Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Central London > City of London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 146 158 225
Rank change year-on-year +12 +67 +23
Permanent jobs citing Visualisation 206 210 211
As % of all permanent IT jobs advertised in the City of London 2.02% 1.82% 1.23%
As % of the Processes & Methodologies category 2.24% 2.04% 1.38%
Number of salaries quoted 180 204 178
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% -
10th Percentile £34,000 £41,250 £32,500
90th Percentile £82,250 £95,000 £85,000
Central London median annual salary £62,250 £60,000 £57,500
% change year-on-year +3.75% +4.35% +4.55%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9200 10313 15272
As % of all permanent IT jobs advertised in the City of London 90.13% 89.43% 89.11%
Number of salaries quoted 8307 9399 13239
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £93,950 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Visualisation
Job Vacancy Trend in the City of London

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

Job vacancy trend for Visualisation in the City of London

Visualisation
Salary Trend in the City of London

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

Salary trend for Visualisation in the City of London

Visualisation
Salary Histogram in the City of London

The salary distribution of IT jobs citing Visualisation in the City of London over the 6 months to 20 November 2017.

Salary histogram for Visualisation in the City of London

Visualisation
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the City of London region over the 6 months to 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge +10 2 - -
Visualisation
Central London

For the 6 months to 20 November 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 City of London region with a requirement for Visualisation.

1 119 (57.77%) Data Visualisation
2 109 (52.91%) Business Intelligence
3 104 (50.49%) SQL
4 93 (45.15%) Data Warehouse
5 91 (44.17%) Analytics
6 90 (43.69%) Tableau
7 87 (42.23%) Finance
8 70 (33.98%) Python
8 70 (33.98%) Analytical Skills
9 60 (29.13%) Microsoft
10 57 (27.67%) ETL
11 52 (25.24%) SQL Server
11 52 (25.24%) SQL Server Reporting Services
12 41 (19.90%) R
13 38 (18.45%) Agile Software Development
14 36 (17.48%) SQL Server Integration Services
15 34 (16.50%) Machine Learning
15 34 (16.50%) Data Analytics
16 33 (16.02%) Data Modelling
17 32 (15.53%) Power BI
18 31 (15.05%) QlikView
19 30 (14.56%) Management Information System
20 27 (13.11%) Microsoft Excel
20 27 (13.11%) Business Analysis
20 27 (13.11%) Data Management
20 27 (13.11%) Big Data
21 26 (12.62%) Degree
21 26 (12.62%) SAP
21 26 (12.62%) Validation
22 24 (11.65%) Amazon AWS

