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 25 June 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 242 182 227
Rank change year-on-year -60 +45 -46
Permanent jobs citing Data Analytics 199 306 481
As % of all permanent jobs with remote/hybrid work options 0.98% 1.96% 1.41%
As % of the Processes & Methodologies category 1.19% 2.07% 1.58%
Number of salaries quoted 120 179 334
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,174 £42,500
Median annual salary (50th Percentile) £64,250 £60,000 £60,000
Median % change year-on-year +7.08% - -14.29%
75th Percentile £90,000 £77,500 £78,750
90th Percentile £105,000 £98,779 £97,500
UK median annual salary £60,000 £61,500 £60,000
% change year-on-year -2.44% +2.50% -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 16,752 14,765 30,420
As % of all permanent jobs with a WFH option 82.20% 94.42% 89.03%
Number of salaries quoted 12,192 8,606 23,487
10th Percentile £35,000 £29,750 £33,750
25th Percentile £45,000 £42,000 £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% -9.54%

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 25 June 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 (2.51%) SAS
2 2 (1.01%) SharePoint
Applications
1 18 (9.05%) Microsoft Excel
2 2 (1.01%) SPSS
3 1 (0.50%) Microsoft Office
Business Applications
1 4 (2.01%) Dynamics CRM
2 1 (0.50%) Maximo
2 1 (0.50%) SAP PM
2 1 (0.50%) SAP S/4HANA
Cloud Services
1 53 (26.63%) Azure
1 53 (26.63%) Power Platform
2 15 (7.54%) Azure DevOps
3 14 (7.04%) Power Automate
4 10 (5.03%) AWS
4 10 (5.03%) Azure Logic Apps
4 10 (5.03%) GitHub
4 10 (5.03%) GitHub Copilot
5 8 (4.02%) PowerApps
6 7 (3.52%) Entra ID
6 7 (3.52%) Microsoft Purview
7 6 (3.02%) Azure Machine Learning
7 6 (3.02%) GCP
8 5 (2.51%) Azure Data Factory
8 5 (2.51%) SaaS
8 5 (2.51%) Snowflake
9 4 (2.01%) Azure Synapse Analytics
9 4 (2.01%) Dynamics 365
10 2 (1.01%) Amazon Bedrock
10 2 (1.01%) Azure Cognitive Services
Communications & Networking
1 23 (11.56%) Broadband
2 17 (8.54%) CHAP
Database & Business Intelligence
1 43 (21.61%) Power BI
2 25 (12.56%) Azure SQL Database
3 24 (12.06%) MongoDB
4 11 (5.53%) Relational Database
5 8 (4.02%) Power Query
5 8 (4.02%) Tableau
6 7 (3.52%) PowerPivot
7 6 (3.02%) Data Warehouse
8 4 (2.01%) NoSQL
8 4 (2.01%) SQL Server
9 3 (1.51%) Metadata
9 3 (1.51%) Oracle Reports
9 3 (1.51%) SAS EBI
10 2 (1.01%) SQL Server Integration Services
11 1 (0.50%) Data Mining
11 1 (0.50%) Db2
11 1 (0.50%) GIS
11 1 (0.50%) SAP BW
11 1 (0.50%) SAP Data Services
11 1 (0.50%) SAP HANA
Development Applications
1 22 (11.06%) Jenkins
1 22 (11.06%) TeamCity
2 4 (2.01%) Browser DevTools
3 1 (0.50%) JIRA
3 1 (0.50%) MLflow
General
1 77 (38.69%) Finance
2 57 (28.64%) Social Skills
3 45 (22.61%) Analytical Skills
4 22 (11.06%) Banking
5 19 (9.55%) Inclusion and Diversity
6 18 (9.05%) Financial Institution
7 14 (7.04%) Games
7 14 (7.04%) Marketing
8 10 (5.03%) Aerospace
9 8 (4.02%) Advertising
10 7 (3.52%) Automotive
11 6 (3.02%) Public Sector
12 5 (2.51%) French Language
12 5 (2.51%) Legal
13 4 (2.01%) General Ledger
13 4 (2.01%) Influencing Skills
13 4 (2.01%) Law
13 4 (2.01%) Retail
14 3 (1.51%) Corporate Banking
14 3 (1.51%) Investment Banking
Job Titles
1 47 (23.62%) Senior
2 44 (22.11%) Analyst
3 37 (18.59%) Developer
4 31 (15.58%) Data Analyst
5 24 (12.06%) .NET Developer
6 20 (10.05%) Auditor
7 19 (9.55%) Architect
7 19 (9.55%) Senior Analyst
8 17 (8.54%) Senior Data Analyst
9 16 (8.04%) Internal Auditor
