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 14 June 2025, comparing them to the same period in the previous two years.

6 months to
14 Jun 2025
Same period 2024 Same period 2023
Rank 15 20 21
Rank change year-on-year +5 +1 +18
Permanent jobs citing Analytical Skills 2,378 3,372 3,741
As % of all permanent jobs with a WFH option 12.22% 9.47% 10.03%
As % of the General category 15.65% 15.71% 15.31%
Number of salaries quoted 902 1,902 2,215
10th Percentile £31,250 £31,250 £30,500
25th Percentile £40,875 £40,996 £41,250
Median annual salary (50th Percentile) £55,000 £52,500 £54,882
Median % change year-on-year +4.76% -4.34% -0.21%
75th Percentile £71,250 £70,000 £71,250
90th Percentile £85,000 £87,500 £88,900
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 15,191 21,463 24,434
As % of all permanent jobs with a WFH option 78.03% 60.26% 65.52%
Number of salaries quoted 7,579 15,258 16,837
10th Percentile £25,087 £31,750 £36,250
25th Percentile £36,250 £41,250 £46,570
Median annual salary (50th Percentile) £55,000 £55,000 £62,500
Median % change year-on-year - -12.00% +4.17%
75th Percentile £76,250 £75,000 £82,548
90th Percentile £102,500 £95,000 £105,000
UK median annual salary £55,000 £52,500 £60,000
% change year-on-year +4.76% -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 14 June 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 (3.15%) Oracle Application Server
2 49 (2.06%) SharePoint
3 27 (1.14%) Microsoft Exchange
4 24 (1.01%) CMS
5 16 (0.67%) Apache Spark
6 12 (0.50%) Confluence
7 9 (0.38%) SAS
8 7 (0.29%) Moodle
9 6 (0.25%) Apache Airflow
10 5 (0.21%) ArcGIS
11 4 (0.17%) Apache
11 4 (0.17%) Headless CMS
11 4 (0.17%) nginx
11 4 (0.17%) WordPress
12 2 (0.084%) Drupal
12 2 (0.084%) IBM Notes
12 2 (0.084%) Sitecore CMS
12 2 (0.084%) Skype for Business
13 1 (0.042%) IIS
13 1 (0.042%) WebLogic
Applications
1 296 (12.45%) Chatbot
2 157 (6.60%) Microsoft Excel
3 71 (2.99%) Microsoft Office
4 48 (2.02%) Microsoft PowerPoint
5 17 (0.71%) Spreadsheet
6 11 (0.46%) Microsoft Project
7 8 (0.34%) MS Visio
8 7 (0.29%) Blender
8 7 (0.29%) Trello
9 4 (0.17%) Adobe XD
10 2 (0.084%) Adobe Captivate
10 2 (0.084%) Adobe Creative Suite
10 2 (0.084%) Adobe Illustrator
10 2 (0.084%) AutoCAD
11 1 (0.042%) MicroStation
11 1 (0.042%) Photoshop
11 1 (0.042%) Revit
11 1 (0.042%) Sketch
11 1 (0.042%) SPSS
Business Applications
1 24 (1.01%) Dynamics CRM
2 18 (0.76%) Shopify
3 17 (0.71%) NetSuite
4 15 (0.63%) SAP S/4HANA
5 12 (0.50%) Academy Revenues and Benefits
5 12 (0.50%) Oracle EBS
6 6 (0.25%) Dynamics NAV
6 6 (0.25%) Infor M3
6 6 (0.25%) Salesforce CRM
7 5 (0.21%) SAP CO
7 5 (0.21%) SAP FI
7 5 (0.21%) SAP FI/CO
8 4 (0.17%) Oracle Applications
8 4 (0.17%) SAP Oil and Gas