Visualisation
Co-occurring IT Skills in the City of 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 16 (7.77%) Apache Spark
2 15 (7.28%) SAS
3 5 (2.43%) SharePoint
4 2 (0.97%) Apache Pig
5 1 (0.49%) Apache Airflow
5 1 (0.49%) CMS
5 1 (0.49%) Confluence
5 1 (0.49%) nginx
5 1 (0.49%) OpenStack
5 1 (0.49%) Oracle Workflow
Applications
1 27 (13.11%) Microsoft Excel
2 10 (4.85%) Microsoft PowerPoint
3 9 (4.37%) MS Visio
4 8 (3.88%) Microsoft Office
5 2 (0.97%) Photoshop
6 1 (0.49%) Adobe Illustrator
6 1 (0.49%) Adobe Premiere
6 1 (0.49%) HipChat
6 1 (0.49%) SPSS
Business Applications
1 6 (2.91%) Revive Adserver
2 2 (0.97%) FastStats
Cloud Services
1 24 (11.65%) Amazon AWS
2 19 (9.22%) Microsoft Azure
3 15 (7.28%) Google Cloud Platform
4 13 (6.31%) Azure Machine Learning
5 6 (2.91%) Adobe Analytics
6 5 (2.43%) OpenShift
7 4 (1.94%) SaaS
8 2 (0.97%) GitHub
9 1 (0.49%) Boomi
9 1 (0.49%) Cloud Computing
9 1 (0.49%) Google Analytics
9 1 (0.49%) npm
9 1 (0.49%) PaaS
Communications & Networking
1 12 (5.83%) Network Security
2 1 (0.49%) DNS
2 1 (0.49%) Internet
Database & Business Intelligence
1 93 (45.15%) Data Warehouse
2 52 (25.24%) SQL Server
2 52 (25.24%) SQL Server Reporting Services
3 36 (17.48%) SQL Server Integration Services
4 32 (15.53%) Power BI
5 31 (15.05%) QlikView
6 27 (13.11%) Big Data
7 23 (11.17%) SQL Server Analysis Services
8 19 (9.22%) SQL Server 2012
9 17 (8.25%) Amazon Redshift
9 17 (8.25%) Hadoop
10 14 (6.80%) BusinessObjects
10 14 (6.80%) Lumira
11 13 (6.31%) Amazon RDS
11 13 (6.31%) PostgreSQL
11 13 (6.31%) SQL Server 2016
12 12 (5.83%) Data Mining
13 10 (4.85%) Apache Cassandra
13 10 (4.85%) BigQuery
13 10 (4.85%) Spotfire
Development Applications
1 6 (2.91%) ERwin
1 6 (2.91%) JIRA
2 5 (2.43%) Mocha
3 4 (1.94%) Jasmine
3 4 (1.94%) PowerDesigner
4 3 (1.46%) Sinon.JS
4 3 (1.46%) Subversion
4 3 (1.46%) Talend Open Studio
5 2 (0.97%) Grunt
5 2 (0.97%) gulp
5 2 (0.97%) Jenkins
5 2 (0.97%) RStudio
5 2 (0.97%) SQL Server Management Studio (SSMS)
5 2 (0.97%) webpack
6 1 (0.49%) Babel
6 1 (0.49%) Balsamiq Mockups
6 1 (0.49%) Bitbucket
6 1 (0.49%) Bower
6 1 (0.49%) Git (software)
6 1 (0.49%) Maven
General
1 87 (42.23%) Finance
2 20 (9.71%) Marketing
3 15 (7.28%) Legal
4 11 (5.34%) Law
5 9 (4.37%) Retail
6 8 (3.88%) Telecoms
7 7 (3.40%) Banking
7 7 (3.40%) Games
8 6 (2.91%) Electronics
8 6 (2.91%) Manufacturing
8 6 (2.91%) Publishing
9 3 (1.46%) Advertising
10 2 (0.97%) Automotive
10 2 (0.97%) Financial Institution
10 2 (0.97%) Front Office
10 2 (0.97%) Pharmaceutical
10 2 (0.97%) Retail Banking
11 1 (0.49%) Military
11 1 (0.49%) Music Industry
11 1 (0.49%) Wholesale Banking
Job Titles
1 74 (35.92%) Analyst
2 49 (23.79%) Developer
3 25 (12.14%) Business Analyst
4 24 (11.65%) Data Scientist
5 20 (9.71%) Business Intelligence Developer
6 17 (8.25%) Insurance Business Analyst
7 16 (7.77%) Financial Analyst
8 15 (7.28%) Report Analyst
9 14 (6.80%) SSAS Developer
10 13 (6.31%) Systems Analyst
11 12 (5.83%) Data Analyst
11 12 (5.83%) Finance Systems Analyst
11 12 (5.83%) Senior Developer
12 11 (5.34%) Business Intelligence Lead
12 11 (5.34%) SSIS Developer
13 10 (4.85%) SSRS Developer
14 9 (4.37%) Business Intelligence Analyst
14 9 (4.37%) Business Intelligence Consultant
14 9 (4.37%) Consultant
15 8 (3.88%) Business Developer
Libraries, Frameworks & Software Standards
