Period
to 26 April 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 173 169 191
Rank change year-on-year -4 +22 +62
Permanent jobs citing Visualisation 1,403 1,436 1,527
As % of all permanent IT jobs advertised in London 2.01% 2.11% 1.82%
As % of the Processes & Methodologies category 2.19% 2.31% 2.00%
Number of salaries quoted 1,065 1,192 1,294
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £37,623 £37,500 £37,500
90th Percentile £95,150 £92,500 £90,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

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 64,114 62,160 76,476
As % of all permanent IT jobs advertised in London 91.76% 91.30% 91.07%
Number of salaries quoted 52,499 52,128 65,544
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,750 £34,000 £33,500
90th Percentile £93,750 £90,000 £87,500
England median annual salary £50,000 £50,000 £47,961
% change year-on-year - +4.25% +3.14%

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 26 April 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 26 April 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 -56 215 £62,500 - 42
West London +13 53 £45,000 +13.92% 28
South London -6 24 £48,000 -31.43% 4
East London +18 22 £95,000 +31.03% 14
North London -4 1 £37,500 -11.76% 2
Visualisation
England

For the 6 months to 26 April 2018, IT jobs citing 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 London region with a requirement for Visualisation.

1 786 (56.02%) Data Visualisation
2 656 (46.76%) SQL
3 643 (45.83%) Analytics
4 576 (41.05%) Business Intelligence
5 516 (36.78%) Tableau
6 448 (31.93%) Python
7 369 (26.30%) Big Data
8 364 (25.94%) Finance
9 343 (24.45%) SQL Server
10 335 (23.88%) Agile Software Development
11 312 (22.24%) Degree
11 312 (22.24%) Analytical Skills
12 301 (21.45%) Data Science
13 296 (21.10%) Power BI
14 270 (19.24%) Microsoft
15 266 (18.96%) Data Warehouse
16 262 (18.67%) Hadoop
17 250 (17.82%) Machine Learning
18 249 (17.75%) R
19 243 (17.32%) ETL
20 240 (17.11%) Data Analytics
21 239 (17.03%) Java
22 234 (16.68%) Data Modelling
23 225 (16.04%) JavaScript
24 203 (14.47%) Computer Science
25 201 (14.33%) Apache Spark
26 189 (13.47%) Mathematics
27 185 (13.19%) Microsoft Excel
28 182 (12.97%) Problem-Solving
29 181 (12.90%) SQL Server Integration Services

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
1 201 (14.33%) Apache Spark
2 109 (7.77%) SAS
3 47 (3.35%) Apache
4 35 (2.49%) Elasticsearch
5 25 (1.78%) Apache Pig
6 16 (1.14%) Confluence
7 12 (0.86%) R Markdown
8 11 (0.78%) CMS
8 11 (0.78%) JBoss
9 10 (0.71%) Apache Airflow
9 10 (0.71%) Apache Solr
9 10 (0.71%) Tomcat
9 10 (0.71%) WordPress
10 7 (0.50%) SharePoint
11 6 (0.43%) Oracle SOA Suite
12 5 (0.36%) Luigi
13 4 (0.29%) BizTalk Server
13 4 (0.29%) Drupal
13 4 (0.29%) Jetty
13 4 (0.29%) nginx
Applications
1 185 (13.19%) Microsoft Excel
2 52 (3.71%) SPSS
3 43 (3.06%) MS Visio
4 34 (2.42%) Microsoft PowerPoint
5 33 (2.35%) Microsoft Office
