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 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 15 20 23
Rank change year-on-year +5 +3 +15
Permanent jobs citing Analytical Skills 2,441 3,326 3,470
As % of all permanent jobs with a WFH option 12.04% 9.64% 9.65%
As % of the General category 15.62% 15.85% 14.81%
Number of salaries quoted 926 1,862 2,181
10th Percentile £31,250 £31,250 £30,500
25th Percentile £40,620 £40,988 £41,250
Median annual salary (50th Percentile) £55,000 £52,500 £54,500
Median % change year-on-year +4.76% -3.67% -0.91%
75th Percentile £71,500 £70,250 £70,000
90th Percentile £85,000 £87,500 £87,500
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 15,628 20,978 23,434
As % of all permanent jobs with a WFH option 77.05% 60.78% 65.18%
Number of salaries quoted 7,925 14,893 16,452
10th Percentile £25,087 £31,250 £36,250
25th Percentile £34,000 £41,250 £46,428
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 £82,500
90th Percentile £102,500 £97,500 £103,750
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 2 July 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 (3.07%) Oracle Application Server
2 48 (1.97%) SharePoint
3 28 (1.15%) Microsoft Exchange
4 25 (1.02%) CMS
5 15 (0.61%) Confluence
6 12 (0.49%) Apache Spark
7 9 (0.37%) Moodle
8 6 (0.25%) ArcGIS
8 6 (0.25%) SAS
8 6 (0.25%) WordPress
9 4 (0.16%) Apache Airflow
9 4 (0.16%) Headless CMS
9 4 (0.16%) Skype for Business
10 3 (0.12%) nginx
11 2 (0.082%) Apache
11 2 (0.082%) Drupal
11 2 (0.082%) IBM Notes
12 1 (0.041%) OpenEdge
12 1 (0.041%) Oracle Workflow
12 1 (0.041%) Umbraco
Applications
1 344 (14.09%) Chatbot
2 168 (6.88%) Microsoft Excel
3 77 (3.15%) Microsoft Office
4 46 (1.88%) Microsoft PowerPoint
5 18 (0.74%) Spreadsheet
6 11 (0.45%) Microsoft Project
7 9 (0.37%) MS Visio
8 8 (0.33%) Blender
9 5 (0.20%) Adobe XD
9 5 (0.20%) Trello
10 3 (0.12%) Adobe Creative Suite
11 2 (0.082%) Adobe Captivate
11 2 (0.082%) Adobe Illustrator
12 1 (0.041%) AutoCAD
12 1 (0.041%) MicroStation
12 1 (0.041%) Photoshop
12 1 (0.041%) Sketch
12 1 (0.041%) SPSS
Business Applications
1 25 (1.02%) Dynamics CRM
2 20 (0.82%) SAP S/4HANA
3 18 (0.74%) NetSuite
4 17 (0.70%) Shopify
5 12 (0.49%) Academy Revenues and Benefits
6 11 (0.45%) Oracle EBS
7 8 (0.33%) SAP CO
7 8 (0.33%) SAP FI
7 8 (0.33%) SAP FI/CO
8 5 (0.20%) Dynamics NAV
9 4 (0.16%) Infor M3
9 4 (0.16%) Salesforce CRM
9 4 (0.16%) SAP Oil and Gas
10 3 (0.12%) Dynamics GP
10 3 (0.12%) Elite 3E
10 3 (0.12%) Infor CloudSuite
10 3 (0.12%) Infor CloudSuite Industrial (formerly SyteLine)
10 3 (0.12%) Magento
10 3 (0.12%) Maximo
10 3 (0.12%) Oracle Applications
Cloud Services
