Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Visualization
Central London > City of London
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 212 119 160
Rank change year-on-year -93 +41 +102
Permanent jobs citing Visualisation 151 253 264
As % of all permanent IT jobs advertised in the City of London 1.37% 2.50% 1.96%
As % of the Processes & Methodologies category 1.48% 2.75% 2.15%
Number of salaries quoted 125 237 229
City of London median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% +10.00%
10th Percentile £38,950 £36,700 £39,900
90th Percentile £89,000 £77,500 £87,500
Central London median annual salary £60,000 £65,000 £55,000
% change year-on-year -7.69% +18.18% +10.00%

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 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 10,184 9,200 12,273
As % of all permanent IT jobs advertised in the City of London 92.31% 90.84% 91.29%
Number of salaries quoted 9,005 8,282 11,058
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,425
90th Percentile £93,750 £91,250 £87,500
Central London median annual salary £60,000 £60,000 £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 17 June 2018.

Salary histogram for Visualisation in the City of London

For the 6 months to 17 June 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 84 (55.63%) Data Visualisation
2 79 (52.32%) SQL
3 75 (49.67%) Business Intelligence
4 67 (44.37%) Finance
5 59 (39.07%) Analytics
6 51 (33.77%) Power BI
7 47 (31.13%) Tableau
7 47 (31.13%) Microsoft
7 47 (31.13%) SQL Server
8 39 (25.83%) Python
9 36 (23.84%) ETL
9 36 (23.84%) SQL Server Reporting Services
9 36 (23.84%) Analytical Skills
10 34 (22.52%) Agile Software Development
11 33 (21.85%) Data Warehouse
12 30 (19.87%) Big Data
13 29 (19.21%) Data Quality
13 29 (19.21%) Hadoop
13 29 (19.21%) SQL Server Integration Services
14 28 (18.54%) SQL Server Analysis Services
15 26 (17.22%) QlikView
15 26 (17.22%) Degree
16 25 (16.56%) Problem-Solving
17 24 (15.89%) Computer Science
17 24 (15.89%) R
18 22 (14.57%) Microsoft Excel
18 22 (14.57%) Data Analytics
19 21 (13.91%) Machine Learning
19 21 (13.91%) Microsoft Azure
19 21 (13.91%) T-SQL

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 (10.60%) Apache Spark
2 12 (7.95%) SAS
3 8 (5.30%) CMS
4 6 (3.97%) Apache
5 4 (2.65%) SharePoint
6 2 (1.32%) Anypoint
6 2 (1.32%) Confluence
6 2 (1.32%) Mule
6 2 (1.32%) Mule ESB
6 2 (1.32%) Oracle Workflow
7 1 (0.66%) Apache Airflow
7 1 (0.66%) Apache Pig
7 1 (0.66%) Apache Solr
7 1 (0.66%) Elasticsearch
7 1 (0.66%) R Markdown
Applications
1 22 (14.57%) Microsoft Excel
2 10 (6.62%) Microsoft Office
3 3 (1.99%) Microsoft Project
3 3 (1.99%) SPSS
4 2 (1.32%) Photoshop
5 1 (0.66%) 3ds Max
5 1 (0.66%) Maya
5 1 (0.66%) Microsoft PowerPoint
Business Applications
1 1 (0.66%) Actimize
