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

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 23 19 29
Rank change year-on-year -4 +10 -7
Permanent jobs citing Analytics 1,423 1,324 2,318
As % of all permanent jobs with remote/hybrid work options 7.93% 9.92% 7.13%
As % of the Processes & Methodologies category 9.54% 10.47% 7.80%
Number of salaries quoted 710 751 1,548
10th Percentile £36,725 £31,250 £35,000
25th Percentile £47,500 £44,000 £42,725
Median annual salary (50th Percentile) £65,000 £60,000 £59,394
Median % change year-on-year +8.33% +1.02% -10.82%
75th Percentile £87,500 £86,760 £82,500
90th Percentile £105,000 £103,750 £110,000
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -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 14,918 12,640 29,709
As % of all permanent jobs with a WFH option 83.13% 94.72% 91.45%
Number of salaries quoted 10,427 8,943 23,621
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 24 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 (3.94%) 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 (1.55%) 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 71 (4.99%) Microsoft Office
2 64 (4.50%) Microsoft Excel
3 30 (2.11%) UserZoom
4 23 (1.62%) Adobe XD
5 7 (0.49%) Chatbot
6 6 (0.42%) Adobe Creative Suite
6 6 (0.42%) Microsoft PowerPoint
7 3 (0.21%) InDesign
7 3 (0.21%) Trello
8 2 (0.14%) Adobe Illustrator
8 2 (0.14%) Microsoft Project
8 2 (0.14%) Photoshop
9 1 (0.070%) Notion
9 1 (0.070%) Oracle Smart View
9 1 (0.070%) Spreadsheet
9 1 (0.070%) SPSS
Business Applications
1 28 (1.97%) Adobe Campaign
2 18 (1.26%) Oracle ERP
3 15 (1.05%) Dynamics CRM
4 14 (0.98%) SAP S/4HANA
5 11 (0.77%) Oracle Assets
5 11 (0.77%) Oracle General Ledger
5 11 (0.77%) Oracle Payables
5 11 (0.77%) Oracle Receivables
6 10 (0.70%) Magento
7 9 (0.63%) Dynamics GP
7 9 (0.63%) Oracle Financials
7 9 (0.63%) Shopify
8 6 (0.42%) NetSuite
9 4 (0.28%) Dynamics AX
9 4 (0.28%) Oracle EBS
9 4 (0.28%) Oracle Procure-to-Pay
10 2 (0.14%) SAP CO
10 2 (0.14%) SAP FI
10 2 (0.14%) SAP FI/CO
10 2 (0.14%) SAP SCM
Cloud Services
1 382 (26.84%) Azure
2 209 (14.69%) Power Platform
3 194 (13.63%) Adobe Analytics
4 142 (9.98%) AWS
5 115 (8.08%) Figma
6 111 (7.80%) Google Analytics
7 110 (7.73%) Azure Data Factory
8 91 (6.39%) GCP
9 89 (6.25%) SaaS
10 78 (5.48%) Azure Synapse Analytics
11 75 (5.27%) Microsoft 365
12 74 (5.20%) Snowflake
13 70 (4.92%) GitHub
14 67 (4.71%) Azure DevOps
15 63 (4.43%) Contentsquare
16 46 (3.23%) Entra ID
17 39 (2.74%) dbt
18 32 (2.25%) Azure Monitor
19 30 (2.11%) Amazon S3
20 29 (2.04%) GitHub Actions
Communications & Networking
1 250 (17.57%) Broadband
2 26 (1.83%) CHAP
3 8 (0.56%) TCP/IP
4 6 (0.42%) DNS
