Period
to 27 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 27 November 2021 with a comparison to the same period in the previous 2 years.

Data Management
Central London > City of London
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 90 138 140
Rank change year-on-year +48 +2 +35
Permanent jobs citing Data Management 196 67 221
As % of all permanent jobs advertised in the City of London 3.19% 1.67% 2.21%
As % of the Processes & Methodologies category 3.40% 1.76% 2.35%
Number of salaries quoted 164 48 167
10th Percentile £42,500 £42,500 £41,250
25th Percentile £50,938 £52,063 £51,875
Median annual salary (50th Percentile) £73,000 £70,000 £75,000
Median % change year-on-year +4.29% -6.67% +15.38%
75th Percentile £88,750 £80,813 £90,000
90th Percentile £96,250 £103,250 £107,500
Central London median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - +7.69%

Data Management 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 5,760 3,807 9,399
As % of all permanent IT jobs advertised in the City of London 93.75% 94.80% 94.11%
Number of salaries quoted 5,150 3,344 8,216
10th Percentile £42,500 £45,000 £37,500
25th Percentile £55,000 £55,000 £50,122
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £91,250 £87,500 £82,500
90th Percentile £107,500 £103,750 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +3.17%

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
Salary Trend in the City of London

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

Salary trend for Data Management in the City of London

Data Management
Salary Histogram in the City of London

Salary distribution for jobs citing Data Management in the City of London over the 6 months to 27 November 2021.

Salary histogram for Data Management in the City of London

For the 6 months to 27 November 2021, IT 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 permanent job ads across the City of London region with a requirement for Data Management.

1 92 (46.94%) Business Intelligence
2 85 (43.37%) Agile Software Development
3 78 (39.80%) SQL
4 74 (37.76%) Data Quality
5 69 (35.20%) Analytics
6 68 (34.69%) Finance
7 61 (31.12%) Power Platform
8 60 (30.61%) Power BI
9 58 (29.59%) Microsoft
10 48 (24.49%) Data Warehouse
10 48 (24.49%) Social Skills
11 47 (23.98%) Azure
12 44 (22.45%) SQL Server
13 41 (20.92%) Data Modelling
14 36 (18.37%) ETL
14 36 (18.37%) Data Integration
15 34 (17.35%) Tableau
16 32 (16.33%) Migration
16 32 (16.33%) AWS
17 31 (15.82%) Python
17 31 (15.82%) Visualisation
17 31 (15.82%) Decision-Making
18 29 (14.80%) Backlog Management
18 29 (14.80%) Backlog Prioritisation
18 29 (14.80%) User Stories
18 29 (14.80%) Scrum
19 28 (14.29%) Change Management
19 28 (14.29%) Informatica
19 28 (14.29%) Master Data Management
19 28 (14.29%) Data Visualisation

