Period
to

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

Data Management
England > London
6 months to
27 Jun 2022
Same period 2021 Same period 2020
Rank 149 147 203
Rank change year-on-year -2 +56 -1
Permanent jobs citing Data Management 2,059 974 580
As % of all permanent jobs advertised in London 2.74% 2.39% 1.76%
As % of the Processes & Methodologies category 2.83% 2.51% 1.86%
Number of salaries quoted 940 666 450
10th Percentile £47,225 £42,500 £41,250
25th Percentile £55,000 £52,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - +12.00%
75th Percentile £88,750 £92,500 £95,000
90th Percentile £107,500 £116,250 £120,000
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +4.35%

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 72,706 38,878 31,152
As % of all permanent IT jobs advertised in London 96.59% 95.22% 94.29%
Number of salaries quoted 34,840 26,681 25,456
10th Percentile £42,500 £42,500 £40,000
25th Percentile £53,750 £52,500 £51,250
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £92,250 £87,500 £85,000
90th Percentile £110,000 £105,000 £102,500
England median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% +4.76%

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 27 June 2022.

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 27 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
Central London +59 355 £72,500 +20.83% 43
West London +9 75 £47,500 -32.14% 13
South London -30 28 £46,750 -28.08% 6
East London -48 18 £39,500 -45.52% 10
North London - 4 - - 1
Data Management
England

For the 6 months to 27 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 London region with a requirement for Data Management.

1 723 (35.11%) Analytics
2 711 (34.53%) SQL
3 681 (33.07%) Finance
4 676 (32.83%) Social Skills
5 674 (32.73%) Agile
6 660 (32.05%) Python
7 552 (26.81%) Data Modelling
8 503 (24.43%) Data Quality
9 491 (23.85%) Business Intelligence
10 485 (23.56%) Degree
11 481 (23.36%) Azure
12 472 (22.92%) AWS
13 441 (21.42%) Data Governance
14 434 (21.08%) Data Science
15 424 (20.59%) Data Warehouse
16 403 (19.57%) Analytical Skills
17 390 (18.94%) ETL
18 378 (18.36%) Data Architecture
19 351 (17.05%) Visualisation
20 344 (16.71%) Big Data
21 327 (15.88%) Data Strategy
22 312 (15.15%) Project Management
23 311 (15.10%) Problem-Solving
24 309 (15.01%) GCP
25 303 (14.72%) Data Analysis
26 286 (13.89%) Stakeholder Management
27 278 (13.50%) Power Platform
28 272 (13.21%) Power BI
29 271 (13.16%) Data Engineering
30 254 (12.34%) Marketing