4 6 (0.42%) Firewall
4 6 (0.42%) Unified Communications
5 5 (0.35%) VPN
6 4 (0.28%) DHCP
7 3 (0.21%) Modbus
8 1 (0.070%) 5G
8 1 (0.070%) ATM
8 1 (0.070%) Frame Relay
8 1 (0.070%) LAN
8 1 (0.070%) MPLS
8 1 (0.070%) Network Security
8 1 (0.070%) SMS
8 1 (0.070%) SNMP
8 1 (0.070%) SSL
8 1 (0.070%) VoIP
8 1 (0.070%) Wireshark
Database & Business Intelligence
1 189 (13.28%) Power BI
2 112 (7.87%) Data Warehouse
3 87 (6.11%) Metadata
4 79 (5.55%) SQL Server
5 61 (4.29%) Azure SQL Database
6 56 (3.94%) Data Lake
7 52 (3.65%) Tableau
8 44 (3.09%) BigQuery
9 39 (2.74%) Looker
10 37 (2.60%) Relational Database
11 36 (2.53%) SQL Server Reporting Services
12 32 (2.25%) PostgreSQL
13 22 (1.55%) NoSQL
13 22 (1.55%) SQL Server Integration Services
14 18 (1.26%) Amazon Redshift
15 17 (1.19%) Delta Lake
16 16 (1.12%) Amazon Athena
16 16 (1.12%) Power Query
17 15 (1.05%) Star Schema
18 12 (0.84%) Oracle Database
Development Applications
1 55 (3.87%) 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
1 483 (33.94%) Social Skills
2 378 (26.56%) Finance
3 293 (20.59%) Analytical Skills
4 216 (15.18%) Marketing
5 193 (13.56%) Games
6 136 (9.56%) Public Sector
7 75 (5.27%) Inclusion and Diversity
8 66 (4.64%) Retail
9 65 (4.57%) Back Office
9 65 (4.57%) Law
10 56 (3.94%) Banking
10 56 (3.94%) Presentation Skills
11 52 (3.65%) Legal
12 38 (2.67%) Organisational Skills
13 34 (2.39%) Financial Institution
14 32 (2.25%) Influencing Skills
15 29 (2.04%) Advertising
16 18 (1.26%) Manufacturing
17 16 (1.12%) Automotive
18 13 (0.91%) Billing
Job Titles
1 225 (15.81%) Lead
2 223 (15.67%) Senior
3 159 (11.17%) Data Engineer
4 118 (8.29%) Analyst
4 118 (8.29%) Architect
5 89 (6.25%) Designer
6 70 (4.92%) Support Engineer
7 63 (4.43%) Product Manager
8 60 (4.22%) Desktop Engineer
8 60 (4.22%) Desktop Support
8 60 (4.22%) Desktop Support Engineer
9 56 (3.94%) Site Engineer
10 53 (3.72%) Data Architect
11 51 (3.58%) Developer
11 51 (3.58%) Senior Manager
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 47 (3.30%) PySpark
2 46 (3.23%) HTML
3 41 (2.88%) CSS
4 39 (2.74%) Kafka
5 29 (2.04%) .NET
6 27 (1.90%) OAuth
7 23 (1.62%) Akka
8 22 (1.55%) RESTful
9 20 (1.41%) JSON
9 20 (1.41%) OAuth2
10 18 (1.26%) Node.js
11 14 (0.98%) .NET Core
11 14 (0.98%) React
11 14 (0.98%) REST
12 13 (0.91%) FastAPI
13 12 (0.84%) TensorFlow
14 11 (0.77%) PyTorch
14 11 (0.77%) SwiftUI
14 11 (0.77%) UIKit
15 9 (0.63%) AngularJS
Miscellaneous
1 235 (16.51%) Social Media
2 100 (7.03%) 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 33 (2.32%) Data Structures
10 32 (2.25%) Algorithms
11 28 (1.97%) Greenfield Project
12 26 (1.83%) Mobile App
13 25 (1.76%) Video\Live Streaming
14 24 (1.69%) Onboarding
