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 29 July 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 274 209 252
Rank change year-on-year -65 +43 -59
Permanent jobs citing Data Analytics 183 244 325
As % of all permanent jobs with remote/hybrid work options 0.84% 1.48% 1.22%
As % of the Processes & Methodologies category 1.01% 1.59% 1.38%
Number of salaries quoted 119 139 206
10th Percentile £41,250 £31,300 £39,750
25th Percentile £46,750 £43,750 £47,926
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -7.14%
75th Percentile £90,000 £83,750 £78,750
90th Percentile £105,000 £112,500 £97,500
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 18,155 15,315 23,472
As % of all permanent jobs with a WFH option 82.94% 93.04% 88.02%
Number of salaries quoted 13,190 9,035 17,224
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £41,000 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,965
Median % change year-on-year - +3.51% -7.26%
75th Percentile £80,000 £78,750 £77,500
90th Percentile £100,000 £101,250 £96,250
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.33%

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 29 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 (2.73%) SAS
2 2 (1.09%) SharePoint
3 1 (0.55%) Apache
3 1 (0.55%) Apache Spark
3 1 (0.55%) Confluence
3 1 (0.55%) Microsoft Exchange
Applications
1 19 (10.38%) Microsoft Excel
2 2 (1.09%) Microsoft Office
2 2 (1.09%) SPSS
3 1 (0.55%) Microsoft Project
3 1 (0.55%) MS Visio
Business Applications
1 5 (2.73%) Dynamics CRM
2 1 (0.55%) Maximo
2 1 (0.55%) SAP PM
2 1 (0.55%) SAP S/4HANA
Cloud Services
1 62 (33.88%) Azure
2 55 (30.05%) Power Platform
3 18 (9.84%) Azure DevOps
4 16 (8.74%) GitHub
5 14 (7.65%) GitHub Copilot
6 11 (6.01%) AWS
7 10 (5.46%) Power Automate
8 8 (4.37%) Azure Logic Apps
8 8 (4.37%) PowerApps
9 7 (3.83%) Entra ID
9 7 (3.83%) Microsoft Purview
10 6 (3.28%) Azure Machine Learning
10 6 (3.28%) GCP
10 6 (3.28%) SaaS
11 5 (2.73%) Snowflake
12 4 (2.19%) Dynamics 365
13 3 (1.64%) Azure Data Factory
13 3 (1.64%) Azure Synapse Analytics
14 2 (1.09%) Alation
14 2 (1.09%) dbt
Communications & Networking
1 10 (5.46%) CHAP
2 1 (0.55%) Firewall
2 1 (0.55%) GoToMeeting
2 1 (0.55%) VPN
Database & Business Intelligence
1 45 (24.59%) Power BI
2 33 (18.03%) Azure SQL Database
3 32 (17.49%) MongoDB
4 15 (8.20%) Tableau
5 12 (6.56%) Relational Database
6 7 (3.83%) Power Query
7 5 (2.73%) Data Warehouse
8 4 (2.19%) Metadata
8 4 (2.19%) SQL Server
9 3 (1.64%) Looker
9 3 (1.64%) Oracle Reports
9 3 (1.64%) PowerPivot
9 3 (1.64%) SAS EBI
10 2 (1.09%) Data Lake
10 2 (1.09%) Semantic Layer
11 1 (0.55%) Db2
11 1 (0.55%) Enterprise Data Warehouse
11 1 (0.55%) NoSQL
11 1 (0.55%) SAP Data Services
11 1 (0.55%) SAP HANA
Development Applications
1 4 (2.19%) Browser DevTools
2 2 (1.09%) Git
2 2 (1.09%) JIRA
3 1 (0.55%) Balsamiq
3 1 (0.55%) MLflow
General
1 78 (42.62%) Finance
2 52 (28.42%) Analytical Skills
3 49 (26.78%) Social Skills
4 24 (13.11%) Inclusion and Diversity
5 19 (10.38%) Marketing
6 18 (9.84%) Games
7 15 (8.20%) Banking
8 14 (7.65%) Aerospace
9 11 (6.01%) Financial Institution
10 8 (4.37%) Public Sector
11 6 (3.28%) Advertising
11 6 (3.28%) Legal
12 5 (2.73%) French Language
13 3 (1.64%) Automotive
13 3 (1.64%) Corporate Banking
13 3 (1.64%) Investment Banking
13 3 (1.64%) Presentation Skills
13 3 (1.64%) Retail
14 2 (1.09%) Law
14 2 (1.09%) Police
Job Titles
1 47 (25.68%) Analyst
2 36 (19.67%) Data Analyst
2 36 (19.67%) Developer
3 34 (18.58%) Senior
4 32 (17.49%) .NET Developer
5 21 (11.48%) Senior Analyst
