The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 231 249 299
Rank change year-on-year +18 +50  
Permanent jobs citing Visualisation 1262 1267 1122
As % of all permanent IT jobs advertised in England 1.52% 1.39% 1.08%
As % of the Processes & Methodologies category 1.70% 1.56% 1.23%
Number of salaries quoted 1032 1049 829
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.54% +10.00%  
90% offered a salary of more than £33,500 £37,400 £34,000
10% offered a salary of more than £84,000 £82,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Visualisation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Visualisation
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in England

Visualisation
Salary Trend in England

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

Salary trend for Visualisation in England

Visualisation
Salary Histogram in England

The salary distribution of IT jobs citing Visualisation in England over the 3 months to 25 June 2017.

Salary histogram for Visualisation in England

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 Visualisation within the England region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +11 771 £60,000 - 100
South East +38 167 £46,500 +3.33% 22
East of England +25 65 £40,000 -20.79% 10
South West -34 62 £45,000 +2.56% 9
East Midlands +56 57 £40,000 +14.28% 5
Yorkshire +27 51 £45,000 -21.73% 9
North West -49 51 £40,500 +1.25% 17
West Midlands -22 19 £38,000 -20.00% 8
North East +9 7 £55,000 +155.81% 3
Midlands - 6 £60,000 - 13
Visualisation
UK

For the 6 months to 25 June 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Visualisation.

1 1539 (61.10%) Data Visualisation
2 1147 (45.53%) SQL
3 1070 (42.48%) Analytics
4 1062 (42.16%) Business Intelligence
5 772 (30.65%) Tableau
6 686 (27.23%) Agile Software Development
7 634 (25.17%) SQL Server
8 593 (23.54%) Python
9 578 (22.95%) Degree
10 564 (22.39%) Finance
11 527 (20.92%) Analytical Skills
12 511 (20.29%) Big Data
13 501 (19.89%) JavaScript
13 501 (19.89%) Microsoft
14 494 (19.61%) Data Warehouse
15 460 (18.26%) ETL
16 447 (17.75%) QlikView
17 438 (17.39%) R
18 414 (16.44%) Java
19 404 (16.04%) SQL Server Integration Services
20 400 (15.88%) HTML
21 391 (15.52%) Computer Science
21 391 (15.52%) Power BI
22 368 (14.61%) Data Analytics
23 354 (14.05%) CSS
24 352 (13.97%) Machine Learning
25 340 (13.50%) SQL Server Reporting Services
26 331 (13.14%) Marketing
27 329 (13.06%) Hadoop
28 325 (12.90%) Data Modelling

