Analytical Skills Job Trends in Yorkshire

Analytical Skills
England > Yorkshire

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 6 October 2026, comparing them to the same period in the previous two years.

6 months to
6 Oct 2026
Same period 2025 Same period 2024
Rank 23 16 25
Rank change year-on-year -7 +9 -1
Permanent jobs citing Analytical Skills 316 367 307
As % of all permanent jobs in Yorkshire 4.13% 10.88% 6.63%
As % of the General category 10.44% 16.97% 11.11%
Number of salaries quoted 206 95 134
10th Percentile £31,250 £25,750 £30,300
25th Percentile £40,000 £30,000 £40,313
Median annual salary (50th Percentile) £47,000 £40,000 £52,500
Median % change year-on-year +17.50% -23.81% +5.00%
75th Percentile £58,750 £57,500 £64,688
90th Percentile £85,324 £70,000 £75,500
England median annual salary £51,375 £50,000 £55,000
% change year-on-year +2.75% -9.09% -3.51%

All General Skills
Yorkshire

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 requiring general skills in Yorkshire.

Permanent vacancies with a requirement for general skills 3,026 2,163 2,763
As % of all permanent jobs advertised in Yorkshire 39.52% 64.13% 59.69%
Number of salaries quoted 1,962 973 1,065
10th Percentile £28,500 £25,250 £29,420
25th Percentile £36,250 £29,250 £38,500
Median annual salary (50th Percentile) £50,000 £42,000 £50,000
Median % change year-on-year +19.05% -16.00% -
75th Percentile £65,000 £60,000 £65,000
90th Percentile £85,000 £78,950 £79,500
England median annual salary £55,000 £54,793 £57,945
% change year-on-year +0.38% -5.44% -3.43%

Analytical Skills
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of permanent IT job postings citing Analytical Skills relative to all permanent IT jobs advertised in Yorkshire.

Analytical Skills job vacancy trend in Yorkshire

Analytical Skills
Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Analytical Skills.

Salary distribution trend for jobs in Yorkshire citing Analytical Skills

Analytical Skills
Salary Histogram in Yorkshire

Salary distribution for jobs citing Analytical Skills in Yorkshire over the 6 months to 6 October 2026.

Salary histogram for Analytical Skills in Yorkshire

Analytical Skills
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Yorkshire region over the 6 months to 6 October 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -14 171 £52,000 +9.47% 253
South Yorkshire -23 64 £45,000 +12.50% 107
East Yorkshire +13 32 £45,527 - 29
North Yorkshire -18 21 £45,000 +32.82% 43
Analytical Skills
England

