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

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 252 204 240
Rank change year-on-year -48 +36 -39
Permanent jobs citing Data Analytics 191 270 436
As % of all permanent jobs with remote/hybrid work options 0.90% 1.64% 1.35%
As % of the Processes & Methodologies category 1.09% 1.75% 1.52%
Number of salaries quoted 122 154 295
10th Percentile £42,500 £29,750 £34,000
25th Percentile £47,500 £41,563 £44,403
Median annual salary (50th Percentile) £62,500 £63,750 £65,000
Median % change year-on-year -1.96% -1.92% -7.14%
75th Percentile £90,000 £81,250 £78,750
90th Percentile £100,000 £109,875 £100,889
UK median annual salary £60,484 £65,000 £60,000
% change year-on-year -6.95% +8.33% -10.45%

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 17,578 15,394 28,768
As % of all permanent jobs with a WFH option 82.84% 93.48% 88.98%
Number of salaries quoted 12,832 9,111 21,964
10th Percentile £35,000 £30,000 £33,750
25th Percentile £45,000 £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 £75,772
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -8.71%

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 10 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 6 (3.14%) SAS
2 2 (1.05%) SharePoint
Applications
1 18 (9.42%) Microsoft Excel
2 2 (1.05%) SPSS
3 1 (0.52%) Microsoft Office
Business Applications
1 4 (2.09%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
Cloud Services
1 60 (31.41%) Azure
2 55 (28.80%) Power Platform
3 18 (9.42%) Azure DevOps
4 14 (7.33%) GitHub
4 14 (7.33%) GitHub Copilot
5 12 (6.28%) Power Automate
6 10 (5.24%) Azure Logic Apps
7 8 (4.19%) AWS
7 8 (4.19%) PowerApps
8 7 (3.66%) Entra ID
8 7 (3.66%) Microsoft Purview
9 6 (3.14%) Azure Machine Learning
10 5 (2.62%) Azure Data Factory
10 5 (2.62%) SaaS
10 5 (2.62%) Snowflake
11 4 (2.09%) Azure Synapse Analytics
11 4 (2.09%) Dynamics 365
11 4 (2.09%) GCP
12 2 (1.05%) Amazon Bedrock
12 2 (1.05%) Anthropic Claude
Communications & Networking
1 13 (6.81%) CHAP
2 11 (5.76%) Broadband
3 1 (0.52%) Firewall
3 1 (0.52%) VPN
Database & Business Intelligence
1 45 (23.56%) Power BI
2 33 (17.28%) Azure SQL Database
3 32 (16.75%) MongoDB
4 12 (6.28%) Relational Database
5 10 (5.24%) Tableau
6 7 (3.66%) Power Query
7 6 (3.14%) Data Warehouse
8 5 (2.62%) PowerPivot
8 5 (2.62%) SQL Server
9 4 (2.09%) Oracle Reports
9 4 (2.09%) SAS EBI
10 3 (1.57%) Metadata
11 2 (1.05%) NoSQL
11 2 (1.05%) SQL Server Integration Services
12 1 (0.52%) Data Mining
12 1 (0.52%) Db2
12 1 (0.52%) GIS
12 1 (0.52%) SAP BW
12 1 (0.52%) SAP Data Services
12 1 (0.52%) SAP HANA
Development Applications
1 10 (5.24%) Jenkins
1 10 (5.24%) TeamCity
2 4 (2.09%) Browser DevTools
3 1 (0.52%) MLflow
General
1 79 (41.36%) Finance
2 50 (26.18%) Social Skills
3 45 (23.56%) Analytical Skills
4 21 (10.99%) Inclusion and Diversity
5 19 (9.95%) Banking
6 18 (9.42%) Games
7 16 (8.38%) Marketing
8 14 (7.33%) Aerospace
8 14 (7.33%) Financial Institution
9 8 (4.19%) Advertising
10 6 (3.14%) Public Sector
11 5 (2.62%) Automotive
11 5 (2.62%) French Language
11 5 (2.62%) Legal
11 5 (2.62%) Retail
12 4 (2.09%) Corporate Banking
12 4 (2.09%) General Ledger
12 4 (2.09%) Investment Banking
13 3 (1.57%) Law
14 2 (1.05%) Local Government
Job Titles
1 43 (22.51%) Analyst
2 41 (21.47%) Developer
3 39 (20.42%) Senior
4 32 (16.75%) .NET Developer
5 31 (16.23%) Data Analyst
6 19 (9.95%) Senior Analyst
7 17 (8.90%) Auditor
7 17 (8.90%) Senior Data Analyst
8 16 (8.38%) Architect