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
1 263 (10.44%) SAS
2 219 (8.69%) Apache Spark
3 74 (2.94%) Apache
3 74 (2.94%) Elasticsearch
4 53 (2.10%) Apache Pig
5 25 (0.99%) nginx
5 25 (0.99%) SharePoint
6 23 (0.91%) OpenStack
6 23 (0.91%) Tomcat
7 22 (0.87%) Confluence
8 19 (0.75%) Apache Solr
9 16 (0.64%) IIS
10 14 (0.56%) CMS
11 11 (0.44%) WordPress
12 9 (0.36%) NServiceBus
13 7 (0.28%) Jetty
14 6 (0.24%) Tornado
15 5 (0.20%) JBoss
15 5 (0.20%) Marvel
16 4 (0.16%) Oracle Workflow
Applications
1 212 (8.42%) Microsoft Excel
2 74 (2.94%) SPSS
3 42 (1.67%) Microsoft Office
4 41 (1.63%) Microsoft PowerPoint
5 31 (1.23%) MS Visio
6 26 (1.03%) Photoshop
7 21 (0.83%) Adobe Creative Suite
8 11 (0.44%) Adobe Illustrator
8 11 (0.44%) Microsoft Project
9 10 (0.40%) Adobe After Effects
9 10 (0.40%) Spreadsheet
10 8 (0.32%) InVision
11 7 (0.28%) OmniGraffle
12 5 (0.20%) Flinto
13 4 (0.16%) InDesign
14 3 (0.12%) 3ds Max
14 3 (0.12%) Chatbot
14 3 (0.12%) GIMP
14 3 (0.12%) SPSS Modeler
14 3 (0.12%) Stata
Business Applications
1 18 (0.71%) SAP Oil and Gas
2 11 (0.44%) Cognos Business Intelligence
3 9 (0.36%) Cognos TM1
4 8 (0.32%) SAP CO
4 8 (0.32%) SAP FI
4 8 (0.32%) SAP FI/CO
4 8 (0.32%) SAP FSCM
4 8 (0.32%) SAP MM
4 8 (0.32%) SAP PS
4 8 (0.32%) SAP SD
5 5 (0.20%) Actimize
5 5 (0.20%) Dynamics CRM
5 5 (0.20%) Eloqua
5 5 (0.20%) Oracle AML
6 4 (0.16%) WebTrends
7 3 (0.12%) Exchequer
7 3 (0.12%) Revive Adserver
8 2 (0.079%) Dynamics GP
8 2 (0.079%) Dynamics NAV
8 2 (0.079%) Salesforce.com CRM
Cloud Services
1 244 (9.69%) Microsoft Azure
2 208 (8.26%) Amazon AWS
3 66 (2.62%) Google Analytics
4 51 (2.02%) Azure Machine Learning
5 44 (1.75%) SaaS
6 41 (1.63%) GitHub
7 39 (1.55%) Adobe Analytics
8 28 (1.11%) Google Cloud Platform
9 24 (0.95%) Amazon EC2
10 21 (0.83%) Amazon S3
11 18 (0.71%) Amazon EMR
12 16 (0.64%) Azure Data Factory
13 14 (0.56%) Adobe Creative Cloud
14 13 (0.52%) Cloud Computing
15 11 (0.44%) Amazon SQS
16 10 (0.40%) Office 365
17 5 (0.20%) PaaS
18 4 (0.16%) Google Tag Manager
18 4 (0.16%) IaaS
19 3 (0.12%) Data Lake Analytics
Communications & Networking
1 39 (1.55%) Network Security
2 38 (1.51%) Internet
3 18 (0.71%) HTTP
4 7 (0.28%) Kerberos
5 5 (0.20%) Wireshark
6 4 (0.16%) LDAP
6 4 (0.16%) SNMP
6 4 (0.16%) TCP/IP
7 3 (0.12%) DNS
7 3 (0.12%) tcpdump
8 2 (0.079%) DHCP
8 2 (0.079%) Firewall
8 2 (0.079%) ICMP
8 2 (0.079%) Skype
8 2 (0.079%) Software-Defined Networking
8 2 (0.079%) SSL
8 2 (0.079%) Symposium
8 2 (0.079%) Unified Communications
9 1 (0.040%) FTP
9 1 (0.040%) PPP
Database & Business Intelligence
1 634 (25.17%) SQL Server
2 511 (20.29%) Big Data
3 494 (19.61%) Data Warehouse
4 447 (17.75%) QlikView
5 404 (16.04%) SQL Server Integration Services
6 391 (15.52%) Power BI
7 340 (13.50%) SQL Server Reporting Services
8 329 (13.06%) Hadoop
9 255 (10.12%) SQL Server Analysis Services
10 196 (7.78%) NoSQL
11 179 (7.11%) Relational Database
12 164 (6.51%) BusinessObjects
