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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 24 19 29
Rank change year-on-year -5 +10 -6
Permanent jobs citing Analytics 1,424 1,328 2,310
As % of all permanent jobs with remote/hybrid work options 7.95% 9.92% 7.11%
As % of the Processes & Methodologies category 9.57% 10.48% 7.77%
Number of salaries quoted 711 755 1,546
10th Percentile £36,250 £31,250 £35,000
25th Percentile £46,513 £44,000 £42,725
Median annual salary (50th Percentile) £64,000 £60,000 £59,556
Median % change year-on-year +6.67% +0.75% -10.58%
75th Percentile £87,500 £87,385 £82,500
90th Percentile £105,000 £103,350 £110,000
UK median annual salary £65,000 £66,367 £60,000
% change year-on-year -2.06% +10.61% -7.69%

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 14,887 12,677 29,712
As % of all permanent jobs with a WFH option 83.14% 94.72% 91.47%
Number of salaries quoted 10,419 8,968 23,636
10th Percentile £32,500 £32,000 £33,750
25th Percentile £45,000 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £61,206 £57,500
Median % change year-on-year -1.97% +6.45% -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 23 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 56 (3.93%) CMS
2 48 (3.37%) Apache Airflow
3 38 (2.67%) Confluence
4 29 (2.04%) Apache Spark
5 25 (1.76%) Apache
6 22 (1.54%) WordPress
7 16 (1.12%) SharePoint
8 10 (0.70%) Drupal
9 9 (0.63%) SAS
10 8 (0.56%) 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 (0.070%) Microsoft Exchange
Applications
1 73 (5.13%) Microsoft Office
2 66 (4.63%) Microsoft Excel
3 30 (2.11%) UserZoom
4 23 (1.62%) Adobe XD
5 8 (0.56%) Microsoft PowerPoint
6 7 (0.49%) Chatbot
7 6 (0.42%) Adobe Creative Suite
8 5 (0.35%) InDesign
9 3 (0.21%) Trello
10 2 (0.14%) Adobe Illustrator
10 2 (0.14%) Microsoft Project
10 2 (0.14%) Photoshop
11 1 (0.070%) Notion
11 1 (0.070%) Oracle Smart View
11 1 (0.070%) Spreadsheet
11 1 (0.070%) SPSS
Business Applications
1 28 (1.97%) Adobe Campaign
2 18 (1.26%) Oracle ERP
3 15 (1.05%) Dynamics CRM
3 15 (1.05%) SAP S/4HANA
4 11 (0.77%) Oracle Assets
4 11 (0.77%) Oracle General Ledger
4 11 (0.77%) Oracle Payables
4 11 (0.77%) Oracle Receivables
5 10 (0.70%) Magento
6 9 (0.63%) Dynamics GP
6 9 (0.63%) Oracle Financials
6 9 (0.63%) Shopify
7 6 (0.42%) 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
1 380 (26.69%) Azure
2 210 (14.75%) Power Platform
3 194 (13.62%) Adobe Analytics
4 142 (9.97%) AWS
5 115 (8.08%) Figma
6 112 (7.87%) Azure Data Factory
6 112 (7.87%) Google Analytics
7 91 (6.39%) GCP
7 91 (6.39%) SaaS
8 80 (5.62%) Azure Synapse Analytics
9 77 (5.41%) Microsoft 365
10 74 (5.20%) Snowflake
11 70 (4.92%) GitHub
12 67 (4.71%) Azure DevOps
13 63 (4.42%) Contentsquare
14 46 (3.23%) Entra ID
15 39 (2.74%) dbt
16 32 (2.25%) Azure Monitor
17 30 (2.11%) Amazon S3
18 29 (2.04%) GitHub Actions
Communications & Networking
1 250 (17.56%) Broadband
2 26 (1.83%) CHAP
3 8 (0.56%) TCP/IP
4 7 (0.49%) Unified Communications
5 6 (0.42%) DNS
5 6 (0.42%) Firewall
6 5 (0.35%) VPN
7 4 (0.28%) DHCP
8 3 (0.21%) Modbus
9 1 (0.070%) 4G
9 1 (0.070%) ATM
9 1 (0.070%) Frame Relay
9 1 (0.070%) LAN
9 1 (0.070%) MPLS
9 1 (0.070%) Network Security
9 1 (0.070%) SMS
9 1 (0.070%) SNMP
9 1 (0.070%) SSL
9 1 (0.070%) VoIP
9 1 (0.070%) WAN
Database & Business Intelligence
