Analytical Skills Jobs with Hybrid/Remote/WFH Options

Analytical Skills
UK > Work from Home

The table below looks at the prevalence of the term Analytical Skills in remote or hybrid work. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 15 21 21
Rank change year-on-year +6 0 +18
Permanent jobs citing Analytical Skills 1,697 3,264 4,372
As % of all permanent jobs with a WFH option 11.35% 9.65% 10.23%
As % of the General category 15.13% 15.73% 15.47%
Number of salaries quoted 934 1,903 2,423
10th Percentile £32,500 £31,250 £30,500
25th Percentile £43,750 £40,988 £40,000
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - -4.55%
75th Percentile £71,250 £71,250 £71,250
90th Percentile £85,000 £88,500 £90,000
UK median annual salary £55,000 £50,000 £54,882
% change year-on-year +10.00% -8.90% -0.21%

All General Skills
Work from Home

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring common skills.

Permanent vacancies with a requirement for common skills 11,213 20,749 28,261
As % of all permanent jobs with a WFH option 74.98% 61.32% 66.10%
Number of salaries quoted 7,478 15,144 18,802
10th Percentile £25,267 £31,750 £36,250
25th Percentile £41,250 £41,750 £46,570
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £77,500 £75,000 £82,500
90th Percentile £106,250 £95,000 £101,250
UK median annual salary £56,000 £52,500 £60,000
% change year-on-year +6.67% -12.50% -

Analytical Skills
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Analytical Skills as a proportion of all IT jobs advertised.

Analytical Skills trend for jobs with Hybrid/Remote/WFH options

Analytical Skills
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Analytical Skills.

Analytical Skills salary trend for jobs with a WFH option

Analytical Skills
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Analytical Skills over the 6 months to 1 May 2025.

