Period
to 2 August 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 2 August 2021 with a comparison to the same period in the previous 2 years.

Data Management
England > London
6 months to
2 Aug 2021
Same period 2020 Same period 2019
Rank 134 191 192
Rank change year-on-year +57 +1 +15
Permanent jobs citing Data Management 1,166 517 1,074
As % of all permanent jobs advertised in London 2.58% 1.84% 1.88%
As % of the Processes & Methodologies category 2.70% 1.95% 2.01%
Number of salaries quoted 812 399 844
10th Percentile £42,500 £41,250 £37,500
25th Percentile £52,500 £48,625 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £96,563 £95,000 £86,250
90th Percentile £120,000 £115,000 £102,500
England median annual salary £60,500 £60,000 £57,500
% change year-on-year +0.83% +4.35% +4.55%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 43,107 26,447 53,559
As % of all permanent IT jobs advertised in London 95.28% 94.01% 93.60%
Number of salaries quoted 28,521 21,676 44,030
10th Percentile £42,500 £41,250 £36,250
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £68,500 £65,000
Median % change year-on-year +2.19% +5.38% +8.33%
75th Percentile £87,500 £85,000 £82,500
90th Percentile £105,000 £105,000 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Data Management
Job Vacancy Trend in London

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

Job vacancy trend for Data Management in London

Data Management
Salary Trend in London

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

Salary trend for Data Management in London

Data Management
Salary Histogram in London

Salary distribution for jobs citing Data Management in London over the 6 months to 2 August 2021.

Salary histogram for Data Management in London

Data Management
Job Locations in 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 London region over the 6 months to 2 August 2021. 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
Job
Vacancies
Central London +31 172 £63,750 -5.56% 29
West London -16 19 £65,000 +49.43% 12
East London +22 18 £70,000 +9.80% 9
South London +2 15 £60,000 +7.14% 4
Data Management
England

For the 6 months to 2 August 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 London region with a requirement for Data Management.

1 483 (41.42%) SQL
2 439 (37.65%) Finance
3 406 (34.82%) Agile Software Development
4 402 (34.48%) Python
5 371 (31.82%) AWS
6 368 (31.56%) Analytics
7 299 (25.64%) Java
8 272 (23.33%) Business Intelligence
9 263 (22.56%) Social Skills
10 251 (21.53%) Data Modelling
11 248 (21.27%) Azure
12 237 (20.33%) Software Engineering
13 228 (19.55%) Power Platform
14 213 (18.27%) Power BI
15 209 (17.92%) Data Quality
16 205 (17.58%) Project Delivery
17 202 (17.32%) Banking
18 191 (16.38%) SQL Server
19 190 (16.30%) Microservices
20 187 (16.04%) Data Science
21 186 (15.95%) Data Governance
22 178 (15.27%) ETL
23 173 (14.84%) Serverless
24 167 (14.32%) Data Warehouse
24 167 (14.32%) Web Services
25 166 (14.24%) Degree
25 166 (14.24%) Analytical Skills
26 163 (13.98%) Microsoft
26 163 (13.98%) Asset Management
26 163 (13.98%) AWS Lambda

