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 11 April 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Apr 2026
Same period 2025 Same period 2024
Rank 24 18 28
Rank change year-on-year -6 +10 -5
Permanent jobs citing Analytics 1,410 1,316 2,277
As % of all permanent jobs with remote/hybrid work options 8.14% 10.11% 7.19%
As % of the Processes & Methodologies category 9.76% 10.67% 7.85%
Number of salaries quoted 716 752 1,550
10th Percentile £36,625 £31,275 £35,000
25th Percentile £46,276 £44,300 £42,725
Median annual salary (50th Percentile) £64,000 £60,000 £59,556
Median % change year-on-year +6.67% +0.75% -9.73%
75th Percentile £87,500 £87,328 £83,438
90th Percentile £105,000 £103,650 £110,000
UK median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% -7.88%

All Process & 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 14,440 12,333 28,995
As % of all permanent jobs with a WFH option 83.32% 94.79% 91.54%
Number of salaries quoted 10,085 8,884 23,507
10th Percentile £32,250 £32,500 £33,761
25th Percentile £44,972 £46,000 £42,500
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -8.00%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.57%

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 11 April 2026.

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 52 (3.69%) Apache Airflow
2 47 (3.33%) CMS
3 32 (2.27%) Confluence
4 27 (1.91%) Apache Spark
5 24 (1.70%) Apache
6 18 (1.28%) WordPress
7 16 (1.13%) SharePoint
8 14 (0.99%) SAS
9 9 (0.64%) Drupal
10 8 (0.57%) Oracle SOA Suite
11 3 (0.21%) ArcGIS
11 3 (0.21%) Moodle
11 3 (0.21%) Umbraco
12 2 (0.14%) Oracle Application Server
12 2 (0.14%) Palantir Foundry
13 1 (0.071%) Jupyter
13 1 (0.071%) Microsoft Exchange
Applications
1 79 (5.60%) Microsoft Excel
2 76 (5.39%) Microsoft Office
3 30 (2.13%) UserZoom
4 23 (1.63%) Adobe XD
5 9 (0.64%) Microsoft PowerPoint
6 8 (0.57%) InDesign
7 7 (0.50%) Chatbot
8 5 (0.35%) Trello
9 4 (0.28%) Adobe Creative Suite
10 2 (0.14%) Adobe Illustrator
10 2 (0.14%) Microsoft Project
10 2 (0.14%) Photoshop
11 1 (0.071%) Notion
11 1 (0.071%) Oracle Smart View
11 1 (0.071%) Spreadsheet
11 1 (0.071%) SPSS
Business Applications
1 25 (1.77%) Adobe Campaign
2 19 (1.35%) Oracle ERP
3 15 (1.06%) Dynamics CRM
3 15 (1.06%) SAP S/4HANA
4 13 (0.92%) Oracle Assets
4 13 (0.92%) Oracle General Ledger
4 13 (0.92%) Oracle Payables
4 13 (0.92%) Oracle Receivables
5 10 (0.71%) Magento
5 10 (0.71%) Oracle Financials
5 10 (0.71%) Shopify
6 9 (0.64%) Dynamics GP
7 6 (0.43%) NetSuite
8 4 (0.28%) Dynamics AX
8 4 (0.28%) Oracle EBS