Analytical Skills salary histogram for jobs with a WFH option

Analytical Skills
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 75 (4.42%) Oracle Application Server
2 39 (2.30%) SharePoint
3 26 (1.53%) Microsoft Exchange
4 22 (1.30%) CMS
5 18 (1.06%) Apache Spark
6 15 (0.88%) Confluence
7 13 (0.77%) SAS
8 7 (0.41%) Apache
8 7 (0.41%) Sitecore CMS
9 5 (0.29%) Apache Airflow
9 5 (0.29%) ArcGIS
9 5 (0.29%) Headless CMS
10 4 (0.24%) Jupyter
10 4 (0.24%) Moodle
10 4 (0.24%) WordPress
11 3 (0.18%) nginx
12 2 (0.12%) IIS
12 2 (0.12%) Skype for Business
13 1 (0.059%) IBM Notes
13 1 (0.059%) OpenEdge
Applications
1 123 (7.25%) Chatbot
2 120 (7.07%) Microsoft Excel
3 59 (3.48%) Microsoft Office
4 31 (1.83%) Microsoft PowerPoint
5 14 (0.82%) Microsoft Project
6 10 (0.59%) Spreadsheet
7 8 (0.47%) Trello
8 4 (0.24%) MS Visio
9 2 (0.12%) Adobe Captivate
9 2 (0.12%) Adobe Creative Suite
9 2 (0.12%) Adobe Illustrator
9 2 (0.12%) AutoCAD
9 2 (0.12%) SPSS
9 2 (0.12%) Zemax
10 1 (0.059%) Adobe XD
10 1 (0.059%) Blender
10 1 (0.059%) MicroStation
10 1 (0.059%) Photoshop
10 1 (0.059%) Revit
10 1 (0.059%) Sketch
Business Applications
1 21 (1.24%) Academy Revenues and Benefits
1 21 (1.24%) Shopify
2 18 (1.06%) Dynamics CRM
3 13 (0.77%) NetSuite
4 10 (0.59%) Oracle EBS
5 9 (0.53%) SAP S/4HANA
6 8 (0.47%) Dynamics NAV
7 7 (0.41%) Salesforce CRM
8 6 (0.35%) Infor M3
9 4 (0.24%) Oracle Applications
9 4 (0.24%) Raiser’s Edge
10 3 (0.18%) Adobe Campaign
10 3 (0.18%) Infor CloudSuite
10 3 (0.18%) Infor CloudSuite Industrial (formerly SyteLine)
10 3 (0.18%) Maximo
10 3 (0.18%) Remedy ITSM
10 3 (0.18%) SAP ERP
11 2 (0.12%) Carpe Diem
11 2 (0.12%) IBM Planning Analytics
11 2 (0.12%) SAP Oil and Gas
Cloud Services
1 311 (18.33%) Azure
2 193 (11.37%) AWS
3 175 (10.31%) Power Platform
4 128 (7.54%) Microsoft 365
5 89 (5.24%) SaaS
6 56 (3.30%) GCP
7 52 (3.06%) AWS CloudFormation
8 51 (3.01%) Amazon EKS
9 50 (2.95%) Dynamics 365
10 49 (2.89%) Google Analytics
11 32 (1.89%) Entra ID
12 31 (1.83%) Azure DevOps
13 30 (1.77%) Azure Data Factory
14 28 (1.65%) Snowflake
15 24 (1.41%) Azure Logic Apps
15 24 (1.41%) Google Ads
15 24 (1.41%) Google Tag Manager
16 18 (1.06%) Cloud Computing
16 18 (1.06%) GitHub
17 17 (1.00%) Power Automate
Communications & Networking
1 53 (3.12%) Firewall
2 30 (1.77%) DNS
3 26 (1.53%) WAN
4 23 (1.36%) TCP/IP
5 21 (1.24%) VPN
5 21 (1.24%) WPA
6 20 (1.18%) Wireless
7 17 (1.00%) DHCP
7 17 (1.00%) Intrusion Detection
7 17 (1.00%) LAN
7 17 (1.00%) VLAN
8 14 (0.82%) Wi-Fi
9 12 (0.71%) Network Security
10 11 (0.65%) BGP
11 10 (0.59%) HTTP
11 10 (0.59%) SD-WAN
12 8 (0.47%) Internet
12 8 (0.47%) SAN
13 7 (0.41%) IPsec
13 7 (0.41%) SSH
Database & Business Intelligence
1 159 (9.37%) Data Warehouse
2 146 (8.60%) Power BI
3 104 (6.13%) Tableau
4 85 (5.01%) SQL Server
5 80 (4.71%) Enterprise Data Warehouse
6 78 (4.60%) Oracle Reports
7 64 (3.77%) Big Data
8 49 (2.89%) Elasticsearch
9 45 (2.65%) Data Lake
10 39 (2.30%) Relational Database
11 28 (1.65%) SQL Server Integration Services
12 25 (1.47%) PostgreSQL
13 24 (1.41%) SQL Server Reporting Services
14 17 (1.00%) MySQL
14 17 (1.00%) Power Query
15 15 (0.88%) Azure SQL Database
16 13 (0.77%) BigQuery
17 12 (0.71%) Hadoop
17 12 (0.71%) NoSQL
18 8 (0.47%) Oracle Database
Development Applications
