Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 172 166 198
Rank change year-on-year -6 +32 +28
Permanent jobs citing Visualisation 1,486 1,574 1,521
As % of all permanent IT jobs advertised in London 2.09% 2.15% 1.83%
As % of the Processes & Methodologies category 2.29% 2.34% 2.00%
Number of salaries quoted 1,080 1,274 1,256
London median annual salary £60,000 £60,000 £60,000
10th Percentile £37,500 £36,250 £40,000
90th Percentile £95,000 £98,000 £97,500
England median annual salary £52,000 £52,500 £53,500
% change year-on-year -0.95% -1.87% +7.00%

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 64,983 67,141 75,969
As % of all permanent IT jobs advertised in London 91.40% 91.75% 91.38%
Number of salaries quoted 51,984 53,539 65,481
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,250
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,000 £50,000 £50,000

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 18 July 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 18 July 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 -44 218 £60,000 -4.00% 62
West London +17 51 £45,000 +12.50% 38
South London +35 44 £47,500 -58.70% 8
East London +30 40 £95,000 +192.31% 13
North London -6 1 £37,500 -11.76% 1
Visualisation
England

For the 6 months to 18 July 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.

1 777 (52.29%) Data Visualisation
2 687 (46.23%) SQL
3 682 (45.90%) Analytics
4 611 (41.12%) Business Intelligence
5 514 (34.59%) Tableau
6 478 (32.17%) Python
7 428 (28.80%) Finance
8 396 (26.65%) Agile Software Development
9 395 (26.58%) Big Data
10 380 (25.57%) Analytical Skills
11 345 (23.22%) Degree
12 337 (22.68%) SQL Server
13 335 (22.54%) Power BI
14 323 (21.74%) Data Science
15 276 (18.57%) Machine Learning
16 272 (18.30%) Hadoop
17 268 (18.03%) Data Analytics
18 262 (17.63%) Microsoft
19 259 (17.43%) ETL
20 258 (17.36%) Data Warehouse
21 252 (16.96%) Java
22 244 (16.42%) R
23 241 (16.22%) Problem-Solving
24 236 (15.88%) Data Modelling
25 235 (15.81%) SQL Server Integration Services
26 229 (15.41%) Computer Science
27 220 (14.80%) JavaScript
28 207 (13.93%) Apache Spark
29 206 (13.86%) SQL Server Reporting Services
30 205 (13.80%) Microsoft Excel

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
1 207 (13.93%) Apache Spark
2 94 (6.33%) SAS
3 61 (4.10%) Apache
4 37 (2.49%) Elasticsearch
5 21 (1.41%) CMS
6 18 (1.21%) Confluence
7 14 (0.94%) Apache Solr
8 12 (0.81%) Apache Pig
8 12 (0.81%) SharePoint
9 10 (0.67%) JBoss
9 10 (0.67%) Tomcat
10 9 (0.61%) WordPress
11 8 (0.54%) Alfresco
12 6 (0.40%) Oracle SOA Suite
13 4 (0.27%) EPiServer
13 4 (0.27%) Jetty
13 4 (0.27%) Marvel
13 4 (0.27%) nginx
13 4 (0.27%) R Markdown
13 4 (0.27%) Umbraco
Applications
1 205 (13.80%) Microsoft Excel
2 37 (2.49%) SPSS
3 30 (2.02%) Microsoft Office
4 25 (1.68%) Microsoft PowerPoint
4 25 (1.68%) MS Visio
5 20 (1.35%) Adobe Creative Suite