1 16 (7.77%) .NET
2 13 (6.31%) ASP.NET
2 13 (6.31%) Web Services
3 11 (5.34%) CSS
3 11 (5.34%) HTML
4 7 (3.40%) AngularJS
5 6 (2.91%) D3.js
5 6 (2.91%) Kafka
6 5 (2.43%) HTML5
6 5 (2.43%) React
7 4 (1.94%) Backbone.js
7 4 (1.94%) Node.js
7 4 (1.94%) Redux
8 3 (1.46%) Chai
8 3 (1.46%) ggplot
8 3 (1.46%) HTML5 Canvas
8 3 (1.46%) Jest
8 3 (1.46%) jQuery
8 3 (1.46%) Underscore.js
8 3 (1.46%) XML
Miscellaneous
1 70 (33.98%) Analytical Skills
2 30 (14.56%) Management Information System
3 23 (11.17%) Computer Science
4 18 (8.74%) Algorithms
5 13 (6.31%) Data Structures
6 12 (5.83%) Cyber Attack
7 11 (5.34%) Fintech
8 8 (3.88%) Virtual Team
9 6 (2.91%) Clustering
10 5 (2.43%) User Experience
11 4 (1.94%) Data Centre
11 4 (1.94%) Hedge funds
12 3 (1.46%) Graphic Design
13 2 (0.97%) Greenfield Project
13 2 (0.97%) Mobile App
13 2 (0.97%) Public Cloud
13 2 (0.97%) Social Media
13 2 (0.97%) Social Network
13 2 (0.97%) Taxonomies
14 1 (0.49%) Internet of Things
Operating Systems
1 7 (3.40%) Linux
2 2 (0.97%) CentOS
2 2 (0.97%) Red Hat Enterprise Linux
3 1 (0.49%) Ubuntu
3 1 (0.49%) Unix
Processes & Methodologies
1 119 (57.77%) Data Visualisation
2 109 (52.91%) Business Intelligence
3 91 (44.17%) Analytics
4 57 (27.67%) ETL
5 38 (18.45%) Agile Software Development
6 34 (16.50%) Data Analytics
6 34 (16.50%) Machine Learning
7 33 (16.02%) Data Modelling
8 27 (13.11%) Business Analysis
8 27 (13.11%) Data Management
9 26 (12.62%) Validation
10 21 (10.19%) Data Analysis
11 20 (9.71%) Mathematics
12 19 (9.22%) Data Architecture
13 17 (8.25%) Master Data Management
14 16 (7.77%) Statistical Analysis
15 14 (6.80%) Dimensional Modelling
15 14 (6.80%) Predictive Modelling
15 14 (6.80%) Scrum
15 14 (6.80%) Statistics
Programming Languages
1 104 (50.49%) SQL
2 70 (33.98%) Python
3 41 (19.90%) R
4 18 (8.74%) Java
4 18 (8.74%) T-SQL
5 17 (8.25%) JavaScript
6 15 (7.28%) C#
7 12 (5.83%) Scala
8 7 (3.40%) C++
8 7 (3.40%) PHP
8 7 (3.40%) Ruby
9 6 (2.91%) C
10 5 (2.43%) VBA
11 3 (1.46%) MATLAB
12 2 (0.97%) Data Analysis Expressions (DAX)
12 2 (0.97%) HiveQL
13 1 (0.49%) Bash Shell
13 1 (0.49%) PureScript
13 1 (0.49%) TypeScript
13 1 (0.49%) VB
Qualifications
1 26 (12.62%) Degree
2 12 (5.83%) CREST Certified
2 12 (5.83%) GCIH
2 12 (5.83%) GIAC
3 5 (2.43%) Numerate Degree
3 5 (2.43%) PhD
3 5 (2.43%) Six Sigma Master Black Belt
4 4 (1.94%) Computer Science Degree
4 4 (1.94%) Master's Degree
5 1 (0.49%) Microsoft Certification
5 1 (0.49%) Security Cleared
Quality Assurance & Compliance
1 8 (3.88%) Data Quality
2 3 (1.46%) FATCA
2 3 (1.46%) GCP
2 3 (1.46%) QA
3 2 (0.97%) GDPR
System Software
1 7 (3.40%) Docker
2 2 (0.97%) HDFS
Systems Management
1 3 (1.46%) Ansible
2 2 (0.97%) Opscode Chef
2 2 (0.97%) Puppet
2 2 (0.97%) Red Hat Satellite
2 2 (0.97%) Red Hat Spacewalk
3 1 (0.49%) Grafana
3 1 (0.49%) logstash
3 1 (0.49%) Prometheus
3 1 (0.49%) Rundeck
3 1 (0.49%) Systems Management Server (SMS)
Vendors
1 90 (43.69%) Tableau
2 60 (29.13%) Microsoft
3 26 (12.62%) SAP
4 18 (8.74%) Alteryx
5 15 (7.28%) Oracle
6 12 (5.83%) Google
7 9 (4.37%) Adobe
8 8 (3.88%) Teradata
9 4 (1.94%) Sybase
10 3 (1.46%) Capita
10 3 (1.46%) Talend
11 2 (0.97%) Birst
11 2 (0.97%) Datameer
11 2 (0.97%) Red Hat
11 2 (0.97%) Salesforce.com
11 2 (0.97%) SnapLogic
11 2 (0.97%) Twitter
12 1 (0.49%) Dell
12 1 (0.49%) Informatica
12 1 (0.49%) MicroStrategy