1 190 (13.34%) Power BI
2 111 (7.79%) Data Warehouse
3 87 (6.11%) Metadata
4 79 (5.55%) SQL Server
5 63 (4.42%) Azure SQL Database
6 58 (4.07%) Data Lake
7 52 (3.65%) Tableau
8 44 (3.09%) BigQuery
9 39 (2.74%) Looker
10 38 (2.67%) SQL Server Reporting Services
11 37 (2.60%) Relational Database
12 32 (2.25%) PostgreSQL
13 24 (1.69%) SQL Server Integration Services
14 22 (1.54%) NoSQL
15 18 (1.26%) Amazon Redshift
16 17 (1.19%) Delta Lake
17 16 (1.12%) Amazon Athena
17 16 (1.12%) Power Query
18 14 (0.98%) Star Schema
19 12 (0.84%) Oracle BI Publisher
Development Applications
1 55 (3.86%) Git
2 40 (2.81%) JIRA
3 36 (2.53%) Jenkins
4 23 (1.62%) Axure RP
4 23 (1.62%) Balsamiq
4 23 (1.62%) TeamCity
5 17 (1.19%) Oracle Forms
6 11 (0.77%) Crashlytics
6 11 (0.77%) XCTest
7 9 (0.63%) MLflow
8 6 (0.42%) GitLab
9 5 (0.35%) SQL Server Management Studio (SSMS)
9 5 (0.35%) Visual Studio
10 4 (0.28%) Browser DevTools
11 3 (0.21%) Storybook
12 2 (0.14%) Oracle APEX
12 2 (0.14%) Selenium
13 1 (0.070%) Cucumber
13 1 (0.070%) GCC
13 1 (0.070%) PHPUnit
General
1 485 (34.06%) Social Skills
2 376 (26.40%) Finance
3 294 (20.65%) Analytical Skills
4 217 (15.24%) Marketing
5 193 (13.55%) Games
6 137 (9.62%) Public Sector
7 75 (5.27%) Inclusion and Diversity
8 65 (4.56%) Back Office
8 65 (4.56%) Law
9 64 (4.49%) Retail
10 57 (4.00%) Presentation Skills
11 56 (3.93%) Banking
12 52 (3.65%) Legal
13 38 (2.67%) Organisational Skills
14 34 (2.39%) Financial Institution
15 32 (2.25%) Influencing Skills
16 30 (2.11%) Advertising
17 20 (1.40%) Manufacturing
18 16 (1.12%) Automotive
19 14 (0.98%) Brand Awareness
Job Titles
1 224 (15.73%) Lead
1 224 (15.73%) Senior
2 160 (11.24%) Data Engineer
3 119 (8.36%) Analyst
4 118 (8.29%) Architect
5 89 (6.25%) Designer
6 70 (4.92%) Support Engineer
7 62 (4.35%) Product Manager
8 60 (4.21%) Desktop Engineer
8 60 (4.21%) Desktop Support
8 60 (4.21%) Desktop Support Engineer
9 56 (3.93%) Site Engineer
10 53 (3.72%) Data Architect
11 51 (3.58%) Senior Manager
12 49 (3.44%) Developer
12 49 (3.44%) Lead Designer
13 48 (3.37%) Solutions Architect
14 43 (3.02%) Digital Designer
15 40 (2.81%) Data Manager
16 35 (2.46%) Data Analyst
Libraries, Frameworks & Software Standards
1 46 (3.23%) HTML
1 46 (3.23%) PySpark
2 41 (2.88%) CSS
3 39 (2.74%) Kafka
4 28 (1.97%) .NET
5 27 (1.90%) OAuth
6 23 (1.62%) Akka
7 22 (1.54%) RESTful
8 20 (1.40%) JSON
8 20 (1.40%) OAuth2
9 18 (1.26%) Node.js
10 14 (0.98%) .NET Core
10 14 (0.98%) React
10 14 (0.98%) REST
11 13 (0.91%) FastAPI
12 12 (0.84%) TensorFlow
13 11 (0.77%) PyTorch
13 11 (0.77%) SwiftUI
13 11 (0.77%) UIKit
14 9 (0.63%) LangChain
Miscellaneous
1 238 (16.71%) Social Media
2 100 (7.02%) Product Ownership
3 72 (5.06%) Self-Motivation
4 67 (4.71%) Cloud Native
5 54 (3.79%) Analytical Mindset
5 54 (3.79%) Management Information System
6 52 (3.65%) Over-the-Top Content
7 43 (3.02%) Marketing Technology
8 40 (2.81%) Virtual Team
9 34 (2.39%) Data Structures
10 32 (2.25%) Algorithms
11 28 (1.97%) Greenfield Project
12 27 (1.90%) Mobile App
12 27 (1.90%) Onboarding
13 25 (1.76%) Video\Live Streaming
14 22 (1.54%) Blog
15 21 (1.47%) Legacy Systems
15 21 (1.47%) Web Conferencing
16 20 (1.40%) Enterprise Software
17 17 (1.19%) Distributed Systems
Operating Systems
1 72 (5.06%) Windows
2 60 (4.21%) Windows 10
3 17 (1.19%) Apple iOS
3 17 (1.19%) Linux