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 14 (7.14%) SharePoint
2 10 (5.10%) Apache Airflow
3 9 (4.59%) SAS
4 7 (3.57%) Oracle Workflow
5 6 (3.06%) Apache
6 4 (2.04%) Apache Spark
6 4 (2.04%) Appian
7 1 (0.51%) Apache Pig
7 1 (0.51%) Confluence
7 1 (0.51%) MS Exchange
7 1 (0.51%) Oracle SOA Suite
Applications
1 24 (12.24%) Microsoft Excel
2 18 (9.18%) Microsoft Office
3 11 (5.61%) MS Visio
4 3 (1.53%) Microsoft PowerPoint
Business Applications
1 5 (2.55%) Remedy ITSM
2 3 (1.53%) Markit EDM
2 3 (1.53%) thinkFolio
3 2 (1.02%) Hyperion Planning
3 2 (1.02%) NetSuite
3 2 (1.02%) SAP MDG
3 2 (1.02%) SAP S/4HANA
4 1 (0.51%) IBM Planning Analytics
4 1 (0.51%) Oracle Assets
4 1 (0.51%) Oracle Payables
Cloud Services
1 61 (31.12%) Power Platform
2 47 (23.98%) Azure
3 32 (16.33%) AWS
4 18 (9.18%) Collibra
5 17 (8.67%) Microsoft 365
6 14 (7.14%) GCP
6 14 (7.14%) PowerApps
7 11 (5.61%) Power Automate
8 9 (4.59%) Snowflake
9 7 (3.57%) IaaS
10 6 (3.06%) Azure Data Factory
11 5 (2.55%) SaaS
12 4 (2.04%) PaaS
13 3 (1.53%) Azure Cosmos DB
14 2 (1.02%) Azure Logic Apps
14 2 (1.02%) Azure Synapse Analytics
15 1 (0.51%) Azure Pipelines
15 1 (0.51%) Azure Stack
15 1 (0.51%) Azure Storage
15 1 (0.51%) Serverless
Communications & Networking
1 1 (0.51%) Cisco IPT
1 1 (0.51%) DHCP
1 1 (0.51%) DNS
1 1 (0.51%) Internet
1 1 (0.51%) LAN
1 1 (0.51%) Network Security
1 1 (0.51%) VoIP
1 1 (0.51%) WAN
Database & Business Intelligence
1 60 (30.61%) Power BI
2 48 (24.49%) Data Warehouse
3 44 (22.45%) SQL Server
4 34 (17.35%) Tableau
5 26 (13.27%) Big Data
5 26 (13.27%) SQL Server Integration Services
6 20 (10.20%) QlikView
7 18 (9.18%) Hadoop
8 14 (7.14%) SQL Server 2016
8 14 (7.14%) SQL Server 2017
9 12 (6.12%) NoSQL
9 12 (6.12%) Qlik Sense
10 11 (5.61%) PostgreSQL
10 11 (5.61%) SQL Server Reporting Services
11 10 (5.10%) Data Lake
11 10 (5.10%) SQL Server Analysis Services
12 9 (4.59%) Azure SQL Database
13 8 (4.08%) Relational Database
14 6 (3.06%) DB2
15 5 (2.55%) Data Mining
Development Applications
1 9 (4.59%) Git (software)
2 6 (3.06%) JIRA
3 3 (1.53%) Subversion
4 2 (1.02%) Jenkins
4 2 (1.02%) SQL Server Management Studio (SSMS)
4 2 (1.02%) Visual Studio Code
5 1 (0.51%) ER Studio
5 1 (0.51%) ERwin
5 1 (0.51%) GDB
5 1 (0.51%) Sourcetree
5 1 (0.51%) Visual Studio
General
1 68 (34.69%) Finance
2 48 (24.49%) Social Skills
3 20 (10.20%) Presentation Skills
4 16 (8.16%) Analytical Skills
5 14 (7.14%) Influencing Skills
6 12 (6.12%) Banking
7 8 (4.08%) Investment Banking
8 6 (3.06%) Organisational Skills
8 6 (3.06%) Public Sector
9 5 (2.55%) Advertising
9 5 (2.55%) Italian Language
10 4 (2.04%) Financial Institution
11 3 (1.53%) Electronics
11 3 (1.53%) Local Government
12 2 (1.02%) Law
12 2 (1.02%) Legal
12 2 (1.02%) Mandarin Language
12 2 (1.02%) Retail
13 1 (0.51%) Publishing
13 1 (0.51%) Telecoms
Job Titles
1 75 (38.27%) Analyst
2 35 (17.86%) Data Analyst
3 34 (17.35%) Business Analyst
4 25 (12.76%) Developer
4 25 (12.76%) Project Manager
5 21 (10.71%) Architect
5 21 (10.71%) Consultant
6 19 (9.69%) Insurance Business Analyst
7 18 (9.18%) Project Analyst
8 14 (7.14%) Data Engineer
9 13 (6.63%) Business Intelligence Analyst
9 13 (6.63%) Data Architect
