2 50 (3.57%) SPSS
3 38 (2.72%) Microsoft Office
4 31 (2.22%) Microsoft PowerPoint
5 16 (1.14%) Weka
6 14 (1.00%) MS Visio
7 10 (0.71%) Stata
8 9 (0.64%) Adobe Illustrator
8 9 (0.64%) Photoshop
9 6 (0.43%) Microsoft Project
10 4 (0.29%) Adobe Creative Suite
10 4 (0.29%) InVision
10 4 (0.29%) Mathematica
11 3 (0.21%) Adobe After Effects
11 3 (0.21%) Adobe Premiere
11 3 (0.21%) InDesign
12 2 (0.14%) Spreadsheet
13 1 (0.071%) CPLEX
13 1 (0.071%) Fireworks
13 1 (0.071%) Mingle
Business Applications
1 16 (1.14%) Cognos Business Intelligence
2 8 (0.57%) Dynamics CRM
3 7 (0.50%) WebTrends
4 6 (0.43%) Relativity
4 6 (0.43%) SAP BPC
5 5 (0.36%) Abakus
6 4 (0.29%) Eloqua
6 4 (0.29%) NetSuite
6 4 (0.29%) Oracle 11i
6 4 (0.29%) Oracle Assets
6 4 (0.29%) Oracle EBS
6 4 (0.29%) Oracle EBS R12
6 4 (0.29%) Oracle General Ledger
6 4 (0.29%) Oracle iProcurement
6 4 (0.29%) Oracle Payables
6 4 (0.29%) Oracle Receivables
7 3 (0.21%) Dynamics AX
7 3 (0.21%) Oracle Financials
7 3 (0.21%) SAP GRC
7 3 (0.21%) SAP Oil and Gas
Cloud Services
1 184 (13.15%) Microsoft Azure
2 111 (7.93%) Amazon AWS
3 50 (3.57%) Azure Data Factory
4 45 (3.22%) Google Analytics
5 41 (2.93%) GitHub
6 35 (2.50%) Adobe Analytics
7 32 (2.29%) Amazon EMR
8 31 (2.22%) Amazon Kinesis
9 29 (2.07%) SaaS
10 23 (1.64%) npm
11 18 (1.29%) Google Cloud Platform
12 16 (1.14%) Salesforce Sales Cloud
13 15 (1.07%) Salesforce Service Cloud
14 11 (0.79%) Amazon EC2
14 11 (0.79%) PaaS
15 10 (0.71%) Amazon S3
16 9 (0.64%) IaaS
17 7 (0.50%) Cloud Computing
17 7 (0.50%) Virtual Private Cloud
18 6 (0.43%) Heroku
Communications & Networking
1 23 (1.64%) SSL
2 11 (0.79%) Internet
3 10 (0.71%) SMS
4 9 (0.64%) Symposium
5 6 (0.43%) DNS
6 5 (0.36%) Broadband
7 4 (0.29%) BGP
7 4 (0.29%) Firewall
7 4 (0.29%) HTTP
7 4 (0.29%) LAN
7 4 (0.29%) OSPF
7 4 (0.29%) TCP/IP
7 4 (0.29%) WAN
8 3 (0.21%) Bluetooth
8 3 (0.21%) Kerberos
9 2 (0.14%) GPRS
9 2 (0.14%) GSM
9 2 (0.14%) HTTPS
9 2 (0.14%) PSTN
9 2 (0.14%) UMTS
Database & Business Intelligence
1 386 (27.59%) Big Data
2 341 (24.37%) Power BI
3 334 (23.87%) SQL Server
4 301 (21.52%) Data Warehouse
5 291 (20.80%) Hadoop
6 239 (17.08%) SQL Server Integration Services
7 232 (16.58%) SQL Server Reporting Services
8 216 (15.44%) QlikView
9 208 (14.87%) SQL Server Analysis Services
10 125 (8.93%) NoSQL
11 107 (7.65%) Apache Hive
12 100 (7.15%) Data Mining
13 93 (6.65%) Relational Database
14 86 (6.15%) MongoDB
15 80 (5.72%) OLAP
16 77 (5.50%) MySQL
17 75 (5.36%) Data Lake
18 65 (4.65%) HBase
19 61 (4.36%) Spotfire
20 55 (3.93%) Text Mining
Development Applications
1 76 (5.43%) Git (software)
2 44 (3.15%) JIRA
3 30 (2.14%) webpack
4 29 (2.07%) Jenkins
5 27 (1.93%) Gradle
6 25 (1.79%) Cucumber
7 24 (1.72%) Team Foundation Server
7 24 (1.72%) Visual Studio Team System
8 22 (1.57%) Grunt
8 22 (1.57%) gulp
8 22 (1.57%) Jasmine
9 21 (1.50%) Karma Test Runner
9 21 (1.50%) SQL Server Management Studio (SSMS)
10 20 (1.43%) Visual Studio
11 15 (1.07%) Selenium
