Hybrid/Remote Data Management Job Trends

Data Management
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Management skills. It covers permanent job vacancies from the 6 months leading up to 3 June 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 149 98 101
Rank change year-on-year -51 +3 +9
Permanent jobs citing Data Management 327 558 956
As % of all permanent jobs with remote/hybrid work options 1.70% 3.76% 2.85%
As % of the Processes & Methodologies category 2.07% 3.97% 3.17%
Number of salaries quoted 171 292 497
10th Percentile £31,650 £37,525 £36,595
25th Percentile £41,875 £53,438 £42,439
Median annual salary (50th Percentile) £54,150 £80,000 £60,000
Median % change year-on-year -32.31% +33.33% -7.69%
75th Percentile £68,250 £122,500 £80,000
90th Percentile £92,500 £152,500 £95,000
UK median annual salary £59,450 £67,500 £60,000
% change year-on-year -11.93% +12.50% -7.69%

All Process & Methodology Skills
Work from Home

Data Management falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 15,829 14,071 30,131
As % of all permanent jobs with a WFH option 82.52% 94.77% 89.76%
Number of salaries quoted 11,309 8,239 23,590
10th Percentile £35,000 £30,000 £33,750
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.69%

Data Management
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Management and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Management job vacancy trend for remote/hybrid jobs

Data Management
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Management.

Salary distribution trend for jobs with remote/hybrid work options citing Data Management

Data Management
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Management over the 6 months to 3 June 2026.

