Period
to

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 28 May 2022 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
28 May 2022
Same period 2021 Same period 2020
Rank 109 67 83
Rank change year-on-year -42 +16 +44
Contract jobs citing Visualisation 75 98 70
As % of all contract jobs advertised in the City of London 1.78% 3.38% 2.27%
As % of the Processes & Methodologies category 1.95% 3.70% 2.57%
Number of daily rates quoted 51 57 54
10th Percentile £358 £271 £328
25th Percentile £416 £425 £403
Median daily rate (50th Percentile) £525 £500 £475
Median % change year-on-year +5.00% +5.26% -
75th Percentile £580 £588 £550
90th Percentile £688 £688 £626
Central London median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 3 2 2
10th Percentile £35.25 £22.65 £38.50
25th Percentile £36.75 £24.04 £39.63
Median hourly rate £40.50 £27.73 £42.50
Median % change year-on-year +46.08% -34.76% -9.28%
75th Percentile £51.75 £31.04 £45.63
90th Percentile £57.75 £32.22 £46.90
Central London median hourly rate £40.50 £32.00 £42.50
% change year-on-year +26.56% -24.71% -9.28%

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 3,853 2,651 2,726
As % of all contract IT jobs advertised in the City of London 91.35% 91.35% 88.39%
Number of daily rates quoted 2,899 1,927 2,030
10th Percentile £388 £340 £337
25th Percentile £475 £431 £413
Median daily rate (50th Percentile) £575 £528 £516
Median % change year-on-year +9.00% +2.18% -1.67%
75th Percentile £688 £638 £602
90th Percentile £775 £713 £675
Central London median daily rate £569 £525 £500
% change year-on-year +8.33% +5.00% -4.76%
Number of hourly rates quoted 46 29 50
10th Percentile £18.50 £8.00 £12.42
25th Percentile £21.06 £12.38 £14.41
Median hourly rate £40.50 £23.45 £24.06
Median % change year-on-year +72.71% -2.54% +23.38%
75th Percentile £54.38 £28.75 £39.25
90th Percentile £62.50 £38.40 £52.55
Central London median hourly rate £40.50 £20.00 £25.00
% change year-on-year +102.50% -20.00% +26.58%

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 28 May 2022.

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

Visualisation
Hourly Rate Histogram in the City of London

Hourly rate distribution of jobs citing Visualisation in the City of London over the 6 months to 28 May 2022.

Hourly rate histogram for Visualisation in the City of London

For the 6 months to 28 May 2022, 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 41 (54.67%) Analytics
2 35 (46.67%) Data Visualisation
3 28 (37.33%) Python
4 27 (36.00%) SQL
5 26 (34.67%) Business Intelligence
6 23 (30.67%) Data Analysis
6 23 (30.67%) Power BI
6 23 (30.67%) Power Platform
7 21 (28.00%) Agile
8 19 (25.33%) Azure
9 18 (24.00%) Finance
10 15 (20.00%) Data Modelling
10 15 (20.00%) Microsoft
10 15 (20.00%) Social Skills
11 14 (18.67%) Data Management
11 14 (18.67%) R
11 14 (18.67%) Analytical Skills
12 13 (17.33%) Big Data
13 11 (14.67%) Data Analytics
13 11 (14.67%) Data Science
13 11 (14.67%) Problem-Solving
14 10 (13.33%) Data Pipeline
14 10 (13.33%) ETL
15 9 (12.00%) JIRA
15 9 (12.00%) Tableau
15 9 (12.00%) Data Quality
15 9 (12.00%) AWS
15 9 (12.00%) Apache Spark
15 9 (12.00%) DevOps
15 9 (12.00%) Data Engineering