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
1 240 (11.66%) Apache Spark
2 92 (4.47%) SAS
3 69 (3.35%) Apache Airflow
4 56 (2.72%) Confluence
5 54 (2.62%) SharePoint
6 50 (2.43%) Apache
7 39 (1.89%) OpenStack
8 32 (1.55%) Oracle Workflow
9 27 (1.31%) CMS
10 11 (0.53%) IIS
11 10 (0.49%) ArcGIS
12 8 (0.39%) Apache Pig
12 8 (0.39%) Oracle SOA Suite
13 5 (0.24%) Luigi
14 3 (0.15%) Appian
14 3 (0.15%) Jupyter
14 3 (0.15%) MS Exchange
15 2 (0.097%) R Markdown
16 1 (0.049%) BizTalk Server
16 1 (0.049%) Ethereum
Applications
1 186 (9.03%) Microsoft Excel
2 70 (3.40%) Microsoft Office
3 57 (2.77%) Microsoft PowerPoint
4 34 (1.65%) Spreadsheet
5 27 (1.31%) MS Visio
6 12 (0.58%) Adobe Creative Suite
6 12 (0.58%) Microsoft Project
7 5 (0.24%) Adobe Captivate
7 5 (0.24%) Adobe Premiere
8 4 (0.19%) AutoCAD
8 4 (0.19%) SPSS
9 2 (0.097%) MicroStation
9 2 (0.097%) Photoshop
10 1 (0.049%) Adobe XD
10 1 (0.049%) EViews
10 1 (0.049%) InfoPath
10 1 (0.049%) Notepad++
10 1 (0.049%) Sketch
Business Applications
1 20 (0.97%) Dynamics CRM
2 14 (0.68%) Shopify
3 9 (0.44%) Payment Gateway
3 9 (0.44%) Workday HCM
4 8 (0.39%) Dynamics AX
4 8 (0.39%) SAP S/4HANA
5 7 (0.34%) Oracle ERP
6 5 (0.24%) Markit EDM
6 5 (0.24%) OpenText VIM for SAP
6 5 (0.24%) SAP MDM
7 4 (0.19%) Adobe Campaign
7 4 (0.19%) BambooHR
8 3 (0.15%) Fidessa
8 3 (0.15%) IntelliMatch
8 3 (0.15%) NetSuite
8 3 (0.15%) Remedy ITSM
8 3 (0.15%) SAP MDG
9 2 (0.097%) Hyperion Planning
9 2 (0.097%) Oracle Financials
9 2 (0.097%) thinkFolio
Cloud Services
1 481 (23.36%) Azure
2 472 (22.92%) AWS
3 309 (15.01%) GCP
4 278 (13.50%) Power Platform
5 162 (7.87%) Snowflake
6 121 (5.88%) SaaS
7 73 (3.55%) Collibra
8 66 (3.21%) Azure DevOps
9 65 (3.16%) Fivetran
10 57 (2.77%) dbt
10 57 (2.77%) Serverless
11 53 (2.57%) Microsoft 365
12 52 (2.53%) Cloud Computing
13 46 (2.23%) Amazon S3
14 40 (1.94%) Azure Data Factory
15 37 (1.80%) Slack
16 36 (1.75%) PaaS
17 33 (1.60%) Azure Synapse Analytics
18 32 (1.55%) Amazon ECS
19 29 (1.41%) AWS Lambda
Communications & Networking
1 17 (0.83%) Firewall
2 15 (0.73%) Network Security
3 14 (0.68%) Broadband
3 14 (0.68%) Unified Communications
4 10 (0.49%) SMS
5 9 (0.44%) DNS
5 9 (0.44%) VPN
6 8 (0.39%) SAN
7 7 (0.34%) FTP
7 7 (0.34%) LAN
7 7 (0.34%) WAN
7 7 (0.34%) Wi-Fi
8 5 (0.24%) iSCSI
8 5 (0.24%) NAS
8 5 (0.24%) Skype
8 5 (0.24%) TCP/IP
9 4 (0.19%) Intranet
9 4 (0.19%) SMTP
10 3 (0.15%) CTI
11 2 (0.097%) Kerberos
Database & Business Intelligence
1 424 (20.59%) Data Warehouse
2 344 (16.71%) Big Data
3 272 (13.21%) Power BI
4 231 (11.22%) SQL Server
5 201 (9.76%) NoSQL
6 200 (9.71%) Data Lake
7 194 (9.42%) Tableau
8 171 (8.31%) Metadata
9 162 (7.87%) Relational Database
10 147 (7.14%) Hadoop
11 106 (5.15%) BigQuery
12 100 (4.86%) PostgreSQL
13 92 (4.47%) Amazon Redshift
14 81 (3.93%) SQL Server Integration Services
15 77 (3.74%) Apache Hive
16 72 (3.50%) Data Mining
17 70 (3.40%) MySQL
18 58 (2.82%) RDBMS
19 57 (2.77%) MongoDB
20 56 (2.72%) Qlik Sense
Development Applications
1 105 (5.10%) JIRA
2 62 (3.01%) Git (software)
3 60 (2.91%) Jenkins
