Period
to

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 25 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.

Data Management
Central London > City of London
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 125 114 104
Rank change year-on-year -11 -10 +55
Contract jobs citing Data Management 61 40 53
As % of all contract jobs advertised in the City of London 1.46% 1.40% 1.68%
As % of the Processes & Methodologies category 1.60% 1.53% 1.90%
Number of daily rates quoted 34 20 37
10th Percentile £329 £393 £400
25th Percentile £491 £464 £413
Median daily rate (50th Percentile) £573 £599 £500
Median % change year-on-year -4.38% +19.75% +5.26%
75th Percentile £652 £781 £625
90th Percentile £746 £888 £785
Central London median daily rate £575 £568 £550
% change year-on-year +1.32% +3.18% +13.40%
Number of hourly rates quoted 2 4 0
10th Percentile £35.48 - -
25th Percentile £36.94 - -
Median hourly rate £41.25 £8.00 -
Median % change year-on-year +415.63% - -
75th Percentile £44.94 - -
90th Percentile £46.03 - -
Central London median hourly rate £41.25 £8.00 -
% change year-on-year +415.63% - -

Data Management 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 3,813 2,608 2,790
As % of all contract IT jobs advertised in the City of London 91.29% 91.48% 88.40%
Number of daily rates quoted 2,878 1,892 2,077
10th Percentile £388 £340 £335
25th Percentile £475 £431 £413
Median daily rate (50th Percentile) £575 £525 £515
Median % change year-on-year +9.52% +1.94% -1.90%
75th Percentile £688 £638 £604
90th Percentile £775 £713 £675
Central London median daily rate £570 £525 £500
% change year-on-year +8.57% +5.00% -4.76%
Number of hourly rates quoted 45 28 50
10th Percentile £18.50 £8.00 £12.42
25th Percentile £21.00 £12.28 £14.41
Median hourly rate £40.50 £22.98 £24.06
Median % change year-on-year +76.28% -4.51% +21.82%
75th Percentile £51.75 £28.94 £39.13
90th Percentile £62.50 £38.98 £52.33
Central London median hourly rate £40.50 £20.00 £24.50
% change year-on-year +102.50% -18.37% +22.50%

Data Management
Job Vacancy Trend in the City of London

Job postings citing Data Management as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Data Management in the City of London

Data Management
Contractor Daily Rate Trend in the City of London

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

Daily rate trend for Data Management in the City of London

Data Management
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Data Management in the City of London over the 6 months to 25 May 2022.

Daily rate histogram for Data Management in the City of London

Data Management
Contractor Hourly Rate Trend in the City of London

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

Hourly rate trend for Data Management in the City of London

For the 6 months to 25 May 2022, IT contractor jobs citing Data Management 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 Data Management.

1 21 (34.43%) SQL
1 21 (34.43%) Finance
2 19 (31.15%) Agile
2 19 (31.15%) Data Modelling
3 17 (27.87%) Social Skills
4 16 (26.23%) Data Analysis
4 16 (26.23%) Analytics
5 15 (24.59%) Visualisation
6 13 (21.31%) Data Quality
6 13 (21.31%) Power BI
6 13 (21.31%) Power Platform
7 12 (19.67%) Data Architecture
7 12 (19.67%) Business Intelligence
7 12 (19.67%) Data Warehouse
8 11 (18.03%) Microsoft
8 11 (18.03%) Analytical Skills
8 11 (18.03%) Data Lake
9 10 (16.39%) Data Visualisation
9 10 (16.39%) Project Management
10 9 (14.75%) JIRA
10 9 (14.75%) ETL
10 9 (14.75%) Data Governance
10 9 (14.75%) Big Data
11 8 (13.11%) Azure
11 8 (13.11%) Data Analytics
11 8 (13.11%) Management Information System
11 8 (13.11%) Metadata
12 7 (11.48%) Data Pipeline
12 7 (11.48%) Virtual Team
12 7 (11.48%) Python

