Period
to 27 July 2021

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 27 July 2021 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
27 Jul 2021
Same period 2020 Same period 2019
Rank 70 78 124
Rank change year-on-year +8 +46 +23
Contract jobs citing Visualisation 117 60 121
As % of all contract jobs advertised in the City of London 3.43% 2.50% 1.82%
As % of the Processes & Methodologies category 3.77% 2.83% 2.02%
Number of daily rates quoted 68 44 83
10th Percentile £306 £336 £363
25th Percentile £463 £404 £413
Median daily rate (50th Percentile) £500 £475 £488
Median % change year-on-year +5.26% -2.56% +8.33%
75th Percentile £575 £591 £606
90th Percentile £738 £664 £673
Central London median daily rate £500 £494 £500
% change year-on-year +1.27% -1.25% +7.53%
Number of hourly rates quoted 2 3 2
10th Percentile £22.65 " £42.97
25th Percentile £24.04 £37.75 £43.99
Median hourly rate £27.73 £38.50 £46.85
Median % change year-on-year -27.99% -17.82% -
75th Percentile £31.04 £43.50 £48.56
90th Percentile £32.22 £46.05 £48.90
Central London median hourly rate £27.73 £38.50 £46.85
% change year-on-year -27.99% -17.82% -

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 3,101 2,122 5,979
As % of all contract IT jobs advertised in the City of London 90.94% 88.31% 90.11%
Number of daily rates quoted 2,270 1,569 4,701
10th Percentile £363 £338 £350
25th Percentile £450 £419 £428
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - +2.44%
75th Percentile £644 £600 £600
90th Percentile £725 £675 £675
Central London median daily rate £550 £513 £525
% change year-on-year +7.32% -2.38% +5.00%
Number of hourly rates quoted 37 45 68
10th Percentile £10.10 £12.45 £11.25
25th Percentile £14.25 £14.50 £12.70
Median hourly rate £23.45 £26.44 £19.13
Median % change year-on-year -11.31% +38.25% +2.27%
75th Percentile £33.75 £39.25 £37.50
90th Percentile £53.80 £50.60 £47.53
Central London median hourly rate £22.50 £27.50 £19.50
% change year-on-year -18.18% +41.03% +4.28%

Visualisation
Job Vacancy Trend in the City of London

Job postings citing Visualisation as a proportion 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

3-month moving average daily rate quoted in jobs citing Visualisation in the City of London.

Daily rate trend for Visualisation in the City of London

Visualisation
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Visualisation in the City of London over the 6 months to 27 July 2021.

Daily rate histogram for Visualisation in the City of London

Visualisation
Contractor Hourly Rate Trend in the City of London

3-month moving average hourly rates quoted in jobs citing Visualisation in the City of London.

Hourly rate trend for Visualisation in the City of London

For the 6 months to 27 July 2021, 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 84 (71.79%) SQL
2 68 (58.12%) Data Visualisation
3 61 (52.14%) Analytics
4 54 (46.15%) Business Intelligence
4 54 (46.15%) Finance
5 50 (42.74%) Agile Software Development
5 50 (42.74%) Data Analysis
6 42 (35.90%) Problem-Solving
7 38 (32.48%) Tableau
8 36 (30.77%) Python
9 33 (28.21%) Social Skills
10 32 (27.35%) User Stories
10 32 (27.35%) Analytical Skills
10 32 (27.35%) QlikView
11 31 (26.50%) Power Platform
11 31 (26.50%) Data Science
11 31 (26.50%) Power BI
12 28 (23.93%) Azure
12 28 (23.93%) R
13 25 (21.37%) Data Warehouse
13 25 (21.37%) Asset Management
13 25 (21.37%) Decision-Making
14 24 (20.51%) Degree
14 24 (20.51%) Machine Learning
15 23 (19.66%) Statistics
15 23 (19.66%) Microsoft Excel
15 23 (19.66%) Presentation Skills
16 22 (18.80%) TDD
16 22 (18.80%) Mathematics
16 22 (18.80%) DevOps

