Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Visualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Visualisation over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Visualisation
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 165 191 266
Rank change year-on-year +26 +75 -20
Contract jobs citing Visualisation 777 587 423
As % of all contract IT jobs advertised in London 1.65% 1.30% 0.92%
As % of the Processes & Methodologies category 1.90% 1.51% 1.09%
Number of daily rates quoted 534 379 283
London median daily rate £500 £450 £450
Median daily rate % change year-on-year +11.11% - -
10th Percentile £338 £299 £302
90th Percentile £662 £638 £663
England median daily rate £475 £425 £450
% change year-on-year +11.76% -5.56% +5.88%
Number of hourly rates quoted 4 6 14
London median hourly rate £23.00 £33.75 £21.32
Median hourly rate % change year-on-year -31.85% +58.30% +37.46%
10th Percentile £18.00 £23.75 £15.99
90th Percentile £30.00 £61.63 £36.89
England median hourly rate £19.75 £28.00 £21.64
% change year-on-year -29.46% +29.39% -1.64%

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40998 38993 38736
As % of all contract IT jobs advertised in London 86.99% 86.21% 83.83%
Number of daily rates quoted 29810 27960 27683
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £675 £644 £638
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 385 406 463
London median hourly rate £22.50 £21.89 £20.00
Median hourly rate % change year-on-year +2.79% +9.45% +11.11%
10th Percentile £13.33 £12.25 £11.25
90th Percentile £52.80 £50.07 £50.00
England median hourly rate £24.00 £24.43 £22.50
% change year-on-year -1.76% +8.58% +18.42%

Visualisation
Job Vacancy Trend in London

Job postings citing Visualisation as a percentage of all IT jobs advertised in London.

Job vacancy trend for Visualisation in London

Visualisation
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Visualisation in London.

Contractor daily rate trend for Visualisation in London

Visualisation
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Visualisation in London over the 6 months to 22 November 2017.

Contractor daily rate histogram for Visualisation in London

Visualisation
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Visualisation in London.

Contractor hourly rate trend for Visualisation in London

Visualisation
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the London region over the 6 months to 22 November 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +15 122 £525 +16.67% 34
West London +1 20 £313 -34.16% 7
South London -13 20 £525 +25.00% 1
East London +3 17 £425 - 4
Visualisation
England

For the 6 months to 22 November 2017, IT contractor jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Visualisation.

1 408 (52.51%) Data Visualisation
2 311 (40.03%) Analytics
3 288 (37.07%) SQL
4 264 (33.98%) Agile Software Development
5 241 (31.02%) Business Intelligence
6 219 (28.19%) Tableau
7 188 (24.20%) Python
8 185 (23.81%) Finance
9 167 (21.49%) JavaScript
10 164 (21.11%) Analytical Skills
11 161 (20.72%) Big Data
12 134 (17.25%) R
13 125 (16.09%) User Experience
14 122 (15.70%) Hadoop
15 117 (15.06%) Machine Learning
16 116 (14.93%) Data Warehouse
16 116 (14.93%) Data Modelling
17 113 (14.54%) HTML
18 110 (14.16%) CSS
19 98 (12.61%) Scrum
20 97 (12.48%) Java
21 94 (12.10%) Microsoft
22 92 (11.84%) ETL
22 92 (11.84%) Data Analysis
23 91 (11.71%) Banking
24 90 (11.58%) Data Analytics
25 88 (11.33%) D3.js
25 88 (11.33%) Power BI
26 86 (11.07%) Degree
27 82 (10.55%) Apache Spark

