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

Visualization
Central London > City of London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 179 140 160
Rank change year-on-year -39 +20 +88
Permanent jobs citing Visualisation 186 229 225
As % of all permanent IT jobs advertised in the City of London 1.68% 2.25% 1.84%
As % of the Processes & Methodologies category 1.82% 2.46% 2.01%
Number of salaries quoted 162 209 211
City of London median annual salary £57,500 £62,500 £60,000
Median salary % change year-on-year -8.00% +4.17% +17.07%
10th Percentile £39,325 £37,500 £42,500
90th Percentile £85,000 £76,500 £95,000
Central London median annual salary £57,500 £62,500 £60,000
% change year-on-year -8.00% +4.17% +14.29%

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 10,213 9,300 11,186
As % of all permanent IT jobs advertised in the City of London 92.21% 91.54% 91.50%
Number of salaries quoted 9,098 8,390 10,237
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 25 September 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 September 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 -5 3 £72,500 -
Visualisation
Central London

For the 6 months to 25 September 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.

1 111 (59.68%) Data Visualisation
2 104 (55.91%) SQL
3 86 (46.24%) Business Intelligence
4 80 (43.01%) Finance
5 77 (41.40%) Analytics
6 74 (39.78%) Tableau
7 61 (32.80%) Python
8 55 (29.57%) Power BI
9 54 (29.03%) Data Warehouse
10 53 (28.49%) ETL
10 53 (28.49%) Agile Software Development
11 45 (24.19%) SQL Server
12 41 (22.04%) Analytical Skills
13 40 (21.51%) SQL Server Integration Services
14 39 (20.97%) Microsoft
15 36 (19.35%) Machine Learning
16 35 (18.82%) SQL Server Reporting Services
17 34 (18.28%) Data Quality
18 33 (17.74%) Degree
19 32 (17.20%) R
19 32 (17.20%) Data Science
20 28 (15.05%) Computer Science
20 28 (15.05%) QlikView
20 28 (15.05%) SQL Server Analysis Services
21 26 (13.98%) Java
21 26 (13.98%) Problem-Solving
22 25 (13.44%) Microsoft Excel
22 25 (13.44%) Data Management
23 24 (12.90%) BusinessObjects
23 24 (12.90%) Data Analytics