6 17 (9.29%) Senior Data Analyst
7 16 (8.74%) Architect
8 13 (7.10%) Auditor
9 9 (4.92%) Audit Manager
9 9 (4.92%) Internal Auditor
9 9 (4.92%) Security Auditor
10 8 (4.37%) IT Manager
10 8 (4.37%) Lead
11 7 (3.83%) Administrator
11 7 (3.83%) Data Architect
11 7 (3.83%) Data Manager
11 7 (3.83%) IT Audit Manager
11 7 (3.83%) Solutions Architect
11 7 (3.83%) Systems Administrator
Libraries, Frameworks & Software Standards
1 34 (18.58%) .NET
2 32 (17.49%) .NET Core
2 32 (17.49%) ASP.NET
2 32 (17.49%) ASP.NET Core
3 18 (9.84%) CSS
3 18 (9.84%) Entity Framework
3 18 (9.84%) HTML
4 14 (7.65%) AngularJS
4 14 (7.65%) SubSonic
4 14 (7.65%) Vue
5 5 (2.73%) JSON
6 1 (0.55%) .NET Framework
6 1 (0.55%) ARM Templates
6 1 (0.55%) LangChain
6 1 (0.55%) Middleware
6 1 (0.55%) PySpark
6 1 (0.55%) React
6 1 (0.55%) SAP PI
Miscellaneous
1 18 (9.84%) Greenfield Project
2 14 (7.65%) Management Information System
3 10 (5.46%) Data Structures
4 7 (3.83%) Product Ownership
5 6 (3.28%) Cyberattack
6 5 (2.73%) Cloud Native
6 5 (2.73%) Onboarding
6 5 (2.73%) Virtual Team
7 4 (2.19%) Blockchain
7 4 (2.19%) Self-Motivation
8 3 (1.64%) Social Media
9 2 (1.09%) Educational Technology
9 2 (1.09%) IoT
9 2 (1.09%) Legacy Systems
9 2 (1.09%) Low-Code
10 1 (0.55%) AI Agents
10 1 (0.55%) Data Fabric
10 1 (0.55%) Operational Technology
10 1 (0.55%) Public Cloud
10 1 (0.55%) Web Conferencing
Operating Systems
1 1 (0.55%) AIX
1 1 (0.55%) Unix
1 1 (0.55%) Windows
Processes & Methodologies
1 183 (100.00%) Analytics
2 56 (30.60%) Agile
3 51 (27.87%) Decision-Making
3 51 (27.87%) Problem-Solving
4 46 (25.14%) Data Analysis
5 42 (22.95%) AI
6 40 (21.86%) Roadmaps
7 37 (20.22%) Actionable Insight
8 36 (19.67%) Full-Stack Development
8 36 (19.67%) Project Management
9 35 (19.13%) Business Intelligence
10 33 (18.03%) Data Governance
10 33 (18.03%) DevOps
10 33 (18.03%) Stakeholder Engagement
11 30 (16.39%) CI/CD
11 30 (16.39%) Data Management
12 28 (15.30%) Continuous Improvement
12 28 (15.30%) Risk Management
12 28 (15.30%) Strategic Thinking
13 26 (14.21%) Data Transformation
Programming Languages
1 103 (56.28%) SQL
2 39 (21.31%) Python
3 34 (18.58%) C#
4 16 (8.74%) TypeScript
5 7 (3.83%) R
6 6 (3.28%) VBA
7 4 (2.19%) Data Analysis Expressions
8 1 (0.55%) ABAP
8 1 (0.55%) Ada
8 1 (0.55%) Bicep
8 1 (0.55%) C
8 1 (0.55%) C++
8 1 (0.55%) PowerShell
Qualifications
1 26 (14.21%) Degree
2 10 (5.46%) CGEIT
2 10 (5.46%) CISA
2 10 (5.46%) CISM
2 10 (5.46%) CISSP
2 10 (5.46%) FFIEC
2 10 (5.46%) SANS
3 7 (3.83%) Security Cleared
4 5 (2.73%) SC Cleared
5 2 (1.09%) Azure Certification
5 2 (1.09%) Computer Science Degree
5 2 (1.09%) DBS Check
5 2 (1.09%) Master's Degree
6 1 (0.55%) BPSS Clearance
6 1 (0.55%) CBAP
6 1 (0.55%) CIMA
6 1 (0.55%) CIPFA
6 1 (0.55%) IIBA
6 1 (0.55%) ISACA
6 1 (0.55%) Numerate Degree
Quality Assurance & Compliance
1 24 (13.11%) Data Quality
2 17 (9.29%) QA
3 16 (8.74%) GDPR
4 11 (6.01%) NIST
5 10 (5.46%) COBIT
6 9 (4.92%) Accessibility
7 8 (4.37%) Actionable Recommendations
8 1 (0.55%) IFRS
8 1 (0.55%) IFRS 17
8 1 (0.55%) PCI DSS
8 1 (0.55%) PMO
System Software
1 16 (8.74%) Docker
2 7 (3.83%) Active Directory
Systems Management
1 15 (8.20%) Kubernetes
2 1 (0.55%) Terraform
Vendors
1 63 (34.43%) Microsoft
2 11 (6.01%) Databricks
3 9 (4.92%) Salesforce
4 7 (3.83%) Oracle
4 7 (3.83%) SAP
5 6 (3.28%) Google
6 4 (2.19%) Alteryx
6 4 (2.19%) Informatica
7 3 (1.64%) OpenAI
7 3 (1.64%) Talend
8 2 (1.09%) HubSpot
9 1 (0.55%) Capita
9 1 (0.55%) Citrix
9 1 (0.55%) Civica
9 1 (0.55%) Cognizant
9 1 (0.55%) Dataiku
9 1 (0.55%) Foundry
9 1 (0.55%) Northgate
9 1 (0.55%) Orchard