1 86 (5.07%) Git
2 48 (2.83%) JIRA
3 28 (1.65%) Jenkins
4 16 (0.94%) Visual Studio
5 10 (0.59%) Selenium
6 8 (0.47%) Bazaar
6 8 (0.47%) Oracle Forms
7 7 (0.41%) JMeter
7 7 (0.41%) Subversion
8 6 (0.35%) GitLab
8 6 (0.35%) JUnit
9 5 (0.29%) IBM UrbanCode
10 4 (0.24%) Cypress.io
10 4 (0.24%) Mocha
11 3 (0.18%) Axure RP
11 3 (0.18%) GDB
11 3 (0.18%) Mockito
11 3 (0.18%) Postman
11 3 (0.18%) Team Foundation Server
11 3 (0.18%) WebDriver
General
1 884 (52.09%) Social Skills
2 498 (29.35%) Finance
3 224 (13.20%) Marketing
4 156 (9.19%) Inclusion and Diversity
5 139 (8.19%) Retail
6 128 (7.54%) Organisational Skills
7 103 (6.07%) Presentation Skills
8 94 (5.54%) Banking
9 80 (4.71%) Military
10 77 (4.54%) Legal
11 76 (4.48%) Advertising
12 73 (4.30%) Public Sector
13 64 (3.77%) Manufacturing
14 58 (3.42%) Law
15 44 (2.59%) Electronics
16 42 (2.47%) Telecoms
17 37 (2.18%) Local Government
18 36 (2.12%) Influencing Skills
19 29 (1.71%) Games
20 26 (1.53%) Billing
Job Titles
1 323 (19.03%) Analyst
2 244 (14.38%) Senior
3 156 (9.19%) Developer
4 126 (7.42%) Trainer
5 92 (5.42%) Data Analyst
6 80 (4.71%) Lead
7 79 (4.66%) Senior Analyst
8 61 (3.59%) Business Analyst
9 57 (3.36%) Senior Manager
10 56 (3.30%) Software Developer
11 55 (3.24%) Data Engineer
12 52 (3.06%) Account Manager
13 49 (2.89%) Consultant
13 49 (2.89%) Senior Account Manager
14 46 (2.71%) Architect
15 41 (2.42%) IT Manager
16 37 (2.18%) Applications Support
16 37 (2.18%) Financial Analyst
17 35 (2.06%) IT Support
17 35 (2.06%) Software Engineer
Libraries, Frameworks & Software Standards
1 95 (5.60%) .NET
2 66 (3.89%) Node.js
3 56 (3.30%) Pandas
4 45 (2.65%) HTML
5 32 (1.89%) REST
6 31 (1.83%) React
7 30 (1.77%) CSS
8 26 (1.53%) AngularJS
9 24 (1.41%) SOAP
10 19 (1.12%) Web Services
11 17 (1.00%) RESTful
11 17 (1.00%) XML
12 15 (0.88%) Kafka
13 14 (0.82%) .NET Framework
13 14 (0.82%) JSON
13 14 (0.82%) Middleware
14 11 (0.65%) .NET Core
14 11 (0.65%) Oracle Fusion
15 10 (0.59%) ASP.NET
16 9 (0.53%) Spring
Miscellaneous
1 94 (5.54%) Analytical Mindset
2 64 (3.77%) Management Information System
3 52 (3.06%) Product Ownership
4 51 (3.01%) Digital Media
5 50 (2.95%) Algorithms
5 50 (2.95%) Marketing Technology
6 49 (2.89%) Cyberattack
7 46 (2.71%) Self-Motivation
8 40 (2.36%) Social Media
9 29 (1.71%) Data Structures
9 29 (1.71%) Onboarding
10 27 (1.59%) PMI
11 24 (1.41%) Data Centre
12 22 (1.30%) Learning Management System
13 21 (1.24%) Credit Risk
13 21 (1.24%) NHS
13 21 (1.24%) Virtual Team
14 19 (1.12%) Blog
14 19 (1.12%) Driving Licence
15 16 (0.94%) Legacy Systems
Operating Systems
1 133 (7.84%) Linux
2 129 (7.60%) Windows
3 54 (3.18%) Android
4 34 (2.00%) Unix
5 21 (1.24%) Windows Vista
6 20 (1.18%) Windows Server
7 15 (0.88%) Red Hat Enterprise Linux
8 13 (0.77%) Windows 10
9 11 (0.65%) Apple iOS
10 10 (0.59%) Windows 7
11 5 (0.29%) Embedded Linux
12 4 (0.24%) Windows 8
12 4 (0.24%) Windows Server 2019
13 2 (0.12%) AIX
13 2 (0.12%) CentOS
13 2 (0.12%) Oracle Linux
13 2 (0.12%) SUSE
13 2 (0.12%) Windows Server 2003
14 1 (0.059%) Mac OS
14 1 (0.059%) Windows Server 2012
Processes & Methodologies
1 839 (49.44%) Problem-Solving
2 431 (25.40%) Agile
3 391 (23.04%) Analytics
4 271 (15.97%) Artificial Intelligence
5 242 (14.26%) Project Management
6 214 (12.61%) Continuous Improvement