8 4 (0.28%) Oracle Procure-to-Pay
9 2 (0.14%) Infor SunSystems
9 2 (0.14%) Salesforce CRM
9 2 (0.14%) SAP FI
9 2 (0.14%) SAP FI/CO
Cloud Services
1 387 (27.45%) Azure
2 225 (15.96%) Power Platform
3 175 (12.41%) Adobe Analytics
4 140 (9.93%) AWS
5 117 (8.30%) Azure Data Factory
6 107 (7.59%) Google Analytics
7 98 (6.95%) Figma
8 96 (6.81%) GCP
9 94 (6.67%) SaaS
10 85 (6.03%) Snowflake
11 84 (5.96%) Azure Synapse Analytics
11 84 (5.96%) Microsoft 365
12 73 (5.18%) GitHub
13 68 (4.82%) Azure DevOps
14 54 (3.83%) Contentsquare
15 45 (3.19%) Entra ID
16 43 (3.05%) dbt
17 34 (2.41%) Azure Monitor
18 31 (2.20%) Amazon S3
19 27 (1.91%) GitHub Actions
Communications & Networking
1 228 (16.17%) Broadband
2 25 (1.77%) CHAP
3 8 (0.57%) TCP/IP
4 7 (0.50%) VPN
5 6 (0.43%) Firewall
6 5 (0.35%) DNS
6 5 (0.35%) Unified Communications
7 4 (0.28%) DHCP
8 3 (0.21%) Modbus
8 3 (0.21%) Network Security
9 1 (0.071%) ATM
9 1 (0.071%) Frame Relay
9 1 (0.071%) LAN
9 1 (0.071%) MPLS
9 1 (0.071%) SMS
9 1 (0.071%) SNMP
9 1 (0.071%) VoIP
9 1 (0.071%) WAN
9 1 (0.071%) Wireshark
Database & Business Intelligence
1 206 (14.61%) Power BI
2 124 (8.79%) Data Warehouse
3 84 (5.96%) Metadata
3 84 (5.96%) SQL Server
4 67 (4.75%) Azure SQL Database
5 63 (4.47%) Data Lake
5 63 (4.47%) Tableau
6 46 (3.26%) BigQuery
7 42 (2.98%) SQL Server Reporting Services
8 38 (2.70%) Looker
9 35 (2.48%) Relational Database
10 29 (2.06%) PostgreSQL
11 28 (1.99%) SQL Server Integration Services
12 22 (1.56%) NoSQL
13 21 (1.49%) Power Query
14 19 (1.35%) Amazon Redshift
15 18 (1.28%) Delta Lake
16 17 (1.21%) Amazon Athena
17 13 (0.92%) Oracle BI Publisher
17 13 (0.92%) Snowflake Schema
Development Applications
1 53 (3.76%) Git
2 44 (3.12%) JIRA
3 36 (2.55%) Jenkins
4 23 (1.63%) Axure RP
4 23 (1.63%) Balsamiq
4 23 (1.63%) TeamCity
5 18 (1.28%) Oracle Forms
6 10 (0.71%) Crashlytics
6 10 (0.71%) XCTest
7 8 (0.57%) MLflow
8 7 (0.50%) GitLab
8 7 (0.50%) Visual Studio
9 5 (0.35%) SQL Server Management Studio (SSMS)
10 3 (0.21%) Browser DevTools
10 3 (0.21%) Storybook
11 2 (0.14%) Oracle APEX
11 2 (0.14%) Selenium
12 1 (0.071%) Cucumber
12 1 (0.071%) ERwin
12 1 (0.071%) PowerDesigner
General
1 491 (34.82%) Social Skills
2 383 (27.16%) Finance
3 302 (21.42%) Analytical Skills
4 209 (14.82%) Marketing
5 174 (12.34%) Games
6 136 (9.65%) Public Sector
7 78 (5.53%) Inclusion and Diversity
8 68 (4.82%) Retail
9 65 (4.61%) Back Office
9 65 (4.61%) Law
10 57 (4.04%) Presentation Skills
11 56 (3.97%) Banking
12 45 (3.19%) Legal
13 35 (2.48%) Organisational Skills
14 33 (2.34%) Financial Institution
15 27 (1.91%) Advertising
