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

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 233 171 219
Rank change year-on-year -62 +48 -30
Permanent jobs citing Data Analytics 194 312 518
As % of all permanent jobs with remote/hybrid work options 0.99% 2.06% 1.51%
As % of the Processes & Methodologies category 1.20% 2.18% 1.69%
Number of salaries quoted 118 180 351
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,337 £41,250
Median annual salary (50th Percentile) £76,589 £60,000 £60,000
Median % change year-on-year +27.65% - -14.29%
75th Percentile £97,500 £75,000 £78,419
90th Percentile £115,500 £98,474 £95,000
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 16,157 14,306 30,602
As % of all permanent jobs with a WFH option 82.04% 94.59% 89.26%
Number of salaries quoted 11,595 8,366 23,757
10th Percentile £35,000 £30,000 £33,750
25th Percentile £45,000 £42,500 £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% -9.69%

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 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 (2.58%) SAS
2 2 (1.03%) SharePoint
Applications
1 15 (7.73%) Microsoft Excel
2 2 (1.03%) SPSS
3 1 (0.52%) Microsoft Office
Business Applications
1 4 (2.06%) Dynamics CRM
2 1 (0.52%) Maximo
2 1 (0.52%) SAP PM
2 1 (0.52%) SAP S/4HANA
Cloud Services
1 50 (25.77%) Azure
2 48 (24.74%) Power Platform
3 14 (7.22%) Power Automate
4 13 (6.70%) Azure DevOps
5 10 (5.15%) AWS
5 10 (5.15%) Azure Logic Apps
6 8 (4.12%) GitHub
6 8 (4.12%) GitHub Copilot
6 8 (4.12%) PowerApps
7 7 (3.61%) Entra ID
7 7 (3.61%) Microsoft Purview
8 6 (3.09%) Azure Machine Learning
8 6 (3.09%) GCP
8 6 (3.09%) SaaS
9 5 (2.58%) Azure Data Factory
9 5 (2.58%) Snowflake
10 4 (2.06%) Amazon S3
10 4 (2.06%) Azure Synapse Analytics
10 4 (2.06%) Dynamics 365
11 3 (1.55%) Amazon SageMaker
Communications & Networking
1 23 (11.86%) Broadband
2 20 (10.31%) CHAP
Database & Business Intelligence
1 38 (19.59%) Power BI
2 20 (10.31%) Azure SQL Database
3 19 (9.79%) MongoDB
4 8 (4.12%) Power Query
4 8 (4.12%) Relational Database
4 8 (4.12%) Tableau
5 7 (3.61%) Data Warehouse
5 7 (3.61%) PowerPivot
6 6 (3.09%) Metadata
7 4 (2.06%) NoSQL
7 4 (2.06%) SQL Server
8 3 (1.55%) IBM InfoSphere
8 3 (1.55%) Oracle Reports
8 3 (1.55%) SAS EBI
9 2 (1.03%) SQL Server Integration Services
10 1 (0.52%) Data Mining
10 1 (0.52%) Db2
10 1 (0.52%) SAP BW
10 1 (0.52%) SAP Data Services
10 1 (0.52%) SAP HANA
Development Applications
1 22 (11.34%) Jenkins
1 22 (11.34%) TeamCity
2 4 (2.06%) Browser DevTools
3 2 (1.03%) JIRA
4 1 (0.52%) MLflow
General
1 77 (39.69%) Finance
2 57 (29.38%) Social Skills
3 45 (23.20%) Analytical Skills
4 25 (12.89%) Banking
5 21 (10.82%) Financial Institution
6 18 (9.28%) Inclusion and Diversity
7 11 (5.67%) Games
8 9 (4.64%) Marketing
8 9 (4.64%) Public Sector
9 8 (4.12%) Advertising
9 8 (4.12%) Aerospace
10 7 (3.61%) Automotive
11 6 (3.09%) Legal
12 5 (2.58%) French Language
12 5 (2.58%) Law
13 4 (2.06%) General Ledger
13 4 (2.06%) Influencing Skills
13 4 (2.06%) Retail
14 3 (1.55%) Corporate Banking
14 3 (1.55%) Investment Banking
Job Titles
1 47 (24.23%) Senior
2 41 (21.13%) Analyst
3 31 (15.98%) Developer
4 28 (14.43%) Data Analyst
5 23 (11.86%) Auditor
6 19 (9.79%) .NET Developer
6 19 (9.79%) Architect
6 19 (9.79%) Internal Auditor
6 19 (9.79%) Security Auditor
6 19 (9.79%) Senior Analyst