6 11 (0.74%) Photoshop
7 9 (0.61%) Microsoft Project
8 8 (0.54%) Adobe Illustrator
8 8 (0.54%) InDesign
9 6 (0.40%) InVision
10 3 (0.20%) CPLEX
10 3 (0.20%) Mathematica
10 3 (0.20%) Stata
11 2 (0.13%) Adobe After Effects
11 2 (0.13%) Adobe Premiere
12 1 (0.067%) 3ds Max
12 1 (0.067%) AutoCAD
12 1 (0.067%) Maya
12 1 (0.067%) Spreadsheet
Business Applications
1 11 (0.74%) Cognos Business Intelligence
2 8 (0.54%) Abakus
3 6 (0.40%) Dynamics CRM
4 4 (0.27%) Actimize
4 4 (0.27%) SAP BPC
4 4 (0.27%) SAP S/4HANA
5 3 (0.20%) Eloqua
5 3 (0.20%) Oracle Financials
5 3 (0.20%) Oracle Procure-to-Pay
5 3 (0.20%) Salesforce.com CRM
5 3 (0.20%) SAP GRC
5 3 (0.20%) SAP Oil and Gas
6 2 (0.13%) Adobe Campaign
6 2 (0.13%) Misys Midas
6 2 (0.13%) Oracle AML
6 2 (0.13%) Relativity
6 2 (0.13%) Unit4 Business World
7 1 (0.067%) FastStats
7 1 (0.067%) Markit EDM
7 1 (0.067%) WebTrends
Cloud Services
1 151 (10.16%) Amazon AWS
2 145 (9.76%) Microsoft Azure
3 53 (3.57%) Google Analytics
4 43 (2.89%) Azure Data Factory
5 34 (2.29%) SaaS
6 31 (2.09%) Adobe Analytics
7 25 (1.68%) npm
8 24 (1.62%) Google Cloud Platform
9 21 (1.41%) GitHub
10 18 (1.21%) Serverless
11 17 (1.14%) Amazon S3
11 17 (1.14%) Cloud Computing
12 16 (1.08%) AWS Lambda
13 15 (1.01%) Amazon EMR
13 15 (1.01%) PaaS
13 15 (1.01%) Salesforce Sales Cloud
13 15 (1.01%) Salesforce Service Cloud
14 12 (0.81%) Amazon EC2
15 10 (0.67%) IaaS
16 9 (0.61%) Heroku
Communications & Networking
1 17 (1.14%) SSL
2 8 (0.54%) Internet
2 8 (0.54%) Network Security
3 7 (0.47%) DNS
4 5 (0.34%) Firewall
4 5 (0.34%) HTTP
5 4 (0.27%) BGP
5 4 (0.27%) HTTPS
5 4 (0.27%) OSPF
6 3 (0.20%) Bluetooth
6 3 (0.20%) Broadband
6 3 (0.20%) CTI
6 3 (0.20%) LAN
6 3 (0.20%) TCP/IP
6 3 (0.20%) WAN
6 3 (0.20%) Wireless
7 2 (0.13%) GPRS
7 2 (0.13%) GSM
7 2 (0.13%) LTE
7 2 (0.13%) Radio Access Network
Database & Business Intelligence
1 395 (26.58%) Big Data
2 337 (22.68%) SQL Server
3 335 (22.54%) Power BI
4 272 (18.30%) Hadoop
5 258 (17.36%) Data Warehouse
6 235 (15.81%) SQL Server Integration Services
7 206 (13.86%) SQL Server Reporting Services
8 186 (12.52%) SQL Server Analysis Services
9 169 (11.37%) NoSQL
10 161 (10.83%) QlikView
11 121 (8.14%) Apache Hive
12 114 (7.67%) Data Lake
13 84 (5.65%) Relational Database
14 74 (4.98%) Data Mining
15 73 (4.91%) MongoDB
16 70 (4.71%) HBase
17 69 (4.64%) MySQL
18 56 (3.77%) BusinessObjects
18 56 (3.77%) PostgreSQL
19 48 (3.23%) OLAP
Development Applications
1 111 (7.47%) Git (software)
2 78 (5.25%) Team Foundation Server
3 53 (3.57%) Jenkins
4 46 (3.10%) JIRA
5 35 (2.36%) Selenium
6 28 (1.88%) Cucumber
6 28 (1.88%) Visual Studio Team System
7 22 (1.48%) Subversion
7 22 (1.48%) TeamCity
7 22 (1.48%) webpack
8 21 (1.41%) Gradle
9 19 (1.28%) SQL Server Management Studio (SSMS)
10 17 (1.14%) Visual Studio
11 16 (1.08%) gulp
11 16 (1.08%) Jasmine
11 16 (1.08%) Karma Test Runner
12 14 (0.94%) Maven