16 24 (1.70%) Influencing Skills
17 23 (1.63%) Manufacturing
18 16 (1.13%) Automotive
19 13 (0.92%) Billing
Job Titles
1 220 (15.60%) Senior
2 209 (14.82%) Lead
3 157 (11.13%) Data Engineer
4 130 (9.22%) Analyst
5 117 (8.30%) Architect
6 83 (5.89%) Designer
7 69 (4.89%) Support Engineer
8 60 (4.26%) Desktop Engineer
8 60 (4.26%) Desktop Support
8 60 (4.26%) Desktop Support Engineer
9 57 (4.04%) Developer
10 56 (3.97%) Data Architect
10 56 (3.97%) Site Engineer
11 50 (3.55%) Product Manager
12 47 (3.33%) Senior Manager
13 46 (3.26%) Solutions Architect
14 43 (3.05%) Lead Designer
15 41 (2.91%) Data Analyst
16 40 (2.84%) Data Manager
17 37 (2.62%) Digital Designer
Libraries, Frameworks & Software Standards
1 46 (3.26%) HTML
2 43 (3.05%) PySpark
3 41 (2.91%) CSS
4 39 (2.77%) Kafka
5 28 (1.99%) .NET
5 28 (1.99%) OAuth
6 24 (1.70%) JSON
7 23 (1.63%) Akka
7 23 (1.63%) RESTful
8 21 (1.49%) OAuth2
9 16 (1.13%) Node.js
10 14 (0.99%) .NET Core
10 14 (0.99%) REST
11 12 (0.85%) FastAPI
11 12 (0.85%) React
11 12 (0.85%) TensorFlow
12 11 (0.78%) PyTorch
13 10 (0.71%) SwiftUI
13 10 (0.71%) UIKit
14 9 (0.64%) AngularJS
Miscellaneous
1 230 (16.31%) Social Media
2 99 (7.02%) Product Ownership
3 73 (5.18%) Cloud Native
4 72 (5.11%) Self-Motivation
5 53 (3.76%) Analytical Mindset
6 52 (3.69%) Management Information System
7 49 (3.48%) Over-the-Top Content
8 40 (2.84%) Marketing Technology
8 40 (2.84%) Virtual Team
9 35 (2.48%) Data Structures
10 32 (2.27%) Onboarding
11 30 (2.13%) Algorithms
12 27 (1.91%) Greenfield Project
12 27 (1.91%) Mobile App
13 25 (1.77%) Video\Live Streaming
14 22 (1.56%) Web Conferencing
15 21 (1.49%) Legacy Systems
16 20 (1.42%) Enterprise Software
17 17 (1.21%) Blog
17 17 (1.21%) Distributed Systems
Operating Systems
1 73 (5.18%) Windows
2 60 (4.26%) Windows 10
3 17 (1.21%) Apple iOS
3 17 (1.21%) Linux
4 8 (0.57%) Android
4 8 (0.57%) Unix
5 4 (0.28%) Windows Server
6 3 (0.21%) VMS
7 1 (0.071%) AIX
Processes & Methodologies
1 492 (34.89%) AI
2 405 (28.72%) Agile
3 342 (24.26%) Customer Experience
4 329 (23.33%) Decision-Making
5 303 (21.49%) Roadmaps
6 285 (20.21%) Continuous Improvement
7 279 (19.79%) Business Intelligence
8 265 (18.79%) Data Modelling
9 234 (16.60%) Problem-Solving
10 207 (14.68%) Storytelling
11 205 (14.54%) Data Engineering
12 188 (13.33%) CI/CD
12 188 (13.33%) Data Analytics
12 188 (13.33%) User-Centered Design (UCD)
13 187 (13.26%) ETL
14 183 (12.98%) Product Roadmap
15 174 (12.34%) DevOps
16 171 (12.13%) Data Pipeline
17 170 (12.06%) User Research
18 159 (11.28%) Digital Customer Experience