Visualisation
Co-occurring IT Skills in London 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 82 (10.55%) Apache Spark
2 43 (5.53%) SAS
3 19 (2.45%) Confluence
4 17 (2.19%) Apache Solr
5 16 (2.06%) Apache Pig
6 15 (1.93%) Apache
7 11 (1.42%) JBoss
8 9 (1.16%) Tomcat
9 6 (0.77%) SharePoint
9 6 (0.77%) WildFly
10 5 (0.64%) BizTalk Server
10 5 (0.64%) OpenStack
10 5 (0.64%) WebLogic
11 2 (0.26%) CMS
11 2 (0.26%) GeoServer
11 2 (0.26%) Oracle SOA Suite
12 1 (0.13%) ArcGIS
12 1 (0.13%) Elasticsearch
12 1 (0.13%) Jupyter
12 1 (0.13%) Skype for Business
Applications
1 80 (10.30%) Microsoft Excel
2 24 (3.09%) Adobe Creative Suite
3 15 (1.93%) SPSS
4 13 (1.67%) Photoshop
5 10 (1.29%) OmniGraffle
6 9 (1.16%) Microsoft PowerPoint
6 9 (1.16%) Spreadsheet
7 8 (1.03%) AutoCAD
8 7 (0.90%) InVision
9 6 (0.77%) Adobe Illustrator
9 6 (0.77%) Stata
10 5 (0.64%) MS Visio
11 4 (0.51%) Adobe After Effects
11 4 (0.51%) Microsoft Office
12 3 (0.39%) Adobe Premiere
13 2 (0.26%) InDesign
13 2 (0.26%) Microsoft Project
13 2 (0.26%) Revit
13 2 (0.26%) SketchUp
13 2 (0.26%) Weka
Business Applications
1 3 (0.39%) Adobe Campaign
2 2 (0.26%) Dynamics CRM
2 2 (0.26%) SAP R/3
2 2 (0.26%) WebTrends
3 1 (0.13%) Markit EDM
3 1 (0.13%) Relativity
3 1 (0.13%) SAP CRM
3 1 (0.13%) SAP ERP
Cloud Services
1 79 (10.17%) Amazon AWS
2 38 (4.89%) Microsoft Azure
3 23 (2.96%) Google Analytics
4 21 (2.70%) GitHub
5 17 (2.19%) Salesforce Sales Cloud
6 12 (1.54%) Amazon EC2
6 12 (1.54%) SaaS
7 11 (1.42%) Salesforce Service Cloud
8 10 (1.29%) Force.com
8 10 (1.29%) Google Cloud Platform
9 7 (0.90%) Amazon EMR
10 6 (0.77%) Cloud Computing
11 5 (0.64%) Adobe Analytics
12 4 (0.51%) Amazon S3
12 4 (0.51%) Azure Data Factory
12 4 (0.51%) IaaS
12 4 (0.51%) Office 365
12 4 (0.51%) PaaS
13 2 (0.26%) OpenShift
14 1 (0.13%) IBM Blueworks
Communications & Networking
1 10 (1.29%) Firewall
2 7 (0.90%) Kerberos
3 5 (0.64%) HTTP
4 3 (0.39%) Internet
4 3 (0.39%) Intranet
4 3 (0.39%) LDAP
5 2 (0.26%) DNS
5 2 (0.26%) LAN
5 2 (0.26%) NAS
5 2 (0.26%) Network Security
5 2 (0.26%) SAN
5 2 (0.26%) TCP/IP
5 2 (0.26%) WAN
6 1 (0.13%) Intrusion Detection
6 1 (0.13%) Skype
6 1 (0.13%) SMS
Database & Business Intelligence
1 161 (20.72%) Big Data
2 122 (15.70%) Hadoop
3 116 (14.93%) Data Warehouse
4 88 (11.33%) Power BI
5 81 (10.42%) SQL Server
6 69 (8.88%) BusinessObjects
6 69 (8.88%) Relational Database
7 61 (7.85%) QlikView
8 56 (7.21%) NoSQL
9 52 (6.69%) MongoDB
10 49 (6.31%) SQL Server Reporting Services
11 39 (5.02%) Apache Hive
11 39 (5.02%) SQL Server Integration Services
12 33 (4.25%) Data Mining
13 29 (3.73%) Qlik Sense
14 27 (3.47%) PostgreSQL
14 27 (3.47%) RDBMS
15 26 (3.35%) HBase
16 25 (3.22%) SQL Server Analysis Services
17 22 (2.83%) MySQL
Development Applications
1 71 (9.14%) JIRA
2 52 (6.69%) Git (software)
3 18 (2.32%) Axure RP
3 18 (2.32%) Team Foundation Server
4 17 (2.19%) Jenkins
5 15 (1.93%) Mocha
6 11 (1.42%) Eclipse