9 3 (0.13%) Dynamics GP
9 3 (0.13%) Infor CloudSuite Industrial (formerly SyteLine)
9 3 (0.13%) Magento
9 3 (0.13%) Maximo
9 3 (0.13%) Remedy ITSM
9 3 (0.13%) SAP ERP
Cloud Services
1 511 (21.49%) Azure
2 394 (16.57%) AWS
3 259 (10.89%) GCP
4 224 (9.42%) Serverless
5 220 (9.25%) AWS Lambda
6 192 (8.07%) Power Platform
7 125 (5.26%) Microsoft 365
8 86 (3.62%) SaaS
9 52 (2.19%) Amazon EKS
10 51 (2.14%) AWS CloudFormation
11 48 (2.02%) Google Analytics
12 37 (1.56%) Dynamics 365
13 34 (1.43%) Azure DevOps
14 30 (1.26%) Azure Data Factory
15 28 (1.18%) Entra ID
15 28 (1.18%) Snowflake
16 17 (0.71%) GitHub
16 17 (0.71%) Google Ads
17 16 (0.67%) Google Tag Manager
18 15 (0.63%) Power Automate
Communications & Networking
1 282 (11.86%) VPN
2 266 (11.19%) Cisco IOS
3 216 (9.08%) Broadband
4 51 (2.14%) Firewall
5 29 (1.22%) WAN
6 24 (1.01%) TCP/IP
7 23 (0.97%) DNS
8 20 (0.84%) Wireless
9 17 (0.71%) DHCP
9 17 (0.71%) LAN
9 17 (0.71%) VLAN
10 15 (0.63%) Intrusion Detection
11 13 (0.55%) SD-WAN
12 12 (0.50%) WPA
13 11 (0.46%) 5G
13 11 (0.46%) Wi-Fi
14 10 (0.42%) BGP
14 10 (0.42%) Internet
14 10 (0.42%) Network Security
15 8 (0.34%) SAN
Database & Business Intelligence
1 173 (7.28%) Power BI
2 149 (6.27%) Data Warehouse
3 93 (3.91%) Tableau
4 81 (3.41%) SQL Server
5 80 (3.36%) Enterprise Data Warehouse
6 77 (3.24%) Oracle Reports
7 62 (2.61%) Big Data
8 51 (2.14%) Elasticsearch
9 45 (1.89%) Relational Database
10 37 (1.56%) Data Lake
11 25 (1.05%) Data Mining
12 24 (1.01%) BusinessObjects
13 22 (0.93%) SQL Server Integration Services
13 22 (0.93%) SQL Server Reporting Services
14 19 (0.80%) PostgreSQL
15 18 (0.76%) Power Query
16 15 (0.63%) MySQL
17 12 (0.50%) Azure SQL Database
18 11 (0.46%) NoSQL
18 11 (0.46%) SAP BW
Development Applications
1 72 (3.03%) Git
2 47 (1.98%) JIRA
3 20 (0.84%) Jenkins
4 14 (0.59%) Selenium
5 12 (0.50%) Bazaar
5 12 (0.50%) Visual Studio
6 9 (0.38%) Subversion
7 6 (0.25%) Axure RP
7 6 (0.25%) JMeter
7 6 (0.25%) JUnit
8 5 (0.21%) Cypress.io
8 5 (0.21%) Oracle Forms
9 4 (0.17%) Balsamiq
9 4 (0.17%) GitLab
9 4 (0.17%) Mocha
9 4 (0.17%) WebDriver
10 3 (0.13%) GDB
10 3 (0.13%) Katalon Studio
10 3 (0.13%) Mockito
10 3 (0.13%) SQL Server Management Studio (SSMS)
General
1 904 (38.02%) Social Skills
2 496 (20.86%) Finance
3 422 (17.75%) Inclusion and Diversity
4 214 (9.00%) Marketing
5 196 (8.24%) Retail
6 126 (5.30%) Organisational Skills
7 111 (4.67%) Manufacturing
8 97 (4.08%) Presentation Skills
9 83 (3.49%) Advertising
10 81 (3.41%) Military
11 78 (3.28%) Law
12 75 (3.15%) Banking
12 75 (3.15%) Legal
13 60 (2.52%) Public Sector
14 44 (1.85%) Influencing Skills
15 42 (1.77%) Electronics
16 40 (1.68%) Telecoms
17 32 (1.35%) Games
18 29 (1.22%) Billing
