Hybrid/Remote Analytics Job Trends

Analytics
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Analytics skills. It covers permanent job vacancies from the 6 months leading up to 28 November 2025, with comparisons to the same periods in the previous two years.

6 months to
28 Nov 2025
Same period 2024 Same period 2023
Rank 26 29 25
Rank change year-on-year +3 -4 +7
Permanent jobs citing Analytics 1,111 1,533 1,744
As % of all permanent jobs with remote/hybrid work options 7.27% 7.72% 8.35%
As % of the Processes & Methodologies category 8.00% 8.56% 8.79%
Number of salaries quoted 663 822 1,282
10th Percentile £36,250 £41,250 £40,000
25th Percentile £45,000 £51,813 £52,000
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% -
75th Percentile £87,500 £92,500 £88,968
90th Percentile £110,000 £115,000 £113,750
UK median annual salary £62,500 £70,000 £65,000
% change year-on-year -10.71% +7.69% -1.37%

All Process and Methodology Skills
Work from Home

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 13,887 17,901 19,845
As % of all permanent jobs with a WFH option 90.86% 90.19% 94.96%
Number of salaries quoted 8,778 10,780 16,075
10th Percentile £29,500 £36,250 £36,500
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,438
90th Percentile £97,500 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

Analytics
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Analytics and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Analytics job vacancy trend for remote/hybrid jobs

Analytics
Salary Trend for Remote/Hybrid Jobs

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

Salary distribution trend for jobs with remote/hybrid work options citing Analytics

Analytics
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Analytics over the 6 months to 28 November 2025.

