Period
to

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 29 June 2022 with a comparison to the same period in the previous 2 years.

Data Management
Central London > City of London
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 68 123 158
Rank change year-on-year +55 +35 +43
Permanent jobs citing Data Management 342 130 100
As % of all permanent jobs advertised in the City of London 4.26% 2.42% 1.65%
As % of the Processes & Methodologies category 4.49% 2.54% 1.73%
Number of salaries quoted 298 105 77
10th Percentile £51,250 £42,500 £35,750
25th Percentile £57,500 £50,000 £45,000
Median annual salary (50th Percentile) £72,500 £65,000 £67,500
Median % change year-on-year +11.54% -3.70% -3.57%
75th Percentile £93,750 £77,500 £87,500
90th Percentile £102,500 £95,750 £96,000
Central London median annual salary £72,500 £60,000 £67,500
% change year-on-year +20.83% -11.11% +5.88%

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 7,619 5,122 5,768
As % of all permanent IT jobs advertised in the City of London 94.99% 95.45% 94.93%
Number of salaries quoted 5,752 4,573 5,058
10th Percentile £45,250 £43,750 £42,000
25th Percentile £56,250 £55,000 £52,500
Median annual salary (50th Percentile) £72,500 £72,500 £70,000
Median % change year-on-year - +3.57% +7.69%
75th Percentile £95,000 £90,000 £85,000
90th Percentile £110,000 £105,000 £98,750
Central London median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - +7.69%

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 29 June 2022.

Salary histogram for Data Management in the City of London

Data Management
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the City of London region over the 6 months to 29 June 2022. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Moorgate - 2 £97,500 -
London Bridge -5 1 £84,000 +5.00%
Data Management
Central London

For the 6 months to 29 June 2022, 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.

1 152 (44.44%) Finance
2 119 (34.80%) Business Intelligence
3 118 (34.50%) ETL
4 98 (28.65%) Data Quality
5 95 (27.78%) Analytics
6 92 (26.90%) Python
7 91 (26.61%) Data Modelling
8 86 (25.15%) Agile
9 84 (24.56%) SQL
10 78 (22.81%) Power Platform
11 77 (22.51%) Power BI
12 75 (21.93%) Data Warehouse
13 74 (21.64%) Social Skills
14 73 (21.35%) Project Management
15 72 (21.05%) Azure
16 71 (20.76%) Visualisation
17 68 (19.88%) Microsoft
18 66 (19.30%) Tableau
19 65 (19.01%) Data Governance
19 65 (19.01%) Business Analysis
20 62 (18.13%) Stakeholder Management
20 62 (18.13%) Microsoft Excel
20 62 (18.13%) Analytical Skills
21 60 (17.54%) Marketing
22 57 (16.67%) QA
23 53 (15.50%) Oracle
23 53 (15.50%) Snowflake
24 49 (14.33%) Data Integration
25 48 (14.04%) Data Architecture
25 48 (14.04%) Problem-Solving