13 11 (0.74%) CA Release Automation
13 11 (0.74%) Vagrant
14 10 (0.67%) Grunt
General
1 428 (28.80%) Finance
2 167 (11.24%) Banking
3 164 (11.04%) Marketing
4 103 (6.93%) Investment Banking
5 82 (5.52%) Retail
6 72 (4.85%) Financial Institution
7 70 (4.71%) Advertising
8 65 (4.37%) Front Office
9 33 (2.22%) Telecoms
10 29 (1.95%) Games
11 20 (1.35%) Law
12 19 (1.28%) Manufacturing
13 16 (1.08%) Back Office
14 14 (0.94%) Legal
15 13 (0.87%) Pharmaceutical
16 11 (0.74%) Electronics
17 8 (0.54%) Publishing
18 7 (0.47%) Billing
19 5 (0.34%) Automotive
20 4 (0.27%) Local Government
Job Titles
1 505 (33.98%) Developer
2 249 (16.76%) Analyst
3 178 (11.98%) Business Intelligence Developer
4 160 (10.77%) Data Scientist
5 118 (7.94%) Consultant
6 100 (6.73%) Data Engineer
7 99 (6.66%) Data Analyst
8 93 (6.26%) SQL Developer
9 90 (6.06%) Architect
10 85 (5.72%) Business Intelligence Analyst
11 54 (3.63%) C# Developer
11 54 (3.63%) SQL BI Developer
11 54 (3.63%) SSIS Developer
12 53 (3.57%) Front End Developer (Client-Side Developer)
13 50 (3.36%) Senior Developer
14 49 (3.30%) Designer
15 47 (3.16%) SSAS Developer
16 46 (3.10%) Data Architect
16 46 (3.10%) Power BI Developer
16 46 (3.10%) SSRS Developer
Libraries, Frameworks & Software Standards
1 164 (11.04%) HTML
2 132 (8.88%) .NET
3 114 (7.67%) D3.js
4 108 (7.27%) CSS
5 91 (6.12%) AngularJS
6 87 (5.85%) Natural Language Processing
7 82 (5.52%) Kafka
8 81 (5.45%) XML
9 78 (5.25%) React
10 74 (4.98%) HTML5
11 72 (4.85%) RESTful
12 69 (4.64%) Node.js
13 53 (3.57%) TensorFlow
14 51 (3.43%) Pandas
15 50 (3.36%) NumPy
16 47 (3.16%) WCF
17 46 (3.10%) scikit-learn
17 46 (3.10%) Web Services
18 44 (2.96%) SciPy
19 37 (2.49%) Redux
Miscellaneous
1 380 (25.57%) Analytical Skills
2 229 (15.41%) Computer Science
3 135 (9.08%) User Experience
4 111 (7.47%) Algorithms
5 72 (4.85%) Self-Motivation
6 64 (4.31%) Data Structures
7 59 (3.97%) Management Information System
8 54 (3.63%) Cyberthreat
9 51 (3.43%) Mobile App
10 50 (3.36%) Fintech
11 47 (3.16%) Equities
11 47 (3.16%) Greenfield Project
12 35 (2.36%) Hedge funds
13 29 (1.95%) Analytical Mindset
14 25 (1.68%) Life Science
15 22 (1.48%) Graphic Design
15 22 (1.48%) Social Media
16 19 (1.28%) Replication
17 18 (1.21%) Fixed Income
18 17 (1.14%) Virtual Team
Operating Systems
1 125 (8.41%) Linux
2 55 (3.70%) Windows
3 32 (2.15%) Unix
4 21 (1.41%) Android
5 17 (1.14%) Apple iOS
6 16 (1.08%) Windows 10
7 10 (0.67%) CentOS
7 10 (0.67%) Red Hat Enterprise Linux
8 6 (0.40%) Windows Server
9 4 (0.27%) Mac OS X
10 2 (0.13%) Ubuntu
10 2 (0.13%) VMS
11 1 (0.067%) Debian
11 1 (0.067%) Mac OS
11 1 (0.067%) Windows Phone
Processes & Methodologies
1 777 (52.29%) Data Visualisation
2 682 (45.90%) Analytics
3 611 (41.12%) Business Intelligence
4 396 (26.65%) Agile Software Development
5 323 (21.74%) Data Science
6 276 (18.57%) Machine Learning
7 268 (18.03%) Data Analytics