19 27 (1.14%) Automotive
Job Titles
1 436 (18.33%) Senior
2 344 (14.47%) Analyst
3 342 (14.38%) Trainer
4 273 (11.48%) Infrastructure Engineer
5 215 (9.04%) Machine Learning Engineer
6 179 (7.53%) Developer
7 94 (3.95%) Data Analyst
8 66 (2.78%) Senior Analyst
9 65 (2.73%) Lead
10 64 (2.69%) Senior Manager
11 62 (2.61%) Consultant
12 58 (2.44%) Software Developer
13 54 (2.27%) Account Manager
13 54 (2.27%) Business Analyst
14 50 (2.10%) Architect
14 50 (2.10%) Senior Account Manager
15 46 (1.93%) Data Engineer
16 41 (1.72%) Product Manager
17 40 (1.68%) Junior
18 39 (1.64%) IT Support
Libraries, Frameworks & Software Standards
1 266 (11.19%) Elastic Stack
2 84 (3.53%) .NET
3 74 (3.11%) Node.js
4 53 (2.23%) Pandas
5 37 (1.56%) HTML
6 31 (1.30%) React
7 26 (1.09%) REST
8 24 (1.01%) AngularJS
9 22 (0.93%) CSS
10 17 (0.71%) Middleware
11 16 (0.67%) JSON
11 16 (0.67%) RESTful
12 12 (0.50%) Oracle Fusion
12 12 (0.50%) SOAP
13 11 (0.46%) .NET Core
13 11 (0.46%) .NET Framework
13 11 (0.46%) Kafka
14 10 (0.42%) OAuth
14 10 (0.42%) XML
15 9 (0.38%) ASP.NET
Miscellaneous
1 312 (13.12%) Cyberattack
2 270 (11.35%) Self-Motivation
3 96 (4.04%) Analytical Mindset
4 59 (2.48%) Management Information System
5 58 (2.44%) Robotics
6 52 (2.19%) Marketing Technology
7 51 (2.14%) Digital Media
8 50 (2.10%) Data Structures
9 48 (2.02%) Social Media
10 46 (1.93%) Algorithms
11 44 (1.85%) Onboarding
11 44 (1.85%) Product Ownership
12 27 (1.14%) Data Centre
12 27 (1.14%) PMI
13 26 (1.09%) Driving Licence
14 23 (0.97%) Virtual Team
15 19 (0.80%) NHS
16 17 (0.71%) Blog
17 15 (0.63%) e-Learning
17 15 (0.63%) Tandem
Operating Systems
1 380 (15.98%) Windows
2 376 (15.81%) Linux
3 315 (13.25%) Android
4 25 (1.05%) Unix
5 16 (0.67%) Windows Server
6 12 (0.50%) Red Hat Enterprise Linux
6 12 (0.50%) Windows 10
6 12 (0.50%) Windows Vista
7 10 (0.42%) Apple iOS
8 6 (0.25%) Windows 7
9 4 (0.17%) Mac OS
9 4 (0.17%) Windows Server 2019
10 3 (0.13%) Embedded Linux
11 2 (0.084%) Windows Server 2003
11 2 (0.084%) Windows Server 2016
12 1 (0.042%) Windows Server 2012
Processes & Methodologies
1 1,288 (54.16%) Problem-Solving
2 622 (26.16%) Agile
3 498 (20.94%) Artificial Intelligence
4 446 (18.76%) DevOps
5 396 (16.65%) Mathematics
6 371 (15.60%) Risk Management
7 363 (15.26%) Analytics
8 355 (14.93%) Mentoring
9 351 (14.76%) Chemistry
10 335 (14.09%) Line Management
11 319 (13.41%) CI/CD
12 312 (13.12%) Machine Learning
13 296 (12.45%) Conversational UI
14 279 (11.73%) Data Science
15 276 (11.61%) Task Automation
16 274 (11.52%) Infrastructure Engineering
17 267 (11.23%) Platform Engineering
18 262 (11.02%) Storage Management
19 238 (10.01%) Creative Thinking
20 232 (9.76%) Project Management
Programming Languages
1 767 (32.25%) Python