12 11 (0.79%) Subversion
13 8 (0.57%) ERwin
14 6 (0.43%) CasperJS
14 6 (0.43%) PhantomJS
14 6 (0.43%) TeamCity
General
1 266 (19.01%) Finance
2 131 (9.36%) Marketing
3 99 (7.08%) Advertising
4 83 (5.93%) Banking
5 78 (5.58%) Retail
6 47 (3.36%) Investment Banking
7 29 (2.07%) Pharmaceutical
8 25 (1.79%) Electronics
9 24 (1.72%) Games
10 21 (1.50%) Telecoms
11 20 (1.43%) Publishing
12 18 (1.29%) Financial Institution
12 18 (1.29%) Law
13 15 (1.07%) Military
14 13 (0.93%) Automotive
14 13 (0.93%) Manufacturing
15 11 (0.79%) Legal
16 4 (0.29%) Back Office
16 4 (0.29%) Multimedia
17 3 (0.21%) Local Government
Job Titles
1 428 (30.59%) Developer
2 291 (20.80%) Analyst
3 165 (11.79%) Business Intelligence Developer
4 153 (10.94%) Data Scientist
5 147 (10.51%) Consultant
6 108 (7.72%) Data Analyst
7 91 (6.50%) Business Intelligence Analyst
8 87 (6.22%) Architect
9 80 (5.72%) Data Engineer
10 75 (5.36%) SQL Developer
11 72 (5.15%) Senior Analyst
12 67 (4.79%) Front End Developer (Client-Side Developer)
13 63 (4.50%) Business Intelligence Consultant
14 49 (3.50%) Data Consultant
15 48 (3.43%) SQL BI Developer
16 46 (3.29%) SQL Analyst
17 45 (3.22%) Hadoop Engineer
17 45 (3.22%) JavaScript Developer
18 42 (3.00%) Senior Developer
19 40 (2.86%) Business Analyst
Libraries, Frameworks & Software Standards
1 146 (10.44%) HTML
2 120 (8.58%) CSS
3 116 (8.29%) AngularJS
4 109 (7.79%) D3.js
5 94 (6.72%) Natural Language Processing
6 89 (6.36%) .NET
7 82 (5.86%) Web Services
8 80 (5.72%) React
9 71 (5.08%) RESTful
10 67 (4.79%) HTML5
10 67 (4.79%) Kafka
10 67 (4.79%) Node.js
11 50 (3.57%) Pandas
12 47 (3.36%) NumPy
13 42 (3.00%) XML
14 41 (2.93%) Redux
15 40 (2.86%) MLlib
16 37 (2.64%) SciPy
17 36 (2.57%) scikit-learn
18 34 (2.43%) JSON
Miscellaneous
1 302 (21.59%) Analytical Skills
2 196 (14.01%) Computer Science
3 128 (9.15%) Algorithms
4 127 (9.08%) User Experience
5 62 (4.43%) Self-Motivation
6 55 (3.93%) Mobile App
7 52 (3.72%) Management Information System
8 46 (3.29%) Fintech
9 37 (2.64%) Data Structures
10 24 (1.72%) Clustering
10 24 (1.72%) Greenfield Project
11 23 (1.64%) Data Centre
12 19 (1.36%) Analytical Mindset
13 17 (1.22%) Social Network
14 16 (1.14%) Life Science
15 15 (1.07%) Robotics
16 12 (0.86%) Social Media
17 11 (0.79%) Biotechnology
18 8 (0.57%) Equities
18 8 (0.57%) iPad
Operating Systems
1 72 (5.15%) Linux
2 52 (3.72%) Windows
3 22 (1.57%) Windows 10
4 17 (1.22%) Android
4 17 (1.22%) Unix
5 15 (1.07%) Apple iOS
6 7 (0.50%) Mac OS X
7 4 (0.29%) Debian
8 1 (0.071%) CentOS
8 1 (0.071%) Fedora
8 1 (0.071%) Red Hat Enterprise Linux
8 1 (0.071%) Ubuntu
8 1 (0.071%) Windows Server
8 1 (0.071%) Windows Server 2008
8 1 (0.071%) Windows Server 2012
Processes & Methodologies
1 1,399 (100.00%) Visualisation
2 661 (47.25%) Business Intelligence
3 625 (44.67%) Analytics
4 309 (22.09%) ETL
5 300 (21.44%) Data Science
6 292 (20.87%) Machine Learning
7 291 (20.80%) Agile Software Development
8 248 (17.73%) Data Analytics