13 158 (6.27%) MySQL
14 147 (5.84%) Data Mining
15 132 (5.24%) MongoDB
16 125 (4.96%) Apache Hive
17 103 (4.09%) Spotfire
18 89 (3.53%) Qlik Sense
19 76 (3.02%) PostgreSQL
20 74 (2.94%) Amazon Redshift
Development Applications
1 156 (6.19%) Git (software)
2 68 (2.70%) JIRA
3 58 (2.30%) Subversion
4 48 (1.91%) gulp
5 43 (1.71%) Grunt
6 41 (1.63%) Visual Studio
7 32 (1.27%) Team Foundation Server
8 30 (1.19%) Talend Open Studio
9 29 (1.15%) Jenkins
10 28 (1.11%) Selenium
11 24 (0.95%) Karma Test Runner
12 21 (0.83%) Mocha
12 21 (0.83%) PowerDesigner
13 20 (0.79%) webpack
14 19 (0.75%) Maven
15 18 (0.71%) RStudio
16 17 (0.67%) SQL Server Management Studio (SSMS)
17 16 (0.64%) Gradle
18 15 (0.60%) jspm
19 14 (0.56%) Ant
General
1 564 (22.39%) Finance
2 331 (13.14%) Marketing
3 205 (8.14%) Banking
4 155 (6.15%) Retail
5 91 (3.61%) Telecoms
6 63 (2.50%) Games
7 57 (2.26%) Investment Banking
8 47 (1.87%) Legal
8 47 (1.87%) Publishing
9 46 (1.83%) Advertising
10 40 (1.59%) Manufacturing
11 36 (1.43%) Front Office
12 33 (1.31%) Local Government
13 32 (1.27%) Electronics
14 31 (1.23%) Military
15 24 (0.95%) Pharmaceutical
16 23 (0.91%) Back Office
17 17 (0.67%) Law
18 15 (0.60%) Retail Banking
19 12 (0.48%) Automotive
Job Titles
1 872 (34.62%) Developer
2 515 (20.44%) Analyst
3 301 (11.95%) Business Intelligence Developer
4 246 (9.77%) Data Scientist
5 184 (7.30%) Business Intelligence Analyst
6 153 (6.07%) Consultant
7 140 (5.56%) Data Analyst
8 137 (5.44%) Senior Developer
9 136 (5.40%) JavaScript Developer
10 114 (4.53%) SQL Developer
11 110 (4.37%) Architect
12 105 (4.17%) Front End Developer (Client-Side Developer)
13 101 (4.01%) Analytics Manager
13 101 (4.01%) Data Manager
14 91 (3.61%) SQL Analyst
15 85 (3.37%) Java Developer
16 83 (3.29%) Designer
16 83 (3.29%) SQL BI Developer
17 76 (3.02%) Senior Analyst
17 76 (3.02%) Software Developer
Libraries, Frameworks & Software Standards
1 400 (15.88%) HTML
2 354 (14.05%) CSS
3 227 (9.01%) .NET
4 205 (8.14%) AngularJS
5 190 (7.54%) D3.js
6 168 (6.67%) HTML5
7 155 (6.15%) Node.js
8 154 (6.11%) Web Services
9 127 (5.04%) jQuery
10 116 (4.61%) React
11 84 (3.33%) CSS3
12 77 (3.06%) Natural Language Processing
13 66 (2.62%) JSON
14 62 (2.46%) Spring
15 61 (2.42%) RESTful
15 61 (2.42%) Twitter Bootstrap
16 56 (2.22%) MDX
16 56 (2.22%) REST
16 56 (2.22%) XML
17 52 (2.06%) Kafka
Miscellaneous
1 527 (20.92%) Analytical Skills
2 391 (15.52%) Computer Science
3 249 (9.88%) User Experience
4 214 (8.50%) Algorithms
5 108 (4.29%) Management Information System
6 82 (3.26%) Fintech
7 57 (2.26%) Social Media
8 55 (2.18%) Data Structures
9 54 (2.14%) Greenfield Project
10 37 (1.47%) Mobile App
11 31 (1.23%) Credit Risk
12 28 (1.11%) Hedge funds
13 27 (1.07%) Social Network
14 26 (1.03%) Cyber Defence
15 24 (0.95%) Graphic Design
16 23 (0.91%) Digital Media
17 21 (0.83%) Animation
18 20 (0.79%) Foreign Exchange (FX)
18 20 (0.79%) Life Science
