Hybrid/Remote Data Analytics Job Trends

Data Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 22 July 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Jul 2026
Same period 2025 Same period 2024
Rank 273 216 255
Rank change year-on-year -57 +39 -68
Permanent jobs citing Data Analytics 176 249 366
As % of all permanent jobs with remote/hybrid work options 0.81% 1.51% 1.26%
As % of the Processes & Methodologies category 0.98% 1.62% 1.42%
Number of salaries quoted 116 141 239
10th Percentile £41,875 £31,500 £36,250
25th Percentile £47,500 £42,500 £45,489
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -7.14%
75th Percentile £90,000 £88,750 £78,750
90th Percentile £102,500 £112,500 £97,695
UK median annual salary £60,000 £63,000 £62,500
% change year-on-year -4.76% +0.80% -6.72%

All Process & Methodology Skills
Work from Home

Data Analytics 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 17,944 15,366 25,740
As % of all permanent jobs with a WFH option 82.81% 93.22% 88.46%
Number of salaries quoted 13,066 9,085 19,242
10th Percentile £35,000 £29,789 £34,089
25th Percentile £44,972 £41,250 £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 £78,750 £76,250
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% -8.73%

Data Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

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

Data Analytics job vacancy trend for remote/hybrid jobs

Data Analytics
Salary Trend for Remote/Hybrid Jobs

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

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

Data Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Analytics over the 6 months to 22 July 2026.