Data Management salary histogram for jobs with remote/hybrid work options

Data Management
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 9 (2.75%) SharePoint
2 5 (1.53%) Apache Airflow
3 4 (1.22%) Apache Spark
4 2 (0.61%) SAS
4 2 (0.61%) WordPress
Applications
1 49 (14.98%) Microsoft Excel
2 15 (4.59%) Microsoft Office
3 13 (3.98%) Microsoft Project
4 11 (3.36%) Microsoft PowerPoint
5 4 (1.22%) Spreadsheet
5 4 (1.22%) Windchill
6 3 (0.92%) Blender
6 3 (0.92%) Maya
6 3 (0.92%) Oracle Smart View
7 2 (0.61%) Adobe Creative Suite
8 1 (0.31%) Adobe XD
8 1 (0.31%) EngageOne
8 1 (0.31%) MS Visio
Business Applications
1 34 (10.40%) Adobe Campaign
2 13 (3.98%) Dynamics CRM
3 7 (2.14%) Dynamics NAV
3 7 (2.14%) Magento
3 7 (2.14%) Shopify
4 6 (1.83%) NetSuite
4 6 (1.83%) Oracle Assets
4 6 (1.83%) Oracle Financials
4 6 (1.83%) Oracle General Ledger
4 6 (1.83%) Oracle Payables
4 6 (1.83%) Oracle Receivables
5 3 (0.92%) Hyperion Planning
5 3 (0.92%) Oracle ERP
5 3 (0.92%) Raiser’s Edge
6 1 (0.31%) HFM
6 1 (0.31%) SAP S/4HANA
6 1 (0.31%) TIBCO iProcess
Cloud Services
1 75 (22.94%) Power Platform
2 70 (21.41%) Azure
3 44 (13.46%) AWS
4 22 (6.73%) GCP
5 21 (6.42%) Power Automate
6 16 (4.89%) Dynamics 365
7 15 (4.59%) Microsoft 365
7 15 (4.59%) Microsoft Purview
8 9 (2.75%) Azure Machine Learning
8 9 (2.75%) dbt
8 9 (2.75%) Entra ID
9 8 (2.45%) Amazon S3
10 7 (2.14%) Azure Logic Apps
10 7 (2.14%) GitHub
10 7 (2.14%) PowerApps
11 6 (1.83%) Azure DevOps
12 5 (1.53%) Snowflake
13 4 (1.22%) SaaS
14 3 (0.92%) Anthropic Claude
14 3 (0.92%) Azure Data Factory
Communications & Networking
1 36 (11.01%) Broadband
2 14 (4.28%) Cisco ASA
2 14 (4.28%) Firewall
3 10 (3.06%) LAN
3 10 (3.06%) VLAN
3 10 (3.06%) WAN
4 9 (2.75%) Cisco Firepower
4 9 (2.75%) Unified Communications
4 9 (2.75%) WebEx
5 6 (1.83%) BGP
6 1 (0.31%) Ethernet VPN
6 1 (0.31%) MPLS
6 1 (0.31%) Network Security
6 1 (0.31%) OSPF
6 1 (0.31%) PuTTY
6 1 (0.31%) Structured Cabling
Database & Business Intelligence
1 64 (19.57%) Power BI
2 21 (6.42%) Metadata
3 20 (6.12%) Tableau
4 14 (4.28%) SQL Server
5 10 (3.06%) Data Lake
5 10 (3.06%) Data Warehouse
6 7 (2.14%) BigQuery
6 7 (2.14%) Relational Database
7 5 (1.53%) PostgreSQL
8 4 (1.22%) Elasticsearch
8 4 (1.22%) SQL Server Integration Services
9 3 (0.92%) Essbase
9 3 (0.92%) GIS
9 3 (0.92%) MongoDB
9 3 (0.92%) Oracle BI Publisher
9 3 (0.92%) Power Query
10 2 (0.61%) Amazon Athena
10 2 (0.61%) Electronic Patient Records
10 2 (0.61%) Neo4j
11 1 (0.31%) Redis
Development Applications
1 8 (2.45%) JIRA
2 6 (1.83%) GitLab
2 6 (1.83%) Oracle Forms
3 4 (1.22%) Git
4 2 (0.61%) Jenkins
4 2 (0.61%) REST Assured
5 1 (0.31%) Maven
5 1 (0.31%) Mocha
5 1 (0.31%) Sonatype Nexus
5 1 (0.31%) Toad
General
1 124 (37.92%) Social Skills
2 95 (29.05%) Finance
3 94 (28.75%) Analytical Skills
4 62 (18.96%) Marketing
5 53 (16.21%) Public Sector
6 36 (11.01%) Inclusion and Diversity
7 31 (9.48%) Retail
8 29 (8.87%) Telecoms
9 23 (7.03%) Banking
10 19 (5.81%) Organisational Skills
11 10 (3.06%) Back Office
12 6 (1.83%) Billing
12 6 (1.83%) Law
13 5 (1.53%) Legal
14 4 (1.22%) Advertising
14 4 (1.22%) Environmental Health
14 4 (1.22%) General Ledger
14 4 (1.22%) Military
15 3 (0.92%) Humanities
15 3 (0.92%) Social Science
Job Titles
1 95 (29.05%) Senior
2 57 (17.43%) Analyst
3 36 (11.01%) Campaign Manager
4 35 (10.70%) Administrator
5 33 (10.09%) Data Manager
5 33 (10.09%) Senior Manager
6 31 (9.48%) Senior Analyst
7 30 (9.17%) Architect
8 29 (8.87%) Governance Manager
9 28 (8.56%) Data Governance Analyst
9 28 (8.56%) Data Governance Manager
10 26 (7.95%) Data Analyst
10 26 (7.95%) Product Manager
11 22 (6.73%) Data Architect
12 21 (6.42%) Data Engineer
13 20 (6.12%) Lead
14 17 (5.20%) Senior Data Analyst
15 16 (4.89%) Applications Support
15 16 (4.89%) Senior Campaign Manager
16 13 (3.98%) IT Manager