19 19 (0.75%) NHS
Operating Systems
1 224 (8.89%) Linux
2 64 (2.54%) Windows
3 37 (1.47%) Unix
4 22 (0.87%) Android
5 18 (0.71%) Apple iOS
6 10 (0.40%) Red Hat Enterprise Linux
6 10 (0.40%) VMS
7 7 (0.28%) Windows Server
8 5 (0.20%) SUSE
8 5 (0.20%) Ubuntu
9 4 (0.16%) CentOS
9 4 (0.16%) Windows Phone
10 3 (0.12%) Mac OS
10 3 (0.12%) Windows 10
10 3 (0.12%) Windows Server 2008
10 3 (0.12%) Windows Server 2012
11 1 (0.040%) Mac OS X
Processes & Methodologies
1 1539 (61.10%) Data Visualisation
2 1070 (42.48%) Analytics
3 1062 (42.16%) Business Intelligence
4 686 (27.23%) Agile Software Development
5 460 (18.26%) ETL
6 368 (14.61%) Data Analytics
7 352 (13.97%) Machine Learning
8 325 (12.90%) Data Modelling
9 290 (11.51%) Data Analysis
10 280 (11.12%) Mathematics
11 246 (9.77%) Statistics
12 231 (9.17%) Data Management
13 213 (8.46%) Scrum
14 195 (7.74%) Software Engineering
15 191 (7.58%) Stakeholder Management
16 164 (6.51%) Web Development
17 149 (5.92%) Project Management
17 149 (5.92%) SDLC
18 130 (5.16%) Dashboard Development
19 129 (5.12%) Business Analytics
Programming Languages
1 1147 (45.53%) SQL
2 593 (23.54%) Python
3 501 (19.89%) JavaScript
4 438 (17.39%) R
5 414 (16.44%) Java
6 278 (11.04%) C#
7 235 (9.33%) T-SQL
8 132 (5.24%) C++
9 108 (4.29%) C
10 100 (3.97%) MATLAB
11 86 (3.41%) Scala
12 65 (2.58%) VBA
13 59 (2.34%) Ruby
14 58 (2.30%) Perl
15 50 (1.98%) PHP
16 41 (1.63%) ES6
17 37 (1.47%) Data Analysis Expressions (DAX)
18 32 (1.27%) TypeScript
19 31 (1.23%) Bash Shell
20 24 (0.95%) VB
Qualifications
1 578 (22.95%) Degree
2 110 (4.37%) Computer Science Degree
3 93 (3.69%) Numerate Degree
4 83 (3.29%) PhD
5 51 (2.02%) Security Cleared
6 26 (1.03%) DV Cleared
7 21 (0.83%) SC Cleared
8 20 (0.79%) Postgraduate
9 18 (0.71%) PMI Certification
10 16 (0.64%) Master's Degree
11 15 (0.60%) Microsoft Certification
12 11 (0.44%) CREST Certified
12 11 (0.44%) GCIH
12 11 (0.44%) GIAC
13 8 (0.32%) CCNA
13 8 (0.32%) Cisco Certification
13 8 (0.32%) CISSP
13 8 (0.32%) MCSA
14 7 (0.28%) ISSAP
14 7 (0.28%) PMP
Quality Assurance & Compliance
1 184 (7.30%) Data Quality
2 76 (3.02%) QA
3 16 (0.64%) ISO/IEC 27001
4 14 (0.56%) GDPR
5 6 (0.24%) PMO
6 5 (0.20%) MiFID
7 4 (0.16%) Actionable Recommendations
7 4 (0.16%) GCP
8 3 (0.12%) ISO 13485
9 2 (0.079%) FATCA
9 2 (0.079%) Government Security Classifications
10 1 (0.040%) Basel III
10 1 (0.040%) Dodd-Frank
10 1 (0.040%) EFQM
10 1 (0.040%) IEC 62304
System Software
1 43 (1.71%) Docker
2 36 (1.43%) VMware Infrastructure
3 27 (1.07%) Hyper-V
4 23 (0.91%) HDFS
5 14 (0.56%) Active Directory
6 12 (0.48%) Firmware
7 10 (0.40%) Apache Flume
7 10 (0.40%) LXC
7 10 (0.40%) Shibboleth
8 7 (0.28%) Apache ZooKeeper
8 7 (0.28%) Slurm Workload Manager
9 5 (0.20%) Snort
9 5 (0.20%) Virtual Machines
9 5 (0.20%) VirtualBox
10 4 (0.16%) QEMU
10 4 (0.16%) Xen
11 2 (0.079%) KVM
11 2 (0.079%) Oracle RAC
11 2 (0.079%) VMware ESXi
12 1 (0.040%) Virtual Desktop