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 25 (7.31%) SAS
2 9 (2.63%) Apache
3 8 (2.34%) SharePoint
4 7 (2.05%) Apache Spark
5 3 (0.88%) Appian
5 3 (0.88%) Oracle Workflow
6 2 (0.58%) Confluence
7 1 (0.29%) Apache Airflow
7 1 (0.29%) ArcGIS
7 1 (0.29%) BizTalk Server
7 1 (0.29%) Drupal
7 1 (0.29%) IIS
7 1 (0.29%) Jupyter
Applications
1 62 (18.13%) Microsoft Excel
2 23 (6.73%) Microsoft Office
3 10 (2.92%) Microsoft PowerPoint
4 7 (2.05%) Microsoft Project
5 5 (1.46%) Spreadsheet
6 2 (0.58%) MS Visio
7 1 (0.29%) Adobe XD
7 1 (0.29%) InfoPath
7 1 (0.29%) Notepad++
7 1 (0.29%) Sketch
7 1 (0.29%) SPSS
Business Applications
1 8 (2.34%) Workday HCM
2 3 (0.88%) Fidessa
2 3 (0.88%) IntelliMatch
2 3 (0.88%) Remedy ITSM
3 2 (0.58%) SAP MDM
4 1 (0.29%) Oracle BPM
4 1 (0.29%) Oracle Retail
4 1 (0.29%) SAP S/4HANA
Cloud Services
1 78 (22.81%) Power Platform
2 72 (21.05%) Azure
3 53 (15.50%) Snowflake
4 43 (12.57%) Collibra
5 37 (10.82%) AWS
6 21 (6.14%) GCP
7 12 (3.51%) Azure Synapse Analytics
8 11 (3.22%) Azure DevOps
8 11 (3.22%) SaaS
9 10 (2.92%) PaaS
10 9 (2.63%) Azure Cosmos DB
11 8 (2.34%) Amazon S3
11 8 (2.34%) Azure AKS
11 8 (2.34%) Azure Data Factory
11 8 (2.34%) Azure Storage
11 8 (2.34%) Matillion
12 7 (2.05%) Dynamics 365
13 6 (1.75%) Microsoft 365
13 6 (1.75%) Power Automate
14 5 (1.46%) Salesforce Service Cloud
Communications & Networking
1 4 (1.17%) Network Security
2 3 (0.88%) FTP
2 3 (0.88%) SMTP
3 1 (0.29%) DNS
3 1 (0.29%) Firewall
3 1 (0.29%) HTTP
3 1 (0.29%) Intranet
3 1 (0.29%) iSCSI
3 1 (0.29%) NAS
3 1 (0.29%) SAN
3 1 (0.29%) VPN
Database & Business Intelligence
1 77 (22.51%) Power BI
2 75 (21.93%) Data Warehouse
3 66 (19.30%) Tableau
4 45 (13.16%) SQL Server
5 42 (12.28%) Data Lake
6 37 (10.82%) Big Data
7 26 (7.60%) Relational Database
8 21 (6.14%) QlikView
9 20 (5.85%) Metadata
9 20 (5.85%) NoSQL
9 20 (5.85%) Qlik Sense
10 13 (3.80%) SQL Server Integration Services
11 10 (2.92%) Hadoop
12 9 (2.63%) OLAP
13 8 (2.34%) Delta Lake
13 8 (2.34%) OLTP
14 6 (1.75%) Azure SQL Data Warehouse
14 6 (1.75%) Data Mining
15 5 (1.46%) DataStage
15 5 (1.46%) SQL Server Reporting Services
Development Applications
1 7 (2.05%) JIRA
2 3 (0.88%) Git (software)
2 3 (0.88%) Jenkins
3 2 (0.58%) Bitbucket
3 2 (0.58%) SonarQube
3 2 (0.58%) Sonatype Nexus
3 2 (0.58%) TeamCity
4 1 (0.29%) ERwin
4 1 (0.29%) kappa
4 1 (0.29%) Postman
4 1 (0.29%) PowerDesigner
General
1 152 (44.44%) Finance
2 74 (21.64%) Social Skills
3 62 (18.13%) Analytical Skills
4 60 (17.54%) Marketing
5 47 (13.74%) Advertising
6 29 (8.48%) Banking
7 23 (6.73%) Retail
8 18 (5.26%) Influencing Skills
9 13 (3.80%) Legal
10 9 (2.63%) French Language
10 9 (2.63%) Pharmaceutical
11 8 (2.34%) Law
12 5 (1.46%) Inclusion and Diversity
12 5 (1.46%) Presentation Skills
13 3 (0.88%) Aerospace
13 3 (0.88%) Aviation
13 3 (0.88%) Front Office
13 3 (0.88%) Italian Language
14 2 (0.58%) Electronics
14 2 (0.58%) Public Sector
Job Titles
1 90 (26.32%) Analyst
2 51 (14.91%) Data Manager
3 38 (11.11%) Business Analyst
4 34 (9.94%) Architect
5 30 (8.77%) Data Analyst
6 29 (8.48%) Consultant
7 28 (8.19%) Engagement Manager
8 26 (7.60%) Data Architect
9 23 (6.73%) HR Analyst
10 21 (6.14%) Report Manager
11 20 (5.85%) Data Engineer
11 20 (5.85%) Systems Analyst
12 19 (5.56%) Data Business Analyst
13 18 (5.26%) Development Manager
14 15 (4.39%) Project Manager
14 15 (4.39%) Workday Analyst