6 15 (1.07%) Photoshop
7 14 (1.00%) Adobe Creative Suite
8 11 (0.78%) Adobe Illustrator
9 9 (0.64%) Microsoft Project
10 8 (0.57%) InDesign
11 6 (0.43%) Weka
12 5 (0.36%) Adobe Premiere
12 5 (0.36%) Chatbot
13 4 (0.29%) Mathematica
14 3 (0.21%) Adobe After Effects
15 2 (0.14%) AutoCAD
15 2 (0.14%) Maya
16 1 (0.071%) 3ds Max
16 1 (0.071%) CPLEX
16 1 (0.071%) Spreadsheet
Business Applications
1 15 (1.07%) Cognos Business Intelligence
2 7 (0.50%) Dynamics CRM
3 6 (0.43%) Eloqua
3 6 (0.43%) Relativity
4 4 (0.29%) Elite 3E
4 4 (0.29%) SAP S/4HANA
5 3 (0.21%) Abakus
5 3 (0.21%) Adobe Campaign
5 3 (0.21%) Dynamics AX
5 3 (0.21%) NetSuite
5 3 (0.21%) Oracle Procure-to-Pay
5 3 (0.21%) WebTrends
6 2 (0.14%) Actimize
6 2 (0.14%) Oracle AML
6 2 (0.14%) Oracle Financials
6 2 (0.14%) SAP BPC
6 2 (0.14%) SAP GRC
6 2 (0.14%) SAP Oil and Gas
6 2 (0.14%) Unit4 Business World
7 1 (0.071%) Salesforce.com CRM
Cloud Services
1 131 (9.34%) Microsoft Azure
2 114 (8.13%) Amazon AWS
3 40 (2.85%) Google Analytics
4 39 (2.78%) Adobe Analytics
5 37 (2.64%) Azure Data Factory
6 32 (2.28%) Google Cloud Platform
7 27 (1.92%) SaaS
8 23 (1.64%) npm
9 21 (1.50%) GitHub
10 18 (1.28%) Salesforce Sales Cloud
11 16 (1.14%) Amazon S3
12 15 (1.07%) Salesforce Service Cloud
13 12 (0.86%) Amazon EC2
13 12 (0.86%) Azure Machine Learning
13 12 (0.86%) PaaS
14 11 (0.78%) Amazon EMR
15 9 (0.64%) AWS Lambda
15 9 (0.64%) Serverless
16 8 (0.57%) Amazon Kinesis
17 7 (0.50%) IaaS
Communications & Networking
1 22 (1.57%) Network Security
2 21 (1.50%) SSL
3 13 (0.93%) Internet
4 11 (0.78%) Wireless
5 9 (0.64%) VoIP
6 6 (0.43%) Broadband
7 5 (0.36%) CTI
7 5 (0.36%) DNS
8 4 (0.29%) BGP
8 4 (0.29%) OSPF
9 3 (0.21%) Bluetooth
9 3 (0.21%) Firewall
10 2 (0.14%) GPRS
10 2 (0.14%) GSM
10 2 (0.14%) Kerberos
10 2 (0.14%) LTE
10 2 (0.14%) Radio Access Network
10 2 (0.14%) SMS
10 2 (0.14%) UMTS
11 1 (0.071%) Fibre Channel
Database & Business Intelligence
1 369 (26.30%) Big Data
2 343 (24.45%) SQL Server
3 296 (21.10%) Power BI
4 266 (18.96%) Data Warehouse
5 262 (18.67%) Hadoop
6 181 (12.90%) QlikView
6 181 (12.90%) SQL Server Integration Services
7 179 (12.76%) SQL Server Reporting Services
8 155 (11.05%) NoSQL
9 148 (10.55%) SQL Server Analysis Services
10 110 (7.84%) Apache Hive
11 88 (6.27%) Relational Database
12 87 (6.20%) MongoDB
13 81 (5.77%) Data Lake
14 73 (5.20%) MySQL
15 69 (4.92%) Data Mining
16 64 (4.56%) HBase
17 63 (4.49%) OLAP
18 54 (3.85%) PostgreSQL
19 49 (3.49%) Spotfire
Development Applications
1 89 (6.34%) Git (software)
2 49 (3.49%) Team Foundation Server
3 43 (3.06%) JIRA
4 40 (2.85%) Jenkins
5 28 (2.00%) Cucumber
6 26 (1.85%) ERwin
7 25 (1.78%) Visual Studio Team System
8 23 (1.64%) Gradle
9 19 (1.35%) Jasmine
9 19 (1.35%) Karma Test Runner
9 19 (1.35%) Subversion
10 18 (1.28%) webpack
11 17 (1.21%) Selenium
11 17 (1.21%) SQL Server Management Studio (SSMS)
12 15 (1.07%) gulp
13 14 (1.00%) Grunt
14 12 (0.86%) Eclipse