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 12 (6.45%) Apache Spark
2 10 (5.38%) SAS
3 9 (4.84%) CMS
4 4 (2.15%) Confluence
5 2 (1.08%) Apache
5 2 (1.08%) SharePoint
6 1 (0.54%) Apache Pig
6 1 (0.54%) Apache Solr
6 1 (0.54%) Elasticsearch
6 1 (0.54%) Jupyter
6 1 (0.54%) OpenStack
Applications
1 25 (13.44%) Microsoft Excel
2 7 (3.76%) Microsoft Office
3 2 (1.08%) Microsoft PowerPoint
3 2 (1.08%) Photoshop
4 1 (0.54%) Adobe Illustrator
4 1 (0.54%) Adobe Premiere
4 1 (0.54%) InVision
4 1 (0.54%) SPSS
Business Applications
1 2 (1.08%) Dynamics CRM
2 1 (0.54%) Actimize
Cloud Services
1 20 (10.75%) Amazon AWS
2 18 (9.68%) Microsoft Azure
3 7 (3.76%) Google Analytics
4 4 (2.15%) Adobe Analytics
4 4 (2.15%) Azure Data Factory
4 4 (2.15%) Cloud Computing
5 3 (1.61%) AWS Lambda
6 2 (1.08%) Amazon EC2
6 2 (1.08%) Amazon EMR
6 2 (1.08%) Amazon S3
6 2 (1.08%) Amazon SQS
6 2 (1.08%) GitHub
6 2 (1.08%) npm
6 2 (1.08%) Virtual Private Cloud
7 1 (0.54%) Azure Machine Learning
7 1 (0.54%) CloudBees
7 1 (0.54%) Google Cloud Platform
7 1 (0.54%) PaaS
7 1 (0.54%) SaaS
7 1 (0.54%) Serverless
Communications & Networking
1 3 (1.61%) Internet
2 1 (0.54%) Network Security
Database & Business Intelligence
1 55 (29.57%) Power BI
2 54 (29.03%) Data Warehouse
3 45 (24.19%) SQL Server
4 40 (21.51%) SQL Server Integration Services
5 35 (18.82%) SQL Server Reporting Services
6 28 (15.05%) QlikView
6 28 (15.05%) SQL Server Analysis Services
7 24 (12.90%) BusinessObjects
7 24 (12.90%) Hadoop
8 22 (11.83%) Big Data
9 14 (7.53%) NoSQL
9 14 (7.53%) Relational Database
10 13 (6.99%) MySQL
11 12 (6.45%) Data Mining
12 11 (5.91%) Amazon Redshift
13 9 (4.84%) Data Lake
13 9 (4.84%) MongoDB
14 8 (4.30%) Apache Hive
14 8 (4.30%) RDBMS
14 8 (4.30%) Yellowfin
Development Applications
1 9 (4.84%) Jenkins
2 6 (3.23%) Maven
3 5 (2.69%) Git (software)
3 5 (2.69%) JIRA
4 4 (2.15%) Subversion
5 3 (1.61%) Team Foundation Server
6 2 (1.08%) Bitbucket
6 2 (1.08%) Bower
6 2 (1.08%) Eclipse
6 2 (1.08%) Grunt
6 2 (1.08%) RStudio
6 2 (1.08%) TeamCity
7 1 (0.54%) Babel
7 1 (0.54%) CA Release Automation
7 1 (0.54%) NUnit
7 1 (0.54%) Octopus Deploy
7 1 (0.54%) SonarQube
7 1 (0.54%) SQL Server Management Studio (SSMS)
7 1 (0.54%) Visual Studio
7 1 (0.54%) webpack
General
1 80 (43.01%) Finance
2 17 (9.14%) Marketing
3 16 (8.60%) Back Office
4 14 (7.53%) Advertising
5 8 (4.30%) Banking
5 8 (4.30%) Retail
6 5 (2.69%) Investment Banking
6 5 (2.69%) Telecoms
7 4 (2.15%) Pharmaceutical
8 3 (1.61%) Front Office
9 2 (1.08%) Games
9 2 (1.08%) Law
9 2 (1.08%) Retail Banking
10 1 (0.54%) Aerospace
10 1 (0.54%) Brand Awareness
10 1 (0.54%) Electronics
10 1 (0.54%) Financial Institution
10 1 (0.54%) Manufacturing
10 1 (0.54%) Military
Job Titles
1 70 (37.63%) Developer
2 33 (17.74%) Analyst
3 27 (14.52%) Business Intelligence Developer
4 20 (10.75%) Data Scientist
5 19 (10.22%) Data Analyst
6 15 (8.06%) Business Developer
6 15 (8.06%) Data Engineer
7 14 (7.53%) PHP Developer
8 13 (6.99%) Senior Developer
8 13 (6.99%) SQL Developer
9 11 (5.91%) SSIS Developer
10 10 (5.38%) Consultant
10 10 (5.38%) SQL BI Developer
10 10 (5.38%) SSAS Developer
11 9 (4.84%) Architect
11 9 (4.84%) Senior Business Intelligence Developer
12 8 (4.30%) Analytics Manager
12 8 (4.30%) JavaScript Developer
13 7 (3.76%) Data Manager