15 14 (4.09%) Data Consultant
16 12 (3.51%) Business Systems Analyst
16 12 (3.51%) HR Business Analyst
17 10 (2.92%) Developer
Libraries, Frameworks & Software Standards
1 14 (4.09%) .NET
2 3 (0.88%) Apache Beam
2 3 (0.88%) Kafka
2 3 (0.88%) Middleware
3 2 (0.58%) JSON
3 2 (0.58%) Velocity
3 2 (0.58%) XML
4 1 (0.29%) Apache NiFi
4 1 (0.29%) CSS
4 1 (0.29%) HTML
4 1 (0.29%) JMS
4 1 (0.29%) Oracle Fusion
4 1 (0.29%) Oracle GoldenGate
4 1 (0.29%) REST
4 1 (0.29%) Samza
4 1 (0.29%) SOAP
4 1 (0.29%) Spark Streaming
Miscellaneous
1 18 (5.26%) Enterprise Software
1 18 (5.26%) Marketing Technology
2 17 (4.97%) Reference Data
3 14 (4.09%) Data Structures
4 13 (3.80%) Analytical Mindset
4 13 (3.80%) Management Information System
5 9 (2.63%) Life Science
6 6 (1.75%) Hybrid Cloud
6 6 (1.75%) User Experience
7 5 (1.46%) NHS
7 5 (1.46%) Private Cloud
7 5 (1.46%) Virtual Team
8 4 (1.17%) Reinsurance
9 3 (0.88%) Algorithms
9 3 (0.88%) DTCC
9 3 (0.88%) Greenfield Project
10 2 (0.58%) Data Centre
10 2 (0.58%) Fixed Income
10 2 (0.58%) Social Media
11 1 (0.29%) Digital Media
Operating Systems
1 6 (1.75%) Linux
1 6 (1.75%) Unix
2 3 (0.88%) Windows
3 1 (0.29%) Windows Server
3 1 (0.29%) Windows Server 2016
3 1 (0.29%) Windows Server 2019
Processes & Methodologies
1 119 (34.80%) Business Intelligence
2 118 (34.50%) ETL
3 95 (27.78%) Analytics
4 91 (26.61%) Data Modelling
5 86 (25.15%) Agile
6 73 (21.35%) Project Management
7 71 (20.76%) Visualisation
8 65 (19.01%) Business Analysis
8 65 (19.01%) Data Governance
9 62 (18.13%) Stakeholder Management
10 49 (14.33%) Data Integration
11 48 (14.04%) Data Architecture
11 48 (14.04%) Problem-Solving
12 45 (13.16%) Data Engineering
13 43 (12.57%) Ad Operations
14 42 (12.28%) Master Data Management
15 40 (11.70%) Backlog Management
16 39 (11.40%) Migration
17 38 (11.11%) Data Analysis
18 34 (9.94%) Data Science
Programming Languages
1 92 (26.90%) Python
2 84 (24.56%) SQL
3 18 (5.26%) Java
4 15 (4.39%) PowerShell
5 14 (4.09%) C#
6 9 (2.63%) Scala
6 9 (2.63%) T-SQL
7 8 (2.34%) R
8 5 (1.46%) JavaScript
9 2 (0.58%) C++
9 2 (0.58%) VBA
10 1 (0.29%) C
10 1 (0.29%) Data Analysis Expressions (DAX)
Qualifications
1 19 (5.56%) Degree
2 5 (1.46%) DBS Check
3 4 (1.17%) Master's Degree
4 3 (0.88%) PhD
4 3 (0.88%) PMP
4 3 (0.88%) TOGAF Certification
5 2 (0.58%) CISM
5 2 (0.58%) CISSP
5 2 (0.58%) Computer Science Degree
6 1 (0.29%) Microsoft Certification
6 1 (0.29%) SC Cleared
6 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 98 (28.65%) Data Quality
2 57 (16.67%) QA
3 6 (1.75%) CDISC
3 6 (1.75%) GDPR
4 5 (1.46%) PMO
5 3 (0.88%) Good Clinical Practice
5 3 (0.88%) ISO/IEC 27001
6 1 (0.29%) MiFID
6 1 (0.29%) Solvency II
System Software
1 10 (2.92%) Docker
2 3 (0.88%) Active Directory
3 1 (0.29%) VMware Infrastructure
3 1 (0.29%) vSphere
Systems Management
1 9 (2.63%) Terraform
2 4 (1.17%) Single Sign-On
3 2 (0.58%) Ansible
3 2 (0.58%) Kubernetes
4 1 (0.29%) Puppet
4 1 (0.29%) SCCM
4 1 (0.29%) WSUS
Vendors
1 68 (19.88%) Microsoft
2 53 (15.50%) Oracle
3 45 (13.16%) Informatica
4 31 (9.06%) Workday
5 24 (7.02%) IBM
6 21 (6.14%) SAP
7 18 (5.26%) Google
8 14 (4.09%) Alteryx
9 8 (2.34%) Salesforce.com
10 7 (2.05%) Talend
11 6 (1.75%) Cloudera
11 6 (1.75%) Databricks
12 5 (1.46%) Remedy
12 5 (1.46%) ServiceNow
13 4 (1.17%) Cognizant
13 4 (1.17%) Cognos
13 4 (1.17%) Hortonworks
13 4 (1.17%) MuleSoft
13 4 (1.17%) Trillium
14 3 (0.88%) Murex