1 515 (21.10%) Azure
2 400 (16.39%) AWS
3 262 (10.73%) GCP
4 224 (9.18%) Serverless
5 221 (9.05%) AWS Lambda
6 199 (8.15%) Power Platform
7 128 (5.24%) Microsoft 365
8 87 (3.56%) SaaS
9 53 (2.17%) Google Analytics
10 52 (2.13%) Amazon EKS
11 51 (2.09%) AWS CloudFormation
12 41 (1.68%) Dynamics 365
13 35 (1.43%) Azure DevOps
14 29 (1.19%) Azure Data Factory
15 26 (1.07%) Entra ID
16 25 (1.02%) Snowflake
17 22 (0.90%) Google Ads
18 18 (0.74%) PaaS
19 17 (0.70%) GitHub
20 16 (0.66%) Google Tag Manager
Communications & Networking
1 282 (11.55%) VPN
2 266 (10.90%) Cisco IOS
3 216 (8.85%) Broadband
4 54 (2.21%) Firewall
5 31 (1.27%) WAN
6 24 (0.98%) DNS
6 24 (0.98%) TCP/IP
7 18 (0.74%) DHCP
7 18 (0.74%) LAN
7 18 (0.74%) VLAN
8 16 (0.66%) Intrusion Detection
8 16 (0.66%) Wireless
9 14 (0.57%) SD-WAN
10 13 (0.53%) Network Security
11 12 (0.49%) 5G
11 12 (0.49%) WPA
12 11 (0.45%) Internet
12 11 (0.45%) Wi-Fi
13 10 (0.41%) BGP
14 7 (0.29%) IPsec
Database & Business Intelligence
1 177 (7.25%) Power BI
2 138 (5.65%) Data Warehouse
3 89 (3.65%) Tableau
4 80 (3.28%) Enterprise Data Warehouse
5 79 (3.24%) Oracle Reports
6 78 (3.20%) SQL Server
7 60 (2.46%) Big Data
8 51 (2.09%) Elasticsearch
9 40 (1.64%) Relational Database
10 32 (1.31%) Data Lake
11 25 (1.02%) Data Mining
12 24 (0.98%) BusinessObjects
13 21 (0.86%) Power Query
14 20 (0.82%) SQL Server Reporting Services
15 19 (0.78%) SQL Server Integration Services
16 17 (0.70%) PostgreSQL
17 14 (0.57%) SAP BW
18 13 (0.53%) MySQL
19 12 (0.49%) Azure SQL Database
20 10 (0.41%) NoSQL
Development Applications
1 69 (2.83%) Git
2 49 (2.01%) JIRA
3 16 (0.66%) Jenkins
4 14 (0.57%) Selenium
5 12 (0.49%) Bazaar
6 11 (0.45%) Subversion
6 11 (0.45%) Visual Studio
7 7 (0.29%) Axure RP
8 6 (0.25%) GitLab
8 6 (0.25%) JMeter
8 6 (0.25%) JUnit
9 5 (0.20%) Balsamiq
9 5 (0.20%) Cypress.io
9 5 (0.20%) SQL Server Management Studio (SSMS)
10 4 (0.16%) Mocha
10 4 (0.16%) Oracle Forms
10 4 (0.16%) WebDriver
11 3 (0.12%) GDB
11 3 (0.12%) Maven
11 3 (0.12%) Mockito
General
1 898 (36.79%) Social Skills
2 512 (20.98%) Finance
3 420 (17.21%) Inclusion and Diversity
4 222 (9.09%) Marketing
5 194 (7.95%) Retail
6 130 (5.33%) Organisational Skills
7 117 (4.79%) Manufacturing
8 94 (3.85%) Presentation Skills
9 87 (3.56%) Advertising
10 82 (3.36%) Law
11 81 (3.32%) Military
12 72 (2.95%) Legal
13 70 (2.87%) Banking
14 58 (2.38%) Public Sector
15 45 (1.84%) Influencing Skills
16 40 (1.64%) Electronics
16 40 (1.64%) Telecoms
17 33 (1.35%) Games
18 27 (1.11%) Automotive
18 27 (1.11%) Billing
Job Titles
1 435 (17.82%) Senior
2 390 (15.98%) Trainer
3 353 (14.46%) Analyst
4 273 (11.18%) Infrastructure Engineer