Data Management
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 6 (9.84%) Apache Spark
2 1 (1.64%) Apache
2 1 (1.64%) SAS
2 1 (1.64%) SharePoint
Applications
1 5 (8.20%) Microsoft Excel
2 1 (1.64%) Spreadsheet
Business Applications
1 1 (1.64%) Markit EDM
1 1 (1.64%) Oracle Assets
1 1 (1.64%) Oracle Cash Management
1 1 (1.64%) Oracle Financials
1 1 (1.64%) Oracle Receivables
1 1 (1.64%) SAP CO
1 1 (1.64%) SAP FI
1 1 (1.64%) SAP FI/CO
1 1 (1.64%) SAP Oil and Gas
1 1 (1.64%) SAP S/4HANA
1 1 (1.64%) Workday HCM
Cloud Services
1 13 (21.31%) Power Platform
2 8 (13.11%) Azure
3 6 (9.84%) AWS Lambda
3 6 (9.84%) Serverless
4 5 (8.20%) AWS
4 5 (8.20%) Collibra
5 3 (4.92%) Azure Cosmos DB
6 1 (1.64%) Amazon EMR
6 1 (1.64%) Amazon SageMaker
6 1 (1.64%) Azure Data Factory
6 1 (1.64%) Cloud Computing
6 1 (1.64%) Dynamics 365
6 1 (1.64%) PowerApps
6 1 (1.64%) Salesforce Sales Cloud
6 1 (1.64%) Snowflake
Communications & Networking
1 2 (3.28%) LAN
1 2 (3.28%) MPLS
1 2 (3.28%) SD-WAN
1 2 (3.28%) Structured Cabling
1 2 (3.28%) WAN
1 2 (3.28%) Wireless
Database & Business Intelligence
1 13 (21.31%) Power BI
2 12 (19.67%) Data Warehouse
3 11 (18.03%) Data Lake
4 9 (14.75%) Big Data
5 8 (13.11%) Metadata
6 7 (11.48%) Tableau
7 6 (9.84%) Relational Database
8 4 (6.56%) MongoDB
8 4 (6.56%) Qlik Sense
9 3 (4.92%) Data Mining
9 3 (4.92%) Impala
9 3 (4.92%) MySQL
9 3 (4.92%) PostgreSQL
9 3 (4.92%) QlikView
9 3 (4.92%) SAP HANA
9 3 (4.92%) SQL Server
9 3 (4.92%) ThoughtSpot
10 2 (3.28%) HDInsight
10 2 (3.28%) Lumira
10 2 (3.28%) NoSQL
Development Applications
1 9 (14.75%) JIRA
2 5 (8.20%) kappa
2 5 (8.20%) PowerDesigner
3 3 (4.92%) Team Foundation Server
4 1 (1.64%) Git (software)
4 1 (1.64%) Subversion
General
1 21 (34.43%) Finance
2 17 (27.87%) Social Skills
3 11 (18.03%) Analytical Skills
4 7 (11.48%) Banking
5 3 (4.92%) Documentation Skills
5 3 (4.92%) Presentation Skills
6 2 (3.28%) Front Office
6 2 (3.28%) Organisational Skills
6 2 (3.28%) Telecoms
7 1 (1.64%) Back Office
7 1 (1.64%) Billing
7 1 (1.64%) French Language
7 1 (1.64%) General Ledger
7 1 (1.64%) Influencing Skills
7 1 (1.64%) Investment Banking
7 1 (1.64%) Prime Brokerage
7 1 (1.64%) Retail
7 1 (1.64%) Synthetic Prime Brokerage
Job Titles
1 15 (24.59%) Analyst
2 13 (21.31%) Architect
2 13 (21.31%) Data Architect
3 10 (16.39%) Data Analyst
4 8 (13.11%) Data Engineer
5 6 (9.84%) Developer
6 5 (8.20%) Business Analyst
7 4 (6.56%) Data Business Analyst
7 4 (6.56%) Delivery Manager
8 3 (4.92%) Business Intelligence Analyst
8 3 (4.92%) Business Intelligence Business Analyst
8 3 (4.92%) Data Manager
8 3 (4.92%) Insurance Business Analyst
9 2 (3.28%) Administrator
9 2 (3.28%) Infrastructure Manager
