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 vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 227 275 182
Rank change year-on-year +48 -93 +21
Permanent jobs citing Data Analytics 210 246 478
As % of all permanent jobs with a WFH option 1.29% 1.05% 1.95%
As % of the Processes & Methodologies category 1.38% 1.20% 2.04%
Number of salaries quoted 129 149 394
10th Percentile £40,931 £41,250 £37,879
25th Percentile £52,500 £54,439 £51,900
Median annual salary (50th Percentile) £67,500 £65,000 £72,500
Median % change year-on-year +3.85% -10.34% +3.57%
75th Percentile £90,000 £78,750 £87,500
90th Percentile £112,500 £97,500 £103,875
UK median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% -5.09%

All Process and 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 15,185 20,575 23,400
As % of all permanent jobs with a WFH option 93.17% 87.78% 95.29%
Number of salaries quoted 8,609 12,675 19,261
10th Percentile £30,000 £35,500 £37,500
25th Percentile £40,750 £45,000 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £62,500
Median % change year-on-year - -4.00% +1.71%
75th Percentile £78,750 £80,000 £81,250
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £55,000 £57,500 £60,000
% change year-on-year -4.35% -4.17% -

Data Analytics
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Analytics as a proportion of all IT jobs advertised.

Data Analytics trend for jobs with Hybrid/Remote/WFH options

Data Analytics
Salary Trend for Jobs with Hybrid Work Options

Salary distribution trend for jobs with remote work options citing Data Analytics.

Salary distribution trend for jobs with remote work options citing Data Analytics

Data Analytics
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Data Analytics over the 6 months to 18 September 2025.

