Period
to 17 October 2019

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Visualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Visualisation over the 6 months to 17 October 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Visualization
Central London > City of London
6 months to
17 Oct 2019
Same period 2018 Same period 2017
Rank 122 119 145
Rank change year-on-year -3 +26 +18
Contract jobs citing Visualisation 108 152 99
As % of all contract IT jobs advertised in the City of London 1.81% 2.16% 1.44%
As % of the Processes & Methodologies category 2.01% 2.48% 1.61%
Number of daily rates quoted 68 105 70
City of London median daily rate £500 £475 £557
Median daily rate % change year-on-year +5.26% -14.65% +23.67%
10th Percentile £343 £315 £385
90th Percentile £725 £650 £690
Central London median daily rate £500 £475 £550
% change year-on-year +5.26% -13.64% +22.22%
Number of hourly rates quoted 3 0 1
City of London median hourly rate £44.57 - £28.00
10th Percentile £25.39 - £26.00
90th Percentile £48.67 - £30.00
Central London median hourly rate £44.57 - £28.00

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 5,361 6,128 6,155
As % of all contract IT jobs advertised in the City of London 89.89% 87.28% 89.74%
Number of daily rates quoted 4,206 4,873 4,844
City of London median daily rate £525 £505 £500
Median daily rate % change year-on-year +3.96% +1.00% +5.26%
10th Percentile £325 £325 £325
90th Percentile £676 £675 £675
Central London median daily rate £513 £500 £500
% change year-on-year +2.50% - +5.26%
Number of hourly rates quoted 66 99 57
City of London median hourly rate £19.50 £18.70 £18.70
Median hourly rate % change year-on-year +4.28% - -1.58%
10th Percentile £11.88 £13.00 £13.13
90th Percentile £51.75 £33.15 £31.05
Central London median hourly rate £20.00 £18.70 £18.70
% change year-on-year +6.95% - -1.58%

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
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Visualisation in the City of London.

Contractor daily rate trend for Visualisation in the City of London

Visualisation
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Visualisation in the City of London over the 6 months to 17 October 2019.

Contractor daily rate histogram for Visualisation in the City of London

Visualisation
Contractor Hourly Rate Trend in the City of London

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

Contractor hourly rate trend for Visualisation in the City of London

Visualisation
Contractor Hourly Rate Histogram in the City of London

The hourly rate distribution of IT jobs citing Visualisation in the City of London over the 6 months to 17 October 2019.

Contractor hourly rate histogram for Visualisation in the City of London

Visualisation
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the City of London region over the 6 months to 17 October 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Moorgate - 7 - -
Visualisation
Central London

For the 6 months to 17 October 2019, IT contractor 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 contract job ads across the City of London region with a requirement for Visualisation.

1 49 (45.37%) Business Intelligence
2 47 (43.52%) Data Visualisation
3 44 (40.74%) Analytics
4 43 (39.81%) SQL
5 41 (37.96%) Python
6 39 (36.11%) Agile Software Development
7 31 (28.70%) Finance
8 27 (25.00%) Power BI
8 27 (25.00%) Power Platform
9 25 (23.15%) Tableau
10 23 (21.30%) Banking
11 22 (20.37%) ETL
12 20 (18.52%) SQL Server
13 19 (17.59%) Scrum
14 18 (16.67%) Front Office
14 18 (16.67%) Java
15 16 (14.81%) Microsoft
15 16 (14.81%) Data Modelling
16 15 (13.89%) Data Analysis
16 15 (13.89%) Azure
16 15 (13.89%) Git (software)
16 15 (13.89%) Analytical Skills
17 13 (12.04%) SDLC
17 13 (12.04%) Data Science
18 12 (11.11%) Performance Tuning
18 12 (11.11%) TeamCity
18 12 (11.11%) Unit Testing
18 12 (11.11%) Stakeholder Management
18 12 (11.11%) Data Warehouse
19 11 (10.19%) SQL Server Integration Services