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 18 (15.38%) Jupyter
2 6 (5.13%) Apache Spark
3 2 (1.71%) SAS
4 1 (0.85%) Apache
4 1 (0.85%) ArcGIS
4 1 (0.85%) Oracle SOA Suite
4 1 (0.85%) SharePoint
Applications
1 23 (19.66%) Microsoft Excel
2 18 (15.38%) Microsoft PowerPoint
3 2 (1.71%) Chatbot
3 2 (1.71%) Figma
3 2 (1.71%) InVision
3 2 (1.71%) Sketch
3 2 (1.71%) Zeplin
4 1 (0.85%) Adobe Creative Suite
4 1 (0.85%) Adobe Illustrator
4 1 (0.85%) InDesign
4 1 (0.85%) SPSS
Business Applications
1 1 (0.85%) Oracle BPM
1 1 (0.85%) SAP MDG
1 1 (0.85%) SAP MDM
Cloud Services
1 31 (26.50%) Power Platform
2 28 (23.93%) Azure
3 10 (8.55%) AWS
4 4 (3.42%) GCP
5 3 (2.56%) Azure Cosmos DB
5 3 (2.56%) Azure Data Factory
5 3 (2.56%) Azure Synapse Analytics
5 3 (2.56%) GitHub
6 2 (1.71%) Akamai
6 2 (1.71%) IBM Cloud
6 2 (1.71%) Miro
6 2 (1.71%) PowerApps
6 2 (1.71%) Snowflake
7 1 (0.85%) Amazon S3
7 1 (0.85%) Cloud Computing
7 1 (0.85%) OpenShift
Communications & Networking
1 2 (1.71%) Network Security
2 1 (0.85%) HTTPS
2 1 (0.85%) Kerberos
2 1 (0.85%) Skype
Database & Business Intelligence
1 38 (32.48%) Tableau
2 32 (27.35%) QlikView
3 31 (26.50%) Power BI
4 25 (21.37%) Data Warehouse
5 19 (16.24%) Tableau Desktop
5 19 (16.24%) Tableau Server
6 14 (11.97%) Qlik Sense
7 8 (6.84%) Big Data
8 6 (5.13%) Amazon Redshift
8 6 (5.13%) BusinessObjects
9 5 (4.27%) NoSQL
10 4 (3.42%) Hadoop
10 4 (3.42%) SQL Server
11 3 (2.56%) Data Lake
11 3 (2.56%) Metadata
11 3 (2.56%) MongoDB
11 3 (2.56%) MySQL
11 3 (2.56%) SQL Server Analysis Services
11 3 (2.56%) SQL Server Reporting Services
11 3 (2.56%) Yellowfin
Development Applications
1 21 (17.95%) Git (software)
2 18 (15.38%) Octopus Deploy
3 4 (3.42%) Maven
4 2 (1.71%) Axure RP
4 2 (1.71%) JIRA
5 1 (0.85%) ERwin
5 1 (0.85%) Oracle APEX
5 1 (0.85%) Subversion
General
1 54 (46.15%) Finance
2 33 (28.21%) Social Skills
3 32 (27.35%) Analytical Skills
4 23 (19.66%) Presentation Skills
5 20 (17.09%) Marketing
6 8 (6.84%) Banking
7 5 (4.27%) Front Office
7 5 (4.27%) Investment Banking
7 5 (4.27%) Telecoms
8 4 (3.42%) Organisational Skills
9 3 (2.56%) Retail
10 2 (1.71%) Pharmaceutical
10 2 (1.71%) Retail Banking
11 1 (0.85%) Advertising
11 1 (0.85%) Public Sector
Job Titles
1 49 (41.88%) Analyst
2 30 (25.64%) Developer
3 25 (21.37%) Data Scientist
4 24 (20.51%) Business Intelligence Analyst
5 21 (17.95%) Business Analyst
5 21 (17.95%) SQL Analyst
6 20 (17.09%) SQL Data Analyst
7 19 (16.24%) Data Business Analyst
8 18 (15.38%) Business Intelligence Business Analyst
8 18 (15.38%) Insurance Business Analyst
9 13 (11.11%) Data Analyst
10 12 (10.26%) Analyst Developer
11 7 (5.98%) Asset Management Analyst
11 7 (5.98%) Risk Analyst
11 7 (5.98%) SQL Developer