Data Management
Co-occurring IT Skills in 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 88 (7.55%) Apache Spark
2 72 (6.17%) Apache Airflow
3 53 (4.55%) SAS
4 50 (4.29%) SharePoint
5 41 (3.52%) Apache
6 33 (2.83%) CMS
7 26 (2.23%) Confluence
7 26 (2.23%) Elasticsearch
8 19 (1.63%) Luigi
9 11 (0.94%) Apache Pig
10 9 (0.77%) Oracle Workflow
11 6 (0.51%) Moodle
11 6 (0.51%) Totara
12 5 (0.43%) Tomcat
13 3 (0.26%) Apache Solr
13 3 (0.26%) Appian
13 3 (0.26%) ArcGIS
13 3 (0.26%) JBoss
13 3 (0.26%) Oracle SOA Suite
14 2 (0.17%) Adobe Experience Manager
Applications
1 103 (8.83%) Microsoft Excel
2 50 (4.29%) Microsoft Office
3 23 (1.97%) MS Visio
4 18 (1.54%) Microsoft PowerPoint
5 13 (1.11%) Spreadsheet
6 11 (0.94%) Photoshop
7 10 (0.86%) Adobe Illustrator
7 10 (0.86%) Adobe XD
8 7 (0.60%) Microsoft Project
9 3 (0.26%) AutoCAD
10 2 (0.17%) OmniGraffle
10 2 (0.17%) S-PLUS
11 1 (0.086%) Weka
Business Applications
1 17 (1.46%) Dynamics CRM
2 14 (1.20%) Payment Gateway
2 14 (1.20%) SAP ERP
2 14 (1.20%) Shopify
3 13 (1.11%) IBM Planning Analytics
4 10 (0.86%) Hyperion Planning
5 9 (0.77%) SAP S/4HANA
6 8 (0.69%) SAP MDG
7 5 (0.43%) Dynamics AX
7 5 (0.43%) NetSuite
7 5 (0.43%) Oracle Applications
7 5 (0.43%) Oracle Clinical
7 5 (0.43%) Oracle ERP
8 4 (0.34%) Markit EDM
8 4 (0.34%) PolarLake
8 4 (0.34%) Summit
9 3 (0.26%) Sentinel
10 2 (0.17%) Oracle EBS
10 2 (0.17%) Orchestrade
10 2 (0.17%) SAP MDM
Cloud Services
1 371 (31.82%) AWS
2 248 (21.27%) Azure
3 228 (19.55%) Power Platform
4 173 (14.84%) Serverless
5 163 (13.98%) AWS Lambda
6 139 (11.92%) Amazon EC2
7 130 (11.15%) Amazon ECS
8 100 (8.58%) GCP
9 60 (5.15%) Snowflake
10 48 (4.12%) Azure Data Factory
11 42 (3.60%) SaaS
12 34 (2.92%) Collibra
12 34 (2.92%) Microsoft 365
13 30 (2.57%) PowerApps
14 28 (2.40%) Azure Synapse Analytics
15 22 (1.89%) Dynamics 365
16 21 (1.80%) Amazon Kinesis
17 20 (1.72%) GitHub
18 19 (1.63%) Azure Logic Apps
18 19 (1.63%) PaaS
Communications & Networking
1 13 (1.11%) FTP
2 11 (0.94%) IPsec
2 11 (0.94%) VPN
3 8 (0.69%) Firewall
4 4 (0.34%) Broadband
4 4 (0.34%) Unified Communications
5 3 (0.26%) Cisco IPT
5 3 (0.26%) HTTP
5 3 (0.26%) Internet
5 3 (0.26%) Network Security
6 2 (0.17%) SAN
6 2 (0.17%) Wi-Fi
7 1 (0.086%) Fibre Channel
7 1 (0.086%) iSCSI
7 1 (0.086%) Multicast
7 1 (0.086%) OpenLDAP
7 1 (0.086%) TCP/IP
7 1 (0.086%) Unicast
Database & Business Intelligence
1 213 (18.27%) Power BI
2 191 (16.38%) SQL Server
3 167 (14.32%) Data Warehouse
4 163 (13.98%) Relational Database
5 154 (13.21%) Big Data
6 144 (12.35%) Amazon Aurora
7 140 (12.01%) PostgreSQL
8 125 (10.72%) Tableau
9 115 (9.86%) MySQL
10 114 (9.78%) RDBMS
11 92 (7.89%) NoSQL
12 87 (7.46%) Hadoop
13 70 (6.00%) Amazon Athena
14 69 (5.92%) Data Lake
14 69 (5.92%) Metadata
15 60 (5.15%) SQL Server Analysis Services
16 59 (5.06%) DB2
17 55 (4.72%) SQL Server Integration Services
18 40 (3.43%) SQL Server Reporting Services
19 39 (3.34%) Amazon Redshift
Development Applications
1 82 (7.03%) Git (software)
2 61 (5.23%) JIRA
3 56 (4.80%) Jenkins
4 51 (4.37%) Eclipse
4 51 (4.37%) IntelliJ
5 50 (4.29%) Gradle
