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 4 July 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 23 27 26
Rank change year-on-year +4 -1 -4
Permanent jobs citing Analytics 1,541 1,285 2,388
As % of all permanent jobs with remote/hybrid work options 7.40% 7.95% 7.20%
As % of the Processes & Methodologies category 8.97% 8.48% 8.10%
Number of salaries quoted 864 733 1,520
10th Percentile £39,181 £31,250 £36,250
25th Percentile £50,000 £44,000 £42,725
Median annual salary (50th Percentile) £65,000 £60,000 £60,000
Median % change year-on-year +8.33% - -7.69%
75th Percentile £87,500 £83,500 £84,964
90th Percentile £105,000 £105,000 £110,000
UK median annual salary £67,000 £62,500 £60,000
% change year-on-year +7.20% +4.17% -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 17,173 15,146 29,476
As % of all permanent jobs with a WFH option 82.44% 93.69% 88.91%
Number of salaries quoted 12,544 8,967 22,622
10th Percentile £35,000 £29,913 £33,750
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £80,000 £75,772
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.09%

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 4 July 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 47 (3.05%) CMS
2 32 (2.08%) Confluence
3 30 (1.95%) Apache Airflow
4 29 (1.88%) Apache Spark
5 23 (1.49%) Apache
6 22 (1.43%) WordPress
7 18 (1.17%) SAS
7 18 (1.17%) SharePoint
8 13 (0.84%) Microsoft Exchange
9 9 (0.58%) Drupal
10 4 (0.26%) ArcGIS
10 4 (0.26%) Jupyter
10 4 (0.26%) Oracle Workflow
11 2 (0.13%) Oracle Application Server
11 2 (0.13%) Palantir Foundry
12 1 (0.065%) Headless CMS
12 1 (0.065%) Moodle
Applications
1 51 (3.31%) Microsoft Office
2 46 (2.99%) Microsoft Excel
2 46 (2.99%) UserZoom
3 12 (0.78%) Chatbot
4 9 (0.58%) Spreadsheet
5 8 (0.52%) Adobe Creative Suite
5 8 (0.52%) Microsoft PowerPoint
6 5 (0.32%) Adobe XD
7 4 (0.26%) Trello
8 3 (0.19%) InDesign
9 2 (0.13%) Adobe Illustrator
9 2 (0.13%) Photoshop
9 2 (0.13%) SPSS
10 1 (0.065%) Adobe Premiere
10 1 (0.065%) Microsoft Project
Business Applications
1 34 (2.21%) Adobe Campaign
2 10 (0.65%) SAP S/4HANA
3 7 (0.45%) Dynamics CRM
3 7 (0.45%) Shopify
4 6 (0.39%) Dynamics GP
5 5 (0.32%) NetSuite
6 4 (0.26%) Dynamics AX
7 3 (0.19%) Workday HCM
8 2 (0.13%) BambooHR
8 2 (0.13%) Infor SunSystems
8 2 (0.13%) Oracle EBS
8 2 (0.13%) Oracle Payables
8 2 (0.13%) Oracle Receivables
9 1 (0.065%) HFM
9 1 (0.065%) IBM Planning Analytics
9 1 (0.065%) Maximo
9 1 (0.065%) Oracle ERP
9 1 (0.065%) SAP IBP
9 1 (0.065%) SAP PM
