Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Visualisation
England > London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 165 191 205
Rank change year-on-year +26 +14 +70
Permanent jobs citing Visualisation 1,417 1,235 1,440
As % of all permanent IT jobs advertised in London 2.02% 1.75% 1.69%
As % of the Processes & Methodologies category 2.20% 1.93% 1.88%
Number of salaries quoted 1,114 1,008 1,199
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +1.77%
10th Percentile £36,317 £37,500 £36,750
90th Percentile £92,500 £97,500 £85,000
England median annual salary £52,500 £52,500 £52,500

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 64,364 63,976 76,569
As % of all permanent IT jobs advertised in London 91.55% 90.50% 89.79%
Number of salaries quoted 51,509 54,529 64,932
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,973 £33,750 £33,750
90th Percentile £91,250 £90,000 £87,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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
Salary Trend in London

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

Salary trend for Visualisation in London

Visualisation
Salary Histogram in London

The salary distribution of IT jobs citing Visualisation in London over the 6 months to 19 January 2018.

Salary histogram for Visualisation in London

Visualisation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the London region over the 6 months to 19 January 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
Central London -25 216 £62,500 +4.17% 47
West London +61 69 £45,000 +12.50% 28
East London -7 16 £55,000 -20.00% 7
South London -9 13 £65,000 +34.02% 2
Visualisation
England

For the 6 months to 19 January 2018, 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 London region with a requirement for Visualisation.

1 760 (53.63%) Data Visualisation
2 706 (49.82%) Analytics
3 698 (49.26%) SQL
4 586 (41.35%) Business Intelligence
5 544 (38.39%) Tableau
6 414 (29.22%) Finance
7 378 (26.68%) Python
8 355 (25.05%) Degree
9 330 (23.29%) Agile Software Development
9 330 (23.29%) Data Warehouse
10 321 (22.65%) SQL Server
11 312 (22.02%) Analytical Skills
12 310 (21.88%) Big Data
13 302 (21.31%) Microsoft
14 275 (19.41%) Power BI
15 271 (19.12%) ETL
16 250 (17.64%) JavaScript
17 235 (16.58%) Computer Science
18 229 (16.16%) QlikView
19 227 (16.02%) R
20 225 (15.88%) Data Modelling
21 223 (15.74%) Data Analytics
22 222 (15.67%) Machine Learning
23 219 (15.46%) HTML
24 214 (15.10%) Marketing
25 211 (14.89%) Mathematics
26 206 (14.54%) Java
27 197 (13.90%) Hadoop
28 186 (13.13%) Microsoft Excel
28 186 (13.13%) Data Analysis