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 9 (12.00%) Apache Spark
2 3 (4.00%) Jupyter
3 2 (2.67%) SAS
4 1 (1.33%) Apache
4 1 (1.33%) Apache Airflow
4 1 (1.33%) Confluence
4 1 (1.33%) Elasticsearch
Applications
1 4 (5.33%) Sketch
2 3 (4.00%) InVision
2 3 (4.00%) Zeplin
3 2 (2.67%) Adobe Illustrator
3 2 (2.67%) InDesign
3 2 (2.67%) Microsoft PowerPoint
3 2 (2.67%) Photoshop
4 1 (1.33%) Adobe XD
4 1 (1.33%) OmniGraffle
4 1 (1.33%) SPSS
Business Applications
1 4 (5.33%) SAP BPC
1 4 (5.33%) SAP CO
1 4 (5.33%) SAP FI
1 4 (5.33%) SAP FI/CO
2 1 (1.33%) SAP Oil and Gas
2 1 (1.33%) Sparx Enterprise Architect
Cloud Services
1 23 (30.67%) Power Platform
2 19 (25.33%) Azure
3 9 (12.00%) AWS
4 8 (10.67%) GitHub
5 7 (9.33%) GCP
6 6 (8.00%) PaaS
7 5 (6.67%) Azure Cosmos DB
7 5 (6.67%) Google Analytics
8 4 (5.33%) Amazon S3
8 4 (5.33%) Google Data Studio
9 3 (4.00%) Amazon EMR
9 3 (4.00%) Azure Data Factory
9 3 (4.00%) Collibra
9 3 (4.00%) Force.com
9 3 (4.00%) SaaS
10 2 (2.67%) Amazon EC2
10 2 (2.67%) Amazon SageMaker
10 2 (2.67%) Azure Synapse Analytics
11 1 (1.33%) Cloud Computing
11 1 (1.33%) Google Tag Manager
Communications & Networking
1 1 (1.33%) HTTP
Database & Business Intelligence
1 23 (30.67%) Power BI
2 13 (17.33%) Big Data
3 9 (12.00%) Tableau
4 7 (9.33%) Spotfire
5 6 (8.00%) BigQuery
5 6 (8.00%) Data Warehouse
6 5 (6.67%) Data Lake
6 5 (6.67%) MySQL
7 4 (5.33%) Amazon Athena
7 4 (5.33%) Data Mining
7 4 (5.33%) Looker
7 4 (5.33%) MongoDB
7 4 (5.33%) Qlik Sense
7 4 (5.33%) QlikView
7 4 (5.33%) Relational Database
7 4 (5.33%) SQL Server
8 3 (4.00%) HDInsight
8 3 (4.00%) Impala
8 3 (4.00%) Power Query
8 3 (4.00%) ThoughtSpot
Development Applications
1 9 (12.00%) JIRA
2 4 (5.33%) PowerDesigner
3 3 (4.00%) Git (software)
4 1 (1.33%) Deequ
4 1 (1.33%) ER Studio
4 1 (1.33%) ERwin
4 1 (1.33%) Subversion
4 1 (1.33%) Visual Studio Team System
General
1 18 (24.00%) Finance
2 15 (20.00%) Social Skills
3 14 (18.67%) Analytical Skills
4 7 (9.33%) Influencing Skills
5 5 (6.67%) Financial Institution
5 5 (6.67%) Legal
6 4 (5.33%) Presentation Skills
6 4 (5.33%) Public Sector
7 3 (4.00%) Banking
7 3 (4.00%) Pharmaceutical
8 2 (2.67%) Documentation Skills
9 1 (1.33%) Advertising
9 1 (1.33%) Front Office
9 1 (1.33%) Law
9 1 (1.33%) Marketing
9 1 (1.33%) Publishing
9 1 (1.33%) Retail
9 1 (1.33%) Social Science
Job Titles
1 26 (34.67%) Analyst
2 14 (18.67%) Data Engineer
3 10 (13.33%) Data Analyst
3 10 (13.33%) Developer
4 9 (12.00%) Designer
5 6 (8.00%) Architect
5 6 (8.00%) Digital Analyst
6 5 (6.67%) Business Analyst
6 5 (6.67%) Business Intelligence Analyst
6 5 (6.67%) Data Scientist
7 4 (5.33%) Data Business Analyst
7 4 (5.33%) Insurance Business Analyst
7 4 (5.33%) Product Analyst
7 4 (5.33%) Solutions Architect
8 3 (4.00%) Business Intelligence Business Analyst