6 36 (3.09%) Bitbucket Server
7 8 (0.69%) Bitbucket
8 7 (0.60%) Atlassian Bamboo
8 7 (0.60%) ERwin
8 7 (0.60%) SQL Server Management Studio (SSMS)
9 6 (0.51%) MSBuild
10 5 (0.43%) CircleCI
10 5 (0.43%) GDB
10 5 (0.43%) Oracle Forms
10 5 (0.43%) Team Foundation Server
10 5 (0.43%) Visual Studio
11 4 (0.34%) ER Studio
11 4 (0.34%) Visual Studio Code
12 3 (0.26%) kappa
General
1 439 (37.65%) Finance
2 263 (22.56%) Social Skills
3 202 (17.32%) Banking
4 166 (14.24%) Analytical Skills
5 60 (5.15%) Pharmaceutical
6 59 (5.06%) Retail
7 42 (3.60%) Marketing
8 38 (3.26%) Organisational Skills
9 31 (2.66%) Law
10 30 (2.57%) Investment Banking
10 30 (2.57%) Presentation Skills
11 27 (2.32%) Advertising
12 26 (2.23%) Influencing Skills
13 25 (2.14%) Public Sector
14 23 (1.97%) Financial Institution
15 21 (1.80%) Front Office
16 19 (1.63%) Telecoms
17 18 (1.54%) Legal
18 14 (1.20%) Back Office
19 12 (1.03%) Publishing
Job Titles
1 237 (20.33%) Developer
2 170 (14.58%) Data Engineer
3 169 (14.49%) Analyst
4 165 (14.15%) Software Engineer
5 135 (11.58%) AWS Engineer
6 129 (11.06%) AWS Software Engineer
7 123 (10.55%) Architect
8 115 (9.86%) AWS Developer
9 110 (9.43%) Data Analyst
10 103 (8.83%) Java Developer
11 100 (8.58%) Developer/Software Engineer
12 92 (7.89%) Consultant
13 89 (7.63%) Programmer
14 88 (7.55%) Python Engineer
15 78 (6.69%) Data Architect
16 73 (6.26%) Java Engineer
16 73 (6.26%) Java Software Engineer
17 72 (6.17%) Data Manager
18 66 (5.66%) Python Software Engineer
19 62 (5.32%) Python Developer
Libraries, Frameworks & Software Standards
1 167 (14.32%) Web Services
2 142 (12.18%) Kafka
3 129 (11.06%) gRPC
4 55 (4.72%) Spring
5 43 (3.69%) React
5 43 (3.69%) Spring Boot
6 41 (3.52%) J2EE
7 35 (3.00%) REST
8 29 (2.49%) AngularJS
9 26 (2.23%) Apache Beam
9 26 (2.23%) HTML
10 24 (2.06%) Node.js
11 21 (1.80%) .NET
12 20 (1.72%) CSS
13 19 (1.63%) PySpark
14 18 (1.54%) Middleware
15 17 (1.46%) JSON
15 17 (1.46%) Play Framework
16 14 (1.20%) pytest
17 13 (1.11%) OAuth2
Miscellaneous
1 142 (12.18%) Hedge funds
2 128 (10.98%) Pricing Data
3 77 (6.60%) Management Information System
4 60 (5.15%) Derivative
5 40 (3.43%) Life Science
6 33 (2.83%) User Experience
7 32 (2.74%) Data Structures
8 25 (2.14%) Self-Motivation
9 23 (1.97%) Reference Data
10 21 (1.80%) Enterprise Software
11 20 (1.72%) Data Centre
11 20 (1.72%) Social Media
12 18 (1.54%) Virtual Team
13 16 (1.37%) Reinsurance
14 15 (1.29%) Video Conferencing
15 14 (1.20%) iPad
16 13 (1.11%) Renewable Energy
17 12 (1.03%) SCADA
18 11 (0.94%) CMDB
18 11 (0.94%) Marketing Technology
Operating Systems
1 72 (6.17%) Unix
2 68 (5.83%) Windows
3 35 (3.00%) Linux
4 3 (0.26%) Windows Server
5 2 (0.17%) CentOS
6 1 (0.086%) Alpine Linux
6 1 (0.086%) Android
6 1 (0.086%) Red Hat Enterprise Linux
6 1 (0.086%) Ubuntu
6 1 (0.086%) Windows 10
Processes & Methodologies
1 406 (34.82%) Agile Software Development
2 368 (31.56%) Analytics
3 272 (23.33%) Business Intelligence
4 251 (21.53%) Data Modelling
5 237 (20.33%) Software Engineering
6 205 (17.58%) Project Delivery
7 190 (16.30%) Microservices