7 206 (12.14%) Business Intelligence
8 187 (11.02%) Collaborative Working
9 183 (10.78%) DevOps
10 178 (10.49%) Data Modelling
11 175 (10.31%) Decision-Making
12 172 (10.14%) Visualisation
13 168 (9.90%) ITIL
14 156 (9.19%) Analytical Thinking
15 144 (8.49%) Data Management
16 141 (8.31%) Mentoring
16 141 (8.31%) Roadmaps
17 139 (8.19%) Stakeholder Management
18 132 (7.78%) Computer Science
18 132 (7.78%) Software Engineering
Programming Languages
1 370 (21.80%) SQL
2 312 (18.39%) Python
3 136 (8.01%) JavaScript
4 107 (6.31%) Java
5 90 (5.30%) C++
6 80 (4.71%) C#
7 53 (3.12%) Go
7 53 (3.12%) PowerShell
8 49 (2.89%) Rust
9 47 (2.77%) T-SQL
10 30 (1.77%) R
11 23 (1.36%) C
11 23 (1.36%) Shell Script
11 23 (1.36%) TypeScript
12 18 (1.06%) Bash
12 18 (1.06%) PL/SQL
13 14 (0.82%) PHP
14 11 (0.65%) Korn
15 10 (0.59%) Data Analysis Expressions
15 10 (0.59%) VB
Qualifications
1 478 (28.17%) Degree
2 205 (12.08%) Master's Degree
3 170 (10.02%) DBS Check
4 168 (9.90%) PhD
5 146 (8.60%) Security Cleared
6 80 (4.71%) DV Cleared
7 61 (3.59%) Computer Science Degree
8 57 (3.36%) CISSP
9 55 (3.24%) PMI Certification
10 52 (3.06%) SC Cleared
11 32 (1.89%) CISM
11 32 (1.89%) PMP
12 21 (1.24%) Microsoft Certification
13 14 (0.82%) Azure Certification
13 14 (0.82%) Cisco Certification
14 13 (0.77%) ACCA
14 13 (0.77%) CompTIA Security+
15 12 (0.71%) AWS Certification
15 12 (0.71%) CCNA
16 11 (0.65%) CIMA
Quality Assurance & Compliance
1 110 (6.48%) QA
2 78 (4.60%) Data Quality
3 43 (2.53%) GDPR
3 43 (2.53%) ISO/IEC 27001
4 31 (1.83%) Accessibility
5 29 (1.71%) SLA
6 20 (1.18%) NIST
7 18 (1.06%) PMO
8 17 (1.00%) Cyber Essentials
8 17 (1.00%) PCI DSS
9 12 (0.71%) Cyber Essentials PLUS
10 10 (0.59%) GRC
11 8 (0.47%) GAAP
12 7 (0.41%) GxP
13 6 (0.35%) Actionable Recommendations
13 6 (0.35%) ISO 9001
13 6 (0.35%) SOC 2
14 4 (0.24%) Def Stans
14 4 (0.24%) GMP
14 4 (0.24%) HIPAA
System Software
1 68 (4.01%) Docker
2 55 (3.24%) Active Directory
3 17 (1.00%) VMware Infrastructure
4 14 (0.82%) Firmware
5 4 (0.24%) Embedded Firmware
5 4 (0.24%) HDFS
5 4 (0.24%) Hyper-V
5 4 (0.24%) VMware ESXi
5 4 (0.24%) vSphere
6 3 (0.18%) EMC RecoverPoint
6 3 (0.18%) Virtual Desktop
7 2 (0.12%) KVM
7 2 (0.12%) Postfix
7 2 (0.12%) Sendmail
7 2 (0.12%) Veritas Cluster Server
7 2 (0.12%) Virtual Machines
7 2 (0.12%) VMware NSX
8 1 (0.059%) BitLocker
8 1 (0.059%) Virtual Servers
Systems Management
1 71 (4.18%) Kubernetes
2 64 (3.77%) Ansible
3 58 (3.42%) Terraform
4 21 (1.24%) Microsoft Intune
5 14 (0.82%) Grafana
5 14 (0.82%) SCCM
6 10 (0.59%) SCOM
7 6 (0.35%) Nessus
7 6 (0.35%) Prometheus
7 6 (0.35%) SCOrch
8 5 (0.29%) CA Endevor
8 5 (0.29%) Nagios
8 5 (0.29%) Progress Chef
8 5 (0.29%) Puppet
9 4 (0.24%) Dell DRAC
9 4 (0.24%) Oracle RMAN
9 4 (0.24%) WMI
10 3 (0.18%) vCenter Server
11 2 (0.12%) Single Sign-On
11 2 (0.12%) VxRail
Vendors
1 314 (18.50%) Microsoft
2 127 (7.48%) Oracle
3 124 (7.31%) PayPal
4 118 (6.95%) Google
5 81 (4.77%) SAP
6 68 (4.01%) Databricks
7 65 (3.83%) Salesforce
8 38 (2.24%) VMware
9 37 (2.18%) TikTok
10 35 (2.06%) Adobe
11 32 (1.89%) ServiceNow
12 26 (1.53%) Cisco
13 17 (1.00%) Red Hat
14 16 (0.94%) IBM
14 16 (0.94%) Pinterest
15 15 (0.88%) Tenable
16 11 (0.65%) SolarWinds
17 9 (0.53%) Aderant
17 9 (0.53%) Infor
17 9 (0.53%) Screaming Frog