2 363 (15.26%) SQL
3 302 (12.70%) PowerShell
4 275 (11.56%) Bash
5 231 (9.71%) TypeScript
6 120 (5.05%) JavaScript
7 107 (4.50%) Java
8 91 (3.83%) C++
9 58 (2.44%) C#
10 50 (2.10%) Go
11 49 (2.06%) Rust
12 35 (1.47%) R
13 31 (1.30%) VBA
14 30 (1.26%) T-SQL
15 19 (0.80%) PL/SQL
16 17 (0.71%) Shell Script
17 16 (0.67%) C
17 16 (0.67%) Data Analysis Expressions
18 13 (0.55%) MATLAB
18 13 (0.55%) PHP
Qualifications
1 939 (39.49%) Degree
2 530 (22.29%) PhD
3 350 (14.72%) Master's Degree
4 149 (6.27%) DBS Check
5 147 (6.18%) Security Cleared
6 85 (3.57%) DV Cleared
7 68 (2.86%) Computer Science Degree
8 61 (2.57%) SC Cleared
9 49 (2.06%) CISSP
9 49 (2.06%) PMI Certification
10 27 (1.14%) CISM
11 26 (1.09%) PMP
12 22 (0.93%) Microsoft Certification
13 17 (0.71%) ACCA
14 15 (0.63%) CIMA
14 15 (0.63%) Cisco Certification
15 12 (0.50%) CCNA
15 12 (0.50%) CompTIA Security+
16 11 (0.46%) Numerate Degree
17 10 (0.42%) HNC
Quality Assurance & Compliance
1 89 (3.74%) QA
2 69 (2.90%) Data Quality
3 53 (2.23%) GDPR
4 37 (1.56%) ISO/IEC 27001
5 36 (1.51%) Accessibility
6 27 (1.14%) SLA
7 18 (0.76%) PMO
8 16 (0.67%) NIST
9 11 (0.46%) Cyber Essentials
9 11 (0.46%) GRC
10 10 (0.42%) PCI DSS
11 9 (0.38%) Actionable Recommendations
12 8 (0.34%) GAAP
13 7 (0.29%) GxP
14 6 (0.25%) Cyber Essentials PLUS
14 6 (0.25%) SOC 2
15 5 (0.21%) Sarbanes-Oxley
15 5 (0.21%) WCAG
16 4 (0.17%) 21 CFR Part 11
16 4 (0.17%) HIPAA
System Software
1 331 (13.92%) Docker
2 267 (11.23%) Hyper-V
3 264 (11.10%) vSphere
4 262 (11.02%) VMware NSX
5 45 (1.89%) Active Directory
6 12 (0.50%) VMware Infrastructure
7 11 (0.46%) Firmware
8 4 (0.17%) Embedded Firmware
8 4 (0.17%) HDFS
8 4 (0.17%) Virtual Machines
9 3 (0.13%) VMware ESXi
10 2 (0.084%) Veritas Cluster Server
10 2 (0.084%) Virtual Desktop
11 1 (0.042%) Virtual Servers
Systems Management
1 324 (13.62%) Ansible
2 318 (13.37%) Terraform
3 70 (2.94%) Kubernetes
4 16 (0.67%) Microsoft Intune
5 11 (0.46%) Grafana
6 8 (0.34%) SCOM
7 7 (0.29%) SCCM
8 6 (0.25%) SCOrch
9 5 (0.21%) EMC NetWorker
9 5 (0.21%) Nessus
9 5 (0.21%) Progress Chef
9 5 (0.21%) Prometheus
9 5 (0.21%) Puppet
10 4 (0.17%) Nagios
10 4 (0.17%) Oracle RMAN
11 2 (0.084%) FortiGate
11 2 (0.084%) Iperf
11 2 (0.084%) SCSM
11 2 (0.084%) Single Sign-On
12 1 (0.042%) Matomo
Vendors
1 341 (14.34%) Microsoft
2 294 (12.36%) PayPal
3 283 (11.90%) Cisco
4 270 (11.35%) Splunk
5 268 (11.27%) Juniper
6 262 (11.02%) 3PAR
7 161 (6.77%) Google
8 125 (5.26%) Oracle
9 95 (3.99%) Databricks
10 88 (3.70%) SAP
11 86 (3.62%) Adobe
12 51 (2.14%) Salesforce
13 39 (1.64%) TikTok
14 31 (1.30%) ServiceNow
15 30 (1.26%) VMware
16 21 (0.88%) Facebook
17 14 (0.59%) IBM
17 14 (0.59%) Red Hat
18 10 (0.42%) Ahrefs
19 9 (0.38%) Tenable