4 29 (1.41%) Gradle
5 28 (1.36%) Eclipse
5 28 (1.36%) IntelliJ
6 21 (1.02%) Bitbucket Server
7 16 (0.78%) Selenium
8 15 (0.73%) HP UFT
9 14 (0.68%) Visual Studio
10 11 (0.53%) CircleCI
11 10 (0.49%) SQL Server Management Studio (SSMS)
12 8 (0.39%) ERwin
13 6 (0.29%) Cypress.io
14 5 (0.24%) Bazaar
14 5 (0.24%) fastlane
14 5 (0.24%) GitLab
14 5 (0.24%) IBM UrbanCode
14 5 (0.24%) Subversion
15 4 (0.19%) SonarQube
General
1 681 (33.07%) Finance
2 676 (32.83%) Social Skills
3 403 (19.57%) Analytical Skills
4 254 (12.34%) Marketing
5 185 (8.98%) Banking
6 145 (7.04%) Advertising
7 141 (6.85%) Inclusion and Diversity
8 124 (6.02%) Retail
9 114 (5.54%) Legal
10 91 (4.42%) Presentation Skills
11 88 (4.27%) Law
12 87 (4.23%) Pharmaceutical
13 83 (4.03%) Influencing Skills
14 66 (3.21%) Games
15 40 (1.94%) Financial Institution
15 40 (1.94%) Organisational Skills
15 40 (1.94%) Telecoms
16 30 (1.46%) Investment Banking
17 27 (1.31%) Front Office
18 22 (1.07%) Public Sector
Job Titles
1 329 (15.98%) Architect
2 328 (15.93%) Analyst
3 258 (12.53%) Data Engineer
4 192 (9.32%) Data Architect
5 174 (8.45%) Data Manager
6 143 (6.95%) Developer
7 127 (6.17%) Data Analyst
8 116 (5.63%) Consultant
9 85 (4.13%) Senior Analyst
10 74 (3.59%) Business Analyst
11 64 (3.11%) Data Consultant
12 55 (2.67%) Software Engineer
13 51 (2.48%) Senior Manager
14 48 (2.33%) Senior Data Engineer
15 42 (2.04%) Digital Architect
16 40 (1.94%) Project Manager
17 39 (1.89%) Data Scientist
17 39 (1.89%) IT Architect
17 39 (1.89%) Java Developer
17 39 (1.89%) Solutions Architect
Libraries, Frameworks & Software Standards
1 115 (5.59%) Kafka
2 82 (3.98%) REST
3 54 (2.62%) .NET
4 52 (2.53%) Apache Beam
5 51 (2.48%) HTML
6 44 (2.14%) React
7 36 (1.75%) GraphQL
7 36 (1.75%) Web Services
7 36 (1.75%) XML
8 35 (1.70%) Spring
8 35 (1.70%) Spring Boot
9 34 (1.65%) AngularJS
10 32 (1.55%) PySpark
11 29 (1.41%) JSON
11 29 (1.41%) Node.js
12 28 (1.36%) CSS
13 23 (1.12%) OLE
14 19 (0.92%) Pandas
15 18 (0.87%) gRPC
15 18 (0.87%) NumPy
Miscellaneous
1 142 (6.90%) Management Information System
2 95 (4.61%) Virtual Team
3 77 (3.74%) Enterprise Software
4 72 (3.50%) Data Structures
5 71 (3.45%) Algorithms
6 56 (2.72%) Reference Data
7 41 (1.99%) Life Science
8 40 (1.94%) Cloud Native
9 38 (1.85%) Marketing Technology
10 34 (1.65%) Derivative
11 33 (1.60%) Self-Motivation
11 33 (1.60%) User Experience
11 33 (1.60%) Video Conferencing
12 32 (1.55%) Digital Media
13 30 (1.46%) Biotechnology
14 28 (1.36%) Social Media
15 27 (1.31%) Hybrid Cloud
16 26 (1.26%) Taxonomies
17 25 (1.21%) Greenfield Project
18 22 (1.07%) Replication
Operating Systems
1 62 (3.01%) Windows
2 52 (2.53%) Unix
3 47 (2.28%) Linux
4 18 (0.87%) Windows Server
5 8 (0.39%) Apple iOS
6 5 (0.24%) Android
6 5 (0.24%) Windows 10
6 5 (0.24%) Windows Server 2016
6 5 (0.24%) Windows Server 2019
7 3 (0.15%) CentOS
7 3 (0.15%) Red Hat Enterprise Linux
7 3 (0.15%) Ubuntu
8 2 (0.097%) Mac OS
Processes & Methodologies
1 723 (35.11%) Analytics
2 674 (32.73%) Agile
3 552 (26.81%) Data Modelling
4 491 (23.85%) Business Intelligence