9 1 (0.065%) SAP PP
Cloud Services
1 350 (22.71%) Azure
2 245 (15.90%) Power Platform
3 201 (13.04%) Adobe Analytics
4 159 (10.32%) AWS
5 99 (6.42%) Google Analytics
6 98 (6.36%) SaaS
7 96 (6.23%) Figma
8 82 (5.32%) GCP
9 78 (5.06%) Contentsquare
10 69 (4.48%) Azure Data Factory
11 66 (4.28%) Azure DevOps
12 59 (3.83%) GitHub
13 54 (3.50%) Microsoft 365
14 51 (3.31%) Entra ID
15 47 (3.05%) Serverless
16 45 (2.92%) Snowflake
17 43 (2.79%) Azure Synapse Analytics
18 36 (2.34%) Azure Monitor
19 33 (2.14%) PaaS
20 26 (1.69%) dbt
Communications & Networking
1 259 (16.81%) Broadband
2 25 (1.62%) VPN
3 16 (1.04%) DNS
4 15 (0.97%) CHAP
5 14 (0.91%) TCP/IP
6 12 (0.78%) Firewall
7 10 (0.65%) SMS
7 10 (0.65%) Unified Communications
8 8 (0.52%) VoIP
9 7 (0.45%) 5G
9 7 (0.45%) CTI
9 7 (0.45%) Network Security
10 6 (0.39%) BGP
10 6 (0.39%) OSPF
10 6 (0.39%) VLAN
10 6 (0.39%) VXLAN
11 4 (0.26%) DHCP
12 3 (0.19%) Modbus
13 2 (0.13%) Intranet
13 2 (0.13%) SSL
Database & Business Intelligence
1 222 (14.41%) Power BI
2 87 (5.65%) Data Warehouse
3 84 (5.45%) Metadata
4 61 (3.96%) Azure SQL Database
5 57 (3.70%) SQL Server
6 50 (3.24%) Relational Database
7 49 (3.18%) Tableau
8 41 (2.66%) BigQuery
8 41 (2.66%) PostgreSQL
9 40 (2.60%) Data Lake
9 40 (2.60%) MongoDB
10 39 (2.53%) Looker
11 29 (1.88%) Big Data
12 26 (1.69%) NoSQL
13 23 (1.49%) Star Schema
14 20 (1.30%) Delta Lake
15 19 (1.23%) Semantic Layer
16 17 (1.10%) SQL Server Integration Services
17 16 (1.04%) Power Query
18 15 (0.97%) Amazon Athena
Development Applications
1 55 (3.57%) Git
2 20 (1.30%) JIRA
3 15 (0.97%) Jenkins
4 14 (0.91%) Crashlytics
4 14 (0.91%) XCTest
5 11 (0.71%) TeamCity
6 7 (0.45%) GitLab
6 7 (0.45%) MLflow
7 5 (0.32%) Axure RP
7 5 (0.32%) Balsamiq
7 5 (0.32%) Browser DevTools
7 5 (0.32%) SQL Server Management Studio (SSMS)
8 3 (0.19%) Claude Code
8 3 (0.19%) Visual Studio
9 2 (0.13%) Bitbucket
9 2 (0.13%) MSI
9 2 (0.13%) Oracle APEX
9 2 (0.13%) Terragrunt
9 2 (0.13%) Visual Studio Code
10 1 (0.065%) SpecFlow
General
1 477 (30.95%) Social Skills
2 364 (23.62%) Finance
3 327 (21.22%) Analytical Skills
4 237 (15.38%) Marketing
5 220 (14.28%) Games
6 159 (10.32%) Public Sector
7 107 (6.94%) Inclusion and Diversity
8 82 (5.32%) Law
9 78 (5.06%) Retail
10 67 (4.35%) Banking
11 65 (4.22%) Legal
12 41 (2.66%) Advertising
13 39 (2.53%) Influencing Skills
14 38 (2.47%) Organisational Skills
15 36 (2.34%) Back Office
16 27 (1.75%) Presentation Skills
17 22 (1.43%) Financial Institution
18 21 (1.36%) Manufacturing
19 17 (1.10%) Automotive