Analytics salary histogram for jobs with remote/hybrid work options

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 48 (4.32%) CMS
2 32 (2.88%) WordPress
3 22 (1.98%) Apache Airflow
4 21 (1.89%) SharePoint
5 20 (1.80%) Apache Spark
6 15 (1.35%) Confluence
7 14 (1.26%) Apache
8 12 (1.08%) Oracle SOA Suite
9 10 (0.90%) Headless CMS
10 9 (0.81%) Microsoft Exchange
11 8 (0.72%) Drupal
12 7 (0.63%) SAS
13 5 (0.45%) Umbraco
14 2 (0.18%) Moodle
15 1 (0.090%) ArcGIS
15 1 (0.090%) DNN
15 1 (0.090%) Jupyter
15 1 (0.090%) Oracle Workflow
Applications
1 117 (10.53%) Microsoft Excel
2 52 (4.68%) Microsoft Office
3 27 (2.43%) Adobe XD
4 20 (1.80%) Photoshop
5 14 (1.26%) InDesign
5 14 (1.26%) Microsoft PowerPoint
6 10 (0.90%) Adobe Illustrator
7 8 (0.72%) Adobe Creative Suite
7 8 (0.72%) Spreadsheet
8 6 (0.54%) Microsoft Project
9 5 (0.45%) Adobe Premiere
9 5 (0.45%) Chatbot
9 5 (0.45%) Trello
10 4 (0.36%) SketchUp
11 1 (0.090%) MS Visio
11 1 (0.090%) Notion
11 1 (0.090%) SPSS
Business Applications
1 26 (2.34%) Shopify
2 22 (1.98%) Dynamics CRM
3 21 (1.89%) Oracle ERP
4 17 (1.53%) SAP S/4HANA
5 15 (1.35%) Dynamics GP
6 11 (0.99%) Oracle Assets
6 11 (0.99%) Oracle General Ledger
6 11 (0.99%) Oracle Payables
6 11 (0.99%) Oracle Receivables
7 9 (0.81%) Oracle Financials
8 8 (0.72%) Magento
9 6 (0.54%) Adaptiv
9 6 (0.54%) NetSuite
9 6 (0.54%) Salesforce CRM
10 4 (0.36%) SAP SCM
11 3 (0.27%) Payment Gateway
12 2 (0.18%) SAP CO
12 2 (0.18%) SAP ERP
12 2 (0.18%) SAP FI
12 2 (0.18%) SAP SD
Cloud Services
1 349 (31.41%) Azure
2 246 (22.14%) Power Platform
3 134 (12.06%) AWS
4 116 (10.44%) Google Analytics
5 96 (8.64%) Snowflake
6 92 (8.28%) SaaS
7 78 (7.02%) Azure Data Factory
8 74 (6.66%) Microsoft 365
9 73 (6.57%) Azure DevOps
10 67 (6.03%) GitHub
11 65 (5.85%) Azure Synapse Analytics
11 65 (5.85%) GCP
12 47 (4.23%) Entra ID
13 46 (4.14%) dbt
14 41 (3.69%) Figma
15 34 (3.06%) Google Ads
16 33 (2.97%) GitHub Copilot
17 31 (2.79%) Azure Monitor
17 31 (2.79%) Serverless
18 27 (2.43%) PaaS
Communications & Networking
1 17 (1.53%) VPN
2 10 (0.90%) Firewall
2 10 (0.90%) Unified Communications
3 8 (0.72%) Broadband
4 7 (0.63%) DNS
5 6 (0.54%) CHAP
6 5 (0.45%) Network Security
7 4 (0.36%) Wireshark
8 3 (0.27%) Intrusion Detection
9 2 (0.18%) SAN
9 2 (0.18%) WAN
10 1 (0.090%) 4G
10 1 (0.090%) 5G
10 1 (0.090%) DAB
10 1 (0.090%) DHCP
10 1 (0.090%) Ethernet
10 1 (0.090%) FTP
10 1 (0.090%) Modbus
10 1 (0.090%) SMS
10 1 (0.090%) TCP/IP
Database & Business Intelligence
1 229 (20.61%) Power BI
2 143 (12.87%) Data Warehouse
3 101 (9.09%) Tableau
4 66 (5.94%) SQL Server
5 60 (5.40%) Data Lake
6 52 (4.68%) Azure SQL Database
7 46 (4.14%) SQL Server Reporting Services
8 40 (3.60%) Metadata
9 25 (2.25%) SQL Server Integration Services
10 24 (2.16%) Looker
11 23 (2.07%) BigQuery
12 19 (1.71%) Amazon Redshift
12 19 (1.71%) Snowflake Schema
13 14 (1.26%) NoSQL
13 14 (1.26%) PostgreSQL
14 12 (1.08%) Big Data
14 12 (1.08%) Power Query
15 11 (0.99%) DynamoDB
16 10 (0.90%) Amazon Athena
17 9 (0.81%) Oracle BI Publisher
Development Applications