14 12 (0.86%) RStudio
15 10 (0.71%) Visual Studio
16 9 (0.64%) Maven
General
1 364 (25.94%) Finance
2 153 (10.91%) Marketing
3 142 (10.12%) Banking
4 81 (5.77%) Retail
5 76 (5.42%) Investment Banking
6 69 (4.92%) Advertising
7 46 (3.28%) Telecoms
8 43 (3.06%) Front Office
9 39 (2.78%) Games
10 36 (2.57%) Manufacturing
11 24 (1.71%) Law
12 22 (1.57%) Financial Institution
13 19 (1.35%) Pharmaceutical
14 16 (1.14%) Legal
15 7 (0.50%) Publishing
16 6 (0.43%) Billing
16 6 (0.43%) Electronics
17 4 (0.29%) Automotive
18 3 (0.21%) Back Office
18 3 (0.21%) Retail Banking
Job Titles
1 436 (31.08%) Developer
2 238 (16.96%) Analyst
3 138 (9.84%) Business Intelligence Developer
4 129 (9.19%) Data Scientist
5 127 (9.05%) Architect
6 123 (8.77%) Consultant
7 86 (6.13%) Business Intelligence Analyst
8 74 (5.27%) Data Engineer
9 72 (5.13%) Data Analyst
10 63 (4.49%) SQL Developer
11 56 (3.99%) C# Developer
12 53 (3.78%) Senior Developer
13 49 (3.49%) Data Architect
14 47 (3.35%) Front End Developer (Client-Side Developer)
15 45 (3.21%) Business Analyst
15 45 (3.21%) Designer
16 42 (2.99%) JavaScript Developer
16 42 (2.99%) SQL BI Developer
17 41 (2.92%) Business Intelligence Consultant
18 38 (2.71%) Senior Analyst
Libraries, Frameworks & Software Standards
1 172 (12.26%) HTML
2 133 (9.48%) CSS
3 131 (9.34%) D3.js
4 122 (8.70%) AngularJS
5 110 (7.84%) .NET
6 90 (6.41%) React
7 85 (6.06%) Kafka
8 83 (5.92%) Natural Language Processing
9 78 (5.56%) HTML5
10 70 (4.99%) XML
11 68 (4.85%) Node.js
12 61 (4.35%) Web Services
13 58 (4.13%) RESTful
14 40 (2.85%) scikit-learn
15 39 (2.78%) NumPy
16 38 (2.71%) JSON
16 38 (2.71%) WCF
17 35 (2.49%) CSS3
18 33 (2.35%) Angular 2
19 32 (2.28%) Vue (Vue.js)
Miscellaneous
1 312 (22.24%) Analytical Skills
2 203 (14.47%) Computer Science
3 105 (7.48%) User Experience
4 95 (6.77%) Algorithms
5 75 (5.35%) Data Structures
6 63 (4.49%) Management Information System
7 58 (4.13%) Self-Motivation
8 51 (3.64%) Greenfield Project
9 50 (3.56%) Fintech
10 48 (3.42%) Mobile App
11 41 (2.92%) Equities
12 31 (2.21%) Data Centre
13 22 (1.57%) Life Science
13 22 (1.57%) Social Media
14 21 (1.50%) Analytical Mindset
15 20 (1.43%) Graphic Design
16 19 (1.35%) Enterprise Software
17 18 (1.28%) Robotics
18 17 (1.21%) Fixed Income
19 15 (1.07%) Taxonomies
Operating Systems
1 112 (7.98%) Linux
2 64 (4.56%) Windows
3 31 (2.21%) Unix
4 22 (1.57%) Windows 10
5 19 (1.35%) Android
6 16 (1.14%) Apple iOS
7 6 (0.43%) Windows Server
8 4 (0.29%) CentOS
8 4 (0.29%) Debian
8 4 (0.29%) Mac OS X
9 3 (0.21%) Red Hat Enterprise Linux
10 2 (0.14%) Windows Server 2008
10 2 (0.14%) Windows Server 2012
11 1 (0.071%) Windows 7
Processes & Methodologies
1 786 (56.02%) Data Visualisation
2 643 (45.83%) Analytics
3 576 (41.05%) Business Intelligence
4 335 (23.88%) Agile Software Development
5 301 (21.45%) Data Science
6 250 (17.82%) Machine Learning
7 243 (17.32%) ETL
8 240 (17.11%) Data Analytics
9 234 (16.68%) Data Modelling