8 3 (4.00%) Digital Analytics Analyst
8 3 (4.00%) Google Analytics Analyst
8 3 (4.00%) Power BI Analyst
8 3 (4.00%) Technical Leader
9 2 (2.67%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 8 (10.67%) RESTful
2 7 (9.33%) Pandas
3 4 (5.33%) AngularJS
3 4 (5.33%) COM
3 4 (5.33%) CSS
3 4 (5.33%) HTML
3 4 (5.33%) PySpark
3 4 (5.33%) React
4 3 (4.00%) Kafka
4 3 (4.00%) Matplotlib
4 3 (4.00%) NumPy
4 3 (4.00%) REST
5 2 (2.67%) Ajax
5 2 (2.67%) CSS3
5 2 (2.67%) DOM
5 2 (2.67%) HTML5
5 2 (2.67%) pytest
5 2 (2.67%) TensorFlow
5 2 (2.67%) Vue.js
5 2 (2.67%) XML
Miscellaneous
1 6 (8.00%) Social Media
2 5 (6.67%) Hedge funds
2 5 (6.67%) User Experience
3 2 (2.67%) Animation
3 2 (2.67%) Greenfield Project
3 2 (2.67%) Legacy Systems
3 2 (2.67%) Management Information System
4 1 (1.33%) Algorithms
4 1 (1.33%) Analytical Mindset
4 1 (1.33%) Data Structures
4 1 (1.33%) IoT
4 1 (1.33%) Life Science
4 1 (1.33%) Mobile App
4 1 (1.33%) NHS
4 1 (1.33%) Virtual Team
Operating Systems
1 4 (5.33%) VMS
2 2 (2.67%) Unix
3 1 (1.33%) Android
3 1 (1.33%) Apple iOS
Processes & Methodologies
1 41 (54.67%) Analytics
2 35 (46.67%) Data Visualisation
3 26 (34.67%) Business Intelligence
4 23 (30.67%) Data Analysis
5 21 (28.00%) Agile
6 15 (20.00%) Data Modelling
7 14 (18.67%) Data Management
8 11 (14.67%) Data Analytics
8 11 (14.67%) Data Science
8 11 (14.67%) Problem-Solving
9 10 (13.33%) Data Pipeline
9 10 (13.33%) ETL
10 9 (12.00%) Data Engineering
10 9 (12.00%) DevOps
11 7 (9.33%) Data Governance
11 7 (9.33%) Unit Testing
12 6 (8.00%) Decision-Making
12 6 (8.00%) Stakeholder Management
13 5 (6.67%) Collaborative Working
13 5 (6.67%) Data-Driven Decision Making
Programming Languages
1 28 (37.33%) Python
2 27 (36.00%) SQL
3 14 (18.67%) R
4 5 (6.67%) JavaScript
5 4 (5.33%) Scala
5 4 (5.33%) TypeScript
6 3 (4.00%) Java
7 2 (2.67%) Data Analysis Expressions (DAX)
8 1 (1.33%) C#
8 1 (1.33%) C++
8 1 (1.33%) PowerShell
Qualifications
1 5 (6.67%) Degree
2 3 (4.00%) Computer Science Degree
2 3 (4.00%) SC Cleared
2 3 (4.00%) Security Cleared
3 2 (2.67%) Master's Degree
3 2 (2.67%) Tableau Certification
3 2 (2.67%) TOGAF Certification
Quality Assurance & Compliance
1 9 (12.00%) Data Quality
2 5 (6.67%) GDPR
3 2 (2.67%) Actionable Recommendations
4 1 (1.33%) Accessibility
4 1 (1.33%) GRC
4 1 (1.33%) QA
System Software
1 1 (1.33%) Docker
Systems Management
1 3 (4.00%) Oozie
2 1 (1.33%) Kubernetes
2 1 (1.33%) Terraform
Vendors
1 15 (20.00%) Microsoft
2 8 (10.67%) Google
3 6 (8.00%) Alteryx
3 6 (8.00%) Oracle
3 6 (8.00%) SAP
4 5 (6.67%) Databricks
5 4 (5.33%) Adobe
5 4 (5.33%) BiZZdesign
6 3 (4.00%) Anaplan
6 3 (4.00%) Blue Prism
6 3 (4.00%) CA Agile Central
6 3 (4.00%) Concur
7 2 (2.67%) Netezza
8 1 (1.33%) Cognos
8 1 (1.33%) GoldenSource
8 1 (1.33%) IDERA
8 1 (1.33%) Sparx