1 53 (4.77%) JIRA
2 34 (3.06%) Git
3 24 (2.16%) Axure RP
3 24 (2.16%) Balsamiq
4 21 (1.89%) Oracle Forms
5 20 (1.80%) Jenkins
6 8 (0.72%) Cypress.io
7 7 (0.63%) ER Studio
8 4 (0.36%) ERwin
8 4 (0.36%) GitLab
8 4 (0.36%) PowerDesigner
9 3 (0.27%) Bazaar
9 3 (0.27%) SQL Server Management Studio (SSMS)
9 3 (0.27%) Visual Studio
10 1 (0.090%) JUnit
10 1 (0.090%) Mercurial
10 1 (0.090%) RStudio
10 1 (0.090%) Selenium
10 1 (0.090%) TeamCity
10 1 (0.090%) TestNG
General
1 433 (38.97%) Social Skills
2 387 (34.83%) Finance
3 301 (27.09%) Analytical Skills
4 203 (18.27%) Marketing
5 102 (9.18%) Public Sector
6 89 (8.01%) Inclusion and Diversity
7 71 (6.39%) Retail
8 64 (5.76%) Law
9 62 (5.58%) Presentation Skills
10 54 (4.86%) Manufacturing
11 51 (4.59%) Banking
12 48 (4.32%) Legal
13 38 (3.42%) Organisational Skills
14 25 (2.25%) Back Office
15 23 (2.07%) Financial Institution
16 22 (1.98%) Advertising
17 20 (1.80%) Pharmaceutical
18 19 (1.71%) Billing
19 17 (1.53%) Front Office
20 16 (1.44%) Influencing Skills
Job Titles
1 180 (16.20%) Senior
2 133 (11.97%) Analyst
3 115 (10.35%) Architect
4 85 (7.65%) Lead
5 84 (7.56%) Developer
6 82 (7.38%) Data Engineer
7 60 (5.40%) Data Architect
8 52 (4.68%) Senior Manager
9 47 (4.23%) Analytics Manager
10 45 (4.05%) Data Analyst
10 45 (4.05%) Solutions Architect
11 36 (3.24%) Designer
12 34 (3.06%) Senior Analytics Manager
13 33 (2.97%) Data Manager
14 32 (2.88%) Consultant
15 30 (2.70%) Cloud Engineer
16 27 (2.43%) Senior Data Engineer
17 26 (2.34%) Marketing Executive
18 25 (2.25%) Business Intelligence Analyst
19 23 (2.07%) Senior Developer
Libraries, Frameworks & Software Standards
1 57 (5.13%) HTML
2 45 (4.05%) CSS
3 32 (2.88%) OAuth
3 32 (2.88%) RESTful
4 29 (2.61%) JSON
5 25 (2.25%) OAuth2
6 24 (2.16%) Node.js
7 20 (1.80%) .NET
7 20 (1.80%) Kafka
8 19 (1.71%) React
9 18 (1.62%) SAML
10 17 (1.53%) REST
11 16 (1.44%) Pandas
11 16 (1.44%) PySpark
11 16 (1.44%) XML
12 14 (1.26%) scikit-learn
13 13 (1.17%) AngularJS
14 10 (0.90%) Middleware
14 10 (0.90%) SAP Fiori
15 9 (0.81%) TensorFlow
Miscellaneous
1 81 (7.29%) Self-Motivation
2 73 (6.57%) Cloud Native
2 73 (6.57%) Product Ownership
3 65 (5.85%) Analytical Mindset
4 64 (5.76%) Social Media
5 49 (4.41%) Onboarding
6 37 (3.33%) Management Information System
7 30 (2.70%) Virtual Team
8 29 (2.61%) Algorithms
9 21 (1.89%) Enterprise Software
10 20 (1.80%) Legacy Systems
11 19 (1.71%) Blog
12 16 (1.44%) Web Conferencing
13 13 (1.17%) Credit Risk
13 13 (1.17%) Reinsurance
14 12 (1.08%) Distributed Systems
14 12 (1.08%) IoT
15 11 (0.99%) Greenfield Project
15 11 (0.99%) Security Posture
16 10 (0.90%) Hybrid Cloud
Operating Systems
1 53 (4.77%) Windows
2 22 (1.98%) Linux
3 20 (1.80%) Windows 10
4 8 (0.72%) Unix
5 7 (0.63%) Android
6 6 (0.54%) Apple iOS
7 2 (0.18%) Windows Server
8 1 (0.090%) VMS
8 1 (0.090%) Windows Server 2019
Processes & Methodologies
1 305 (27.45%) Business Intelligence
2 293 (26.37%) AI
3 279 (25.11%) Agile
4 275 (24.75%) Decision-Making
5 268 (24.12%) Problem-Solving
6 238 (21.42%) Continuous Improvement