8 187 (16.04%) Data Science
9 186 (15.95%) Data Governance
10 178 (15.27%) ETL
11 163 (13.98%) Asset Management
12 162 (13.89%) Visualisation
13 147 (12.61%) Data Architecture
14 146 (12.52%) Enterprise Data Management
14 146 (12.52%) Scrum
15 144 (12.35%) Problem-Solving
16 140 (12.01%) Investment Management
17 126 (10.81%) Data Engineering
18 120 (10.29%) Data Pipeline
19 119 (10.21%) Data Analysis
Programming Languages
1 483 (41.42%) SQL
2 402 (34.48%) Python
3 299 (25.64%) Java
4 59 (5.06%) JavaScript
5 48 (4.12%) R
6 34 (2.92%) C#
7 33 (2.83%) PowerShell
7 33 (2.83%) Scala
8 29 (2.49%) Bash Shell
9 21 (1.80%) VBA
10 16 (1.37%) TypeScript
11 13 (1.11%) C
11 13 (1.11%) PHP
11 13 (1.11%) VB
12 12 (1.03%) C++
13 8 (0.69%) Go
14 7 (0.60%) Data Analysis Expressions (DAX)
14 7 (0.60%) Perl
14 7 (0.60%) T-SQL
15 6 (0.51%) Shell Script
Qualifications
1 166 (14.24%) Degree
2 17 (1.46%) Numerate Degree
3 16 (1.37%) Master's Degree
4 13 (1.11%) Computer Science Degree
4 13 (1.11%) PhD
5 11 (0.94%) Security Cleared
6 9 (0.77%) SC Cleared
7 7 (0.60%) BPSS Clearance
7 7 (0.60%) Oracle Certification
8 4 (0.34%) CISM
8 4 (0.34%) SAS Certification
9 3 (0.26%) CISA
9 3 (0.26%) CISSP
9 3 (0.26%) CRISC
9 3 (0.26%) ITIL Foundation Certificate
9 3 (0.26%) MBA
9 3 (0.26%) PMI Certification
10 2 (0.17%) Cisco Certification
10 2 (0.17%) MCSA
10 2 (0.17%) Microsoft Certification
Quality Assurance & Compliance
1 209 (17.92%) Data Quality
2 145 (12.44%) QA
3 64 (5.49%) GDPR
4 27 (2.32%) EMIR
4 27 (2.32%) MiFID
5 17 (1.46%) Good Clinical Practice
6 10 (0.86%) CDISC
7 9 (0.77%) ISO/IEC 27001
8 7 (0.60%) PMO
9 5 (0.43%) Cyber Essentials
10 4 (0.34%) Accessibility
10 4 (0.34%) Sarbanes-Oxley
11 3 (0.26%) COBIT
11 3 (0.26%) Dodd-Frank
11 3 (0.26%) GRC
11 3 (0.26%) PCI DSS
12 2 (0.17%) Cyber Essentials PLUS
12 2 (0.17%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 2 (0.17%) Solvency II
13 1 (0.086%) SLA
System Software
1 56 (4.80%) Docker
2 13 (1.11%) Active Directory
3 6 (0.51%) LXC
4 5 (0.43%) HDFS
5 3 (0.26%) Hyper-V
6 2 (0.17%) Firmware
6 2 (0.17%) Platform Symphony
6 2 (0.17%) Virtual Machines
7 1 (0.086%) NFS
7 1 (0.086%) VMware Infrastructure
Systems Management
1 59 (5.06%) Kubernetes
2 27 (2.32%) Ansible
3 24 (2.06%) Terraform
4 11 (0.94%) Puppet
5 9 (0.77%) Opscode Chef
6 7 (0.60%) Grafana
7 6 (0.51%) Prometheus
8 3 (0.26%) Oozie
8 3 (0.26%) RSA Archer
9 2 (0.17%) Microsoft Intune
9 2 (0.17%) SCCM
9 2 (0.17%) Single Sign-On
9 2 (0.17%) ZABBIX
10 1 (0.086%) AirWatch
10 1 (0.086%) Failover Clustering
10 1 (0.086%) Graphite
10 1 (0.086%) Jamf Pro
10 1 (0.086%) Kibana
10 1 (0.086%) logstash
10 1 (0.086%) Packer
Vendors
1 163 (13.98%) Microsoft
2 138 (11.84%) Oracle
3 95 (8.15%) Sybase
4 52 (4.46%) Google
5 51 (4.37%) SAP
6 47 (4.03%) Informatica
7 46 (3.95%) Databricks
8 27 (2.32%) Teradata
9 24 (2.06%) Alteryx
9 24 (2.06%) IBM
10 19 (1.63%) Salesforce.com
10 19 (1.63%) ServiceNow
11 17 (1.46%) Adobe
12 16 (1.37%) Cognos
12 16 (1.37%) GoldenSource
13 15 (1.29%) PeopleSoft
14 14 (1.20%) Elastic Path
15 12 (1.03%) Atlassian
15 12 (1.03%) Hyperion
15 12 (1.03%) Talend