Systems Management
1 22 (0.87%) Kibana
2 16 (0.64%) Ansible
3 13 (0.52%) Terraform
4 12 (0.48%) Nagios
4 12 (0.48%) Puppet
5 10 (0.40%) logstash
6 7 (0.28%) Opscode Chef
7 4 (0.16%) Nessus
7 4 (0.16%) Oozie
8 2 (0.079%) Data Guard
8 2 (0.079%) Kubernetes
8 2 (0.079%) Nmap
8 2 (0.079%) vRealize
9 1 (0.040%) Fluentd
9 1 (0.040%) Grafana
9 1 (0.040%) Hadoop YARN
9 1 (0.040%) Piwik
9 1 (0.040%) Prometheus
9 1 (0.040%) QRadar
9 1 (0.040%) Zipkin
Vendors
1 772 (30.65%) Tableau
2 501 (19.89%) Microsoft
3 219 (8.69%) Oracle
4 170 (6.75%) SAP
5 131 (5.20%) Google
6 93 (3.69%) Adobe
7 85 (3.37%) Alteryx
8 75 (2.98%) Cognos
9 71 (2.82%) MicroStrategy
10 63 (2.50%) Birst
11 40 (1.59%) Jaspersoft
12 38 (1.51%) IBM
12 38 (1.51%) TIBCO
13 37 (1.47%) Hortonworks
13 37 (1.47%) Informatica
14 36 (1.43%) VMware
15 32 (1.27%) Cloudera
16 31 (1.23%) Twitter
17 30 (1.19%) Talend
18 28 (1.11%) Teradata
London
Venturi
Salary: £45000.00 - £60000.00 per annum + 10% Bonus & Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + Benefits + Bonus
Posted: 9 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £50,000 per annum + Benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £70000 - £75000 per annum + Benefits + Bonus
Posted: 9 hours ago
City, London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 2 days ago
London
Venturi
Salary: £550000.00 - £750000.00 per annum + Bonus & Benefits
Posted: Yesterday
Manchester, Lancashire
Car finance 247
Salary: £34000 - £35000 per annum + benefits
Posted: 3 days ago
Oxford, Oxfordshire
ReThink Recruitment
Salary: £30000 - £50000.00 per annum
Posted: 2 days ago
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £100000 - £140000 per annum + bonus + benefits
Posted: Yesterday
City, London
Ampersand Consulting
Salary: £28000 - £32000 per annum
Posted: 4 days ago
Derby, Derbyshire
Saxon Recruitment Solutions
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 18 hours ago
Manchester, Lancashire
Premier IT
Posted: 3 days ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: 4 days ago
London
Burns Sheehan
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £70,000 per annum
Posted: 3 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 3 days ago
London
Birch & James Associates
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
Liverpool, Merseyside
Informatiq Consulting
Salary: £32000 - £37000 per annum + Bens
Posted: 5 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 2 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 4 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 4 days ago
London
Ebury
Salary: £45000.00 - £55000.00 per annum
Posted: 6 days ago
Milton Keynes, Buckinghamshire
ANSON MCCADE
Salary: £37,000- £52,000
Posted: 4 days ago
Coventry, West Midlands (County)
Spring Technology
Salary: Benefits Package
Posted: 4 days ago
South West London
Real Time Recruitment Solutions
Salary: Up to 45,000 + Benefits
Posted: 3 days ago