7 205 (18.45%) Data Analytics
8 179 (16.11%) Data Modelling
9 171 (15.39%) DevOps
10 147 (13.23%) Roadmaps
11 143 (12.87%) Machine Learning
12 141 (12.69%) Visualisation
13 136 (12.24%) Data Engineering
14 133 (11.97%) User Experience
15 131 (11.79%) ETL
16 125 (11.25%) Actionable Insight
17 124 (11.16%) Data Management
18 121 (10.89%) CI/CD
19 119 (10.71%) Mentoring
20 114 (10.26%) CRM
Programming Languages
1 332 (29.88%) SQL
2 258 (23.22%) Python
3 50 (4.50%) PowerShell
4 47 (4.23%) JavaScript
5 45 (4.05%) Java
6 41 (3.69%) Data Analysis Expressions
7 30 (2.70%) R
8 23 (2.07%) Bash
8 23 (2.07%) C#
9 22 (1.98%) Bicep
10 19 (1.71%) T-SQL
11 18 (1.62%) PL/SQL
12 17 (1.53%) Scala
13 16 (1.44%) TypeScript
14 12 (1.08%) C++
14 12 (1.08%) Shell Script
15 7 (0.63%) PHP
16 5 (0.45%) Go
17 4 (0.36%) Fortran
17 4 (0.36%) Kusto Query Language
Qualifications
1 217 (19.53%) Degree
2 90 (8.10%) Security Cleared
3 81 (7.29%) SC Cleared
4 34 (3.06%) Master's Degree
5 26 (2.34%) Computer Science Degree
5 26 (2.34%) DBS Check
6 23 (2.07%) CISA
6 23 (2.07%) Microsoft Certification
7 20 (1.80%) Azure Certification
7 20 (1.80%) CTC Cleared
8 19 (1.71%) ACCA
8 19 (1.71%) CISSP
9 16 (1.44%) BPSS Clearance
10 14 (1.26%) AWS Certification
10 14 (1.26%) ITIL Certification
10 14 (1.26%) Numerate Degree
11 13 (1.17%) CIMA
11 13 (1.17%) PMP
12 12 (1.08%) Six Sigma Green Belt
13 11 (0.99%) CISM
Quality Assurance & Compliance
1 106 (9.54%) Data Quality
2 98 (8.82%) Accessibility
3 54 (4.86%) GDPR
4 39 (3.51%) ISO/IEC 27001
5 34 (3.06%) WCAG
6 24 (2.16%) SLA
7 21 (1.89%) NIST
8 19 (1.71%) QA
9 14 (1.26%) Actionable Recommendations
10 13 (1.17%) IFRS
11 12 (1.08%) ISO 9001
12 11 (0.99%) COBIT
13 8 (0.72%) Sarbanes-Oxley
14 7 (0.63%) PCI DSS
15 6 (0.54%) GRC
15 6 (0.54%) SOC 2
16 5 (0.45%) ITGC
16 5 (0.45%) PMO
17 2 (0.18%) GAAP
17 2 (0.18%) PERC
System Software
1 19 (1.71%) Virtual Desktop
2 17 (1.53%) Active Directory
3 16 (1.44%) Docker
3 16 (1.44%) Virtual Machines
4 8 (0.72%) VMware Infrastructure
5 7 (0.63%) Hyper-V
6 2 (0.18%) Firmware
7 1 (0.090%) Slurm Workload Manager
7 1 (0.090%) vCloud
Systems Management
1 84 (7.56%) Terraform
2 22 (1.98%) Kubernetes
3 21 (1.89%) Microsoft Intune
4 19 (1.71%) Single Sign-On
5 8 (0.72%) SCCM
6 7 (0.63%) Ansible
7 6 (0.54%) Prometheus
8 5 (0.45%) Grafana
8 5 (0.45%) QRadar
8 5 (0.45%) SCOM
9 2 (0.18%) Argo
10 1 (0.090%) AppManager
10 1 (0.090%) Computer Emergency Response Teams
10 1 (0.090%) Computer Incident Response Team
10 1 (0.090%) Failover Clustering
10 1 (0.090%) Ganglia
10 1 (0.090%) ITRS Geneos
10 1 (0.090%) RSA Archer
10 1 (0.090%) SmoothWall
Vendors
1 249 (22.41%) Microsoft
2 168 (15.12%) Google
3 79 (7.11%) Databricks
4 55 (4.95%) Adobe
5 50 (4.50%) Salesforce
6 43 (3.87%) Oracle
7 39 (3.51%) SAP
8 34 (3.06%) Cisco
9 23 (2.07%) HubSpot
10 20 (1.80%) Apple
11 13 (1.17%) Sage
11 13 (1.17%) Zoho
12 12 (1.08%) Alteryx
13 11 (0.99%) Autodesk
14 10 (0.90%) Murex
14 10 (0.90%) ServiceNow
15 9 (0.81%) Ab Initio
15 9 (0.81%) Instagram
15 9 (0.81%) Talend
15 9 (0.81%) VMware