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 2 (1.85%) Apache
1 2 (1.85%) Apache Spark
1 2 (1.85%) Elasticsearch
1 2 (1.85%) SAS
1 2 (1.85%) SharePoint
2 1 (0.93%) ArcGIS
2 1 (0.93%) ArcSDE
2 1 (0.93%) Confluence
2 1 (0.93%) IIS
2 1 (0.93%) Jupyter
Applications
1 9 (8.33%) Microsoft Excel
2 4 (3.70%) MS Visio
3 1 (0.93%) InVision
3 1 (0.93%) Microsoft Office
3 1 (0.93%) Microsoft PowerPoint
3 1 (0.93%) Photoshop
Business Applications
1 2 (1.85%) Sparx Enterprise Architect
Cloud Services
1 27 (25.00%) Power Platform
2 15 (13.89%) Azure
3 9 (8.33%) AWS
4 5 (4.63%) Google Analytics
5 3 (2.78%) Amazon S3
5 3 (2.78%) Azure Data Factory
5 3 (2.78%) GitHub
6 2 (1.85%) Amazon EMR
6 2 (1.85%) Azure Stack
6 2 (1.85%) GCP
7 1 (0.93%) Adobe Analytics
7 1 (0.93%) Amazon EC2
7 1 (0.93%) Amazon Kinesis
7 1 (0.93%) Cloud Computing
7 1 (0.93%) Dynamics 365
7 1 (0.93%) Firebase
7 1 (0.93%) Google Sheets
7 1 (0.93%) Google Tag Manager
Communications & Networking
1 1 (0.93%) Broadband
1 1 (0.93%) Internet
Database & Business Intelligence
1 27 (25.00%) Power BI
2 20 (18.52%) SQL Server
3 12 (11.11%) Data Warehouse
4 11 (10.19%) SQL Server Integration Services
5 9 (8.33%) KDB
5 9 (8.33%) Kdb+
6 8 (7.41%) Big Data
6 8 (7.41%) SQL Server Reporting Services
7 7 (6.48%) QlikView
8 6 (5.56%) Hadoop
8 6 (5.56%) PostgreSQL
8 6 (5.56%) Relational Database
8 6 (5.56%) Spotfire
9 5 (4.63%) SQL Server Analysis Services
10 4 (3.70%) Looker
10 4 (3.70%) PowerPivot
11 3 (2.78%) Azure SQL Data Warehouse
11 3 (2.78%) Azure SQL Database
11 3 (2.78%) MySQL
11 3 (2.78%) OLAP
Development Applications
1 15 (13.89%) Git (software)
2 12 (11.11%) TeamCity
3 9 (8.33%) Maven
4 8 (7.41%) JIRA
5 2 (1.85%) Jenkins
6 1 (0.93%) Hudson
6 1 (0.93%) Octopus Deploy
6 1 (0.93%) RStudio
6 1 (0.93%) Visual Studio
6 1 (0.93%) Visual Studio Team System
General
1 31 (28.70%) Finance
2 23 (21.30%) Banking
3 18 (16.67%) Front Office
4 10 (9.26%) Investment Banking
5 5 (4.63%) Public Sector
6 4 (3.70%) Marketing
7 3 (2.78%) Publishing
7 3 (2.78%) Retail
8 1 (0.93%) Advertising
8 1 (0.93%) Back Office
8 1 (0.93%) Financial Institution
8 1 (0.93%) Games
8 1 (0.93%) Law
8 1 (0.93%) Telecoms
Job Titles
1 45 (41.67%) Developer
2 18 (16.67%) Analyst
3 11 (10.19%) Data Engineer
3 11 (10.19%) Tableau Developer
4 10 (9.26%) Business Intelligence Developer
5 9 (8.33%) KDB Developer
6 8 (7.41%) Data Analyst
6 8 (7.41%) Senior Developer
7 7 (6.48%) Consultant
7 7 (6.48%) Data Scientist
7 7 (6.48%) Power BI Developer
8 6 (5.56%) Architect
8 6 (5.56%) Data Consultant
9 5 (4.63%) Senior Analyst
10 4 (3.70%) Business Analyst
10 4 (3.70%) Business Intelligence Consultant
10 4 (3.70%) Data Architect
10 4 (3.70%) Digital Analyst
10 4 (3.70%) Project Manager
10 4 (3.70%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 9 (8.33%) Web Services
2 8 (7.41%) .NET