12 6 (5.13%) Risk Management Analyst
13 4 (3.42%) Business Intelligence Data Analyst
13 4 (3.42%) Data Engineer
13 4 (3.42%) Java Developer
13 4 (3.42%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 21 (17.95%) D3.js
2 18 (15.38%) .NET
2 18 (15.38%) Shiny
3 6 (5.13%) Spring
4 4 (3.42%) Spring Boot
5 3 (2.56%) CSS
5 3 (2.56%) HTML
5 3 (2.56%) Node.js
6 2 (1.71%) ATL
6 2 (1.71%) HTML5
6 2 (1.71%) JSON
6 2 (1.71%) Kafka
6 2 (1.71%) LESS
6 2 (1.71%) NumPy
6 2 (1.71%) Pandas
6 2 (1.71%) Sass
6 2 (1.71%) scikit-learn
7 1 (0.85%) pytest
7 1 (0.85%) React
7 1 (0.85%) TensorFlow
Miscellaneous
1 20 (17.09%) Algorithms
2 18 (15.38%) Fixed Income
2 18 (15.38%) Self-Motivation
2 18 (15.38%) Social Media
3 17 (14.53%) Management Information System
4 7 (5.98%) User Experience
5 5 (4.27%) Credit Risk
6 4 (3.42%) Grid Computing
6 4 (3.42%) Market Risk
7 3 (2.56%) Reinsurance
8 2 (1.71%) Distributed Denial-of-Service
9 1 (0.85%) Data Structures
9 1 (0.85%) FMCG
9 1 (0.85%) Legacy Systems
9 1 (0.85%) NHS
9 1 (0.85%) Robotics
Operating Systems
1 6 (5.13%) Linux
1 6 (5.13%) Unix
2 1 (0.85%) Mac OS
Processes & Methodologies
1 68 (58.12%) Data Visualisation
2 61 (52.14%) Analytics
3 54 (46.15%) Business Intelligence
4 50 (42.74%) Agile Software Development
4 50 (42.74%) Data Analysis
5 42 (35.90%) Problem-Solving
6 32 (27.35%) User Stories
7 31 (26.50%) Data Science
8 25 (21.37%) Asset Management
8 25 (21.37%) Decision-Making
9 24 (20.51%) Machine Learning
10 23 (19.66%) Statistics
11 22 (18.80%) DevOps
11 22 (18.80%) Mathematics
11 22 (18.80%) TDD
12 20 (17.09%) CRM
12 20 (17.09%) Data Integration
13 19 (16.24%) Continuous Improvement
13 19 (16.24%) Investment Management
13 19 (16.24%) Stakeholder Management
Programming Languages
1 84 (71.79%) SQL
2 36 (30.77%) Python
3 28 (23.93%) R
4 19 (16.24%) VBA
5 8 (6.84%) Java
6 5 (4.27%) JavaScript
7 3 (2.56%) Scala
7 3 (2.56%) T-SQL
8 2 (1.71%) C
8 2 (1.71%) C++
9 1 (0.85%) C#
9 1 (0.85%) Data Analysis Expressions (DAX)
9 1 (0.85%) MATLAB
9 1 (0.85%) TypeScript
9 1 (0.85%) VB
Qualifications
1 24 (20.51%) Degree
2 1 (0.85%) Master's Degree
2 1 (0.85%) PMI Certification
2 1 (0.85%) PMP
2 1 (0.85%) SC Cleared
2 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 4 (3.42%) Data Quality
2 2 (1.71%) GDPR
3 1 (0.85%) IFRS
3 1 (0.85%) PMO
3 1 (0.85%) QA
System Software
1 5 (4.27%) Docker
Systems Management
1 4 (3.42%) Kubernetes
2 1 (0.85%) HP Quality Center
Vendors
1 21 (17.95%) Alteryx
2 18 (15.38%) Salesforce.com
3 8 (6.84%) Microsoft
4 6 (5.13%) Google
4 6 (5.13%) Oracle
5 4 (3.42%) SAP
6 3 (2.56%) Anaplan
6 3 (2.56%) Databricks
6 3 (2.56%) IBM
7 2 (1.71%) Informatica
8 1 (0.85%) Adobe
8 1 (0.85%) Cognos
8 1 (0.85%) Dataiku
8 1 (0.85%) Talend