5 215 (8.81%) Machine Learning Engineer
6 180 (7.37%) Developer
7 89 (3.65%) Data Analyst
8 67 (2.74%) Senior Manager
9 66 (2.70%) Consultant
9 66 (2.70%) Lead
9 66 (2.70%) Senior Analyst
10 57 (2.34%) Software Developer
11 55 (2.25%) Account Manager
11 55 (2.25%) Business Analyst
12 50 (2.05%) Senior Account Manager
13 47 (1.93%) Architect
14 42 (1.72%) Data Engineer
14 42 (1.72%) Financial Analyst
15 39 (1.60%) IT Support
15 39 (1.60%) Junior
Libraries, Frameworks & Software Standards
1 266 (10.90%) Elastic Stack
2 80 (3.28%) .NET
3 77 (3.15%) Node.js
4 53 (2.17%) Pandas
5 39 (1.60%) HTML
6 30 (1.23%) React
7 29 (1.19%) REST
8 22 (0.90%) AngularJS
8 22 (0.90%) CSS
9 17 (0.70%) Middleware
10 16 (0.66%) RESTful
11 15 (0.61%) JSON
12 13 (0.53%) Oracle Fusion
12 13 (0.53%) SOAP
13 11 (0.45%) Spring
14 10 (0.41%) OAuth
14 10 (0.41%) Spring Boot
14 10 (0.41%) XML
15 8 (0.33%) .NET Core
15 8 (0.33%) Kafka
Miscellaneous
1 312 (12.78%) Cyberattack
2 271 (11.10%) Self-Motivation
3 105 (4.30%) Analytical Mindset
4 59 (2.42%) Management Information System
5 58 (2.38%) Robotics
6 54 (2.21%) Marketing Technology
7 52 (2.13%) Digital Media
8 49 (2.01%) Algorithms
8 49 (2.01%) Data Structures
8 49 (2.01%) Social Media
9 42 (1.72%) Product Ownership
10 41 (1.68%) Onboarding
11 27 (1.11%) Driving Licence
11 27 (1.11%) PMI
12 26 (1.07%) Data Centre
13 22 (0.90%) Virtual Team
14 19 (0.78%) e-Learning
15 18 (0.74%) NHS
16 17 (0.70%) Blog
17 16 (0.66%) Enterprise Software
Operating Systems
1 382 (15.65%) Windows
2 371 (15.20%) Linux
3 315 (12.90%) Android
4 22 (0.90%) Unix
5 16 (0.66%) Windows Server
6 12 (0.49%) Windows 10
6 12 (0.49%) Windows Vista
7 11 (0.45%) Red Hat Enterprise Linux
8 8 (0.33%) Apple iOS
9 6 (0.25%) Mac OS
9 6 (0.25%) Windows 7
10 4 (0.16%) Windows Server 2019
11 3 (0.12%) Embedded Linux
12 2 (0.082%) Windows Server 2003
12 2 (0.082%) Windows Server 2016
13 1 (0.041%) Windows Server 2012
Processes & Methodologies
1 1,287 (52.72%) Problem-Solving
2 625 (25.60%) Agile
3 560 (22.94%) Artificial Intelligence
4 445 (18.23%) DevOps
5 403 (16.51%) Mathematics
6 401 (16.43%) Chemistry
7 369 (15.12%) Risk Management
8 359 (14.71%) Analytics
9 353 (14.46%) Mentoring
10 344 (14.09%) Conversational UI
11 337 (13.81%) Line Management
12 321 (13.15%) CI/CD
13 314 (12.86%) Machine Learning
14 275 (11.27%) Task Automation
15 274 (11.22%) Infrastructure Engineering
16 272 (11.14%) Data Science
17 266 (10.90%) Platform Engineering
18 262 (10.73%) Storage Management
19 238 (9.75%) Creative Thinking
20 230 (9.42%) Project Management
Programming Languages
1 761 (31.18%) Python
2 361 (14.79%) SQL
3 294 (12.04%) PowerShell
4 273 (11.18%) Bash