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
1 170 (12.00%) Apache Spark
2 145 (10.23%) SAS
3 32 (2.26%) Apache
4 30 (2.12%) Apache Pig
5 26 (1.83%) Elasticsearch
6 14 (0.99%) Confluence
7 9 (0.64%) Apache Airflow
8 8 (0.56%) BizTalk Server
8 8 (0.56%) WordPress
9 7 (0.49%) Apache Solr
10 6 (0.42%) CMS
10 6 (0.42%) Moodle
11 5 (0.35%) GeoServer
11 5 (0.35%) Luigi
12 3 (0.21%) Drupal
12 3 (0.21%) IIS
12 3 (0.21%) JBoss
12 3 (0.21%) MS Exchange
12 3 (0.21%) Oracle Application Server
12 3 (0.21%) SharePoint
Applications
1 186 (13.13%) Microsoft Excel
2 66 (4.66%) SPSS
3 44 (3.11%) MS Visio
4 41 (2.89%) Microsoft PowerPoint
5 38 (2.68%) Adobe Creative Suite
6 34 (2.40%) Microsoft Office
7 18 (1.27%) Photoshop
8 14 (0.99%) Adobe Illustrator
9 6 (0.42%) Chatbot
9 6 (0.42%) Weka
10 5 (0.35%) Adobe Premiere
10 5 (0.35%) InVision
11 4 (0.28%) CINEMA 4D
11 4 (0.28%) InDesign
12 3 (0.21%) Adobe After Effects
12 3 (0.21%) Maya
13 2 (0.14%) Stata
14 1 (0.071%) Acrobat
14 1 (0.071%) AutoCAD
14 1 (0.071%) Mathematica
Business Applications
1 9 (0.64%) Cognos Business Intelligence
2 6 (0.42%) WebTrends
3 5 (0.35%) Adobe Campaign
4 4 (0.28%) Dynamics CRM
4 4 (0.28%) Eloqua
4 4 (0.28%) Relativity
5 3 (0.21%) Dynamics AX
5 3 (0.21%) NetSuite
6 2 (0.14%) SAP FSCM
6 2 (0.14%) SAP PM
7 1 (0.071%) Actimize
7 1 (0.071%) Distributed Ledger
7 1 (0.071%) Dynamics NAV
7 1 (0.071%) Markit EDM
7 1 (0.071%) Oracle AML
7 1 (0.071%) Oracle BPM
7 1 (0.071%) Raiser's Edge
7 1 (0.071%) Salesforce.com CRM
7 1 (0.071%) SAP S/4HANA
Cloud Services
1 155 (10.94%) Microsoft Azure
2 132 (9.32%) Amazon AWS
3 49 (3.46%) Google Cloud Platform
4 48 (3.39%) Google Analytics
5 33 (2.33%) Azure Data Factory
6 28 (1.98%) SaaS
7 27 (1.91%) Adobe Analytics
8 21 (1.48%) Azure Machine Learning
9 19 (1.34%) GitHub
10 14 (0.99%) Amazon Kinesis
11 11 (0.78%) npm
12 10 (0.71%) Amazon EC2
12 10 (0.71%) PaaS
12 10 (0.71%) Virtual Private Cloud
13 9 (0.64%) IaaS
14 8 (0.56%) Google Tag Manager
15 7 (0.49%) Cloud Computing
16 6 (0.42%) Boomi
16 6 (0.42%) OpenShift
17 5 (0.35%) Amazon S3
Communications & Networking
1 28 (1.98%) Network Security
2 16 (1.13%) SSL
3 13 (0.92%) Internet
3 13 (0.92%) VoIP
3 13 (0.92%) Wireless
4 7 (0.49%) Kerberos
5 4 (0.28%) CTI
5 4 (0.28%) LAN
5 4 (0.28%) WAN
6 3 (0.21%) Broadband
6 3 (0.21%) Firewall
6 3 (0.21%) SAN
7 2 (0.14%) DMZ
7 2 (0.14%) DNS
7 2 (0.14%) IPv4
7 2 (0.14%) NAS
7 2 (0.14%) VLAN
7 2 (0.14%) VPN
8 1 (0.071%) Fibre Channel
8 1 (0.071%) iSCSI
Database & Business Intelligence
1 330 (23.29%) Data Warehouse
2 321 (22.65%) SQL Server
3 310 (21.88%) Big Data
4 275 (19.41%) Power BI
5 229 (16.16%) QlikView
6 197 (13.90%) Hadoop
7 172 (12.14%) SQL Server Reporting Services
8 162 (11.43%) NoSQL
9 141 (9.95%) SQL Server Integration Services
10 103 (7.27%) MongoDB
11 99 (6.99%) SQL Server Analysis Services
12 78 (5.50%) Data Mining
13 76 (5.36%) Spotfire
14 66 (4.66%) Apache Hive
15 58 (4.09%) MySQL
15 58 (4.09%) Relational Database
16 52 (3.67%) Amazon Redshift
17 45 (3.18%) HBase
17 45 (3.18%) OLAP
18 42 (2.96%) PostgreSQL
Development Applications
1 56 (3.95%) Git (software)
2 38 (2.68%) JIRA