9 2 (3.28%) Junior
9 2 (3.28%) Junior Analyst
9 2 (3.28%) Junior Data Analyst
9 2 (3.28%) Project Manager
9 2 (3.28%) Senior Architect
Libraries, Frameworks & Software Standards
1 5 (8.20%) RESTful
2 3 (4.92%) .NET
3 2 (3.28%) Kafka
4 1 (1.64%) Anaconda
4 1 (1.64%) AngularJS
4 1 (1.64%) HTML
4 1 (1.64%) HTML5
4 1 (1.64%) PySpark
4 1 (1.64%) RabbitMQ
4 1 (1.64%) React
4 1 (1.64%) REST
4 1 (1.64%) TensorFlow
4 1 (1.64%) WPF
Miscellaneous
1 8 (13.11%) Management Information System
2 7 (11.48%) Virtual Team
3 5 (8.20%) Data Structures
4 4 (6.56%) Self-Motivation
5 2 (3.28%) Algorithms
5 2 (3.28%) Derivative
5 2 (3.28%) Fixed Income
5 2 (3.28%) Reinsurance
6 1 (1.64%) Enterprise Software
6 1 (1.64%) Legacy Applications
6 1 (1.64%) Market Risk
6 1 (1.64%) Reference Data
6 1 (1.64%) Social Media
6 1 (1.64%) User Experience
Operating Systems
1 1 (1.64%) Unix
1 1 (1.64%) Windows
Processes & Methodologies
1 19 (31.15%) Agile
1 19 (31.15%) Data Modelling
2 16 (26.23%) Analytics
2 16 (26.23%) Data Analysis
3 15 (24.59%) Visualisation
4 12 (19.67%) Business Intelligence
4 12 (19.67%) Data Architecture
5 10 (16.39%) Data Visualisation
5 10 (16.39%) Project Management
6 9 (14.75%) Data Governance
6 9 (14.75%) ETL
7 8 (13.11%) Data Analytics
8 7 (11.48%) Data Pipeline
8 7 (11.48%) Master Data Management
9 6 (9.84%) Data Integration
9 6 (9.84%) DevOps
9 6 (9.84%) Migration
9 6 (9.84%) SDLC
9 6 (9.84%) Stakeholder Management
9 6 (9.84%) TOGAF
Programming Languages
1 21 (34.43%) SQL
2 7 (11.48%) Python
3 3 (4.92%) C#
3 3 (4.92%) R
4 2 (3.28%) Data Analysis Expressions (DAX)
4 2 (3.28%) Java
4 2 (3.28%) Scala
4 2 (3.28%) VB.NET
4 2 (3.28%) VBA
5 1 (1.64%) JavaScript
5 1 (1.64%) PL/SQL
Qualifications
1 4 (6.56%) Degree
2 3 (4.92%) Security Cleared
3 2 (3.28%) SC Cleared
3 2 (3.28%) Tableau Certification
4 1 (1.64%) ACCA
4 1 (1.64%) Computer Science Degree
4 1 (1.64%) ISEB
4 1 (1.64%) Master's Degree
4 1 (1.64%) PMI Certification
4 1 (1.64%) PMP
Quality Assurance & Compliance
1 13 (21.31%) Data Quality
2 1 (1.64%) GAAP
2 1 (1.64%) GDPR
2 1 (1.64%) IFRS
System Software
1 1 (1.64%) Oracle RAC
Systems Management
1 3 (4.92%) Oozie
2 1 (1.64%) Enterprise Manager Cloud Control
2 1 (1.64%) HP Quality Center
2 1 (1.64%) Oracle RMAN
Vendors
1 11 (18.03%) Microsoft
2 5 (8.20%) BiZZdesign
2 5 (8.20%) Oracle
2 5 (8.20%) SAP
3 3 (4.92%) CA Agile Central
4 2 (3.28%) Alteryx
4 2 (3.28%) Informatica
5 1 (1.64%) Cognos
5 1 (1.64%) Databricks
5 1 (1.64%) GoldenSource
5 1 (1.64%) Hitachi
5 1 (1.64%) HP
5 1 (1.64%) IBM
5 1 (1.64%) Maconomy
5 1 (1.64%) Pardot
5 1 (1.64%) Salesforce.com
5 1 (1.64%) Solace
5 1 (1.64%) Talend
5 1 (1.64%) TIBCO
5 1 (1.64%) Workday