20 14 (0.91%) Brand Awareness
Job Titles
1 310 (20.12%) Senior
2 249 (16.16%) Lead
3 169 (10.97%) Analyst
4 159 (10.32%) Data Engineer
5 126 (8.18%) Architect
6 90 (5.84%) Product Manager
7 84 (5.45%) Developer
8 74 (4.80%) Senior Manager
9 71 (4.61%) Designer
10 70 (4.54%) Data Analyst
11 56 (3.63%) Senior Analyst
12 55 (3.57%) Data Architect
13 46 (2.99%) Lead Designer
13 46 (2.99%) Senior Data Engineer
14 45 (2.92%) Solutions Architect
14 45 (2.92%) Support Engineer
15 39 (2.53%) Digital Designer
16 37 (2.40%) Senior Product Manager
17 36 (2.34%) Campaign Manager
17 36 (2.34%) Consultant
Libraries, Frameworks & Software Standards
1 55 (3.57%) .NET
2 49 (3.18%) PySpark
3 48 (3.11%) HTML
4 45 (2.92%) CSS
5 38 (2.47%) .NET Core
6 28 (1.82%) ASP.NET
6 28 (1.82%) ASP.NET Core
7 25 (1.62%) Kafka
8 23 (1.49%) React
9 18 (1.17%) AngularJS
9 18 (1.17%) REST
10 17 (1.10%) Node.js
11 16 (1.04%) Entity Framework
11 16 (1.04%) JSON
12 14 (0.91%) FastAPI
12 14 (0.91%) SwiftUI
12 14 (0.91%) UIKit
13 13 (0.84%) Vue
14 12 (0.78%) ARM Templates
14 12 (0.78%) SubSonic
Miscellaneous
1 252 (16.35%) Social Media
2 95 (6.16%) Product Ownership
3 71 (4.61%) Cloud Native
4 55 (3.57%) Greenfield Project
5 50 (3.24%) Marketing Technology
6 47 (3.05%) Data Structures
6 47 (3.05%) Over-the-Top Content
7 44 (2.86%) Management Information System
8 41 (2.66%) Algorithms
9 38 (2.47%) Virtual Team
10 34 (2.21%) Analytical Mindset
11 33 (2.14%) Self-Motivation
12 28 (1.82%) Mobile App
13 23 (1.49%) Onboarding
14 21 (1.36%) Blog
15 20 (1.30%) Legacy Systems
16 19 (1.23%) Podcast
16 19 (1.23%) Web Conferencing
17 18 (1.17%) Distributed Systems
17 18 (1.17%) Security Posture
Operating Systems
1 60 (3.89%) Windows
2 35 (2.27%) Windows 10
3 26 (1.69%) Linux
4 16 (1.04%) Apple iOS
5 14 (0.91%) VMS
6 4 (0.26%) Windows Server
7 2 (0.13%) Android
7 2 (0.13%) Mac OS
7 2 (0.13%) Unix
8 1 (0.065%) AIX
Processes & Methodologies
1 623 (40.43%) AI
2 450 (29.20%) Agile
3 439 (28.49%) Roadmaps
4 353 (22.91%) Customer Experience
4 353 (22.91%) Decision-Making
5 279 (18.11%) Business Intelligence
6 275 (17.85%) Problem-Solving
7 247 (16.03%) Continuous Improvement
8 237 (15.38%) Data Modelling
9 236 (15.31%) Storytelling
10 232 (15.06%) Product Roadmap
11 208 (13.50%) User-Centered Design (UCD)
12 201 (13.04%) CI/CD
13 190 (12.33%) Data Analytics
14 189 (12.26%) Digital Customer Experience
15 188 (12.20%) Data Engineering
16 182 (11.81%) User Research
17 180 (11.68%) Mentoring
18 163 (10.58%) Data Pipeline