2 38 (2.68%) Team Foundation Server
3 26 (1.83%) ERwin
3 26 (1.83%) SQL Server Management Studio (SSMS)
3 26 (1.83%) Subversion
4 24 (1.69%) Jenkins
5 22 (1.55%) RStudio
6 15 (1.06%) webpack
7 14 (0.99%) Cucumber
7 14 (0.99%) Visual Studio
8 13 (0.92%) Jasmine
9 11 (0.78%) Grunt
9 11 (0.78%) gulp
10 10 (0.71%) Vagrant
10 10 (0.71%) Visual Studio Team System
11 9 (0.64%) Mocha
12 8 (0.56%) Gradle
12 8 (0.56%) Karma Test Runner
13 7 (0.49%) Eclipse
General
1 414 (29.22%) Finance
2 214 (15.10%) Marketing
3 161 (11.36%) Banking
4 74 (5.22%) Retail
5 46 (3.25%) Advertising
5 46 (3.25%) Investment Banking
6 44 (3.11%) Legal
7 36 (2.54%) Telecoms
8 33 (2.33%) Games
9 29 (2.05%) Law
9 29 (2.05%) Manufacturing
10 28 (1.98%) Front Office
11 22 (1.55%) Publishing
12 21 (1.48%) Retail Banking
13 15 (1.06%) Financial Institution
14 12 (0.85%) Private Banking
15 11 (0.78%) Automotive
15 11 (0.78%) Pharmaceutical
16 6 (0.42%) Electronics
17 5 (0.35%) Local Government
Job Titles
1 364 (25.69%) Developer
2 272 (19.20%) Analyst
3 139 (9.81%) Consultant
4 134 (9.46%) Architect
5 113 (7.97%) Data Scientist
6 101 (7.13%) Data Analyst
7 96 (6.77%) Business Intelligence Analyst
8 80 (5.65%) Business Intelligence Developer
9 67 (4.73%) Designer
10 63 (4.45%) Business Intelligence Consultant
11 54 (3.81%) Senior Developer
12 48 (3.39%) Data Architect
13 47 (3.32%) Financial Analyst
14 45 (3.18%) Data Engineer
15 43 (3.03%) C# Developer
15 43 (3.03%) SQL Analyst
16 40 (2.82%) JavaScript Developer
17 39 (2.75%) Business Intelligence Lead
18 37 (2.61%) Analytics Manager
18 37 (2.61%) Business Analyst
Libraries, Frameworks & Software Standards
1 219 (15.46%) HTML
2 183 (12.91%) CSS
3 121 (8.54%) AngularJS
4 104 (7.34%) .NET
5 100 (7.06%) D3.js
6 98 (6.92%) React
7 90 (6.35%) HTML5
8 59 (4.16%) Kafka
9 55 (3.88%) Web Services
10 52 (3.67%) Node.js
11 44 (3.11%) Natural Language Processing
11 44 (3.11%) RESTful
12 43 (3.03%) CSS3
13 39 (2.75%) XML
14 33 (2.33%) ASP.NET
15 30 (2.12%) Angular 2
16 29 (2.05%) Twitter Bootstrap
16 29 (2.05%) WCF
17 28 (1.98%) jQuery
18 25 (1.76%) KnockoutJS
Miscellaneous
1 312 (22.02%) Analytical Skills
2 235 (16.58%) Computer Science
3 118 (8.33%) User Experience
4 82 (5.79%) Algorithms
5 74 (5.22%) Management Information System
6 65 (4.59%) Data Structures
7 42 (2.96%) Fintech
8 36 (2.54%) Graphic Design
8 36 (2.54%) Mobile App
9 34 (2.40%) Greenfield Project
10 32 (2.26%) Data Centre
11 30 (2.12%) Analytical Mindset
12 29 (2.05%) Credit Risk
13 24 (1.69%) Taxonomies
14 22 (1.55%) Social Media
15 19 (1.34%) Equities
16 17 (1.20%) Enterprise Software
17 15 (1.06%) Social Network
18 13 (0.92%) Animation
18 13 (0.92%) Robotics
Operating Systems
1 93 (6.56%) Linux
2 51 (3.60%) Windows
3 49 (3.46%) Unix
4 14 (0.99%) Android
4 14 (0.99%) Apple iOS
5 11 (0.78%) Windows 10
6 8 (0.56%) CentOS
7 7 (0.49%) Red Hat Enterprise Linux
7 7 (0.49%) Windows Server
8 6 (0.42%) Mac OS X
9 3 (0.21%) Debian
9 3 (0.21%) Windows Server 2008
9 3 (0.21%) Windows Server 2012
10 1 (0.071%) Ubuntu
10 1 (0.071%) Windows 7
10 1 (0.071%) Windows Server 2003
Processes & Methodologies
1 760 (53.63%) Data Visualisation