7 17 (8.76%) Senior Data Analyst
8 12 (6.19%) Data Engineer
8 12 (6.19%) Scala Engineer
9 10 (5.15%) Software Engineer
10 9 (4.64%) Lead
10 9 (4.64%) Solutions Architect
11 8 (4.12%) Data Architect
11 8 (4.12%) Data Manager
11 8 (4.12%) Scala Software Engineer
11 8 (4.12%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 22 (11.34%) Akka
2 20 (10.31%) .NET
3 19 (9.79%) .NET Core
3 19 (9.79%) ASP.NET
3 19 (9.79%) ASP.NET Core
4 13 (6.70%) CSS
4 13 (6.70%) HTML
5 11 (5.67%) Entity Framework
6 8 (4.12%) AngularJS
6 8 (4.12%) SubSonic
6 8 (4.12%) Vue
7 4 (2.06%) JSON
7 4 (2.06%) PySpark
8 1 (0.52%) .NET Framework
8 1 (0.52%) LangChain
8 1 (0.52%) Middleware
8 1 (0.52%) React
8 1 (0.52%) SAP PI
Miscellaneous
1 25 (12.89%) Management Information System
2 23 (11.86%) Video\Live Streaming
3 22 (11.34%) Over-the-Top Content
4 11 (5.67%) Greenfield Project
5 10 (5.15%) Data Structures
6 9 (4.64%) Blockchain
7 7 (3.61%) Onboarding
8 6 (3.09%) Cyberattack
8 6 (3.09%) Product Ownership
9 5 (2.58%) Self-Motivation
9 5 (2.58%) Virtual Team
10 4 (2.06%) Legacy Systems
11 3 (1.55%) Cloud Native
11 3 (1.55%) Social Media
12 2 (1.03%) Distributed Systems
12 2 (1.03%) IoT
12 2 (1.03%) Low-Code
12 2 (1.03%) PMI
13 1 (0.52%) Data Fabric
13 1 (0.52%) Operational Technology
Operating Systems
1 1 (0.52%) AIX
1 1 (0.52%) Unix
1 1 (0.52%) Windows
Processes & Methodologies
1 194 (100.00%) Analytics
2 76 (39.18%) Agile
3 52 (26.80%) Problem-Solving
4 51 (26.29%) Data Analysis
5 45 (23.20%) AI
6 44 (22.68%) Decision-Making
7 42 (21.65%) Stakeholder Engagement
8 41 (21.13%) Actionable Insight
9 40 (20.62%) Project Management
10 36 (18.56%) Roadmaps
11 35 (18.04%) Data Governance
12 33 (17.01%) Business Intelligence
13 32 (16.49%) Data Management
13 32 (16.49%) Risk Management
14 27 (13.92%) DevOps
15 26 (13.40%) Strategic Thinking
16 25 (12.89%) Continuous Improvement
16 25 (12.89%) Data Transformation
16 25 (12.89%) Information Security
16 25 (12.89%) Internal Audit
Programming Languages
1 84 (43.30%) SQL
2 48 (24.74%) Python
3 26 (13.40%) Scala
4 22 (11.34%) C#
5 10 (5.15%) TypeScript
6 8 (4.12%) R
7 3 (1.55%) Data Analysis Expressions
8 2 (1.03%) Java
8 2 (1.03%) VBA
9 1 (0.52%) ABAP
9 1 (0.52%) Ada
9 1 (0.52%) C
9 1 (0.52%) C++
Qualifications
1 20 (10.31%) CGEIT
1 20 (10.31%) CISA
1 20 (10.31%) CISM
1 20 (10.31%) CISSP
1 20 (10.31%) Degree
1 20 (10.31%) FFIEC
1 20 (10.31%) SANS
2 8 (4.12%) Security Cleared
3 5 (2.58%) SC Cleared
4 4 (2.06%) DBS Check
5 2 (1.03%) Azure Certification
5 2 (1.03%) PMI Certification
6 1 (0.52%) ACCA
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%) Microsoft Certification
6 1 (0.52%) SAP Certification
Quality Assurance & Compliance
1 24 (12.37%) GDPR
2 23 (11.86%) Data Quality
3 20 (10.31%) COBIT
3 20 (10.31%) NIST
4 11 (5.67%) QA
5 8 (4.12%) Accessibility
5 8 (4.12%) Actionable Recommendations
6 2 (1.03%) GMP
6 2 (1.03%) ISO 9001
7 1 (0.52%) IFRS
7 1 (0.52%) IFRS 17
7 1 (0.52%) WCAG
System Software
1 30 (15.46%) Docker
2 7 (3.61%) Active Directory
Systems Management
1 30 (15.46%) Kubernetes
2 3 (1.55%) Terraform
Vendors
1 48 (24.74%) Microsoft
2 9 (4.64%) Databricks
3 7 (3.61%) Oracle
4 6 (3.09%) OpenAI
4 6 (3.09%) SAP
5 5 (2.58%) Salesforce
6 4 (2.06%) Alteryx
6 4 (2.06%) HubSpot
6 4 (2.06%) Informatica
7 3 (1.55%) Google
7 3 (1.55%) Talend
8 2 (1.03%) iManage
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