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 3 December 2025, with comparisons to the same periods in the previous two years.

6 months to
3 Dec 2025
Same period 2024 Same period 2023
Rank 27 26 25
Rank change year-on-year -1 -1 +7
Permanent jobs citing Analytics 1,097 1,517 1,700
As % of all permanent jobs with remote/hybrid work options 7.19% 7.96% 8.27%
As % of the Processes & Methodologies category 7.97% 8.75% 8.71%
Number of salaries quoted 649 808 1,247
10th Percentile £36,250 £41,025 £40,000
25th Percentile £45,000 £51,438 £51,900
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 £89,229
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% -

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 13,761 17,334 19,519
As % of all permanent jobs with a WFH option 90.19% 90.95% 94.97%
Number of salaries quoted 8,670 10,474 15,788
10th Percentile £29,475 £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 £78,312 £81,250 £80,250
90th Percentile £99,800 £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 3 December 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 (4.38%) CMS
2 28 (2.55%) WordPress
3 24 (2.19%) Apache Airflow
4 20 (1.82%) Apache Spark
4 20 (1.82%) SharePoint
5 16 (1.46%) Confluence
6 14 (1.28%) Apache
6 14 (1.28%) Oracle SOA Suite
7 10 (0.91%) Headless CMS
8 9 (0.82%) Microsoft Exchange
9 7 (0.64%) Drupal
9 7 (0.64%) SAS
10 5 (0.46%) Umbraco
11 2 (0.18%) Moodle
12 1 (0.091%) ArcGIS
12 1 (0.091%) DNN
12 1 (0.091%) Jupyter
Applications
1 115 (10.48%) Microsoft Excel
2 51 (4.65%) Microsoft Office
3 24 (2.19%) Adobe XD
4 17 (1.55%) Photoshop
5 14 (1.28%) InDesign
5 14 (1.28%) Microsoft PowerPoint
6 8 (0.73%) Adobe Creative Suite
6 8 (0.73%) Spreadsheet
7 7 (0.64%) Adobe Illustrator
8 6 (0.55%) Chatbot
9 5 (0.46%) Adobe Premiere
9 5 (0.46%) Microsoft Project
9 5 (0.46%) Trello
10 4 (0.36%) SketchUp
11 1 (0.091%) MS Visio
11 1 (0.091%) Notion
11 1 (0.091%) Oracle Smart View
11 1 (0.091%) SPSS
Business Applications
1 26 (2.37%) Oracle ERP
1 26 (2.37%) Shopify
2 22 (2.01%) Dynamics CRM
3 16 (1.46%) SAP S/4HANA
4 15 (1.37%) Dynamics GP
5 13 (1.19%) Oracle Assets
5 13 (1.19%) Oracle General Ledger
5 13 (1.19%) Oracle Payables
5 13 (1.19%) Oracle Receivables
6 11 (1.00%) Oracle Financials
7 7 (0.64%) Magento
8 5 (0.46%) NetSuite
8 5 (0.46%) Salesforce CRM
9 4 (0.36%) Adaptiv
10 3 (0.27%) SAP SCM
11 2 (0.18%) Payment Gateway
11 2 (0.18%) SAP CO
11 2 (0.18%) SAP ERP
11 2 (0.18%) SAP FI
11 2 (0.18%) SAP FI/CO
Cloud Services
1 353 (32.18%) Azure
2 243 (22.15%) Power Platform
3 136 (12.40%) AWS
4 111 (10.12%) Google Analytics
5 99 (9.02%) Snowflake
6 90 (8.20%) SaaS
7 78 (7.11%) Azure Data Factory
7 78 (7.11%) Azure DevOps
8 74 (6.75%) Microsoft 365
9 72 (6.56%) GitHub
10 66 (6.02%) GCP
11 65 (5.93%) Azure Synapse Analytics
12 48 (4.38%) dbt
13 47 (4.28%) Entra ID
14 41 (3.74%) Figma
15 37 (3.37%) GitHub Copilot
16 33 (3.01%) Azure Monitor
17 31 (2.83%) Google Ads
18 30 (2.73%) Serverless
19 28 (2.55%) Amazon S3
Communications & Networking
1 17 (1.55%) VPN
2 10 (0.91%) Firewall
2 10 (0.91%) Unified Communications
3 8 (0.73%) Broadband
4 7 (0.64%) DNS
5 6 (0.55%) CHAP
6 5 (0.46%) 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 (0.091%) 4G
10 1 (0.091%) 5G
10 1 (0.091%) DAB
10 1 (0.091%) DHCP
10 1 (0.091%) Ethernet
10 1 (0.091%) Modbus
10 1 (0.091%) SD-WAN
10 1 (0.091%) SMS