7 10 (1.29%) Ant
7 10 (1.29%) SoapUI
8 9 (1.16%) Grunt
8 9 (1.16%) Subversion
9 8 (1.03%) Cucumber
10 7 (0.90%) ERwin
11 6 (0.77%) Jasmine
11 6 (0.77%) Karma Test Runner
12 5 (0.64%) Visual Studio
13 4 (0.51%) Selenium
13 4 (0.51%) Talend Open Studio
14 3 (0.39%) JUnit
14 3 (0.39%) TeamCity
General
1 185 (23.81%) Finance
2 91 (11.71%) Banking
3 73 (9.40%) Marketing
4 38 (4.89%) Telecoms
5 33 (4.25%) Retail
6 31 (3.99%) Front Office
7 23 (2.96%) Manufacturing
7 23 (2.96%) Publishing
8 21 (2.70%) Electronics
9 18 (2.32%) Legal
10 15 (1.93%) Investment Banking
11 12 (1.54%) Financial Institution
12 11 (1.42%) Games
13 10 (1.29%) Law
14 7 (0.90%) Retail Banking
15 3 (0.39%) Advertising
15 3 (0.39%) Pharmaceutical
16 2 (0.26%) Billing
16 2 (0.26%) Local Government
16 2 (0.26%) Music Industry
Job Titles
1 237 (30.50%) Developer
2 177 (22.78%) Analyst
3 91 (11.71%) Designer
4 85 (10.94%) Data Analyst
5 69 (8.88%) Data Scientist
6 47 (6.05%) Business Analyst
7 46 (5.92%) JavaScript Developer
8 44 (5.66%) Consultant
8 44 (5.66%) UX Designer
9 38 (4.89%) Business Intelligence Developer
10 37 (4.76%) Architect
11 33 (4.25%) Business Intelligence Analyst
12 31 (3.99%) Data Engineer
13 30 (3.86%) UI Designer
14 29 (3.73%) Python Developer
15 27 (3.47%) Front End Developer (Client-Side Developer)
16 25 (3.22%) SQL Analyst
16 25 (3.22%) Visual Designer
17 23 (2.96%) Big Data Developer
17 23 (2.96%) Senior Designer
Libraries, Frameworks & Software Standards
1 113 (14.54%) HTML
2 110 (14.16%) CSS
3 88 (11.33%) D3.js
4 60 (7.72%) AngularJS
5 54 (6.95%) HTML5
6 52 (6.69%) JSON
7 39 (5.02%) Web Services
8 38 (4.89%) Kafka
9 33 (4.25%) RESTful
10 31 (3.99%) Highcharts JS
10 31 (3.99%) React
11 29 (3.73%) CSS3
12 27 (3.47%) Node.js
13 24 (3.09%) REST
13 24 (3.09%) Sass
14 23 (2.96%) Natural Language Processing
15 19 (2.45%) Spring
16 17 (2.19%) .NET
17 16 (2.06%) Angular 2
17 16 (2.06%) jQuery
Miscellaneous
1 164 (21.11%) Analytical Skills
2 125 (16.09%) User Experience
3 60 (7.72%) Computer Science
4 47 (6.05%) Algorithms
5 29 (3.73%) Fintech
6 28 (3.60%) Data Structures
6 28 (3.60%) Management Information System
7 16 (2.06%) Mobile App
8 14 (1.80%) Graphic Design
9 11 (1.42%) Fixed Income
9 11 (1.42%) Greenfield Project
10 9 (1.16%) Derivative
10 9 (1.16%) Hedge funds
10 9 (1.16%) Replication
11 8 (1.03%) Equities
12 7 (0.90%) Clustering
12 7 (0.90%) Enterprise Software
12 7 (0.90%) Reference Data
13 6 (0.77%) Taxonomies
14 5 (0.64%) Foreign Exchange (FX)
Operating Systems
1 44 (5.66%) Linux
2 33 (4.25%) Unix
3 10 (1.29%) Windows
4 9 (1.16%) CentOS
4 9 (1.16%) Red Hat Enterprise Linux
5 3 (0.39%) AIX
5 3 (0.39%) Apple iOS
6 2 (0.26%) Android
7 1 (0.13%) Mac OS X
7 1 (0.13%) Windows Server
7 1 (0.13%) Windows Server 2012
Processes & Methodologies
1 408 (52.51%) Data Visualisation
2 311 (40.03%) Analytics
3 264 (33.98%) Agile Software Development
4 241 (31.02%) Business Intelligence