19 159 (10.32%) Data Governance
Programming Languages
1 399 (25.89%) SQL
2 307 (19.92%) Python
3 59 (3.83%) C#
4 44 (2.86%) PowerShell
5 36 (2.34%) Scala
6 34 (2.21%) Bicep
7 33 (2.14%) Data Analysis Expressions
8 31 (2.01%) TypeScript
9 29 (1.88%) R
10 28 (1.82%) Bash
10 28 (1.82%) Java
11 25 (1.62%) JavaScript
12 24 (1.56%) Kusto Query Language
13 18 (1.17%) C++
14 14 (0.91%) Kotlin
14 14 (0.91%) Swift
15 11 (0.71%) T-SQL
15 11 (0.71%) VBA
16 10 (0.65%) Go
17 8 (0.52%) Rust
Qualifications
1 181 (11.75%) Degree
2 126 (8.18%) Security Cleared
3 108 (7.01%) SC Cleared
4 48 (3.11%) Azure Certification
5 35 (2.27%) CTC Cleared
6 30 (1.95%) Microsoft Certification
7 23 (1.49%) Computer Science Degree
8 22 (1.43%) ACCA
9 21 (1.36%) CISSP
10 20 (1.30%) CISA
11 19 (1.23%) DBS Check
11 19 (1.23%) Master's Degree
12 18 (1.17%) CISM
13 17 (1.10%) CIMA
14 16 (1.04%) SANS
15 15 (0.97%) CGEIT
15 15 (0.97%) FFIEC
16 13 (0.84%) PhD
17 9 (0.58%) DV Cleared
17 9 (0.58%) SnowPro
Quality Assurance & Compliance
1 264 (17.13%) Accessibility
2 219 (14.21%) Data Quality
3 94 (6.10%) GDPR
4 73 (4.74%) WCAG
5 49 (3.18%) QA
6 41 (2.66%) SLA
7 27 (1.75%) NIST
8 21 (1.36%) Actionable Recommendations
9 15 (0.97%) COBIT
10 13 (0.84%) PCI DSS
11 12 (0.78%) ISO/IEC 27001
12 11 (0.71%) IFRS
13 7 (0.45%) ISO 9001
14 5 (0.32%) GAAP
14 5 (0.32%) GRC
15 4 (0.26%) IFRS 17
15 4 (0.26%) PERC
15 4 (0.26%) Sarbanes-Oxley
16 3 (0.19%) PMO
16 3 (0.19%) Solvency II
System Software
1 60 (3.89%) Docker
2 31 (2.01%) Active Directory
3 15 (0.97%) VMware Infrastructure
4 13 (0.84%) Virtual Desktop
4 13 (0.84%) vSphere
5 8 (0.52%) Virtual Machines
6 2 (0.13%) Firmware
7 1 (0.065%) VMware NSX
Systems Management
1 87 (5.65%) Terraform
2 74 (4.80%) Kubernetes
3 10 (0.65%) Microsoft Intune
4 6 (0.39%) FortiGate
5 5 (0.32%) Ansible
5 5 (0.32%) Grafana
5 5 (0.32%) Prometheus
6 4 (0.26%) Active Directory Federation Services
7 3 (0.19%) Argo
8 2 (0.13%) Graylog
9 1 (0.065%) Istio
9 1 (0.065%) linkerd
9 1 (0.065%) OpenView
9 1 (0.065%) QRadar
9 1 (0.065%) SQL Sentry
9 1 (0.065%) SysTrack
9 1 (0.065%) Tivoli
Vendors
1 316 (20.51%) Microsoft
2 265 (17.20%) Adobe
3 144 (9.34%) Google
4 110 (7.14%) Databricks
5 51 (3.31%) Salesforce
6 48 (3.11%) SAP
7 45 (2.92%) Oracle
8 43 (2.79%) Cisco
9 22 (1.43%) HubSpot
10 15 (0.97%) Amplitude
10 15 (0.97%) VMware
11 14 (0.91%) Alteryx
11 14 (0.91%) Braze
11 14 (0.91%) Instagram
12 13 (0.84%) Workday
13 12 (0.78%) Hotjar
13 12 (0.78%) OpenAI
13 12 (0.78%) Pardot
13 12 (0.78%) ScienceLogic
14 11 (0.71%) Hootsuite