10 1 (0.091%) TCP/IP
Database & Business Intelligence
1 228 (20.78%) Power BI
2 144 (13.13%) Data Warehouse
3 99 (9.02%) Tableau
4 62 (5.65%) Data Lake
4 62 (5.65%) SQL Server
5 52 (4.74%) Azure SQL Database
6 46 (4.19%) SQL Server Reporting Services
7 41 (3.74%) Metadata
8 27 (2.46%) SQL Server Integration Services
9 24 (2.19%) Looker
10 23 (2.10%) BigQuery
11 20 (1.82%) Snowflake Schema
12 19 (1.73%) Amazon Redshift
13 15 (1.37%) NoSQL
14 12 (1.09%) Big Data
14 12 (1.09%) Oracle BI Publisher
14 12 (1.09%) PostgreSQL
14 12 (1.09%) Power Query
15 11 (1.00%) DynamoDB
16 10 (0.91%) Amazon Athena
Development Applications
1 57 (5.20%) JIRA
2 32 (2.92%) Git
3 25 (2.28%) Oracle Forms
4 24 (2.19%) Axure RP
4 24 (2.19%) Balsamiq
5 21 (1.91%) Jenkins
6 8 (0.73%) Cypress.io
7 7 (0.64%) 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%) Visual Studio
10 2 (0.18%) SQL Server Management Studio (SSMS)
11 1 (0.091%) JUnit
11 1 (0.091%) Mercurial
11 1 (0.091%) RStudio
11 1 (0.091%) Selenium
11 1 (0.091%) TeamCity
11 1 (0.091%) TestNG
General
1 419 (38.20%) Social Skills
2 385 (35.10%) Finance
3 293 (26.71%) Analytical Skills
4 201 (18.32%) Marketing
5 101 (9.21%) Public Sector
6 87 (7.93%) Inclusion and Diversity
7 71 (6.47%) Retail
8 62 (5.65%) Law
8 62 (5.65%) Presentation Skills
9 55 (5.01%) Manufacturing
10 46 (4.19%) Banking
11 45 (4.10%) Legal
12 38 (3.46%) Organisational Skills
13 26 (2.37%) Back Office
14 22 (2.01%) Advertising
15 21 (1.91%) Financial Institution
16 18 (1.64%) Billing
16 18 (1.64%) Pharmaceutical
17 15 (1.37%) Brand Awareness
17 15 (1.37%) Telecoms
Job Titles
1 182 (16.59%) Senior
2 126 (11.49%) Analyst
3 117 (10.67%) Architect
4 85 (7.75%) Data Engineer
5 83 (7.57%) Lead
6 75 (6.84%) Developer
7 62 (5.65%) Data Architect
8 52 (4.74%) Senior Manager
9 46 (4.19%) Analytics Manager
9 46 (4.19%) Solutions Architect
10 44 (4.01%) Data Analyst
11 36 (3.28%) Designer
12 34 (3.10%) Senior Analytics Manager
13 33 (3.01%) Data Manager
14 32 (2.92%) Cloud Engineer
15 31 (2.83%) Consultant
16 27 (2.46%) Senior Data Engineer
17 25 (2.28%) Business Intelligence Analyst
17 25 (2.28%) Marketing Executive
18 24 (2.19%) Senior Analyst
Libraries, Frameworks & Software Standards
1 49 (4.47%) HTML
2 39 (3.56%) CSS
3 36 (3.28%) OAuth
4 35 (3.19%) RESTful
5 30 (2.73%) JSON
6 29 (2.64%) OAuth2
7 21 (1.91%) Node.js
8 20 (1.82%) Kafka
8 20 (1.82%) SAML
9 18 (1.64%) .NET
10 17 (1.55%) PySpark
11 16 (1.46%) React
12 15 (1.37%) XML
13 14 (1.28%) Pandas
13 14 (1.28%) scikit-learn
14 13 (1.19%) REST
15 11 (1.00%) AngularJS
16 10 (0.91%) TensorFlow
17 9 (0.82%) GraphQL
17 9 (0.82%) SAP Fiori
Miscellaneous
1 80 (7.29%) Self-Motivation
2 77 (7.02%) Cloud Native
3 73 (6.65%) Product Ownership
4 63 (5.74%) Analytical Mindset
5 62 (5.65%) Social Media
6 49 (4.47%) Onboarding
7 35 (3.19%) Management Information System
8 30 (2.73%) Virtual Team
9 29 (2.64%) Algorithms
10 23 (2.10%) Enterprise Software
11 20 (1.82%) Legacy Systems
12 19 (1.73%) Blog
13 16 (1.46%) Web Conferencing
14 13 (1.19%) Reinsurance
15 12 (1.09%) IoT
16 11 (1.00%) Distributed Systems
16 11 (1.00%) Greenfield Project
16 11 (1.00%) Security Posture
17 10 (0.91%) Data Structures
17 10 (0.91%) Hybrid Cloud
Operating Systems
1 54 (4.92%) Windows
2 22 (2.01%) Linux
3 20 (1.82%) Windows 10
4 8 (0.73%) Unix
5 6 (0.55%) Android
6 5 (0.46%) Apple iOS
