Period
to 25 February 2018

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 25 February 2018 with a comparison to the same period in the previous 2 years.

Visualisation
Central London > City of London
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 192 131 182
Rank change year-on-year -61 +51 +82
Permanent jobs citing Visualisation 157 241 221
As % of all permanent IT jobs advertised in the City of London 1.48% 2.32% 1.58%
As % of the Processes & Methodologies category 1.62% 2.59% 1.76%
Number of salaries quoted 127 235 185
City of London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £45,100 £37,500 £33,750
90th Percentile £90,000 £93,750 £86,250
Central London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +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 9,680 9,314 12,567
As % of all permanent IT jobs advertised in the City of London 91.11% 89.59% 89.76%
Number of salaries quoted 8,618 8,478 11,083
City of London median annual salary £62,250 £60,000 £57,500
Median salary % change year-on-year +3.75% +4.35% +4.55%
10th Percentile £37,000 £35,750 £35,750
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £58,000 £57,500
% change year-on-year +3.45% +0.87% +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 25 February 2018.

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 25 February 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
London Bridge +4 1 - -
Visualisation
Central London

For the 6 months to 25 February 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 City of London region with a requirement for Visualisation.

1 99 (63.06%) Business Intelligence
2 92 (58.60%) SQL
3 87 (55.41%) Analytics
4 80 (50.96%) Finance
5 73 (46.50%) Data Visualisation
5 73 (46.50%) Tableau
6 69 (43.95%) Data Warehouse
7 63 (40.13%) Python
8 59 (37.58%) SQL Server
9 51 (32.48%) ETL
10 47 (29.94%) Power BI
11 46 (29.30%) Analytical Skills
12 45 (28.66%) R
12 45 (28.66%) SQL Server Reporting Services
13 37 (23.57%) Microsoft
14 34 (21.66%) Data Modelling
14 34 (21.66%) Big Data
14 34 (21.66%) Data Analytics
15 33 (21.02%) Data Management
16 32 (20.38%) Agile Software Development
17 29 (18.47%) Data Science
18 27 (17.20%) QlikView
18 27 (17.20%) Machine Learning
18 27 (17.20%) Microsoft Azure
19 26 (16.56%) SQL Server Integration Services
20 25 (15.92%) Degree
20 25 (15.92%) Hadoop
21 24 (15.29%) Data Quality
21 24 (15.29%) SQL Server Analysis Services
22 23 (14.65%) Computer Science