10 189 (13.47%) Mathematics
11 182 (12.97%) Problem-Solving
12 170 (12.12%) Data Analysis
13 146 (10.41%) Statistics
14 143 (10.19%) Data Management
15 112 (7.98%) Decision-Making
16 111 (7.91%) Scrum
17 102 (7.27%) Data Governance
17 102 (7.27%) Stakeholder Management
18 99 (7.06%) Artificial Intelligence
19 92 (6.56%) Test Automation
Programming Languages
1 656 (46.76%) SQL
2 448 (31.93%) Python
3 249 (17.75%) R
4 239 (17.03%) Java
5 225 (16.04%) JavaScript
6 126 (8.98%) C#
7 117 (8.34%) T-SQL
8 96 (6.84%) Scala
8 96 (6.84%) VBA
9 48 (3.42%) C++
10 44 (3.14%) Data Analysis Expressions (DAX)
11 43 (3.06%) TypeScript
12 38 (2.71%) PHP
13 36 (2.57%) Ruby
14 31 (2.21%) MATLAB
14 31 (2.21%) PowerShell
15 30 (2.14%) Perl
16 23 (1.64%) C
17 20 (1.43%) Bash Shell
17 20 (1.43%) Go
Qualifications
1 312 (22.24%) Degree
2 60 (4.28%) Computer Science Degree
3 47 (3.35%) PhD
4 31 (2.21%) TOGAF Certification
5 30 (2.14%) Numerate Degree
6 22 (1.57%) Master's Degree
6 22 (1.57%) Security Cleared
7 12 (0.86%) SC Cleared
8 11 (0.78%) ITIL Certification
9 9 (0.64%) Cisco Certification
9 9 (0.64%) Microsoft Certification
10 8 (0.57%) MBA
10 8 (0.57%) MCSD
10 8 (0.57%) Microsoft Certified Architect
11 5 (0.36%) Postgraduate
12 4 (0.29%) ISEB
12 4 (0.29%) ISTQB
13 2 (0.14%) CISA
13 2 (0.14%) Oracle Certification
14 1 (0.071%) PMI Certification
Quality Assurance & Compliance
1 119 (8.48%) Data Quality
2 66 (4.70%) QA
3 28 (2.00%) GDPR
4 14 (1.00%) Solvency II
5 12 (0.86%) MiFID
6 9 (0.64%) EMIR
7 8 (0.57%) GCP
8 6 (0.43%) CRD IV
8 6 (0.43%) Dodd-Frank
8 6 (0.43%) SLA
9 5 (0.36%) FATCA
10 4 (0.29%) IFRS
10 4 (0.29%) IFRS 9
10 4 (0.29%) PMO
11 2 (0.14%) ISO/IEC 27001
12 1 (0.071%) Actionable Recommendations
12 1 (0.071%) ISO 14001
12 1 (0.071%) Val IT
System Software
1 59 (4.21%) HDFS
2 52 (3.71%) Docker
3 15 (1.07%) Apache ZooKeeper
4 6 (0.43%) Apache Flume
5 4 (0.29%) Virtual Machines
5 4 (0.29%) VirtualBox
5 4 (0.29%) VMware Infrastructure
6 3 (0.21%) Active Directory
6 3 (0.21%) Hyper-V
7 1 (0.071%) GridGain
7 1 (0.071%) NFS
Systems Management
1 21 (1.50%) Ansible
2 19 (1.35%) Hadoop YARN
3 16 (1.14%) Ambari
3 16 (1.14%) Kubernetes
4 14 (1.00%) Puppet
5 13 (0.93%) Kibana
5 13 (0.93%) Terraform
6 11 (0.78%) Oozie
7 8 (0.57%) Single Sign-On
8 6 (0.43%) Opscode Chef
9 5 (0.36%) Nagios
9 5 (0.36%) ZABBIX
10 4 (0.29%) Docker Swarm
11 3 (0.21%) Marathon
11 3 (0.21%) Mesos
11 3 (0.21%) Prometheus
12 2 (0.14%) Grafana
12 2 (0.14%) Rundeck
12 2 (0.14%) SCCM
12 2 (0.14%) WSUS
Vendors
1 516 (36.78%) Tableau
2 270 (19.24%) Microsoft
3 157 (11.19%) Oracle
4 106 (7.56%) Google
5 99 (7.06%) Alteryx
6 68 (4.85%) Adobe
7 46 (3.28%) Salesforce.com
8 42 (2.99%) Cloudera
9 41 (2.92%) SAP
10 40 (2.85%) IBM
11 38 (2.71%) Cisco
11 38 (2.71%) Cognos
12 32 (2.28%) MicroStrategy
12 32 (2.28%) Talend
13 23 (1.64%) Teradata
14 22 (1.57%) Informatica
14 22 (1.57%) Vertica
15 21 (1.50%) Hortonworks
16 20 (1.43%) WorldPay
17 15 (1.07%) Twitter