Programming Languages
1 335 (23.76%) SQL
2 253 (17.94%) Python
3 56 (3.97%) Scala
4 42 (2.98%) Data Analysis Expressions
5 41 (2.91%) Java
6 32 (2.27%) JavaScript
7 31 (2.20%) C#
8 24 (1.70%) Bicep
8 24 (1.70%) T-SQL
9 21 (1.49%) R
10 19 (1.35%) PowerShell
11 18 (1.28%) C++
12 14 (0.99%) Bash
12 14 (0.99%) Go
12 14 (0.99%) TypeScript
13 11 (0.78%) Kotlin
14 10 (0.71%) PL/SQL
14 10 (0.71%) Shell Script
14 10 (0.71%) Swift
15 8 (0.57%) Rust
Qualifications
1 230 (16.31%) Degree
2 142 (10.07%) Security Cleared
3 126 (8.94%) SC Cleared
4 60 (4.26%) CTC Cleared
5 35 (2.48%) Computer Science Degree
6 32 (2.27%) CISA
7 28 (1.99%) CISSP
8 25 (1.77%) CGEIT
8 25 (1.77%) CISM
8 25 (1.77%) FFIEC
8 25 (1.77%) SANS
9 23 (1.63%) Azure Certification
9 23 (1.63%) DBS Check
10 20 (1.42%) Master's Degree
11 18 (1.28%) ACCA
12 15 (1.06%) CIMA
12 15 (1.06%) Microsoft Certification
13 13 (0.92%) PhD
14 12 (0.85%) Six Sigma Green Belt
15 9 (0.64%) DV Cleared
Quality Assurance & Compliance
1 251 (17.80%) Accessibility
2 198 (14.04%) Data Quality
3 92 (6.52%) GDPR
4 83 (5.89%) WCAG
5 63 (4.47%) SLA
6 34 (2.41%) NIST
7 28 (1.99%) Actionable Recommendations
8 26 (1.84%) QA
9 25 (1.77%) COBIT
10 17 (1.21%) ISO/IEC 27001
11 13 (0.92%) ISO 9001
12 12 (0.85%) IFRS
13 9 (0.64%) PCI DSS
13 9 (0.64%) Sarbanes-Oxley
14 6 (0.43%) GAAP
15 3 (0.21%) GRC
16 2 (0.14%) GMP
16 2 (0.14%) IFRS 17
16 2 (0.14%) MiFID
16 2 (0.14%) SOC 2
System Software
1 56 (3.97%) Docker
2 11 (0.78%) Active Directory
3 6 (0.43%) Virtual Machines
4 3 (0.21%) Virtual Desktop
5 2 (0.14%) Firmware
5 2 (0.14%) Hyper-V
5 2 (0.14%) VMware Infrastructure
5 2 (0.14%) VMware NSX
5 2 (0.14%) vSphere
6 1 (0.071%) Slurm Workload Manager
6 1 (0.071%) vCloud
Systems Management
1 86 (6.10%) Terraform
2 63 (4.47%) Kubernetes
3 9 (0.64%) Ansible
4 8 (0.57%) Microsoft Intune
4 8 (0.57%) Single Sign-On
5 7 (0.50%) Prometheus
6 6 (0.43%) Grafana
7 3 (0.21%) Active Directory Federation Services
7 3 (0.21%) Control-M
8 2 (0.14%) Argo
8 2 (0.14%) QRadar
9 1 (0.071%) Ganglia
9 1 (0.071%) ITRS Geneos
9 1 (0.071%) OpenView
9 1 (0.071%) RSA Archer
9 1 (0.071%) SQL Sentry
9 1 (0.071%) Tivoli
Vendors
1 263 (18.65%) Microsoft
2 248 (17.59%) Adobe
3 147 (10.43%) Google
4 104 (7.38%) Databricks
5 66 (4.68%) Cisco
6 57 (4.04%) Oracle
7 44 (3.12%) SAP
8 40 (2.84%) Salesforce
9 18 (1.28%) HubSpot
10 15 (1.06%) Instagram
11 11 (0.78%) Amplitude
11 11 (0.78%) Hootsuite
11 11 (0.78%) Hotjar
11 11 (0.78%) Informatica
11 11 (0.78%) Wrike
12 10 (0.71%) Ab Initio
12 10 (0.71%) Braze
12 10 (0.71%) Pardot
13 9 (0.64%) OpenAI
14 8 (0.57%) Workday