4 7 (0.49%) Android
5 6 (0.42%) Unix
6 5 (0.35%) Windows Server
7 3 (0.21%) VMS
8 1 (0.070%) AIX
Processes & Methodologies
1 511 (35.88%) AI
2 423 (29.71%) Agile
3 363 (25.49%) Customer Experience
4 330 (23.17%) Decision-Making
5 329 (23.10%) Roadmaps
6 284 (19.94%) Continuous Improvement
7 263 (18.47%) Business Intelligence
8 261 (18.33%) Data Modelling
9 229 (16.08%) Problem-Solving
10 224 (15.73%) Storytelling
11 210 (14.75%) User-Centered Design (UCD)
12 204 (14.33%) Data Engineering
13 203 (14.26%) Product Roadmap
14 189 (13.27%) CI/CD
15 181 (12.71%) User Research
16 180 (12.64%) ETL
17 178 (12.50%) Digital Customer Experience
18 177 (12.43%) Data Analytics
19 175 (12.29%) Data Pipeline
20 168 (11.80%) DevOps
Programming Languages
1 321 (22.54%) SQL
2 253 (17.77%) Python
3 57 (4.00%) Scala
4 42 (2.95%) Data Analysis Expressions
5 41 (2.88%) Java
6 33 (2.32%) C#
7 31 (2.18%) JavaScript
8 24 (1.69%) Bicep
9 20 (1.40%) T-SQL
10 19 (1.33%) PowerShell
10 19 (1.33%) R
11 16 (1.12%) C++
12 15 (1.05%) TypeScript
13 14 (0.98%) Bash
13 14 (0.98%) Go
14 12 (0.84%) Kotlin
15 11 (0.77%) Swift
16 10 (0.70%) Shell Script
17 9 (0.63%) PL/SQL
18 8 (0.56%) Rust
Qualifications
1 219 (15.38%) Degree
2 146 (10.25%) Security Cleared
3 128 (8.99%) SC Cleared
4 60 (4.21%) CTC Cleared
5 31 (2.18%) CISA
5 31 (2.18%) Computer Science Degree
6 27 (1.90%) CISSP
7 26 (1.83%) CGEIT
7 26 (1.83%) CISM
7 26 (1.83%) FFIEC
7 26 (1.83%) SANS
8 25 (1.76%) Azure Certification
9 22 (1.54%) DBS Check
10 20 (1.40%) Master's Degree
11 15 (1.05%) ACCA
12 14 (0.98%) Microsoft Certification
13 13 (0.91%) CIMA
14 12 (0.84%) PhD
14 12 (0.84%) Six Sigma Green Belt
15 9 (0.63%) DV Cleared
Quality Assurance & Compliance
1 271 (19.03%) Accessibility
2 195 (13.69%) Data Quality
3 95 (6.67%) GDPR
4 92 (6.46%) WCAG
5 63 (4.42%) SLA
6 32 (2.25%) NIST
7 28 (1.97%) Actionable Recommendations
8 26 (1.83%) COBIT
8 26 (1.83%) QA
9 12 (0.84%) IFRS
10 10 (0.70%) ISO 9001
10 10 (0.70%) ISO/IEC 27001
11 9 (0.63%) Sarbanes-Oxley
12 8 (0.56%) PCI DSS
13 6 (0.42%) GAAP
14 3 (0.21%) IFRS 17
15 2 (0.14%) GMP
15 2 (0.14%) GRC
15 2 (0.14%) MiFID
15 2 (0.14%) Solvency II
System Software
1 56 (3.93%) Docker
2 14 (0.98%) Active Directory
3 6 (0.42%) Virtual Machines
4 2 (0.14%) Firmware
4 2 (0.14%) Hyper-V
4 2 (0.14%) Virtual Desktop
4 2 (0.14%) VMware Infrastructure
4 2 (0.14%) VMware NSX
4 2 (0.14%) vSphere
5 1 (0.070%) Slurm Workload Manager
5 1 (0.070%) vCloud
Systems Management
1 82 (5.76%) Terraform
2 63 (4.42%) Kubernetes
3 9 (0.63%) Ansible
4 8 (0.56%) Single Sign-On
5 7 (0.49%) Microsoft Intune
5 7 (0.49%) Prometheus
6 6 (0.42%) Grafana
7 4 (0.28%) Active Directory Federation Services
8 3 (0.21%) Control-M
9 2 (0.14%) Argo
9 2 (0.14%) QRadar
10 1 (0.070%) Ganglia
10 1 (0.070%) Graylog
10 1 (0.070%) ITRS Geneos
10 1 (0.070%) OpenView
10 1 (0.070%) SQL Sentry
10 1 (0.070%) Tivoli
Vendors
1 269 (18.89%) Adobe
2 255 (17.91%) Microsoft
3 151 (10.60%) Google
4 100 (7.02%) Databricks
5 63 (4.42%) Cisco
6 50 (3.51%) Oracle
7 44 (3.09%) SAP
8 37 (2.60%) Salesforce
9 20 (1.40%) HubSpot
10 15 (1.05%) Instagram
11 12 (0.84%) Amplitude
11 12 (0.84%) Pardot
12 11 (0.77%) Braze
12 11 (0.77%) Hootsuite
12 11 (0.77%) Hotjar
12 11 (0.77%) Wrike
13 10 (0.70%) OpenAI
13 10 (0.70%) Screaming Frog
14 9 (0.63%) Ab Initio
15 8 (0.56%) Informatica