9 12 (6.28%) Internal Auditor
9 12 (6.28%) Security Auditor
10 9 (4.71%) Audit Manager
10 9 (4.71%) Lead
11 8 (4.19%) Data Manager
11 8 (4.19%) IT Manager
11 8 (4.19%) Solutions Architect
12 7 (3.66%) Administrator
12 7 (3.66%) IT Audit Manager
12 7 (3.66%) Systems Administrator
13 6 (3.14%) Data Architect
Libraries, Frameworks & Software Standards
1 34 (17.80%) .NET
2 32 (16.75%) .NET Core
2 32 (16.75%) ASP.NET
2 32 (16.75%) ASP.NET Core
3 18 (9.42%) CSS
3 18 (9.42%) Entity Framework
3 18 (9.42%) HTML
4 14 (7.33%) AngularJS
4 14 (7.33%) SubSonic
4 14 (7.33%) Vue
5 10 (5.24%) Akka
6 4 (2.09%) JSON
7 2 (1.05%) React
8 1 (0.52%) .NET Framework
8 1 (0.52%) ARM Templates
8 1 (0.52%) LangChain
8 1 (0.52%) Middleware
8 1 (0.52%) PySpark
8 1 (0.52%) SAP PI
Miscellaneous
1 18 (9.42%) Greenfield Project
1 18 (9.42%) Management Information System
2 11 (5.76%) Data Structures
2 11 (5.76%) Video\Live Streaming
3 10 (5.24%) Over-the-Top Content
4 7 (3.66%) Product Ownership
5 6 (3.14%) Blockchain
5 6 (3.14%) Cyberattack
6 5 (2.62%) Onboarding
6 5 (2.62%) Virtual Team
7 4 (2.09%) Cloud Native
8 3 (1.57%) Self-Motivation
8 3 (1.57%) Social Media
9 2 (1.05%) IoT
9 2 (1.05%) Low-Code
10 1 (0.52%) Credit Risk
10 1 (0.52%) FMCG
10 1 (0.52%) Reference Data
10 1 (0.52%) Reinsurance
10 1 (0.52%) SCADA
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 191 (100.00%) Analytics
2 67 (35.08%) Agile
3 50 (26.18%) Decision-Making
3 50 (26.18%) Problem-Solving
4 49 (25.65%) Data Analysis
5 42 (21.99%) AI
6 39 (20.42%) Roadmaps
7 38 (19.90%) Actionable Insight
7 38 (19.90%) Project Management
8 36 (18.85%) Full-Stack Development
9 35 (18.32%) Stakeholder Engagement
10 34 (17.80%) Business Intelligence
11 32 (16.75%) Data Governance
11 32 (16.75%) Data Management
11 32 (16.75%) Risk Management
12 30 (15.71%) CI/CD
12 30 (15.71%) DevOps
13 28 (14.66%) Strategic Thinking
14 27 (14.14%) Continuous Improvement
15 25 (13.09%) Data Transformation
Programming Languages
1 102 (53.40%) SQL
2 43 (22.51%) Python
3 34 (17.80%) C#
4 17 (8.90%) TypeScript
5 11 (5.76%) Scala
6 9 (4.71%) R
7 6 (3.14%) VBA
8 3 (1.57%) Data Analysis Expressions
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) Bicep
9 1 (0.52%) C
9 1 (0.52%) C++
9 1 (0.52%) PowerShell
Qualifications
1 22 (11.52%) Degree
2 13 (6.81%) CGEIT
2 13 (6.81%) CISA
2 13 (6.81%) CISM
2 13 (6.81%) CISSP
2 13 (6.81%) FFIEC
2 13 (6.81%) SANS
3 6 (3.14%) Security Cleared
4 3 (1.57%) SC Cleared
5 2 (1.05%) Azure Certification
5 2 (1.05%) Computer Science Degree
5 2 (1.05%) DBS Check
6 1 (0.52%) CBAP
6 1 (0.52%) CIMA
6 1 (0.52%) CIPFA
6 1 (0.52%) IIBA
6 1 (0.52%) ISACA
6 1 (0.52%) Master's Degree
6 1 (0.52%) Microsoft Certification
6 1 (0.52%) Numerate Degree
Quality Assurance & Compliance
1 20 (10.47%) Data Quality
2 19 (9.95%) GDPR
3 15 (7.85%) QA
4 14 (7.33%) NIST
5 13 (6.81%) COBIT
6 9 (4.71%) Accessibility
7 8 (4.19%) Actionable Recommendations
8 1 (0.52%) IFRS
8 1 (0.52%) IFRS 17
8 1 (0.52%) PCI DSS
8 1 (0.52%) WCAG
System Software
1 25 (13.09%) Docker
2 7 (3.66%) Active Directory
Systems Management
1 25 (13.09%) Kubernetes
2 1 (0.52%) Terraform
Vendors
1 61 (31.94%) Microsoft
2 9 (4.71%) Databricks
3 8 (4.19%) Oracle
4 7 (3.66%) SAP
5 6 (3.14%) OpenAI
5 6 (3.14%) Salesforce
6 5 (2.62%) Alteryx
6 5 (2.62%) Informatica
7 4 (2.09%) HubSpot
7 4 (2.09%) Talend
8 3 (1.57%) Google
9 1 (0.52%) Capita
9 1 (0.52%) Citrix
9 1 (0.52%) Civica
9 1 (0.52%) Cognizant
9 1 (0.52%) Foundry
9 1 (0.52%) Northgate
9 1 (0.52%) Orchard