3 6 (5.56%) NumPy
4 5 (4.63%) HTML
5 4 (3.70%) AngularJS
5 4 (3.70%) ASP.NET Web API
5 4 (3.70%) MDX
5 4 (3.70%) Pandas
6 3 (2.78%) CSS
6 3 (2.78%) JSON
6 3 (2.78%) REST
6 3 (2.78%) RESTful
6 3 (2.78%) XML
7 2 (1.85%) ASP.NET
7 2 (1.85%) Ext JS
7 2 (1.85%) HTML5
7 2 (1.85%) Protocol Buffers
7 2 (1.85%) scikit-learn
7 2 (1.85%) SciPy
7 2 (1.85%) SOAP
Miscellaneous
1 15 (13.89%) Analytical Skills
2 10 (9.26%) User Experience
3 9 (8.33%) Foreign Exchange (FX)
4 7 (6.48%) Algorithms
4 7 (6.48%) iPad
5 3 (2.78%) Data Centre
5 3 (2.78%) Data Structures
6 2 (1.85%) Greenfield Project
6 2 (1.85%) Industry 4.0
6 2 (1.85%) Reference Data
6 2 (1.85%) Self-Motivation
7 1 (0.93%) Analytical Mindset
7 1 (0.93%) Animation
7 1 (0.93%) e-Learning
7 1 (0.93%) Management Information System
7 1 (0.93%) Mobile App
7 1 (0.93%) Virtual Team
Operating Systems
1 1 (0.93%) Android
1 1 (0.93%) Apple iOS
1 1 (0.93%) Linux
1 1 (0.93%) Windows
Processes & Methodologies
1 49 (45.37%) Business Intelligence
2 47 (43.52%) Data Visualisation
3 44 (40.74%) Analytics
4 39 (36.11%) Agile Software Development
5 22 (20.37%) ETL
6 19 (17.59%) Scrum
7 16 (14.81%) Data Modelling
8 15 (13.89%) Data Analysis
9 13 (12.04%) Data Science
9 13 (12.04%) SDLC
10 12 (11.11%) Performance Tuning
10 12 (11.11%) Stakeholder Management
10 12 (11.11%) Unit Testing
11 9 (8.33%) Data Analytics
11 9 (8.33%) E-Commerce
12 8 (7.41%) Project Management
13 6 (5.56%) Decision Tree
13 6 (5.56%) DevOps
13 6 (5.56%) Machine Learning
13 6 (5.56%) Problem-Solving
Programming Languages
1 43 (39.81%) SQL
2 41 (37.96%) Python
3 18 (16.67%) Java
4 11 (10.19%) R
5 10 (9.26%) C#
6 9 (8.33%) C++
7 5 (4.63%) Data Analysis Expressions (DAX)
7 5 (4.63%) JavaScript
8 4 (3.70%) PowerShell
9 3 (2.78%) T-SQL
10 2 (1.85%) Bash Shell
10 2 (1.85%) IronPython
10 2 (1.85%) Kotlin
10 2 (1.85%) MATLAB
10 2 (1.85%) TypeScript
11 1 (0.93%) PHP
11 1 (0.93%) Ruby
11 1 (0.93%) Scala
11 1 (0.93%) VBA
Qualifications
1 5 (4.63%) Degree
2 3 (2.78%) PhD
Quality Assurance & Compliance
1 4 (3.70%) QA
2 3 (2.78%) Data Quality
3 1 (0.93%) Basel III
3 1 (0.93%) IFRS
3 1 (0.93%) IFRS 9
3 1 (0.93%) MiFID
3 1 (0.93%) Solvency II
System Software
1 7 (6.48%) Docker
2 2 (1.85%) Active Directory
3 1 (0.93%) HDFS
Systems Management
1 4 (3.70%) Kibana
1 4 (3.70%) Kubernetes
2 1 (0.93%) Control-M
2 1 (0.93%) Hadoop YARN
2 1 (0.93%) Matomo
2 1 (0.93%) Opscode Chef
2 1 (0.93%) Puppet
Vendors
1 25 (23.15%) Tableau
2 16 (14.81%) Microsoft
3 6 (5.56%) Google
4 5 (4.63%) Oracle
5 3 (2.78%) Alteryx
6 2 (1.85%) Adobe
6 2 (1.85%) Cognos
6 2 (1.85%) Dataiku
6 2 (1.85%) Hyperion
6 2 (1.85%) InterSystems
6 2 (1.85%) Sencha
6 2 (1.85%) ServiceNow
6 2 (1.85%) Sparx
6 2 (1.85%) TIBCO
7 1 (0.93%) Bloomberg
7 1 (0.93%) Cadence
7 1 (0.93%) Databricks
7 1 (0.93%) Foundry
7 1 (0.93%) MicroStrategy
7 1 (0.93%) SAP