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

6 months to
4 Aug 2026
Same period 2025 Same period 2024
Rank 274 216 257
Rank change year-on-year -58 +41 -66
Permanent jobs citing Data Analytics 188 248 287
As % of all permanent jobs with remote/hybrid work options 0.84% 1.50% 1.14%
As % of the Processes & Methodologies category 1.02% 1.62% 1.29%
Number of salaries quoted 123 141 178
10th Percentile £41,250 £31,500 £41,976
25th Percentile £44,250 £45,000 £52,000
Median annual salary (50th Percentile) £60,000 £65,000 £65,200
Median % change year-on-year -7.69% -0.31% -6.86%
75th Percentile £90,000 £85,000 £78,750
90th Percentile £105,000 £112,500 £97,792
UK median annual salary £60,000 £62,500 £62,500
% change year-on-year -4.00% - -6.72%

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 18,460 15,337 22,190
As % of all permanent jobs with a WFH option 82.88% 92.94% 87.76%
Number of salaries quoted 13,367 9,043 15,990
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,917 £43,329
Median annual salary (50th Percentile) £60,000 £59,400 £58,700
Median % change year-on-year +1.01% +1.19% -6.08%
75th Percentile £80,000 £78,750 £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% - -8.71%

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 4 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 5 (2.66%) SAS
2 2 (1.06%) SharePoint
3 1 (0.53%) Apache
3 1 (0.53%) Apache Spark
3 1 (0.53%) Confluence
3 1 (0.53%) Microsoft Exchange
Applications
1 22 (11.70%) Microsoft Excel
2 2 (1.06%) Microsoft Office
2 2 (1.06%) SPSS
3 1 (0.53%) Microsoft Project
3 1 (0.53%) MS Visio
Business Applications
1 5 (2.66%) Dynamics CRM
2 1 (0.53%) Maximo
2 1 (0.53%) SAP PM
2 1 (0.53%) SAP S/4HANA
Cloud Services
1 62 (32.98%) Azure
2 57 (30.32%) Power Platform
3 18 (9.57%) Azure DevOps
4 16 (8.51%) GitHub
5 14 (7.45%) GitHub Copilot
6 11 (5.85%) AWS
7 10 (5.32%) Power Automate
8 8 (4.26%) Azure Logic Apps
8 8 (4.26%) PowerApps
9 7 (3.72%) Entra ID
9 7 (3.72%) Microsoft Purview
9 7 (3.72%) SaaS
10 6 (3.19%) Azure Machine Learning
10 6 (3.19%) GCP
11 5 (2.66%) Snowflake
12 4 (2.13%) Dynamics 365
13 3 (1.60%) Azure Data Factory
13 3 (1.60%) Azure Synapse Analytics
14 2 (1.06%) Alation
14 2 (1.06%) dbt
Communications & Networking
1 9 (4.79%) CHAP
2 1 (0.53%) Firewall
2 1 (0.53%) GoToMeeting
2 1 (0.53%) VPN
Database & Business Intelligence
1 47 (25.00%) Power BI
2 33 (17.55%) Azure SQL Database
3 32 (17.02%) MongoDB
4 15 (7.98%) Tableau
5 12 (6.38%) Relational Database
6 7 (3.72%) Power Query
7 5 (2.66%) Data Warehouse
8 4 (2.13%) Metadata
8 4 (2.13%) SQL Server
9 3 (1.60%) Looker
9 3 (1.60%) Oracle Reports
9 3 (1.60%) PowerPivot
9 3 (1.60%) SAS EBI
10 2 (1.06%) Data Lake
10 2 (1.06%) Semantic Layer
11 1 (0.53%) Db2
11 1 (0.53%) Enterprise Data Warehouse
11 1 (0.53%) SAP HANA
11 1 (0.53%) Snowflake Schema
11 1 (0.53%) Star Schema
Development Applications
1 4 (2.13%) Browser DevTools
2 2 (1.06%) Git
2 2 (1.06%) JIRA
3 1 (0.53%) Balsamiq
3 1 (0.53%) MLflow
General
1 78 (41.49%) Finance
2 56 (29.79%) Analytical Skills
3 52 (27.66%) Social Skills
4 26 (13.83%) Inclusion and Diversity
5 19 (10.11%) Marketing
6 18 (9.57%) Games
7 14 (7.45%) Aerospace
7 14 (7.45%) Banking
8 10 (5.32%) Financial Institution
9 9 (4.79%) Public Sector
10 6 (3.19%) Advertising
10 6 (3.19%) Legal
11 5 (2.66%) French Language
12 4 (2.13%) Automotive
12 4 (2.13%) Retail
13 3 (1.60%) Corporate Banking
13 3 (1.60%) Investment Banking
13 3 (1.60%) Law
13 3 (1.60%) Presentation Skills
14 2 (1.06%) Organisational Skills
Job Titles
1 48 (25.53%) Analyst
2 36 (19.15%) Data Analyst
2 36 (19.15%) Developer
3 34 (18.09%) Senior
