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 12 August 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 267 216 276
Rank change year-on-year -51 +60 -86
Permanent jobs citing Data Analytics 192 235 271
As % of all permanent jobs with remote/hybrid work options 0.85% 1.43% 1.09%
As % of the Processes & Methodologies category 1.02% 1.54% 1.24%
Number of salaries quoted 124 128 175
10th Percentile £41,250 £31,850 £42,287
25th Percentile £42,500 £50,938 £52,250
Median annual salary (50th Percentile) £60,000 £65,000 £65,400
Median % change year-on-year -7.69% -0.61% -6.57%
75th Percentile £90,000 £90,313 £78,750
90th Percentile £105,000 £112,500 £97,500
UK median annual salary £60,000 £62,500 £62,500
% change year-on-year -4.00% - -3.85%

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 18,751 15,258 21,879
As % of all permanent jobs with a WFH option 82.66% 92.88% 87.75%
Number of salaries quoted 13,547 8,951 15,627
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,750 £43,750
Median annual salary (50th Percentile) £60,000 £58,000 £60,000
Median % change year-on-year +3.45% -3.33% -4.00%
75th Percentile £80,000 £77,875 £77,500
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.84%

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 12 August 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 4 (2.08%) SAS
2 3 (1.56%) Apache
2 3 (1.56%) Apache Spark
3 2 (1.04%) Confluence
3 2 (1.04%) SharePoint
4 1 (0.52%) Microsoft Exchange
Applications
1 26 (13.54%) Microsoft Excel
2 2 (1.04%) MS Visio
2 2 (1.04%) SPSS
3 1 (0.52%) Microsoft Office
3 1 (0.52%) Microsoft Project
Business Applications
1 4 (2.08%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
2 1 (0.52%) Sparx Enterprise Architect
Cloud Services
1 65 (33.85%) Azure
2 57 (29.69%) Power Platform
3 18 (9.38%) Azure DevOps
4 17 (8.85%) GitHub
5 14 (7.29%) AWS
5 14 (7.29%) GitHub Copilot
6 11 (5.73%) GCP
7 10 (5.21%) Power Automate
8 8 (4.17%) Azure Logic Apps
8 8 (4.17%) PowerApps
9 7 (3.65%) Entra ID
9 7 (3.65%) SaaS
10 6 (3.13%) Microsoft Purview
11 5 (2.60%) Azure Machine Learning
11 5 (2.60%) Snowflake
12 4 (2.08%) Alation
12 4 (2.08%) Google Analytics
13 3 (1.56%) Azure Data Factory
13 3 (1.56%) Azure Synapse Analytics
13 3 (1.56%) Dynamics 365
Communications & Networking
1 9 (4.69%) CHAP
2 1 (0.52%) Firewall
2 1 (0.52%) GoToMeeting
2 1 (0.52%) VPN
Database & Business Intelligence
1 47 (24.48%) Power BI
2 33 (17.19%) Azure SQL Database
3 32 (16.67%) MongoDB
4 16 (8.33%) Tableau
5 12 (6.25%) Relational Database
6 7 (3.65%) Power Query
7 6 (3.13%) Data Warehouse
7 6 (3.13%) Looker
7 6 (3.13%) Metadata
8 4 (2.08%) SQL Server
9 3 (1.56%) Data Lake
9 3 (1.56%) Hadoop
9 3 (1.56%) PowerPivot
10 2 (1.04%) Oracle Reports
10 2 (1.04%) SAS EBI
10 2 (1.04%) Semantic Layer
11 1 (0.52%) Db2
11 1 (0.52%) NoSQL
11 1 (0.52%) SAP Data Services
11 1 (0.52%) SAP HANA
Development Applications
1 4 (2.08%) Browser DevTools
2 3 (1.56%) Git
2 3 (1.56%) JIRA
3 2 (1.04%) Balsamiq
4 1 (0.52%) ER Studio
4 1 (0.52%) ERwin
General
1 76 (39.58%) Finance
2 60 (31.25%) Analytical Skills
3 54 (28.13%) Social Skills
4 27 (14.06%) Inclusion and Diversity
5 21 (10.94%) Marketing
6 18 (9.38%) Games
7 15 (7.81%) Aerospace
8 13 (6.77%) Banking
9 10 (5.21%) Financial Institution
9 10 (5.21%) Public Sector
10 7 (3.65%) Legal
11 5 (2.60%) Advertising
11 5 (2.60%) French Language
11 5 (2.60%) Presentation Skills
12 4 (2.08%) Automotive
12 4 (2.08%) Organisational Skills
13 3 (1.56%) Law
13 3 (1.56%) Retail
14 2 (1.04%) Investment Banking
14 2 (1.04%) Police
Job Titles
1 48 (25.00%) Analyst
2 37 (19.27%) Data Analyst
3 36 (18.75%) Developer
4 33 (17.19%) Senior