5 441 (21.42%) Data Governance
6 434 (21.08%) Data Science
7 390 (18.94%) ETL
8 378 (18.36%) Data Architecture
9 351 (17.05%) Visualisation
10 327 (15.88%) Data Strategy
11 312 (15.15%) Project Management
12 311 (15.10%) Problem-Solving
13 303 (14.72%) Data Analysis
14 286 (13.89%) Stakeholder Management
15 271 (13.16%) Data Engineering
16 249 (12.09%) DevOps
17 247 (12.00%) Data Pipeline
18 238 (11.56%) Mentoring
19 237 (11.51%) Machine Learning
20 226 (10.98%) Data Analytics
Programming Languages
1 711 (34.53%) SQL
2 660 (32.05%) Python
3 207 (10.05%) Java
4 160 (7.77%) R
5 73 (3.55%) C#
6 72 (3.50%) JavaScript
7 55 (2.67%) PowerShell
8 52 (2.53%) T-SQL
9 42 (2.04%) Bash
9 42 (2.04%) C
10 36 (1.75%) TypeScript
11 34 (1.65%) VBA
12 25 (1.21%) Scala
13 24 (1.17%) C++
14 22 (1.07%) Go
15 19 (0.92%) VB
16 18 (0.87%) Kotlin
17 12 (0.58%) PHP
18 9 (0.44%) Rust
19 7 (0.34%) Elm
Qualifications
1 485 (23.56%) Degree
2 93 (4.52%) Computer Science Degree
3 51 (2.48%) Master's Degree
4 42 (2.04%) TOGAF Certification
5 37 (1.80%) PhD
6 36 (1.75%) PMI Certification
7 28 (1.36%) PMP
8 12 (0.58%) CISM
9 11 (0.53%) DBS Check
9 11 (0.53%) Security Cleared
10 9 (0.44%) CISSP
11 8 (0.39%) Microsoft Certification
12 7 (0.34%) ISEB
13 6 (0.29%) PRINCE2 Certification
14 5 (0.24%) CISA
14 5 (0.24%) MBA
14 5 (0.24%) Postgraduate
14 5 (0.24%) SC Cleared
15 4 (0.19%) GCFA
15 4 (0.19%) GCIH
Quality Assurance & Compliance
1 503 (24.43%) Data Quality
2 164 (7.97%) QA
3 113 (5.49%) GDPR
4 60 (2.91%) ISO/IEC 27001
5 30 (1.46%) MiFID
6 29 (1.41%) CDISC
6 29 (1.41%) Good Clinical Practice
7 22 (1.07%) Actionable Recommendations
8 21 (1.02%) EMIR
9 19 (0.92%) IFRS
9 19 (0.92%) IFRS 9
10 14 (0.68%) Sarbanes-Oxley
11 12 (0.58%) GMP
12 11 (0.53%) 21 CFR Part 11
12 11 (0.53%) NIST
12 11 (0.53%) PMO
13 10 (0.49%) GRC
14 7 (0.34%) Cyber Essentials
15 6 (0.29%) GxP
16 5 (0.24%) Accessibility
System Software
1 114 (5.54%) Docker
2 45 (2.19%) Active Directory
3 8 (0.39%) VMware Infrastructure
4 5 (0.24%) vSphere
5 4 (0.19%) Hyper-V
5 4 (0.19%) NFS
6 3 (0.15%) Apache Flume
6 3 (0.15%) Citrix Hypervisor
7 1 (0.049%) HDFS
7 1 (0.049%) Virtual Desktop
Systems Management
1 126 (6.12%) Kubernetes
2 41 (1.99%) Terraform
3 20 (0.97%) Ansible
4 13 (0.63%) Grafana
5 12 (0.58%) Prometheus
6 7 (0.34%) Argo
7 5 (0.24%) Istio
7 5 (0.24%) WSUS
8 4 (0.19%) Bugsnag
8 4 (0.19%) Opscode Chef
8 4 (0.19%) RSA Archer
8 4 (0.19%) SCCM
8 4 (0.19%) Single Sign-On
9 3 (0.15%) Jamf Pro
9 3 (0.15%) Oozie
9 3 (0.15%) Puppet
10 1 (0.049%) AirWatch
10 1 (0.049%) Check_MK
10 1 (0.049%) Failover Clustering
10 1 (0.049%) Microsoft Intune
Vendors
1 254 (12.34%) Microsoft
2 226 (10.98%) Oracle
3 219 (10.64%) Google
4 115 (5.59%) Informatica
5 107 (5.20%) SAP
6 90 (4.37%) Salesforce.com
7 72 (3.50%) Databricks
8 66 (3.21%) Alteryx
9 56 (2.72%) Talend
10 53 (2.57%) IBM
11 47 (2.28%) Teradata
12 40 (1.94%) Cloudera
13 38 (1.85%) Splunk
13 38 (1.85%) Workday
14 31 (1.51%) Bloomberg
15 30 (1.46%) Adobe
16 28 (1.36%) Sybase
17 22 (1.07%) CrowdStrike
17 22 (1.07%) Sage
18 21 (1.02%) MuleSoft