Data Analytics salary histogram for jobs with a WFH option

Data Analytics
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (3.33%) Apache Spark
2 5 (2.38%) Apache
3 4 (1.90%) SAS
4 1 (0.48%) CMS
4 1 (0.48%) SharePoint
Applications
1 36 (17.14%) Microsoft Excel
2 13 (6.19%) Microsoft Office
3 10 (4.76%) Microsoft Project
4 5 (2.38%) Microsoft PowerPoint
5 2 (0.95%) Spreadsheet
Business Applications
1 4 (1.90%) Salesforce CRM
2 1 (0.48%) Integrated Workplace Management System
2 1 (0.48%) Primavera
2 1 (0.48%) Sparx Enterprise Architect
Cloud Services
1 61 (29.05%) Power Platform
2 44 (20.95%) Azure
3 34 (16.19%) AWS
4 18 (8.57%) GCP
5 16 (7.62%) SaaS
6 11 (5.24%) Amazon S3
7 10 (4.76%) Snowflake
8 9 (4.29%) AWS Lambda
8 9 (4.29%) Serverless
9 7 (3.33%) Amazon CloudWatch
9 7 (3.33%) Amazon EC2
9 7 (3.33%) Virtual Private Cloud
10 6 (2.86%) AWS CloudFormation
11 5 (2.38%) Amazon EMR
11 5 (2.38%) PaaS
11 5 (2.38%) Power Automate
12 4 (1.90%) AWS Step Functions
12 4 (1.90%) Azure Data Factory
12 4 (1.90%) Cloud Computing
12 4 (1.90%) Collibra
Communications & Networking
1 2 (0.95%) Broadband
2 1 (0.48%) Ethernet
2 1 (0.48%) FTP
2 1 (0.48%) Modbus
Database & Business Intelligence
1 60 (28.57%) Power BI
2 33 (15.71%) Tableau
3 19 (9.05%) Data Warehouse
4 12 (5.71%) Data Lake
5 10 (4.76%) MongoDB
6 9 (4.29%) Big Data
6 9 (4.29%) SQL Server Integration Services
7 8 (3.81%) Metadata
7 8 (3.81%) PostgreSQL
7 8 (3.81%) Power Query
7 8 (3.81%) SQL Server Reporting Services
8 7 (3.33%) Amazon Redshift
8 7 (3.33%) Looker
9 6 (2.86%) Data Hub
9 6 (2.86%) Hadoop
9 6 (2.86%) SQL Server
10 5 (2.38%) Amazon Athena
10 5 (2.38%) Microsoft Analysis Services
10 5 (2.38%) SQL Server Analysis Services
11 4 (1.90%) Qlik Sense
Development Applications
1 7 (3.33%) JIRA
2 5 (2.38%) ER Studio
2 5 (2.38%) SQL Server Management Studio (SSMS)
3 4 (1.90%) Git
3 4 (1.90%) Subversion
4 1 (0.48%) RStudio
General
1 91 (43.33%) Social Skills
2 64 (30.48%) Finance
3 56 (26.67%) Analytical Skills
4 28 (13.33%) Banking
5 21 (10.00%) Inclusion and Diversity
6 19 (9.05%) Legal
6 19 (9.05%) Manufacturing
7 18 (8.57%) Retail
8 17 (8.10%) Law
9 15 (7.14%) Marketing
9 15 (7.14%) Public Sector
10 12 (5.71%) Influencing Skills
11 11 (5.24%) Financial Institution
12 6 (2.86%) Aerospace
12 6 (2.86%) Front Office
13 5 (2.38%) Investment Banking
13 5 (2.38%) Organisational Skills
13 5 (2.38%) Presentation Skills
14 4 (1.90%) Advertising
15 3 (1.43%) Publishing
Job Titles
1 43 (20.48%) Analyst
2 26 (12.38%) Senior
3 19 (9.05%) Data Manager
4 18 (8.57%) Data Analyst
5 17 (8.10%) Data Engineer
6 14 (6.67%) Analytics Manager
6 14 (6.67%) Architect
7 12 (5.71%) Lead
8 11 (5.24%) Business Analyst
8 11 (5.24%) Developer
9 10 (4.76%) Consultant
9 10 (4.76%) Data Consultant
9 10 (4.76%) Project Engineer
10 9 (4.29%) Development Manager
11 8 (3.81%) Auditor
11 8 (3.81%) Data Analytics Manager
11 8 (3.81%) Internal Auditor
11 8 (3.81%) Project Manager
12 7 (3.33%) Java Development Manager
12 7 (3.33%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (5.71%) Kafka
2 10 (4.76%) React
3 6 (2.86%) Middleware
4 5 (2.38%) PyXLL
4 5 (2.38%) Web Services
5 3 (1.43%) AngularJS
5 3 (1.43%) EDI
5 3 (1.43%) RabbitMQ
6 2 (0.95%) CSS
6 2 (0.95%) HTML
6 2 (0.95%) Hugging Face
6 2 (0.95%) Node.js
6 2 (0.95%) Nuxt
6 2 (0.95%) PySpark
6 2 (0.95%) Regular Expression