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

Data Analytics
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 5 (2.84%) SAS
2 2 (1.14%) SharePoint
3 1 (0.57%) Microsoft Exchange
Applications
1 18 (10.23%) Microsoft Excel
2 2 (1.14%) Microsoft Office
2 2 (1.14%) SPSS
3 1 (0.57%) Microsoft Project
Business Applications
1 4 (2.27%) Dynamics CRM
2 1 (0.57%) Maximo
2 1 (0.57%) SAP PM
2 1 (0.57%) SAP S/4HANA
Cloud Services
1 58 (32.95%) Azure
2 53 (30.11%) Power Platform
3 18 (10.23%) Azure DevOps
4 15 (8.52%) GitHub
5 14 (7.95%) GitHub Copilot
6 10 (5.68%) Power Automate
7 8 (4.55%) Azure Logic Apps
7 8 (4.55%) PowerApps
8 7 (3.98%) AWS
8 7 (3.98%) Entra ID
8 7 (3.98%) Microsoft Purview
9 6 (3.41%) Azure Machine Learning
10 5 (2.84%) SaaS
10 5 (2.84%) Snowflake
11 4 (2.27%) Dynamics 365
12 3 (1.70%) Azure Data Factory
12 3 (1.70%) GCP
13 2 (1.14%) Amazon Bedrock
13 2 (1.14%) Azure Synapse Analytics
13 2 (1.14%) Veeva
Communications & Networking
1 11 (6.25%) CHAP
2 1 (0.57%) Firewall
2 1 (0.57%) GoToMeeting
2 1 (0.57%) VPN
Database & Business Intelligence
1 43 (24.43%) Power BI
2 33 (18.75%) Azure SQL Database
3 32 (18.18%) MongoDB
4 12 (6.82%) Relational Database
5 11 (6.25%) Tableau
6 5 (2.84%) Power Query
7 4 (2.27%) Data Warehouse
7 4 (2.27%) SQL Server
8 3 (1.70%) Oracle Reports
8 3 (1.70%) PowerPivot
8 3 (1.70%) SAS EBI
9 2 (1.14%) Looker
9 2 (1.14%) Metadata
10 1 (0.57%) Data Mining
10 1 (0.57%) Db2
10 1 (0.57%) NoSQL
10 1 (0.57%) SAP BW
10 1 (0.57%) SAP Data Services
10 1 (0.57%) SAP HANA
10 1 (0.57%) Semantic Layer
Development Applications
1 4 (2.27%) Browser DevTools
2 1 (0.57%) JIRA
2 1 (0.57%) MLflow
General
1 77 (43.75%) Finance
2 47 (26.70%) Analytical Skills
3 46 (26.14%) Social Skills
4 22 (12.50%) Inclusion and Diversity
5 18 (10.23%) Games
5 18 (10.23%) Marketing
6 16 (9.09%) Banking
7 14 (7.95%) Aerospace
8 12 (6.82%) Financial Institution
9 7 (3.98%) Advertising
10 5 (2.84%) French Language
10 5 (2.84%) Public Sector
11 4 (2.27%) Legal
11 4 (2.27%) Retail
12 3 (1.70%) Automotive
12 3 (1.70%) Corporate Banking
12 3 (1.70%) General Ledger
12 3 (1.70%) Investment Banking
12 3 (1.70%) Law
13 2 (1.14%) Police
Job Titles
1 43 (24.43%) Analyst
2 36 (20.45%) Developer
3 32 (18.18%) .NET Developer
3 32 (18.18%) Data Analyst
3 32 (18.18%) Senior
4 20 (11.36%) Senior Analyst
5 17 (9.66%) Senior Data Analyst
6 14 (7.95%) Architect
6 14 (7.95%) Auditor
7 10 (5.68%) Internal Auditor
7 10 (5.68%) Security Auditor
8 9 (5.11%) Audit Manager
9 8 (4.55%) Data Manager
9 8 (4.55%) IT Manager
10 7 (3.98%) Administrator
10 7 (3.98%) IT Audit Manager
10 7 (3.98%) Lead
10 7 (3.98%) Solutions Architect
10 7 (3.98%) Systems Administrator
11 6 (3.41%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 34 (19.32%) .NET
2 32 (18.18%) .NET Core
2 32 (18.18%) ASP.NET
2 32 (18.18%) ASP.NET Core
3 18 (10.23%) CSS
3 18 (10.23%) Entity Framework
3 18 (10.23%) HTML
4 14 (7.95%) AngularJS
4 14 (7.95%) SubSonic
4 14 (7.95%) Vue
5 4 (2.27%) JSON
6 1 (0.57%) .NET Framework
6 1 (0.57%) ARM Templates
6 1 (0.57%) LangChain
6 1 (0.57%) Middleware
6 1 (0.57%) PySpark
6 1 (0.57%) React
6 1 (0.57%) SAP PI
Miscellaneous
1 18 (10.23%) Greenfield Project
2 16 (9.09%) Management Information System
3 10 (5.68%) Data Structures
4 7 (3.98%) Product Ownership
5 6 (3.41%) Cyberattack
6 5 (2.84%) Blockchain
6 5 (2.84%) Onboarding
6 5 (2.84%) Virtual Team
7 4 (2.27%) Cloud Native
8 3 (1.70%) Self-Motivation
8 3 (1.70%) Social Media
9 2 (1.14%) IoT
9 2 (1.14%) Low-Code
10 1 (0.57%) AI Agents
10 1 (0.57%) Data Fabric
10 1 (0.57%) Educational Technology
10 1 (0.57%) Legacy Systems
10 1 (0.57%) Operational Technology
10 1 (0.57%) Reinsurance
10 1 (0.57%) Web Conferencing
Operating Systems
1 1 (0.57%) AIX
1 1 (0.57%) Unix
1 1 (0.57%) Windows
Processes & Methodologies
1 176 (100.00%) Analytics
2 55 (31.25%) Agile
3 49 (27.84%) Decision-Making
3 49 (27.84%) Problem-Solving
4 47 (26.70%) Data Analysis
5 41 (23.30%) AI
6 39 (22.16%) Roadmaps
7 38 (21.59%) Project Management
8 36 (20.45%) Actionable Insight
8 36 (20.45%) Full-Stack Development
9 33 (18.75%) Stakeholder Engagement
10 32 (18.18%) Business Intelligence
10 32 (18.18%) Data Management
11 31 (17.61%) Data Governance
12 30 (17.05%) DevOps
13 29 (16.48%) CI/CD
13 29 (16.48%) Risk Management
14 28 (15.91%) Continuous Improvement
14 28 (15.91%) Strategic Thinking
15 25 (14.20%) Data Transformation
Programming Languages
1 99 (56.25%) SQL
2 37 (21.02%) Python
3 34 (19.32%) C#
4 16 (9.09%) TypeScript
5 6 (3.41%) R
5 6 (3.41%) VBA
6 3 (1.70%) Data Analysis Expressions
7 1 (0.57%) ABAP
7 1 (0.57%) Ada
7 1 (0.57%) Bicep
7 1 (0.57%) C
7 1 (0.57%) C++
7 1 (0.57%) PowerShell
Qualifications
1 25 (14.20%) Degree
2 11 (6.25%) CGEIT
2 11 (6.25%) CISA
2 11 (6.25%) CISM
2 11 (6.25%) CISSP
2 11 (6.25%) FFIEC
2 11 (6.25%) SANS
3 5 (2.84%) Security Cleared
4 2 (1.14%) Azure Certification
4 2 (1.14%) Computer Science Degree
4 2 (1.14%) DBS Check
4 2 (1.14%) Master's Degree
4 2 (1.14%) SC Cleared
5 1 (0.57%) ACCA
5 1 (0.57%) CBAP
5 1 (0.57%) IIBA
5 1 (0.57%) ISACA
5 1 (0.57%) Microsoft Certification
5 1 (0.57%) Numerate Degree
5 1 (0.57%) SAP Certification
Quality Assurance & Compliance
1 19 (10.80%) Data Quality
2 17 (9.66%) GDPR
3 16 (9.09%) QA
4 12 (6.82%) NIST
5 11 (6.25%) COBIT
6 10 (5.68%) Accessibility
7 8 (4.55%) Actionable Recommendations
8 1 (0.57%) IFRS
8 1 (0.57%) IFRS 17
8 1 (0.57%) PCI DSS
8 1 (0.57%) PMO
8 1 (0.57%) WCAG
System Software
1 15 (8.52%) Docker
2 7 (3.98%) Active Directory
Systems Management
1 15 (8.52%) Kubernetes
2 1 (0.57%) Terraform
Vendors
1 62 (35.23%) Microsoft
2 9 (5.11%) Databricks
3 8 (4.55%) Salesforce
4 7 (3.98%) Oracle
4 7 (3.98%) SAP
5 4 (2.27%) Alteryx
5 4 (2.27%) Google
5 4 (2.27%) Informatica
5 4 (2.27%) OpenAI
6 3 (1.70%) HubSpot
6 3 (1.70%) Talend
7 1 (0.57%) Capita
7 1 (0.57%) Citrix
7 1 (0.57%) Civica
7 1 (0.57%) Cognizant
7 1 (0.57%) Foundry
7 1 (0.57%) Northgate
7 1 (0.57%) Orchard