9 16 (8.04%) Security Auditor
10 12 (6.03%) Scala Engineer
11 9 (4.52%) Lead
11 9 (4.52%) Software Engineer
11 9 (4.52%) Solutions Architect
12 8 (4.02%) Data Architect
12 8 (4.02%) Data Manager
12 8 (4.02%) Scala Software Engineer
12 8 (4.02%) Senior Scala Engineer
13 7 (3.52%) Scala Developer
Libraries, Frameworks & Software Standards
1 26 (13.07%) .NET
2 24 (12.06%) .NET Core
2 24 (12.06%) ASP.NET
2 24 (12.06%) ASP.NET Core
3 22 (11.06%) Akka
4 15 (7.54%) CSS
4 15 (7.54%) HTML
5 14 (7.04%) Entity Framework
6 10 (5.03%) AngularJS
6 10 (5.03%) SubSonic
6 10 (5.03%) Vue
7 4 (2.01%) JSON
8 2 (1.01%) React
9 1 (0.50%) .NET Framework
9 1 (0.50%) LangChain
9 1 (0.50%) Middleware
9 1 (0.50%) PySpark
9 1 (0.50%) SAP PI
Miscellaneous
1 23 (11.56%) Video\Live Streaming
2 22 (11.06%) Management Information System
2 22 (11.06%) Over-the-Top Content
3 14 (7.04%) Greenfield Project
4 10 (5.03%) Data Structures
5 8 (4.02%) Blockchain
6 7 (3.52%) Onboarding
6 7 (3.52%) Product Ownership
7 6 (3.02%) Cyberattack
8 5 (2.51%) Self-Motivation
8 5 (2.51%) Virtual Team
9 3 (1.51%) Cloud Native
9 3 (1.51%) Social Media
10 2 (1.01%) Distributed Systems
10 2 (1.01%) IoT
10 2 (1.01%) Low-Code
10 2 (1.01%) PMI
11 1 (0.50%) AI Agents
11 1 (0.50%) Data Fabric
11 1 (0.50%) Operational Technology
Operating Systems
1 1 (0.50%) AIX
1 1 (0.50%) Unix
1 1 (0.50%) Windows
Processes & Methodologies
1 199 (100.00%) Analytics
2 75 (37.69%) Agile
3 51 (25.63%) Data Analysis
4 50 (25.13%) Problem-Solving
5 45 (22.61%) Decision-Making
6 44 (22.11%) AI
7 41 (20.60%) Project Management
8 39 (19.60%) Roadmaps
8 39 (19.60%) Stakeholder Engagement
9 38 (19.10%) Actionable Insight
10 36 (18.09%) Data Governance
11 33 (16.58%) Business Intelligence
11 33 (16.58%) Risk Management
12 32 (16.08%) Data Management
13 28 (14.07%) Full-Stack Development
13 28 (14.07%) Strategic Thinking
14 26 (13.07%) Continuous Improvement
14 26 (13.07%) DevOps
15 25 (12.56%) CI/CD
15 25 (12.56%) Data Transformation
Programming Languages
1 93 (46.73%) SQL
2 42 (21.11%) Python
3 27 (13.57%) C#
4 23 (11.56%) Scala
5 13 (6.53%) TypeScript
6 8 (4.02%) R
7 5 (2.51%) VBA
8 3 (1.51%) Data Analysis Expressions
9 1 (0.50%) ABAP
9 1 (0.50%) Ada
9 1 (0.50%) C
9 1 (0.50%) C++
9 1 (0.50%) Java
Qualifications
1 20 (10.05%) Degree
2 17 (8.54%) CGEIT
2 17 (8.54%) CISA
2 17 (8.54%) CISM
2 17 (8.54%) CISSP
2 17 (8.54%) FFIEC
2 17 (8.54%) SANS
3 8 (4.02%) Security Cleared
4 5 (2.51%) SC Cleared
5 4 (2.01%) DBS Check
6 2 (1.01%) Azure Certification
6 2 (1.01%) PMI Certification
7 1 (0.50%) ACCA
7 1 (0.50%) CBAP
7 1 (0.50%) CIMA
7 1 (0.50%) CIPFA
7 1 (0.50%) IIBA
7 1 (0.50%) ISACA
7 1 (0.50%) Microsoft Certification
7 1 (0.50%) SAP Certification
Quality Assurance & Compliance
1 23 (11.56%) GDPR
2 20 (10.05%) Data Quality
3 17 (8.54%) COBIT
3 17 (8.54%) NIST
4 14 (7.04%) QA
5 8 (4.02%) Accessibility
5 8 (4.02%) Actionable Recommendations
6 2 (1.01%) GMP
6 2 (1.01%) ISO 9001
7 1 (0.50%) IFRS
7 1 (0.50%) IFRS 17
7 1 (0.50%) WCAG
System Software
1 32 (16.08%) Docker
2 7 (3.52%) Active Directory
Systems Management
1 32 (16.08%) Kubernetes
Vendors
1 52 (26.13%) Microsoft
2 9 (4.52%) Databricks
3 7 (3.52%) Oracle
4 6 (3.02%) OpenAI
4 6 (3.02%) SAP
5 5 (2.51%) Salesforce
6 4 (2.01%) Alteryx
6 4 (2.01%) HubSpot
6 4 (2.01%) Informatica
7 3 (1.51%) Google
7 3 (1.51%) Talend
8 1 (0.50%) Capita
8 1 (0.50%) Citrix
8 1 (0.50%) Civica
8 1 (0.50%) Cognizant
8 1 (0.50%) Foundry
8 1 (0.50%) iManage
8 1 (0.50%) Northgate
8 1 (0.50%) Orchard