1 1 (0.66%) Dynamics CRM
1 1 (0.66%) Elite 3E
Cloud Services
1 21 (13.91%) Microsoft Azure
2 9 (5.96%) Amazon AWS
2 9 (5.96%) Azure Data Factory
3 8 (5.30%) Google Analytics
4 5 (3.31%) Adobe Analytics
5 2 (1.32%) Cortana Intelligence Suite
5 2 (1.32%) npm
6 1 (0.66%) Amazon EMR
6 1 (0.66%) CloudBees
6 1 (0.66%) GitHub
6 1 (0.66%) Google Cloud Platform
6 1 (0.66%) PaaS
6 1 (0.66%) SaaS
Communications & Networking
1 5 (3.31%) Internet
2 1 (0.66%) Bluetooth
2 1 (0.66%) Firewall
Database & Business Intelligence
1 51 (33.77%) Power BI
2 47 (31.13%) SQL Server
3 36 (23.84%) SQL Server Reporting Services
4 33 (21.85%) Data Warehouse
5 30 (19.87%) Big Data
6 29 (19.21%) Hadoop
6 29 (19.21%) SQL Server Integration Services
7 28 (18.54%) SQL Server Analysis Services
8 26 (17.22%) QlikView
9 17 (11.26%) NoSQL
10 12 (7.95%) Apache Hive
10 12 (7.95%) Relational Database
11 10 (6.62%) Data Mining
11 10 (6.62%) MongoDB
12 9 (5.96%) OLAP
12 9 (5.96%) PowerPivot
13 8 (5.30%) HBase
14 7 (4.64%) Apache Cassandra
14 7 (4.64%) Data Lake
14 7 (4.64%) RDBMS
Development Applications
1 4 (2.65%) JIRA
1 4 (2.65%) TeamCity
2 3 (1.99%) RStudio
3 2 (1.32%) Bower
3 2 (1.32%) Eclipse
3 2 (1.32%) ERwin
3 2 (1.32%) Git (software)
3 2 (1.32%) Grunt
3 2 (1.32%) Jenkins
3 2 (1.32%) Maven
3 2 (1.32%) Octopus Deploy
3 2 (1.32%) SQL Server Management Studio (SSMS)
3 2 (1.32%) Visual Studio Team System
4 1 (0.66%) MSTest
4 1 (0.66%) NUnit
4 1 (0.66%) Rhino Mocks
4 1 (0.66%) Selenium
4 1 (0.66%) Subversion
4 1 (0.66%) Team Foundation Server
4 1 (0.66%) Visual Studio
General
1 67 (44.37%) Finance
2 13 (8.61%) Advertising
3 11 (7.28%) Banking
4 8 (5.30%) Back Office
4 8 (5.30%) Investment Banking
5 7 (4.64%) Marketing
6 5 (3.31%) Retail
7 3 (1.99%) Front Office
7 3 (1.99%) Games
7 3 (1.99%) Law
8 1 (0.66%) Legal
8 1 (0.66%) Telecoms
Job Titles
1 54 (35.76%) Developer
2 37 (24.50%) Analyst
3 23 (15.23%) Business Intelligence Developer
4 19 (12.58%) Data Analyst
5 13 (8.61%) Business Intelligence Analyst
6 12 (7.95%) Consultant
7 10 (6.62%) Analytics Manager
8 9 (5.96%) Front End Developer (Client-Side Developer)
8 9 (5.96%) SSIS Developer
8 9 (5.96%) SSRS Developer
9 8 (5.30%) Business Intelligence Consultant
9 8 (5.30%) PHP Developer
9 8 (5.30%) Power BI Developer
9 8 (5.30%) Report Analyst
9 8 (5.30%) SSAS Developer
10 7 (4.64%) Data Consultant
10 7 (4.64%) Data Engineer
10 7 (4.64%) SSRS Analyst
11 6 (3.97%) Business Data Analyst
11 6 (3.97%) UI Developer
Libraries, Frameworks & Software Standards
1 14 (9.27%) D3.js
1 14 (9.27%) HTML
2 13 (8.61%) CSS
3 11 (7.28%) AngularJS
4 9 (5.96%) Laravel
5 8 (5.30%) .NET
5 8 (5.30%) LAMP
6 7 (4.64%) Vue (Vue.js)
7 6 (3.97%) Django
7 6 (3.97%) MDX
7 6 (3.97%) Natural Language Processing
7 6 (3.97%) React
7 6 (3.97%) RESTful
8 5 (3.31%) Kafka
9 4 (2.65%) REST