6 2 (0.95%) REST
6 2 (0.95%) Vue
6 2 (0.95%) XML
7 1 (0.48%) FastAPI
7 1 (0.48%) Plotly
Miscellaneous
1 16 (7.62%) Management Information System
2 9 (4.29%) Product Ownership
3 8 (3.81%) Algorithms
3 8 (3.81%) Augmented Reality
3 8 (3.81%) Legacy Systems
4 6 (2.86%) Onboarding
5 5 (2.38%) Enterprise Software
5 5 (2.38%) Robotics
6 4 (1.90%) Data Structures
6 4 (1.90%) IoT
7 3 (1.43%) Cloud Native
7 3 (1.43%) Distributed Systems
7 3 (1.43%) Educational Technology
7 3 (1.43%) Smart City
7 3 (1.43%) Social Media
7 3 (1.43%) Virtual Reality
8 2 (0.95%) Data Protection Act
8 2 (0.95%) Foreign Exchange (FX)
8 2 (0.95%) Smart Home
8 2 (0.95%) Virtual Team
Operating Systems
1 6 (2.86%) Linux
2 5 (2.38%) Windows
3 4 (1.90%) Unix
4 1 (0.48%) zOS
Processes & Methodologies
1 210 (100.00%) Analytics
2 73 (34.76%) Business Intelligence
3 57 (27.14%) Artificial Intelligence
4 53 (25.24%) Decision-Making
5 50 (23.81%) Agile
6 45 (21.43%) Problem-Solving
7 40 (19.05%) Data Management
8 39 (18.57%) Data Analysis
9 33 (15.71%) Data Modelling
9 33 (15.71%) Visualisation
10 32 (15.24%) Data Governance
11 30 (14.29%) Data-Driven Decision Making
11 30 (14.29%) Roadmaps
12 28 (13.33%) Data Science
13 27 (12.86%) Project Management
14 25 (11.90%) Actionable Insight
15 24 (11.43%) Continuous Improvement
15 24 (11.43%) Data Visualisation
15 24 (11.43%) Stakeholder Management
16 23 (10.95%) Cybersecurity
Programming Languages
1 69 (32.86%) SQL
2 65 (30.95%) Python
3 24 (11.43%) R
4 14 (6.67%) Java
5 9 (4.29%) C#
5 9 (4.29%) JavaScript
6 8 (3.81%) C++
7 6 (2.86%) Data Analysis Expressions
8 5 (2.38%) Scala
9 4 (1.90%) Fortran
9 4 (1.90%) Julia
9 4 (1.90%) PL/SQL
9 4 (1.90%) VBA
10 3 (1.43%) Bash
10 3 (1.43%) C
10 3 (1.43%) Google Apps Script
10 3 (1.43%) MATLAB
10 3 (1.43%) PowerShell
10 3 (1.43%) Tcl
11 1 (0.48%) Groovy
Qualifications
1 52 (24.76%) Degree
2 21 (10.00%) Security Cleared
3 18 (8.57%) SC Cleared
4 16 (7.62%) Master's Degree
5 9 (4.29%) ACCA
6 8 (3.81%) CISA
7 6 (2.86%) BPSS Clearance
7 6 (2.86%) CISSP
8 5 (2.38%) Computer Science Degree
8 5 (2.38%) Microsoft Certification
8 5 (2.38%) PMI Certification
8 5 (2.38%) PMP
9 4 (1.90%) AWS Certification
9 4 (1.90%) CIMA
9 4 (1.90%) DBS Check
9 4 (1.90%) SAP Certification
10 3 (1.43%) PhD
11 2 (0.95%) AWS Certified Developer
11 2 (0.95%) CITP
12 1 (0.48%) Numerate Degree
Quality Assurance & Compliance
1 28 (13.33%) Data Quality
2 10 (4.76%) QA
3 8 (3.81%) GDPR
4 7 (3.33%) Accessibility
4 7 (3.33%) ISO/IEC 27001
5 6 (2.86%) Def Stans
6 5 (2.38%) Actionable Recommendations
6 5 (2.38%) Sarbanes-Oxley
7 3 (1.43%) PMO
8 2 (0.95%) PCI DSS
8 2 (0.95%) SOC 2
9 1 (0.48%) HIPAA
9 1 (0.48%) IFRS
9 1 (0.48%) MiFID
System Software
1 2 (0.95%) Docker
1 2 (0.95%) Firmware
1 2 (0.95%) VMware Infrastructure
2 1 (0.48%) Job Entry Subsystem
2 1 (0.48%) Time Sharing Option
Systems Management
1 6 (2.86%) Terraform
2 4 (1.90%) Kubernetes
3 1 (0.48%) Nessus
3 1 (0.48%) Single Sign-On
Vendors
1 58 (27.62%) Microsoft
2 26 (12.38%) Google
3 14 (6.67%) SAP
4 11 (5.24%) Databricks
5 9 (4.29%) VMware
6 8 (3.81%) Cisco
7 6 (2.86%) Salesforce
7 6 (2.86%) Teradata
8 5 (2.38%) Alteryx
9 4 (1.90%) Adobe
9 4 (1.90%) Oracle
9 4 (1.90%) TikTok
10 2 (0.95%) Cloudera
10 2 (0.95%) IBM
10 2 (0.95%) OpenAI
10 2 (0.95%) Talend
11 1 (0.48%) Allen-Bradley
11 1 (0.48%) BiZZdesign
11 1 (0.48%) ServiceNow
11 1 (0.48%) Sparx