Libraries, Frameworks & Software Standards
1 10 (3.06%) Node.js
2 9 (2.75%) XMPP
3 8 (2.45%) REST
3 8 (2.45%) SOAP
4 7 (2.14%) EDI
4 7 (2.14%) Middleware
5 6 (1.83%) AngularJS
6 5 (1.53%) Kafka
6 5 (1.53%) OAuth
7 4 (1.22%) OpenID
8 3 (0.92%) Django
8 3 (0.92%) Express.js
8 3 (0.92%) Godot
8 3 (0.92%) PySpark
8 3 (0.92%) React
8 3 (0.92%) RESTful
8 3 (0.92%) Unity (Game Engine)
8 3 (0.92%) Unreal Engine
8 3 (0.92%) WebXR
9 2 (0.61%) Playwright
Miscellaneous
1 49 (14.98%) Product Ownership
2 41 (12.54%) Social Media
3 36 (11.01%) Management Information System
4 35 (10.70%) Marketing Technology
5 34 (10.40%) Over-the-Top Content
6 20 (6.12%) Data Structures
7 13 (3.98%) Algorithms
8 12 (3.67%) Onboarding
9 9 (2.75%) Blog
9 9 (2.75%) FlexPod
9 9 (2.75%) Hybrid Cloud
9 9 (2.75%) Public Cloud
9 9 (2.75%) Video Conferencing
10 7 (2.14%) Legacy Systems
10 7 (2.14%) Reference Data
10 7 (2.14%) Self-Motivation
11 6 (1.83%) Cloud Native
11 6 (1.83%) Data Centre
11 6 (1.83%) Replication
12 5 (1.53%) Security Posture
Operating Systems
1 12 (3.67%) Linux
2 6 (1.83%) Windows
2 6 (1.83%) Windows Server
3 1 (0.31%) Unix
Processes & Methodologies
1 118 (36.09%) Analytics
2 103 (31.50%) Decision-Making
3 86 (26.30%) Problem-Solving
4 84 (25.69%) Data Governance
5 73 (22.32%) Business Intelligence
6 69 (21.10%) Roadmaps
7 62 (18.96%) CRM
8 53 (16.21%) Continuous Improvement
9 51 (15.60%) Data Strategy
9 51 (15.60%) DevOps
10 47 (14.37%) Agile
11 45 (13.76%) Visualisation
12 44 (13.46%) Data Modelling
13 43 (13.15%) Data Analysis
14 39 (11.93%) CI/CD
14 39 (11.93%) Mentoring
15 38 (11.62%) Stakeholder Engagement
16 36 (11.01%) Data Visualisation
17 35 (10.70%) Stakeholder Management
17 35 (10.70%) User Stories
Programming Languages
1 78 (23.85%) SQL
2 66 (20.18%) Python
3 11 (3.36%) Java
4 8 (2.45%) T-SQL
4 8 (2.45%) TypeScript
5 6 (1.83%) JavaScript
5 6 (1.83%) Scala
6 4 (1.22%) PowerShell
7 3 (0.92%) Groovy
7 3 (0.92%) R
7 3 (0.92%) VBA
8 2 (0.61%) C#
8 2 (0.61%) PHP
9 1 (0.31%) Apex Code
9 1 (0.31%) VBScript
Qualifications
1 29 (8.87%) Degree
2 25 (7.65%) Security Cleared
3 19 (5.81%) SC Cleared
4 8 (2.45%) DBS Check
5 7 (2.14%) CITP
6 5 (1.53%) CISA
6 5 (1.53%) CISM
6 5 (1.53%) CISSP
6 5 (1.53%) ISACA
6 5 (1.53%) SANS
7 4 (1.22%) PMI Certification
7 4 (1.22%) PMP
8 3 (0.92%) BPSS Clearance
9 2 (0.61%) CRISC
9 2 (0.61%) ISTQB
9 2 (0.61%) ISTQB Advanced Certification
9 2 (0.61%) ISTQB Foundation Certification
9 2 (0.61%) Microsoft Certification
9 2 (0.61%) TOGAF Certification
10 1 (0.31%) Master's Degree
Quality Assurance & Compliance
1 86 (26.30%) Data Quality
2 32 (9.79%) GDPR
3 21 (6.42%) QA
4 15 (4.59%) California Consumer Privacy Act
5 9 (2.75%) Accessibility
6 7 (2.14%) Actionable Recommendations
7 5 (1.53%) GRC
7 5 (1.53%) ISO/IEC 27001
7 5 (1.53%) NIST
7 5 (1.53%) NIST 800
8 4 (1.22%) Def Stans
8 4 (1.22%) ISO 9000
8 4 (1.22%) ISO/IEC 15288
9 1 (0.31%) IFRS
9 1 (0.31%) IFRS 17
9 1 (0.31%) PMO
9 1 (0.31%) SLA
9 1 (0.31%) Solvency II
System Software
1 11 (3.36%) VMware Infrastructure
2 10 (3.06%) Docker
3 9 (2.75%) Active Directory
4 6 (1.83%) Microsoft Virtual Server
4 6 (1.83%) Virtual Servers
4 6 (1.83%) vSphere
5 5 (1.53%) VMware NSX
Systems Management
1 16 (4.89%) Terraform
2 13 (3.98%) Kubernetes
3 12 (3.67%) Ansible
4 9 (2.75%) Cisco CUCM
4 9 (2.75%) Grafana
5 5 (1.53%) Computer Emergency Response Teams
5 5 (1.53%) RSA Archer
6 1 (0.31%) Single Sign-On
Vendors
1 91 (27.83%) Microsoft
2 38 (11.62%) Adobe
3 19 (5.81%) Salesforce
4 15 (4.59%) Cisco
5 11 (3.36%) Google
5 11 (3.36%) Oracle
5 11 (3.36%) VMware
6 10 (3.06%) ServiceNow
7 9 (2.75%) Databricks
7 9 (2.75%) Fortinet
7 9 (2.75%) Palo Alto
7 9 (2.75%) Planon
7 9 (2.75%) Splunk
8 7 (2.14%) ConnectWise
8 7 (2.14%) HubSpot
8 7 (2.14%) WooCommerce
9 6 (1.83%) NetApp
9 6 (1.83%) SAP
10 5 (1.53%) CheckPoint
11 4 (1.22%) OpenAI