9 4 (2.65%) Web Services
10 3 (1.99%) HTML5
10 3 (1.99%) JSON
10 3 (1.99%) Pandas
10 3 (1.99%) XML
Miscellaneous
1 36 (23.84%) Analytical Skills
2 24 (15.89%) Computer Science
3 17 (11.26%) User Experience
4 8 (5.30%) Mobile App
5 4 (2.65%) Algorithms
5 4 (2.65%) Management Information System
6 3 (1.99%) Blog
6 3 (1.99%) Fintech
6 3 (1.99%) Greenfield Project
6 3 (1.99%) Internet of Things
6 3 (1.99%) Self-Motivation
7 2 (1.32%) Data Structures
7 2 (1.32%) NHS
8 1 (0.66%) Credit Risk
8 1 (0.66%) Equities
8 1 (0.66%) Life Science
8 1 (0.66%) Online Games
8 1 (0.66%) Reference Data
8 1 (0.66%) Robotics
8 1 (0.66%) Social Network
Operating Systems
1 7 (4.64%) Linux
2 1 (0.66%) Android
2 1 (0.66%) CentOS
2 1 (0.66%) Unix
Processes & Methodologies
1 84 (55.63%) Data Visualisation
2 75 (49.67%) Business Intelligence
3 59 (39.07%) Analytics
4 36 (23.84%) ETL
5 34 (22.52%) Agile Software Development
6 25 (16.56%) Problem-Solving
7 22 (14.57%) Data Analytics
8 21 (13.91%) Data Management
8 21 (13.91%) Machine Learning
9 20 (13.25%) Data Modelling
10 19 (12.58%) Data Cleansing
11 17 (11.26%) Data Governance
12 16 (10.60%) Web Development
13 14 (9.27%) Decision-Making
14 13 (8.61%) Statistics
15 12 (7.95%) Data Analysis
16 11 (7.28%) Front End Development
16 11 (7.28%) Mathematics
16 11 (7.28%) Stakeholder Management
16 11 (7.28%) Unit Testing
Programming Languages
1 79 (52.32%) SQL
2 39 (25.83%) Python
3 24 (15.89%) R
4 21 (13.91%) T-SQL
5 20 (13.25%) Java
5 20 (13.25%) JavaScript
6 11 (7.28%) C#
7 10 (6.62%) PHP
8 7 (4.64%) Scala
9 5 (3.31%) C++
10 3 (1.99%) Data Analysis Expressions (DAX)
11 2 (1.32%) Groovy
11 2 (1.32%) Java 8
11 2 (1.32%) PowerShell
11 2 (1.32%) Ruby
11 2 (1.32%) TypeScript
11 2 (1.32%) VBA
12 1 (0.66%) C
12 1 (0.66%) MATLAB
12 1 (0.66%) VB
Qualifications
1 26 (17.22%) Degree
2 11 (7.28%) Computer Science Degree
3 4 (2.65%) Security Cleared
4 3 (1.99%) MBA
4 3 (1.99%) PhD
5 1 (0.66%) Numerate Degree
5 1 (0.66%) SC Cleared
Quality Assurance & Compliance
1 29 (19.21%) Data Quality
2 6 (3.97%) Solvency II
3 4 (2.65%) GDPR
4 2 (1.32%) EMIR
4 2 (1.32%) MiFID
5 1 (0.66%) Dodd-Frank
5 1 (0.66%) FATCA
5 1 (0.66%) GCP
5 1 (0.66%) QA
System Software
1 4 (2.65%) HDFS
2 2 (1.32%) Docker
3 1 (0.66%) Apache Flume
Systems Management
1 2 (1.32%) Hadoop YARN
2 1 (0.66%) Kubernetes
2 1 (0.66%) Oozie
2 1 (0.66%) Systems Management Server (SMS)
Vendors
1 47 (31.13%) Microsoft
1 47 (31.13%) Tableau
2 14 (9.27%) Oracle
3 13 (8.61%) Alteryx
4 11 (7.28%) Google
5 5 (3.31%) Adobe
5 5 (3.31%) Capita
5 5 (3.31%) Salesforce.com
5 5 (3.31%) SAP
6 4 (2.65%) Cloudera
6 4 (2.65%) Hortonworks
7 3 (1.99%) IBM
7 3 (1.99%) MapR
8 2 (1.32%) Apple
8 2 (1.32%) Databricks
8 2 (1.32%) MicroStrategy
8 2 (1.32%) MuleSoft
8 2 (1.32%) Talend
9 1 (0.66%) Aderant
9 1 (0.66%) Paxata