5 233 (9.55%) TypeScript
6 120 (4.92%) JavaScript
7 106 (4.34%) Java
8 87 (3.56%) C++
9 52 (2.13%) C#
10 50 (2.05%) Go
11 49 (2.01%) Rust
12 36 (1.47%) R
13 31 (1.27%) VBA
14 25 (1.02%) T-SQL
15 18 (0.74%) PL/SQL
16 17 (0.70%) Shell Script
17 15 (0.61%) Data Analysis Expressions
18 14 (0.57%) MATLAB
19 13 (0.53%) C
20 12 (0.49%) PHP
Qualifications
1 987 (40.43%) Degree
2 578 (23.68%) PhD
3 395 (16.18%) Master's Degree
4 151 (6.19%) Security Cleared
5 147 (6.02%) DBS Check
6 90 (3.69%) DV Cleared
7 67 (2.74%) Computer Science Degree
8 63 (2.58%) SC Cleared
9 50 (2.05%) CISSP
10 47 (1.93%) PMI Certification
11 27 (1.11%) CISM
12 23 (0.94%) ACCA
12 23 (0.94%) PMP
13 22 (0.90%) Microsoft Certification
14 21 (0.86%) CIMA
15 16 (0.66%) Cisco Certification
16 15 (0.61%) CompTIA Security+
17 12 (0.49%) CCNA
17 12 (0.49%) CEH
18 10 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 84 (3.44%) QA
2 64 (2.62%) Data Quality
3 56 (2.29%) GDPR
4 37 (1.52%) ISO/IEC 27001
5 35 (1.43%) Accessibility
6 25 (1.02%) SLA
7 20 (0.82%) PMO
8 19 (0.78%) NIST
9 14 (0.57%) PCI DSS
10 11 (0.45%) GRC
11 9 (0.37%) Actionable Recommendations
12 8 (0.33%) Cyber Essentials
12 8 (0.33%) GAAP
13 6 (0.25%) Cyber Essentials PLUS
13 6 (0.25%) Sarbanes-Oxley
13 6 (0.25%) SOC 2
13 6 (0.25%) WCAG
14 5 (0.20%) GxP
15 4 (0.16%) 21 CFR Part 11
15 4 (0.16%) HIPAA
System Software
1 330 (13.52%) Docker
2 267 (10.94%) Hyper-V
3 265 (10.86%) vSphere
4 262 (10.73%) VMware NSX
5 47 (1.93%) Active Directory
6 12 (0.49%) Firmware
6 12 (0.49%) VMware Infrastructure
7 11 (0.45%) Virtual Machines
8 4 (0.16%) Embedded Firmware
8 4 (0.16%) HDFS
9 3 (0.12%) VMware ESXi
10 2 (0.082%) Veritas Cluster Server
10 2 (0.082%) Virtual Desktop
11 1 (0.041%) Virtual Servers
Systems Management
1 325 (13.31%) Ansible
2 318 (13.03%) Terraform
3 70 (2.87%) Kubernetes
4 16 (0.66%) Microsoft Intune
5 11 (0.45%) Grafana
6 7 (0.29%) SCOM
7 6 (0.25%) SCCM
8 5 (0.20%) EMC NetWorker
8 5 (0.20%) Nessus
8 5 (0.20%) Prometheus
8 5 (0.20%) SCOrch
9 4 (0.16%) Nagios
9 4 (0.16%) Progress Chef
9 4 (0.16%) Puppet
10 3 (0.12%) Oracle RMAN
11 2 (0.082%) FortiGate
11 2 (0.082%) Iperf
11 2 (0.082%) SCSM
11 2 (0.082%) Single Sign-On
12 1 (0.041%) Dell DRAC
Vendors
1 352 (14.42%) Microsoft
2 342 (14.01%) PayPal
3 282 (11.55%) Cisco
4 270 (11.06%) Splunk
5 268 (10.98%) Juniper
6 262 (10.73%) 3PAR
7 169 (6.92%) Google
8 124 (5.08%) Oracle
9 94 (3.85%) Databricks
10 89 (3.65%) SAP
11 88 (3.61%) Adobe
12 44 (1.80%) Salesforce
13 37 (1.52%) TikTok
14 31 (1.27%) ServiceNow
15 30 (1.23%) VMware
16 24 (0.98%) Facebook
17 14 (0.57%) IBM
17 14 (0.57%) Red Hat
18 11 (0.45%) Ahrefs
19 9 (0.37%) Tenable