5 117 (15.06%) Machine Learning
6 116 (14.93%) Data Modelling
7 98 (12.61%) Scrum
8 92 (11.84%) Data Analysis
8 92 (11.84%) ETL
9 90 (11.58%) Data Analytics
10 63 (8.11%) TDD
11 53 (6.82%) Continuous Integration
12 52 (6.69%) Data Management
13 51 (6.56%) Business Analysis
13 51 (6.56%) Mathematics
14 49 (6.31%) Kanban
15 48 (6.18%) Prototyping
15 48 (6.18%) Stakeholder Management
16 45 (5.79%) Statistics
17 41 (5.28%) Wireframes
Programming Languages
1 288 (37.07%) SQL
2 188 (24.20%) Python
3 167 (21.49%) JavaScript
4 134 (17.25%) R
5 97 (12.48%) Java
6 50 (6.44%) Scala
7 44 (5.66%) C#
8 32 (4.12%) VBA
9 24 (3.09%) ES6
10 15 (1.93%) Bash Shell
10 15 (1.93%) Perl
10 15 (1.93%) TypeScript
11 13 (1.67%) C++
12 12 (1.54%) Data Analysis Expressions (DAX)
12 12 (1.54%) PHP
13 10 (1.29%) Apex Code
13 10 (1.29%) SOQL
14 9 (1.16%) MATLAB
14 9 (1.16%) T-SQL
15 7 (0.90%) Shell Script
Qualifications
1 86 (11.07%) Degree
2 77 (9.91%) Security Cleared
3 53 (6.82%) SC Cleared
4 20 (2.57%) Computer Science Degree
5 13 (1.67%) CTC Cleared
5 13 (1.67%) Numerate Degree
6 12 (1.54%) Master's Degree
7 11 (1.42%) DV Cleared
8 10 (1.29%) BPSS Clearance
9 7 (0.90%) PhD
10 2 (0.26%) CISSP
10 2 (0.26%) IIBA
10 2 (0.26%) ISEB
10 2 (0.26%) ITIL Certification
10 2 (0.26%) MBA
11 1 (0.13%) CISM
11 1 (0.13%) DBS Check
11 1 (0.13%) GCIA
11 1 (0.13%) GCIH
11 1 (0.13%) PMP
Quality Assurance & Compliance
1 37 (4.76%) Data Quality
2 33 (4.25%) QA
3 9 (1.16%) GDPR
4 8 (1.03%) Actionable Recommendations
5 5 (0.64%) ISO/IEC 27001
6 3 (0.39%) Disclosure Scotland
6 3 (0.39%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 3 (0.39%) PCI DSS
7 2 (0.26%) GCP
7 2 (0.26%) MiFID
7 2 (0.26%) PMO
7 2 (0.26%) SLA
8 1 (0.13%) Basel II
8 1 (0.13%) IFRS
8 1 (0.13%) IFRS 9
8 1 (0.13%) ISO 9001
8 1 (0.13%) ISO/IEC 12207
8 1 (0.13%) NIST 800
8 1 (0.13%) Sarbanes-Oxley
8 1 (0.13%) WCAG
System Software
1 22 (2.83%) Docker
2 13 (1.67%) HDFS
3 7 (0.90%) Apache ZooKeeper
4 5 (0.64%) Active Directory
5 3 (0.39%) VMware Infrastructure
6 2 (0.26%) Hyper-V
6 2 (0.26%) Virtual Machines
6 2 (0.26%) VMware ESXi
7 1 (0.13%) Apache Flume
7 1 (0.13%) IAG
7 1 (0.13%) KVM
Systems Management
1 12 (1.54%) Hadoop YARN
2 11 (1.42%) Puppet
3 10 (1.29%) Ansible
4 7 (0.90%) Kubernetes
5 6 (0.77%) Ambari
5 6 (0.77%) Terraform
6 4 (0.51%) Mesos
6 4 (0.51%) Opscode Chef
7 3 (0.39%) Rundeck
7 3 (0.39%) ZABBIX
8 2 (0.26%) Nagios
9 1 (0.13%) Grafana
9 1 (0.13%) Marathon
9 1 (0.13%) Systems Management Server (SMS)
9 1 (0.13%) WSUS
Vendors
1 219 (28.19%) Tableau
2 94 (12.10%) Microsoft
3 60 (7.72%) Oracle
4 55 (7.08%) SAP
5 47 (6.05%) Google
6 45 (5.79%) Adobe
7 34 (4.38%) Salesforce.com
8 16 (2.06%) MicroStrategy
9 15 (1.93%) Alteryx
9 15 (1.93%) Hortonworks
10 13 (1.67%) IBM
10 13 (1.67%) Splunk
11 12 (1.54%) Informatica
11 12 (1.54%) Teradata
12 8 (1.03%) MapR
13 6 (0.77%) Ab Initio
13 6 (0.77%) Atlassian
13 6 (0.77%) Cognos
14 5 (0.64%) Greenplum
14 5 (0.64%) Sencha