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 20 (12.74%) Apache Spark
2 14 (8.92%) SAS
3 4 (2.55%) Apache
4 3 (1.91%) Apache Airflow
4 3 (1.91%) Oracle Workflow
5 2 (1.27%) Anypoint
5 2 (1.27%) Mule
5 2 (1.27%) Mule ESB
6 1 (0.64%) Apache Pig
6 1 (0.64%) nginx
6 1 (0.64%) OpenStack
6 1 (0.64%) SharePoint
Applications
1 9 (5.73%) Microsoft Excel
2 4 (2.55%) SPSS
3 3 (1.91%) Microsoft Office
3 3 (1.91%) Microsoft Project
4 1 (0.64%) Adobe Illustrator
4 1 (0.64%) Adobe Premiere
4 1 (0.64%) HipChat
4 1 (0.64%) Photoshop
Business Applications
1 11 (7.01%) Elite 3E
Cloud Services
1 27 (17.20%) Microsoft Azure
2 21 (13.38%) Amazon AWS
3 13 (8.28%) Azure Machine Learning
4 6 (3.82%) Azure Data Factory
5 5 (3.18%) Google Cloud Platform
6 2 (1.27%) Cortana Intelligence Suite
6 2 (1.27%) GitHub
7 1 (0.64%) Adobe Analytics
7 1 (0.64%) Boomi
7 1 (0.64%) Cloud Computing
7 1 (0.64%) Google Analytics
7 1 (0.64%) OpenShift
7 1 (0.64%) PaaS
7 1 (0.64%) SaaS
Communications & Networking
1 3 (1.91%) Internet
2 2 (1.27%) Firewall
3 1 (0.64%) DNS
3 1 (0.64%) Fibre Channel
3 1 (0.64%) iSCSI
3 1 (0.64%) SAN
Database & Business Intelligence
1 69 (43.95%) Data Warehouse
2 59 (37.58%) SQL Server
3 47 (29.94%) Power BI
4 45 (28.66%) SQL Server Reporting Services
5 34 (21.66%) Big Data
6 27 (17.20%) QlikView
7 26 (16.56%) SQL Server Integration Services
8 25 (15.92%) Hadoop
9 24 (15.29%) SQL Server Analysis Services
10 15 (9.55%) Amazon Redshift
10 15 (9.55%) MongoDB
10 15 (9.55%) SQL Server 2012
11 13 (8.28%) Amazon RDS
11 13 (8.28%) SQL Server 2016
12 12 (7.64%) Relational Database
13 11 (7.01%) Apache Hive
13 11 (7.01%) NoSQL
14 10 (6.37%) Star Schema
15 7 (4.46%) BusinessObjects
15 7 (4.46%) OLAP
Development Applications
1 12 (7.64%) ERwin
2 5 (3.18%) SQL Server Management Studio (SSMS)
2 5 (3.18%) Subversion
3 4 (2.55%) RStudio
4 2 (1.27%) Eclipse
4 2 (1.27%) Jenkins
4 2 (1.27%) JIRA
4 2 (1.27%) Maven
4 2 (1.27%) Mocha
4 2 (1.27%) Octopus Deploy
4 2 (1.27%) TeamCity
4 2 (1.27%) Visual Studio Team System
5 1 (0.64%) Ant
5 1 (0.64%) Bitbucket
5 1 (0.64%) Git (software)
5 1 (0.64%) Jasmine
5 1 (0.64%) Moq
5 1 (0.64%) MSTest
5 1 (0.64%) Rhino Mocks
5 1 (0.64%) SpecFlow
General
1 80 (50.96%) Finance
2 15 (9.55%) Legal
3 13 (8.28%) Law
4 12 (7.64%) Advertising
5 10 (6.37%) Banking
6 7 (4.46%) Marketing
7 6 (3.82%) Investment Banking
8 3 (1.91%) Retail
9 2 (1.27%) Financial Institution
9 2 (1.27%) Front Office
10 1 (0.64%) Games
10 1 (0.64%) Publishing
10 1 (0.64%) Retail Banking
10 1 (0.64%) Telecoms
Job Titles
1 48 (30.57%) Developer
2 47 (29.94%) Analyst
3 23 (14.65%) Business Intelligence Developer
4 21 (13.38%) Financial Analyst
5 15 (9.55%) Consultant
5 15 (9.55%) Data Scientist
5 15 (9.55%) Report Analyst
6 14 (8.92%) Business Analyst
6 14 (8.92%) Business Intelligence Analyst
6 14 (8.92%) Finance Systems Analyst
6 14 (8.92%) Systems Analyst
7 13 (8.28%) Business Intelligence Consultant
7 13 (8.28%) SSIS Developer
8 12 (7.64%) SSRS Developer
9 10 (6.37%) SSAS Developer
10 9 (5.73%) Business Intelligence Lead
11 8 (5.10%) Analytics Manager
11 8 (5.10%) Data Analytics Manager
11 8 (5.10%) Senior Developer
12 7 (4.46%) Business Developer
Libraries, Frameworks & Software Standards
1 18 (11.46%) .NET
2 13 (8.28%) ASP.NET
3 12 (7.64%) CSS
3 12 (7.64%) HTML
4 8 (5.10%) D3.js