8 259 (17.43%) ETL
9 241 (16.22%) Problem-Solving
10 236 (15.88%) Data Modelling
11 185 (12.45%) Mathematics
12 175 (11.78%) Data Analysis
13 155 (10.43%) Scrum
14 132 (8.88%) Statistics
15 122 (8.21%) Data Management
16 119 (8.01%) Decision-Making
17 111 (7.47%) Test Automation
18 103 (6.93%) DevOps
19 101 (6.80%) Software Engineering
19 101 (6.80%) TDD
Programming Languages
1 687 (46.23%) SQL
2 478 (32.17%) Python
3 252 (16.96%) Java
4 244 (16.42%) R
5 220 (14.80%) JavaScript
6 167 (11.24%) T-SQL
7 139 (9.35%) C#
8 117 (7.87%) VBA
9 105 (7.07%) Scala
10 75 (5.05%) C++
11 61 (4.10%) Data Analysis Expressions (DAX)
12 42 (2.83%) Ruby
13 40 (2.69%) MATLAB
14 33 (2.22%) PHP
15 31 (2.09%) PowerShell
16 30 (2.02%) TypeScript
17 24 (1.62%) C
18 23 (1.55%) VB
19 20 (1.35%) Go
20 19 (1.28%) PL/SQL
Qualifications
1 345 (23.22%) Degree
2 66 (4.44%) Computer Science Degree
3 62 (4.17%) PhD
4 35 (2.36%) Master's Degree
5 33 (2.22%) Numerate Degree
6 19 (1.28%) Security Cleared
7 17 (1.14%) TOGAF Certification
8 11 (0.74%) SC Cleared
9 8 (0.54%) Microsoft Certification
10 4 (0.27%) CFA
10 4 (0.27%) CIMA
10 4 (0.27%) MBA
10 4 (0.27%) MCSD
10 4 (0.27%) Microsoft Certified Architect
11 3 (0.20%) CISA
11 3 (0.20%) Cisco Certification
11 3 (0.20%) ISEB
11 3 (0.20%) ISTQB
11 3 (0.20%) Oracle Certification
12 2 (0.13%) ITIL Certification
Quality Assurance & Compliance
1 97 (6.53%) Data Quality
2 63 (4.24%) QA
3 19 (1.28%) GDPR
4 13 (0.87%) Solvency II
5 12 (0.81%) GCP
6 9 (0.61%) Actionable Recommendations
6 9 (0.61%) Dodd-Frank
7 8 (0.54%) IFRS
8 7 (0.47%) FATCA
8 7 (0.47%) IFRS 9
8 7 (0.47%) MiFID
9 6 (0.40%) PMO
10 5 (0.34%) SLA
11 2 (0.13%) EMIR
12 1 (0.067%) Section 508
12 1 (0.067%) Val IT
System Software
1 76 (5.11%) Docker
2 68 (4.58%) HDFS
3 14 (0.94%) Apache ZooKeeper
4 11 (0.74%) Apache Flume
5 6 (0.40%) VirtualBox
6 4 (0.27%) Virtual Machines
7 2 (0.13%) Hyper-V
7 2 (0.13%) VMware Infrastructure
8 1 (0.067%) NFS
8 1 (0.067%) Oracle RAC
Systems Management
1 31 (2.09%) Kubernetes
2 30 (2.02%) Ansible
3 26 (1.75%) Terraform
4 18 (1.21%) Kibana
5 17 (1.14%) Ambari
6 12 (0.81%) Grafana
6 12 (0.81%) Nagios
6 12 (0.81%) Puppet
7 11 (0.74%) Hadoop YARN
8 10 (0.67%) Oozie
9 9 (0.61%) Red Hat Spacewalk
10 6 (0.40%) Docker Swarm
11 4 (0.27%) Opscode Chef
11 4 (0.27%) Prometheus
11 4 (0.27%) Single Sign-On
12 3 (0.20%) Failover Clustering
12 3 (0.20%) ZABBIX
13 2 (0.13%) logstash
14 1 (0.067%) Salt
14 1 (0.067%) systemd
Vendors
1 514 (34.59%) Tableau
2 262 (17.63%) Microsoft
3 146 (9.83%) Oracle
4 92 (6.19%) Google
5 76 (5.11%) Adobe
6 74 (4.98%) Alteryx
7 52 (3.50%) Salesforce.com
8 45 (3.03%) Cloudera
9 44 (2.96%) Talend
10 42 (2.83%) SAP
11 36 (2.42%) Cognos
12 26 (1.75%) MicroStrategy
13 24 (1.62%) Cisco
14 23 (1.55%) WorldPay
15 22 (1.48%) Vertica
16 21 (1.41%) IBM
17 20 (1.35%) Hortonworks
18 19 (1.28%) Informatica
19 15 (1.01%) Cognizant
19 15 (1.01%) Red Hat