15 22 (1.55%) Blog
16 21 (1.48%) Legacy Systems
17 20 (1.41%) Enterprise Software
18 18 (1.26%) Distributed Systems
18 18 (1.26%) Web Conferencing
Operating Systems
1 73 (5.13%) Windows
2 60 (4.22%) Windows 10
3 18 (1.26%) Linux
4 17 (1.19%) Apple iOS
5 7 (0.49%) Android
6 6 (0.42%) Unix
7 5 (0.35%) Windows Server
8 3 (0.21%) VMS
9 1 (0.070%) AIX
Processes & Methodologies
1 514 (36.12%) AI
2 422 (29.66%) Agile
3 364 (25.58%) Customer Experience
4 330 (23.19%) Decision-Making
5 329 (23.12%) Roadmaps
6 283 (19.89%) Continuous Improvement
7 261 (18.34%) Business Intelligence
8 260 (18.27%) Data Modelling
9 228 (16.02%) Problem-Solving
10 223 (15.67%) Storytelling
11 210 (14.76%) User-Centered Design (UCD)
12 203 (14.27%) Data Engineering
12 203 (14.27%) Product Roadmap
13 190 (13.35%) CI/CD
14 181 (12.72%) ETL
14 181 (12.72%) User Research
15 178 (12.51%) Digital Customer Experience
16 177 (12.44%) Data Analytics
17 174 (12.23%) Data Pipeline
18 171 (12.02%) DevOps
Programming Languages
1 322 (22.63%) SQL
2 256 (17.99%) Python
3 57 (4.01%) Scala
4 43 (3.02%) Data Analysis Expressions
5 41 (2.88%) Java
6 34 (2.39%) C#
7 31 (2.18%) JavaScript
8 24 (1.69%) Bicep
9 20 (1.41%) R
9 20 (1.41%) T-SQL
10 19 (1.34%) PowerShell
11 18 (1.26%) C++
12 15 (1.05%) TypeScript
13 14 (0.98%) Bash
14 13 (0.91%) Go
15 12 (0.84%) Kotlin
16 11 (0.77%) Swift
17 10 (0.70%) Shell Script
18 9 (0.63%) PL/SQL
19 8 (0.56%) Rust
Qualifications
1 218 (15.32%) Degree
2 146 (10.26%) Security Cleared
3 128 (9.00%) SC Cleared
4 60 (4.22%) CTC Cleared
5 31 (2.18%) CISA
5 31 (2.18%) Computer Science Degree
6 27 (1.90%) CISSP
7 26 (1.83%) Azure Certification
7 26 (1.83%) CGEIT
7 26 (1.83%) CISM
7 26 (1.83%) FFIEC
7 26 (1.83%) SANS
8 22 (1.55%) DBS Check
9 21 (1.48%) Master's Degree
10 15 (1.05%) ACCA
11 14 (0.98%) Microsoft Certification
12 13 (0.91%) CIMA
13 12 (0.84%) PhD
13 12 (0.84%) Six Sigma Green Belt
14 9 (0.63%) DV Cleared
Quality Assurance & Compliance
1 271 (19.04%) Accessibility
2 194 (13.63%) Data Quality
3 95 (6.68%) GDPR
4 92 (6.47%) WCAG
5 63 (4.43%) SLA
6 32 (2.25%) NIST
7 28 (1.97%) Actionable Recommendations
8 27 (1.90%) QA
9 26 (1.83%) COBIT
10 12 (0.84%) IFRS
11 9 (0.63%) Sarbanes-Oxley
12 8 (0.56%) ISO 9001
12 8 (0.56%) ISO/IEC 27001
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 (3.94%) 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 (4.43%) 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
1 267 (18.76%) Adobe
2 252 (17.71%) Microsoft
3 149 (10.47%) Google
4 102 (7.17%) Databricks
5 61 (4.29%) Cisco
6 50 (3.51%) Oracle
7 43 (3.02%) SAP
8 37 (2.60%) Salesforce
9 20 (1.41%) HubSpot
10 14 (0.98%) 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%) Workday