13 7 (3.76%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 18 (9.68%) HTML
2 16 (8.60%) AngularJS
2 16 (8.60%) CSS
3 14 (7.53%) Laravel
4 13 (6.99%) .NET
5 9 (4.84%) LAMP
5 9 (4.84%) Natural Language Processing
5 9 (4.84%) REST
6 8 (4.30%) D3.js
6 8 (4.30%) NHibernate
7 7 (3.76%) React
7 7 (3.76%) RESTful
8 6 (3.23%) Pandas
9 5 (2.69%) Django
9 5 (2.69%) MDX
9 5 (2.69%) NumPy
9 5 (2.69%) Vue.js
10 4 (2.15%) Kafka
10 4 (2.15%) XML
11 3 (1.61%) WCF
Miscellaneous
1 41 (22.04%) Analytical Skills
2 28 (15.05%) Computer Science
3 18 (9.68%) Fintech
3 18 (9.68%) User Experience
4 15 (8.06%) Algorithms
5 14 (7.53%) Mobile App
6 12 (6.45%) Management Information System
7 10 (5.38%) Reinsurance
8 9 (4.84%) Data Structures
9 6 (3.23%) Hedge funds
10 4 (2.15%) Greenfield Project
10 4 (2.15%) Self-Motivation
11 2 (1.08%) Data Centre
11 2 (1.08%) Equities
11 2 (1.08%) FMCG
11 2 (1.08%) Internet of Things
11 2 (1.08%) Life Science
11 2 (1.08%) Pricing Data
11 2 (1.08%) Smart City
11 2 (1.08%) Social Network
Operating Systems
1 6 (3.23%) Linux
1 6 (3.23%) Unix
2 3 (1.61%) Windows
3 1 (0.54%) CentOS
3 1 (0.54%) Mac OS
3 1 (0.54%) Red Hat Enterprise Linux
Processes & Methodologies
1 111 (59.68%) Data Visualisation
2 86 (46.24%) Business Intelligence
3 77 (41.40%) Analytics
4 53 (28.49%) Agile Software Development
4 53 (28.49%) ETL
5 36 (19.35%) Machine Learning
6 32 (17.20%) Data Science
7 26 (13.98%) Problem-Solving
8 25 (13.44%) Data Management
9 24 (12.90%) Data Analytics
10 22 (11.83%) Data Analysis
10 22 (11.83%) Statistics
11 19 (10.22%) Data Modelling
11 19 (10.22%) Decision-Making
11 19 (10.22%) Mathematics
12 17 (9.14%) Data Governance
13 16 (8.60%) Web Development
14 15 (8.06%) Scrum
14 15 (8.06%) Software Engineering
15 14 (7.53%) Unit Testing
Programming Languages
1 104 (55.91%) SQL
2 61 (32.80%) Python
3 32 (17.20%) R
4 26 (13.98%) Java
5 23 (12.37%) JavaScript
6 21 (11.29%) T-SQL
7 14 (7.53%) C#
7 14 (7.53%) PHP
8 8 (4.30%) C
8 8 (4.30%) Data Analysis Expressions (DAX)
8 8 (4.30%) Scala
9 6 (3.23%) C++
10 5 (2.69%) VBA
11 3 (1.61%) Bash Shell
11 3 (1.61%) PL/SQL
11 3 (1.61%) PowerShell
12 2 (1.08%) Julia
13 1 (0.54%) MATLAB
13 1 (0.54%) Ruby
13 1 (0.54%) VB
Qualifications
1 33 (17.74%) Degree
2 10 (5.38%) Computer Science Degree
3 9 (4.84%) PhD
4 8 (4.30%) Numerate Degree
5 1 (0.54%) CEH
5 1 (0.54%) CISSP
5 1 (0.54%) GCIA
5 1 (0.54%) GCIH
5 1 (0.54%) Master's Degree
5 1 (0.54%) SC Cleared
5 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 34 (18.28%) Data Quality
2 4 (2.15%) QA
3 2 (1.08%) SLA
4 1 (0.54%) GDPR
4 1 (0.54%) MiFID
System Software
1 5 (2.69%) Docker
2 4 (2.15%) HDFS
3 1 (0.54%) Apache Flume
Systems Management
1 2 (1.08%) Kubernetes
2 1 (0.54%) Ansible
2 1 (0.54%) CSIRT
2 1 (0.54%) Hadoop YARN
2 1 (0.54%) Opscode Chef
2 1 (0.54%) Puppet
2 1 (0.54%) Red Hat Satellite
2 1 (0.54%) Red Hat Spacewalk
2 1 (0.54%) Terraform
Vendors
1 74 (39.78%) Tableau
2 39 (20.97%) Microsoft
3 13 (6.99%) Alteryx
3 13 (6.99%) SAP
4 12 (6.45%) Talend
5 9 (4.84%) Oracle
6 7 (3.76%) Google
7 6 (3.23%) Sybase
8 5 (2.69%) Rackspace
9 4 (2.15%) Adobe
9 4 (2.15%) Cloudera
9 4 (2.15%) Informatica
10 3 (1.61%) Hortonworks
10 3 (1.61%) MapR
11 2 (1.08%) Bloomberg
11 2 (1.08%) Databricks
11 2 (1.08%) MicroStrategy
12 1 (0.54%) Cognos
12 1 (0.54%) Red Hat
12 1 (0.54%) Salesforce.com