2 706 (49.82%) Analytics
3 586 (41.35%) Business Intelligence
4 330 (23.29%) Agile Software Development
5 271 (19.12%) ETL
6 225 (15.88%) Data Modelling
7 223 (15.74%) Data Analytics
8 222 (15.67%) Machine Learning
9 211 (14.89%) Mathematics
10 186 (13.13%) Data Analysis
11 178 (12.56%) Data Management
12 170 (12.00%) Statistics
13 134 (9.46%) Stakeholder Management
14 123 (8.68%) Scrum
15 104 (7.34%) Mentoring
16 94 (6.63%) Data Architecture
17 90 (6.35%) Project Management
18 84 (5.93%) Actionable Insight
19 80 (5.65%) Data Integration
20 79 (5.58%) Business Analytics
Programming Languages
1 698 (49.26%) SQL
2 378 (26.68%) Python
3 250 (17.64%) JavaScript
4 227 (16.02%) R
5 206 (14.54%) Java
6 101 (7.13%) Scala
7 99 (6.99%) C#
7 99 (6.99%) T-SQL
8 72 (5.08%) VBA
9 46 (3.25%) PHP
10 37 (2.61%) Ruby
11 33 (2.33%) C++
12 31 (2.19%) TypeScript
13 25 (1.76%) Perl
14 21 (1.48%) Data Analysis Expressions (DAX)
14 21 (1.48%) VB
15 19 (1.34%) C
16 16 (1.13%) Bash Shell
17 14 (0.99%) ES6
18 11 (0.78%) PowerShell
Qualifications
1 355 (25.05%) Degree
2 73 (5.15%) Computer Science Degree
3 40 (2.82%) Numerate Degree
4 28 (1.98%) PhD
5 22 (1.55%) Security Cleared
6 16 (1.13%) SC Cleared
7 15 (1.06%) ITIL Certification
8 14 (0.99%) Master's Degree
9 11 (0.78%) Cisco Certification
9 11 (0.78%) Microsoft Certification
10 9 (0.64%) MBA
10 9 (0.64%) Postgraduate
11 7 (0.49%) PMI Certification
11 7 (0.49%) PMP
12 6 (0.42%) CTC Cleared
12 6 (0.42%) PRINCE2 Practitioner
13 5 (0.35%) MCSA
13 5 (0.35%) MCSE
14 4 (0.28%) MCSD
14 4 (0.28%) Microsoft Certified Architect
Quality Assurance & Compliance
1 137 (9.67%) Data Quality
2 51 (3.60%) QA
3 46 (3.25%) GDPR
4 15 (1.06%) GCP
4 15 (1.06%) MiFID
5 14 (0.99%) EMIR
6 13 (0.92%) CRD IV
7 5 (0.35%) NEBOSH
7 5 (0.35%) SLA
7 5 (0.35%) Solvency II
8 4 (0.28%) Actionable Recommendations
9 3 (0.21%) ISO/IEC 27001
10 2 (0.14%) PMO
10 2 (0.14%) PSD2
11 1 (0.071%) Dodd-Frank
11 1 (0.071%) FATCA
11 1 (0.071%) ISO 14001
11 1 (0.071%) PCI DSS
11 1 (0.071%) WCAG
System Software
1 35 (2.47%) Docker
2 25 (1.76%) HDFS
3 8 (0.56%) Apache Flume
3 8 (0.56%) Apache ZooKeeper
3 8 (0.56%) VMware Infrastructure
4 7 (0.49%) Active Directory
5 4 (0.28%) Hyper-V
6 1 (0.071%) GridGain
Systems Management
1 20 (1.41%) Puppet
2 14 (0.99%) Ansible
2 14 (0.99%) Terraform
3 10 (0.71%) Hadoop YARN
3 10 (0.71%) Kibana
3 10 (0.71%) Kubernetes
3 10 (0.71%) Nagios
3 10 (0.71%) ZABBIX
4 7 (0.49%) Opscode Chef
4 7 (0.49%) Red Hat Satellite
4 7 (0.49%) Red Hat Spacewalk
5 6 (0.42%) Oozie
6 4 (0.28%) Jamf Pro
6 4 (0.28%) Marathon
6 4 (0.28%) Mesos
7 3 (0.21%) Rundeck
8 2 (0.14%) Ambari
8 2 (0.14%) SCCM
8 2 (0.14%) SCOM
8 2 (0.14%) WSUS
Vendors
1 544 (38.39%) Tableau
2 302 (21.31%) Microsoft
3 165 (11.64%) Oracle
4 115 (8.12%) Google
5 86 (6.07%) Adobe
6 79 (5.58%) Alteryx
7 68 (4.80%) SAP
8 41 (2.89%) IBM
9 40 (2.82%) Talend
10 37 (2.61%) Teradata
11 30 (2.12%) MicroStrategy
12 29 (2.05%) Cisco
12 29 (2.05%) Cloudera
13 27 (1.91%) Informatica
14 23 (1.62%) Cognos
15 22 (1.55%) Hortonworks
15 22 (1.55%) Vertica
16 20 (1.41%) Salesforce.com
17 16 (1.13%) Netezza
17 16 (1.13%) Twitter