5 6 (3.82%) AngularJS
5 6 (3.82%) React
6 5 (3.18%) HTML5
6 5 (3.18%) Kafka
7 4 (2.55%) Natural Language Processing
7 4 (2.55%) Web Services
8 3 (1.91%) JSON
8 3 (1.91%) MDX
8 3 (1.91%) Node.js
8 3 (1.91%) NumPy
8 3 (1.91%) Pandas
8 3 (1.91%) REST
8 3 (1.91%) XML
9 2 (1.27%) J2EE
9 2 (1.27%) SciPy
Miscellaneous
1 46 (29.30%) Analytical Skills
2 23 (14.65%) Computer Science
3 13 (8.28%) Management Information System
4 10 (6.37%) Algorithms
5 6 (3.82%) Data Structures
6 5 (3.18%) Fintech
7 3 (1.91%) Social Media
7 3 (1.91%) User Experience
7 3 (1.91%) Virtual Team
8 2 (1.27%) Analytical Mindset
8 2 (1.27%) Credit Risk
8 2 (1.27%) Data Centre
8 2 (1.27%) Hedge funds
8 2 (1.27%) Internet of Things
8 2 (1.27%) Public Cloud
9 1 (0.64%) Greenfield Project
9 1 (0.64%) Mobile App
9 1 (0.64%) Private Cloud
9 1 (0.64%) Reference Data
9 1 (0.64%) Social Network
Operating Systems
1 11 (7.01%) Linux
2 3 (1.91%) CentOS
3 2 (1.27%) Red Hat Enterprise Linux
4 1 (0.64%) Ubuntu
Processes & Methodologies
1 99 (63.06%) Business Intelligence
2 87 (55.41%) Analytics
3 73 (46.50%) Data Visualisation
4 51 (32.48%) ETL
5 34 (21.66%) Data Analytics
5 34 (21.66%) Data Modelling
6 33 (21.02%) Data Management
7 32 (20.38%) Agile Software Development
8 29 (18.47%) Data Science
9 27 (17.20%) Machine Learning
10 21 (13.38%) Data Architecture
10 21 (13.38%) Master Data Management
11 18 (11.46%) Mathematics
11 18 (11.46%) Validation
12 17 (10.83%) Statistical Analysis
13 15 (9.55%) Data Cleansing
13 15 (9.55%) Dimensional Modelling
14 14 (8.92%) Data Governance
14 14 (8.92%) Data Reconciliation
14 14 (8.92%) Information Architecture
Programming Languages
1 92 (58.60%) SQL
2 63 (40.13%) Python
3 45 (28.66%) R
4 22 (14.01%) Java
5 20 (12.74%) C#
5 20 (12.74%) T-SQL
6 19 (12.10%) JavaScript
7 7 (4.46%) Scala
8 5 (3.18%) MATLAB
9 4 (2.55%) Data Analysis Expressions (DAX)
10 3 (1.91%) Cypher
10 3 (1.91%) PHP
11 2 (1.27%) C++
11 2 (1.27%) Groovy
11 2 (1.27%) HiveQL
11 2 (1.27%) Ruby
11 2 (1.27%) TypeScript
12 1 (0.64%) F#
12 1 (0.64%) PowerShell
12 1 (0.64%) PureScript
Qualifications
1 25 (15.92%) Degree
2 8 (5.10%) Computer Science Degree
3 4 (2.55%) MBA
3 4 (2.55%) Security Cleared
4 2 (1.27%) PhD
5 1 (0.64%) Microsoft Certification
Quality Assurance & Compliance
1 24 (15.29%) Data Quality
2 6 (3.82%) Solvency II
3 5 (3.18%) GDPR
4 2 (1.27%) EMIR
4 2 (1.27%) MiFID
4 2 (1.27%) QA
5 1 (0.64%) Dodd-Frank
5 1 (0.64%) FATCA
System Software
1 5 (3.18%) Docker
2 4 (2.55%) HDFS
3 1 (0.64%) Active Directory
3 1 (0.64%) VMware Infrastructure
Systems Management
1 3 (1.91%) Ansible
2 2 (1.27%) Hadoop YARN
2 2 (1.27%) Kubernetes
2 2 (1.27%) Oozie
2 2 (1.27%) Opscode Chef
2 2 (1.27%) Puppet
2 2 (1.27%) Red Hat Satellite
2 2 (1.27%) Red Hat Spacewalk
3 1 (0.64%) Grafana
3 1 (0.64%) logstash
3 1 (0.64%) Prometheus
3 1 (0.64%) Rundeck
3 1 (0.64%) Systems Management Server (SMS)
Vendors
1 73 (46.50%) Tableau
2 37 (23.57%) Microsoft
3 18 (11.46%) Oracle
4 17 (10.83%) Alteryx
5 11 (7.01%) Aderant
6 10 (6.37%) SAP
7 8 (5.10%) Google
8 6 (3.82%) Capita
9 4 (2.55%) Salesforce.com
9 4 (2.55%) Teradata
10 3 (1.91%) IBM
10 3 (1.91%) Red Hat
11 2 (1.27%) Apple
11 2 (1.27%) MuleSoft
12 1 (0.64%) Bloomberg
12 1 (0.64%) Hortonworks
12 1 (0.64%) Kaspersky
12 1 (0.64%) ProCurve
12 1 (0.64%) Vertica
12 1 (0.64%) VMware