5 32 (16.67%) .NET Developer
6 21 (10.94%) Senior Analyst
7 18 (9.38%) Architect
8 17 (8.85%) Senior Data Analyst
9 11 (5.73%) Auditor
10 9 (4.69%) Data Architect
10 9 (4.69%) Lead
11 8 (4.17%) Administrator
11 8 (4.17%) Audit Manager
11 8 (4.17%) Data Engineer
11 8 (4.17%) Internal Auditor
11 8 (4.17%) IT Manager
11 8 (4.17%) Security Auditor
12 7 (3.65%) IT Audit Manager
12 7 (3.65%) Solutions Architect
12 7 (3.65%) Systems Administrator
Libraries, Frameworks & Software Standards
1 34 (17.71%) .NET
2 32 (16.67%) .NET Core
2 32 (16.67%) ASP.NET
2 32 (16.67%) ASP.NET Core
3 18 (9.38%) CSS
3 18 (9.38%) Entity Framework
3 18 (9.38%) HTML
4 14 (7.29%) AngularJS
4 14 (7.29%) SubSonic
4 14 (7.29%) Vue
5 6 (3.13%) JSON
6 1 (0.52%) .NET Framework
6 1 (0.52%) Apache NiFi
6 1 (0.52%) ARM Templates
6 1 (0.52%) Elastic Stack
6 1 (0.52%) Middleware
6 1 (0.52%) PySpark
6 1 (0.52%) React
6 1 (0.52%) RESTful
6 1 (0.52%) SAP PI
Miscellaneous
1 18 (9.38%) Greenfield Project
2 16 (8.33%) Management Information System
3 10 (5.21%) Data Structures
4 8 (4.17%) Product Ownership
5 6 (3.13%) Cloud Native
5 6 (3.13%) Cyberattack
6 5 (2.60%) Onboarding
6 5 (2.60%) Virtual Team
7 4 (2.08%) Educational Technology
7 4 (2.08%) Housing Association
8 3 (1.56%) Blockchain
8 3 (1.56%) Self-Motivation
8 3 (1.56%) Social Media
9 2 (1.04%) Blog
9 2 (1.04%) IoT
9 2 (1.04%) Legacy Systems
9 2 (1.04%) Low-Code
9 2 (1.04%) NHS
9 2 (1.04%) Public Cloud
10 1 (0.52%) Data Fabric
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 192 (100.00%) Analytics
2 60 (31.25%) Agile
2 60 (31.25%) Problem-Solving
3 53 (27.60%) Decision-Making
4 47 (24.48%) Data Analysis
5 46 (23.96%) AI
6 42 (21.88%) Roadmaps
7 38 (19.79%) Business Intelligence
8 37 (19.27%) Actionable Insight
9 36 (18.75%) Full-Stack Development
10 35 (18.23%) DevOps
11 34 (17.71%) Data Governance
11 34 (17.71%) Project Management
12 33 (17.19%) Stakeholder Engagement
13 32 (16.67%) Data Management
14 30 (15.63%) CI/CD
15 29 (15.10%) Continuous Improvement
16 28 (14.58%) Strategic Thinking
17 27 (14.06%) Data Transformation
18 26 (13.54%) Data Extraction
Programming Languages
1 104 (54.17%) SQL
2 37 (19.27%) Python
3 34 (17.71%) C#
4 16 (8.33%) TypeScript
5 6 (3.13%) VBA
6 5 (2.60%) R
7 4 (2.08%) Data Analysis Expressions
8 1 (0.52%) ABAP
8 1 (0.52%) Ada
8 1 (0.52%) Bicep
8 1 (0.52%) C
8 1 (0.52%) C++
8 1 (0.52%) PowerShell
Qualifications
1 30 (15.63%) Degree
2 10 (5.21%) Security Cleared
3 9 (4.69%) CGEIT
3 9 (4.69%) CISA
3 9 (4.69%) CISM
3 9 (4.69%) CISSP
3 9 (4.69%) FFIEC
3 9 (4.69%) SANS
4 8 (4.17%) SC Cleared
5 2 (1.04%) BPSS Clearance
5 2 (1.04%) Computer Science Degree
5 2 (1.04%) Master's Degree
6 1 (0.52%) AWS Certification
6 1 (0.52%) Azure Certification
6 1 (0.52%) CBAP
6 1 (0.52%) CIPFA
6 1 (0.52%) DBS Check
6 1 (0.52%) IIBA
6 1 (0.52%) Numerate Degree
6 1 (0.52%) TOGAF Certification
Quality Assurance & Compliance
1 31 (16.15%) Data Quality
2 17 (8.85%) QA
3 15 (7.81%) GDPR
4 10 (5.21%) NIST
5 9 (4.69%) Accessibility
5 9 (4.69%) COBIT
6 8 (4.17%) Actionable Recommendations
7 1 (0.52%) California Consumer Privacy Act
7 1 (0.52%) HIPAA
7 1 (0.52%) PCI DSS
7 1 (0.52%) PMO
System Software
1 18 (9.38%) Docker
2 7 (3.65%) Active Directory
Systems Management
1 16 (8.33%) Kubernetes
2 2 (1.04%) Terraform
Vendors
1 60 (31.25%) Microsoft
2 10 (5.21%) Databricks
2 10 (5.21%) Salesforce
2 10 (5.21%) SAP
3 8 (4.17%) Google
4 5 (2.60%) Oracle
5 2 (1.04%) Alteryx
5 2 (1.04%) Dataiku
5 2 (1.04%) Informatica
5 2 (1.04%) OpenAI
5 2 (1.04%) Talend
6 1 (0.52%) Capita
6 1 (0.52%) Citrix
6 1 (0.52%) Cognizant
6 1 (0.52%) Foundry
6 1 (0.52%) HubSpot
6 1 (0.52%) Red Hat
6 1 (0.52%) Sparx