10 12 (6.12%) Business Intelligence Business Analyst
10 12 (6.12%) Data Business Analyst
10 12 (6.12%) Tableau Developer
11 11 (5.61%) Data Consultant
11 11 (5.61%) Informatica Consultant
11 11 (5.61%) Product Manager
12 10 (5.10%) Agile Project Manager
12 10 (5.10%) Product Analyst
Libraries, Frameworks & Software Standards
1 6 (3.06%) Web Services
2 5 (2.55%) Kafka
3 4 (2.04%) JSON
4 2 (1.02%) HTML
4 2 (1.02%) XML
5 1 (0.51%) .NET
5 1 (0.51%) GraphQL
5 1 (0.51%) Jest
5 1 (0.51%) LAPP Stack
5 1 (0.51%) React
5 1 (0.51%) Redux
5 1 (0.51%) RESTful
Miscellaneous
1 19 (9.69%) User Experience
2 17 (8.67%) Management Information System
3 11 (5.61%) Virtual Team
4 7 (3.57%) Data Centre
4 7 (3.57%) Data Structures
5 6 (3.06%) Algorithms
6 5 (2.55%) Cloud Native
6 5 (2.55%) Reinsurance
7 3 (1.53%) Enterprise Storage
7 3 (1.53%) Reference Data
8 1 (0.51%) Data Protection Act
8 1 (0.51%) Enterprise Software
8 1 (0.51%) Greenfield Project
8 1 (0.51%) Life Science
8 1 (0.51%) N-Tier
8 1 (0.51%) Social Media
Operating Systems
1 16 (8.16%) Unix
2 2 (1.02%) Linux
2 2 (1.02%) Windows
3 1 (0.51%) Apple iOS
Processes & Methodologies
1 92 (46.94%) Business Intelligence
2 85 (43.37%) Agile Software Development
3 69 (35.20%) Analytics
4 41 (20.92%) Data Modelling
5 36 (18.37%) Data Integration
5 36 (18.37%) ETL
6 32 (16.33%) Migration
7 31 (15.82%) Decision-Making
7 31 (15.82%) Visualisation
8 29 (14.80%) Backlog Management
8 29 (14.80%) Backlog Prioritisation
8 29 (14.80%) Scrum
8 29 (14.80%) User Stories
9 28 (14.29%) Change Management
9 28 (14.29%) Data Visualisation
9 28 (14.29%) Master Data Management
9 28 (14.29%) Requirements Gathering
10 27 (13.78%) Project Management
11 26 (13.27%) Data Analysis
11 26 (13.27%) Software Engineering
Programming Languages
1 78 (39.80%) SQL
2 31 (15.82%) Python
3 22 (11.22%) C#
4 15 (7.65%) Java
5 9 (4.59%) R
6 7 (3.57%) Scala
7 5 (2.55%) T-SQL
8 3 (1.53%) PowerShell
8 3 (1.53%) VBA
9 2 (1.02%) JavaScript
9 2 (1.02%) PHP
10 1 (0.51%) Bash Shell
10 1 (0.51%) Data Analysis Expressions (DAX)
10 1 (0.51%) Ruby
10 1 (0.51%) VB.NET
Qualifications
1 10 (5.10%) Degree
2 8 (4.08%) SC Cleared
2 8 (4.08%) Security Cleared
3 5 (2.55%) BPSS Clearance
3 5 (2.55%) PMP
3 5 (2.55%) SAS Certification
4 3 (1.53%) Computer Science Degree
5 2 (1.02%) Master's Degree
6 1 (0.51%) MCSA
6 1 (0.51%) MCSE
6 1 (0.51%) Microsoft Certification
Quality Assurance & Compliance
1 74 (37.76%) Data Quality
2 15 (7.65%) QA
3 1 (0.51%) CDISC
3 1 (0.51%) Cyber Essentials
3 1 (0.51%) GDPR
3 1 (0.51%) Good Clinical Practice
3 1 (0.51%) ISO/IEC 27001
System Software
1 6 (3.06%) Docker
2 1 (0.51%) Active Directory
Systems Management
1 4 (2.04%) Terraform
2 3 (1.53%) Kubernetes
3 2 (1.02%) Control-M
4 1 (0.51%) Microsoft Intune
Vendors
1 58 (29.59%) Microsoft
2 28 (14.29%) Informatica
3 24 (12.24%) Oracle
4 19 (9.69%) Google
5 14 (7.14%) SAP
6 13 (6.63%) IBM
7 6 (3.06%) Databricks
7 6 (3.06%) Salesforce.com
7 6 (3.06%) Teradata
8 5 (2.55%) Cloudera
8 5 (2.55%) Remedy
8 5 (2.55%) ServiceNow
8 5 (2.55%) Talend
9 4 (2.04%) Alteryx
9 4 (2.04%) Hortonworks
10 2 (1.02%) CommVault
10 2 (1.02%) DataFlux
10 2 (1.02%) Hyperion
11 1 (0.51%) Actuate
11 1 (0.51%) Netezza