7 2 (0.18%) VMS
7 2 (0.18%) Windows Server
8 1 (0.091%) Windows Server 2019
Processes & Methodologies
1 305 (27.80%) Business Intelligence
2 294 (26.80%) AI
3 276 (25.16%) Agile
4 266 (24.25%) Problem-Solving
5 264 (24.07%) Decision-Making
6 235 (21.42%) Continuous Improvement
7 198 (18.05%) Data Analytics
8 184 (16.77%) Data Modelling
9 178 (16.23%) DevOps
10 144 (13.13%) Roadmaps
11 140 (12.76%) Machine Learning
12 138 (12.58%) Data Engineering
13 137 (12.49%) ETL
13 137 (12.49%) Visualisation
14 130 (11.85%) CI/CD
15 128 (11.67%) User Experience
16 122 (11.12%) Data Management
17 121 (11.03%) Actionable Insight
18 116 (10.57%) Mentoring
19 114 (10.39%) Data Pipeline
Programming Languages
1 332 (30.26%) SQL
2 257 (23.43%) Python
3 49 (4.47%) PowerShell
4 43 (3.92%) Java
5 41 (3.74%) Data Analysis Expressions
6 37 (3.37%) JavaScript
7 29 (2.64%) R
8 24 (2.19%) Bicep
9 23 (2.10%) Bash
10 22 (2.01%) C#
11 20 (1.82%) PL/SQL
11 20 (1.82%) T-SQL
12 16 (1.46%) Scala
13 14 (1.28%) Shell Script
13 14 (1.28%) TypeScript
14 12 (1.09%) C++
15 5 (0.46%) Go
16 4 (0.36%) Fortran
16 4 (0.36%) Kusto Query Language
17 3 (0.27%) C
Qualifications
1 207 (18.87%) Degree
2 93 (8.48%) Security Cleared
3 83 (7.57%) SC Cleared
4 33 (3.01%) Master's Degree
5 25 (2.28%) DBS Check
6 24 (2.19%) Computer Science Degree
6 24 (2.19%) Microsoft Certification
7 23 (2.10%) CISA
8 21 (1.91%) Azure Certification
9 20 (1.82%) CTC Cleared
10 19 (1.73%) ACCA
10 19 (1.73%) CISSP
11 16 (1.46%) BPSS Clearance
12 14 (1.28%) AWS Certification
13 13 (1.19%) CIMA
13 13 (1.19%) Numerate Degree
14 12 (1.09%) ITIL Certification
14 12 (1.09%) Six Sigma Green Belt
15 11 (1.00%) CISM
16 9 (0.82%) PMP
Quality Assurance & Compliance
1 110 (10.03%) Data Quality
2 97 (8.84%) Accessibility
3 54 (4.92%) GDPR
4 38 (3.46%) ISO/IEC 27001
5 35 (3.19%) WCAG
6 24 (2.19%) SLA
7 21 (1.91%) NIST
8 19 (1.73%) QA
9 14 (1.28%) Actionable Recommendations
10 13 (1.19%) IFRS
11 12 (1.09%) ISO 9001
12 11 (1.00%) COBIT
13 8 (0.73%) Sarbanes-Oxley
14 7 (0.64%) PCI DSS
15 6 (0.55%) GRC
15 6 (0.55%) SOC 2
16 5 (0.46%) ITGC
16 5 (0.46%) PMO
17 2 (0.18%) GAAP
17 2 (0.18%) PERC
System Software
1 19 (1.73%) Docker
1 19 (1.73%) Virtual Desktop
2 17 (1.55%) Active Directory
3 16 (1.46%) Virtual Machines
4 8 (0.73%) VMware Infrastructure
5 7 (0.64%) Hyper-V
6 2 (0.18%) Firmware
7 1 (0.091%) Slurm Workload Manager
7 1 (0.091%) vCloud
7 1 (0.091%) VMware NSX
7 1 (0.091%) vSphere
Systems Management
1 89 (8.11%) Terraform
2 25 (2.28%) Kubernetes
3 21 (1.91%) Microsoft Intune
3 21 (1.91%) Single Sign-On
4 8 (0.73%) Ansible
4 8 (0.73%) SCCM
5 6 (0.55%) Prometheus
6 5 (0.46%) Grafana
6 5 (0.46%) QRadar
6 5 (0.46%) SCOM
7 2 (0.18%) Argo
8 1 (0.091%) AppManager
8 1 (0.091%) Computer Emergency Response Teams
8 1 (0.091%) Computer Incident Response Team
8 1 (0.091%) Failover Clustering
8 1 (0.091%) Ganglia
8 1 (0.091%) ITRS Geneos
8 1 (0.091%) RSA Archer
8 1 (0.091%) SmoothWall
Vendors
1 244 (22.24%) Microsoft
2 160 (14.59%) Google
3 81 (7.38%) Databricks
4 52 (4.74%) Adobe
5 48 (4.38%) Salesforce
6 47 (4.28%) Oracle
7 37 (3.37%) SAP
8 34 (3.10%) Cisco
9 20 (1.82%) Apple
10 19 (1.73%) HubSpot
11 13 (1.19%) Sage
11 13 (1.19%) Zoho
12 12 (1.09%) Alteryx
13 11 (1.00%) Ab Initio
13 11 (1.00%) Autodesk
14 10 (0.91%) VMware
15 9 (0.82%) Ahrefs
15 9 (0.82%) Talend
16 8 (0.73%) Instagram
16 8 (0.73%) ServiceNow