4 32 (17.02%) .NET Developer
5 21 (11.17%) Senior Analyst
6 17 (9.04%) Senior Data Analyst
7 16 (8.51%) Architect
8 12 (6.38%) Auditor
9 9 (4.79%) Audit Manager
10 8 (4.26%) Internal Auditor
10 8 (4.26%) IT Manager
10 8 (4.26%) Lead
10 8 (4.26%) Security Auditor
11 7 (3.72%) Administrator
11 7 (3.72%) Data Architect
11 7 (3.72%) Data Manager
11 7 (3.72%) IT Audit Manager
11 7 (3.72%) Solutions Architect
11 7 (3.72%) Systems Administrator
Libraries, Frameworks & Software Standards
1 34 (18.09%) .NET
2 32 (17.02%) .NET Core
2 32 (17.02%) ASP.NET
2 32 (17.02%) ASP.NET Core
3 18 (9.57%) CSS
3 18 (9.57%) Entity Framework
3 18 (9.57%) HTML
4 14 (7.45%) AngularJS
4 14 (7.45%) SubSonic
4 14 (7.45%) Vue
5 5 (2.66%) JSON
6 1 (0.53%) .NET Framework
6 1 (0.53%) ARM Templates
6 1 (0.53%) LangChain
6 1 (0.53%) Middleware
6 1 (0.53%) PySpark
6 1 (0.53%) React
6 1 (0.53%) SAP PI
Miscellaneous
1 18 (9.57%) Greenfield Project
2 15 (7.98%) Management Information System
3 11 (5.85%) Data Structures
4 7 (3.72%) Product Ownership
5 6 (3.19%) Cyberattack
6 5 (2.66%) Cloud Native
6 5 (2.66%) Onboarding
6 5 (2.66%) Virtual Team
7 4 (2.13%) Self-Motivation
8 3 (1.60%) Blockchain
8 3 (1.60%) Social Media
9 2 (1.06%) Educational Technology
9 2 (1.06%) Housing Association
9 2 (1.06%) IoT
9 2 (1.06%) Legacy Systems
9 2 (1.06%) Low-Code
10 1 (0.53%) Data Fabric
10 1 (0.53%) FMCG
10 1 (0.53%) Public Cloud
10 1 (0.53%) Reference Data
Operating Systems
1 1 (0.53%) AIX
1 1 (0.53%) Unix
1 1 (0.53%) Windows
Processes & Methodologies
1 188 (100.00%) Analytics
2 55 (29.26%) Agile
3 54 (28.72%) Problem-Solving
4 53 (28.19%) Decision-Making
5 48 (25.53%) Data Analysis
6 46 (24.47%) AI
7 40 (21.28%) Roadmaps
8 38 (20.21%) Actionable Insight
8 38 (20.21%) Business Intelligence
9 36 (19.15%) Full-Stack Development
10 35 (18.62%) Project Management
11 33 (17.55%) DevOps
12 32 (17.02%) Data Governance
12 32 (17.02%) Stakeholder Engagement
13 31 (16.49%) Data Management
14 30 (15.96%) CI/CD
15 29 (15.43%) Continuous Improvement
16 28 (14.89%) Strategic Thinking
17 27 (14.36%) Risk Management
18 26 (13.83%) Data Transformation
Programming Languages
1 104 (55.32%) SQL
2 40 (21.28%) Python
3 34 (18.09%) C#
4 16 (8.51%) TypeScript
5 7 (3.72%) R
6 6 (3.19%) VBA
7 4 (2.13%) Data Analysis Expressions
8 1 (0.53%) ABAP
8 1 (0.53%) Ada
8 1 (0.53%) Bicep
8 1 (0.53%) C
8 1 (0.53%) C++
8 1 (0.53%) PowerShell
Qualifications
1 27 (14.36%) Degree
2 9 (4.79%) CGEIT
2 9 (4.79%) CISA
2 9 (4.79%) CISM
2 9 (4.79%) CISSP
2 9 (4.79%) FFIEC
2 9 (4.79%) SANS
3 7 (3.72%) Security Cleared
4 5 (2.66%) SC Cleared
5 2 (1.06%) Azure Certification
5 2 (1.06%) Computer Science Degree
5 2 (1.06%) DBS Check
5 2 (1.06%) Master's Degree
6 1 (0.53%) BPSS Clearance
6 1 (0.53%) CBAP
6 1 (0.53%) IIBA
6 1 (0.53%) ISACA
6 1 (0.53%) Microsoft Certification
6 1 (0.53%) Numerate Degree
6 1 (0.53%) SAP Certification
Quality Assurance & Compliance
1 26 (13.83%) Data Quality
2 17 (9.04%) QA
3 15 (7.98%) GDPR
4 10 (5.32%) NIST
5 9 (4.79%) Accessibility
5 9 (4.79%) COBIT
6 8 (4.26%) Actionable Recommendations
7 1 (0.53%) IFRS
7 1 (0.53%) IFRS 17
7 1 (0.53%) PCI DSS
7 1 (0.53%) PMO
System Software
1 16 (8.51%) Docker
2 7 (3.72%) Active Directory
Systems Management
1 15 (7.98%) Kubernetes
2 1 (0.53%) Terraform
Vendors
1 63 (33.51%) Microsoft
2 11 (5.85%) Databricks
3 9 (4.79%) Salesforce
3 9 (4.79%) SAP
4 7 (3.72%) Oracle
5 6 (3.19%) Google
6 4 (2.13%) Alteryx
6 4 (2.13%) Informatica
7 3 (1.60%) OpenAI
7 3 (1.60%) Talend
8 2 (1.06%) HubSpot
9 1 (0.53%) Capita
9 1 (0.53%) Citrix
9 1 (0.53%) Civica
9 1 (0.53%) Cognizant
9 1 (0.53%) Dataiku
9 1 (0.53%) Foundry
9 1 (0.53%) Northgate
9 1 (0.53%) Orchard