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

6 months to
13 Jun 2026
Same period 2025 Same period 2024
Rank 230 173 210
Rank change year-on-year -57 +37 -19
Permanent jobs citing Data Analytics 194 312 516
As % of all permanent jobs with remote/hybrid work options 0.98% 2.05% 1.50%
As % of the Processes & Methodologies category 1.20% 2.16% 1.68%
Number of salaries quoted 117 180 350
10th Percentile £41,250 £25,000 £35,000
25th Percentile £50,000 £30,337 £41,250
Median annual salary (50th Percentile) £75,000 £60,000 £60,000
Median % change year-on-year +25.00% - -14.29%
75th Percentile £97,500 £75,000 £78,584
90th Percentile £116,500 £98,474 £95,250
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 16,195 14,419 30,697
As % of all permanent jobs with a WFH option 82.01% 94.61% 89.25%
Number of salaries quoted 11,649 8,373 23,770
10th Percentile £35,000 £29,913 £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% -8.73%
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 13 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 16 (8.25%) 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 49 (25.26%) Azure
1 49 (25.26%) Power Platform
2 14 (7.22%) Power Automate
3 13 (6.70%) Azure DevOps
4 10 (5.15%) AWS
4 10 (5.15%) Azure Logic Apps
5 8 (4.12%) GitHub
5 8 (4.12%) GitHub Copilot
5 8 (4.12%) PowerApps
6 7 (3.61%) Entra ID
6 7 (3.61%) Microsoft Purview
7 6 (3.09%) Azure Machine Learning
7 6 (3.09%) GCP
8 5 (2.58%) Azure Data Factory
8 5 (2.58%) SaaS
8 5 (2.58%) Snowflake
9 4 (2.06%) Azure Synapse Analytics
9 4 (2.06%) Dynamics 365
10 3 (1.55%) Amazon S3
11 2 (1.03%) Amazon SageMaker
Communications & Networking
1 23 (11.86%) Broadband
2 20 (10.31%) CHAP
Database & Business Intelligence
1 39 (20.10%) Power BI
2 20 (10.31%) Azure SQL Database
3 19 (9.79%) MongoDB
4 9 (4.64%) Relational Database
5 8 (4.12%) Power Query
5 8 (4.12%) Tableau
6 7 (3.61%) Data Warehouse
6 7 (3.61%) PowerPivot
7 5 (2.58%) Metadata
8 4 (2.06%) NoSQL
8 4 (2.06%) SQL Server
9 3 (1.55%) Oracle Reports
9 3 (1.55%) SAS EBI
10 2 (1.03%) IBM InfoSphere
10 2 (1.03%) SQL Server Integration Services
11 1 (0.52%) Data Mining
11 1 (0.52%) Db2
11 1 (0.52%) SAP BW
11 1 (0.52%) SAP Data Services
11 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 19 (9.79%) Inclusion and Diversity
7 11 (5.67%) Games
8 10 (5.15%) Marketing
9 8 (4.12%) Advertising
9 8 (4.12%) Aerospace
9 8 (4.12%) Public Sector
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 42 (21.65%) Analyst
3 31 (15.98%) Developer
4 29 (14.95%) 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%) Scala Engineer
9 10 (5.15%) Data Engineer
10 9 (4.64%) Lead
10 9 (4.64%) Software Engineer
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
8 3 (1.55%) PySpark
9 1 (0.52%) .NET Framework
9 1 (0.52%) LangChain
9 1 (0.52%) Middleware
9 1 (0.52%) React
9 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
7 7 (3.61%) Product Ownership
8 6 (3.09%) Cyberattack
9 5 (2.58%) Self-Motivation
9 5 (2.58%) Virtual Team
10 3 (1.55%) Cloud Native
10 3 (1.55%) Legacy Systems
10 3 (1.55%) Social Media
11 2 (1.03%) Distributed Systems
11 2 (1.03%) IoT
11 2 (1.03%) Low-Code
11 2 (1.03%) PMI
12 1 (0.52%) Data Fabric
12 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 75 (38.66%) 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%) Project Management
9 40 (20.62%) Actionable Insight
10 37 (19.07%) 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 26 (13.40%) DevOps
14 26 (13.40%) Strategic Thinking
15 25 (12.89%) Continuous Improvement
15 25 (12.89%) Data Transformation
15 25 (12.89%) Information Security
15 25 (12.89%) Internal Audit
Programming Languages
1 85 (43.81%) SQL
2 46 (23.71%) Python
3 25 (12.89%) Scala
4 22 (11.34%) C#
5 10 (5.15%) TypeScript
6 8 (4.12%) R
7 3 (1.55%) Data Analysis Expressions
7 3 (1.55%) VBA
8 2 (1.03%) Java
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 22 (11.34%) Data Quality
3 20 (10.31%) COBIT
3 20 (10.31%) NIST
4 12 (6.19%) 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 2 (1.03%) 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