9 196 (14.01%) Statistics
10 191 (13.65%) Data Analysis
11 188 (13.44%) Mathematics
12 187 (13.37%) Problem-Solving
13 154 (11.01%) Data Modelling
14 135 (9.65%) Decision-Making
15 132 (9.44%) Stakeholder Management
16 115 (8.22%) Artificial Intelligence
17 98 (7.01%) Data Management
18 97 (6.93%) Front End Development
19 96 (6.86%) Software Engineering
20 83 (5.93%) Scrum
Programming Languages
1 714 (51.04%) SQL
2 427 (30.52%) Python
3 232 (16.58%) R
4 217 (15.51%) Java
5 193 (13.80%) JavaScript
6 155 (11.08%) T-SQL
7 92 (6.58%) C#
8 90 (6.43%) Scala
9 73 (5.22%) VBA
10 65 (4.65%) MATLAB
11 63 (4.50%) C++
11 63 (4.50%) Data Analysis Expressions (DAX)
12 43 (3.07%) C
13 42 (3.00%) TypeScript
14 39 (2.79%) Ruby
15 38 (2.72%) PowerShell
16 27 (1.93%) Go
16 27 (1.93%) PHP
17 25 (1.79%) Perl
18 21 (1.50%) VB
Qualifications
1 376 (26.88%) Degree
2 65 (4.65%) PhD
3 56 (4.00%) Numerate Degree
4 37 (2.64%) Computer Science Degree
5 30 (2.14%) Security Cleared
6 25 (1.79%) Microsoft Certification
7 23 (1.64%) TOGAF Certification
8 15 (1.07%) SC Cleared
9 14 (1.00%) Master's Degree
10 8 (0.57%) ISTQB
10 8 (0.57%) MCSD
10 8 (0.57%) Microsoft Certified Architect
11 5 (0.36%) Analytics IQ
11 5 (0.36%) MBA
11 5 (0.36%) Postgraduate
12 4 (0.29%) ISEB
12 4 (0.29%) MCSE
12 4 (0.29%) PRINCE2 Certification
13 3 (0.21%) CISA
13 3 (0.21%) Oracle Certification
Quality Assurance & Compliance
1 86 (6.15%) Data Quality
2 62 (4.43%) QA
3 24 (1.72%) GDPR
4 13 (0.93%) SLA
5 8 (0.57%) Solvency II
6 5 (0.36%) MiFID
6 5 (0.36%) PMO
7 4 (0.29%) Actionable Recommendations
7 4 (0.29%) CRD IV
7 4 (0.29%) Dodd-Frank
7 4 (0.29%) EMIR
7 4 (0.29%) FATCA
7 4 (0.29%) IFRS
7 4 (0.29%) IFRS 9
8 3 (0.21%) COSHH
8 3 (0.21%) GCP
9 1 (0.071%) ISO/IEC 27001
9 1 (0.071%) Val IT
System Software
1 80 (5.72%) Docker
2 56 (4.00%) HDFS
3 20 (1.43%) Apache Flume
4 10 (0.71%) Apache ZooKeeper
5 6 (0.43%) Virtual Machines
6 3 (0.21%) VMware Infrastructure
7 2 (0.14%) KVM
8 1 (0.071%) Active Directory
8 1 (0.071%) Hyper-V
8 1 (0.071%) NFS
Systems Management
1 15 (1.07%) Ambari
2 10 (0.71%) Kibana
2 10 (0.71%) Oozie
3 9 (0.64%) Puppet
4 8 (0.57%) Single Sign-On
5 7 (0.50%) Systems Management Server (SMS)
6 6 (0.43%) Hadoop YARN
6 6 (0.43%) Kubernetes
7 5 (0.36%) Nagios
7 5 (0.36%) Terraform
7 5 (0.36%) ZABBIX
8 4 (0.29%) Ansible
9 3 (0.21%) Grafana
10 2 (0.14%) Opscode Chef
11 1 (0.071%) EMC NetWorker
11 1 (0.071%) Graphite
11 1 (0.071%) Mesos
11 1 (0.071%) Salt
11 1 (0.071%) SCCM
11 1 (0.071%) systemd
Vendors
1 556 (39.74%) Tableau
2 292 (20.87%) Microsoft
3 131 (9.36%) Oracle
4 95 (6.79%) Google
5 85 (6.08%) Alteryx
6 53 (3.79%) Adobe
7 51 (3.65%) Cognos
8 42 (3.00%) SAP
9 40 (2.86%) Salesforce.com
10 38 (2.72%) IBM
11 33 (2.36%) MicroStrategy
12 30 (2.14%) Cloudera
13 29 (2.07%) Cisco
14 28 (2.00%) Atlassian
15 27 (1.93%) Talend
15 27 (1.93%) Vertica
16 24 (1.72%) Hortonworks
17 23 (1.64%) WorldPay
18 21 (1.50%) Teradata
19 17 (1.22%) Informatica