Analytical Skills
Co-Occurring Skills & Capabilities in Yorkshire 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 19 (6.01%) Microsoft Exchange
2 17 (5.38%) SharePoint
3 4 (1.27%) Palantir Foundry
4 3 (0.95%) Confluence
4 3 (0.95%) nginx
5 2 (0.63%) Apache Spark
5 2 (0.63%) Jupyter
6 1 (0.32%) Apache
6 1 (0.32%) Apache Airflow
6 1 (0.32%) CICS
6 1 (0.32%) CMS
6 1 (0.32%) IIS
Applications
1 52 (16.46%) Microsoft Excel
2 44 (13.92%) Microsoft Office
3 10 (3.16%) Spreadsheet
4 7 (2.22%) Microsoft PowerPoint
5 3 (0.95%) Microsoft Project
6 2 (0.63%) AutoCAD
6 2 (0.63%) LaTeX
7 1 (0.32%) SPSS
Business Applications
1 9 (2.85%) SAP S/4HANA
2 5 (1.58%) Odoo
3 2 (0.63%) Sage 200
3 2 (0.63%) SAP CRM
4 1 (0.32%) Dynamics CRM
4 1 (0.32%) NetSuite
4 1 (0.32%) Oracle EBS
4 1 (0.32%) Oracle ERP
4 1 (0.32%) SAP ERP
4 1 (0.32%) SAP MDM
4 1 (0.32%) Shopify
Cloud Services
1 50 (15.82%) Azure
2 42 (13.29%) AWS
3 28 (8.86%) GCP
4 27 (8.54%) Power Platform
5 22 (6.96%) Microsoft 365
6 13 (4.11%) Amazon EC2
7 12 (3.80%) Serverless
8 11 (3.48%) Amazon ECS
8 11 (3.48%) Entra ID
8 11 (3.48%) SaaS
9 10 (3.16%) AWS Lambda
9 10 (3.16%) Azure Data Factory
9 10 (3.16%) Azure Synapse Analytics
10 9 (2.85%) Amazon S3
10 9 (2.85%) AWS CloudFormation
11 8 (2.53%) Amazon CloudWatch
12 6 (1.90%) Amazon EKS
12 6 (1.90%) Amazon EMR
12 6 (1.90%) Dynamics 365
12 6 (1.90%) Virtual Private Cloud
Communications & Networking
1 13 (4.11%) Firewall
2 8 (2.53%) DHCP
2 8 (2.53%) DNS
2 8 (2.53%) TCP/IP
2 8 (2.53%) VPN
3 7 (2.22%) Wi-Fi
3 7 (2.22%) Wireless
4 5 (1.58%) HTTP
4 5 (1.58%) Internet
4 5 (1.58%) LAN
5 4 (1.27%) ATM
5 4 (1.27%) SSL
5 4 (1.27%) WAN
6 3 (0.95%) Reverse Proxy
7 2 (0.63%) Profibus
8 1 (0.32%) Broadband
8 1 (0.32%) DSL
8 1 (0.32%) NGN
Database & Business Intelligence
1 17 (5.38%) Power BI
2 14 (4.43%) Data Warehouse
2 14 (4.43%) Metadata
3 10 (3.16%) Relational Database
4 8 (2.53%) BigQuery
4 8 (2.53%) SQL Server
5 7 (2.22%) Amazon Redshift
6 6 (1.90%) Amazon RDS
6 6 (1.90%) Semantic Layer
6 6 (1.90%) Spark SQL
6 6 (1.90%) Star Schema
7 5 (1.58%) Metadata Repository
7 5 (1.58%) RDBMS
7 5 (1.58%) Tableau
8 4 (1.27%) Data Lake
9 3 (0.95%) Big Data
9 3 (0.95%) ClickHouse
9 3 (0.95%) Data Mining
9 3 (0.95%) Elasticsearch
9 3 (0.95%) NonStop SQL
Development Applications
1 10 (3.16%) Git
1 10 (3.16%) JIRA
2 7 (2.22%) GitLab
3 3 (0.95%) Appium
3 3 (0.95%) Jenkins
3 3 (0.95%) Selenium
4 2 (0.63%) JMeter
4 2 (0.63%) Postman
4 2 (0.63%) Ranorex
5 1 (0.32%) Cypress.io
General
1 143 (45.25%) Social Skills
2 98 (31.01%) Finance
3 40 (12.66%) Organisational Skills
4 34 (10.76%) Public Sector
5 33 (10.44%) Manufacturing
6 23 (7.28%) Marketing
7 20 (6.33%) Law
8 19 (6.01%) Influencing Skills
8 19 (6.01%) Retail
9 14 (4.43%) Legal
10 11 (3.48%) Games
11 10 (3.16%) Banking
12 8 (2.53%) Documentation Skills
12 8 (2.53%) Presentation Skills
12 8 (2.53%) Telecoms
13 7 (2.22%) Automotive
14 6 (1.90%) Financial Institution
14 6 (1.90%) iGaming
14 6 (1.90%) Local Government
15 5 (1.58%) Aerospace
Job Titles
1 84 (26.58%) Analyst
2 46 (14.56%) Senior
3 33 (10.44%) Business Analyst
4 22 (6.96%) Architect
5 20 (6.33%) Data Engineer
5 20 (6.33%) Senior Manager
6 17 (5.38%) Support Engineer
7 15 (4.75%) Data Analyst
7 15 (4.75%) Systems Analyst
8 14 (4.43%) Data Architect
8 14 (4.43%) IT Support
8 14 (4.43%) Lead
9 13 (4.11%) IT Analyst
10 12 (3.80%) Operations Manager
11 11 (3.48%) DevOps Engineer
12 10 (3.16%) Support Analyst
13 9 (2.85%) IT Engineer
13 9 (2.85%) IT Support Engineer
14 8 (2.53%) Category Manager
14 8 (2.53%) Technical Analyst
Libraries, Frameworks & Software Standards
1 14 (4.43%) Terraform
2 9 (2.85%) .NET
2 9 (2.85%) REST
3 8 (2.53%) PySpark
4 6 (1.90%) EDI
5 4 (1.27%) JSON
5 4 (1.27%) Middleware
5 4 (1.27%) SOAP
5 4 (1.27%) Web Services
5 4 (1.27%) WSDL
5 4 (1.27%) XML
5 4 (1.27%) XSD
5 4 (1.27%) XSLT
6 3 (0.95%) HTML5 Canvas
6 3 (0.95%) Kafka
6 3 (0.95%) Playwright
7 2 (0.63%) .NET Core
7 2 (0.63%) ADO
7 2 (0.63%) ASP.NET
7 2 (0.63%) Flutter
Miscellaneous
1 21 (6.65%) Analytical Mindset
2 20 (6.33%) Management Information System
3 12 (3.80%) Onboarding
4 11 (3.48%) Linux Command Line
5 10 (3.16%) Hybrid Cloud
6 9 (2.85%) Driving Licence
7 8 (2.53%) Product Ownership
8 7 (2.22%) Mobile App
8 7 (2.22%) Robotics
9 6 (1.90%) Sports Betting
10 5 (1.58%) Data Centre
10 5 (1.58%) Distributed Systems
10 5 (1.58%) Low-Code
10 5 (1.58%) Operational Technology
10 5 (1.58%) Taxonomies
11 4 (1.27%) AI Agents
11 4 (1.27%) Credit Risk
11 4 (1.27%) Data Structures
11 4 (1.27%) Life Science
11 4 (1.27%) Social Media
Operating Systems
1 23 (7.28%) Windows
2 16 (5.06%) Windows Server
3 10 (3.16%) Windows Server 2019
4 8 (2.53%) Windows 10
5 7 (2.22%) Linux
6 5 (1.58%) Windows Server 2016
7 1 (0.32%) Android
7 1 (0.32%) Apple iOS
7 1 (0.32%) Mac OS
7 1 (0.32%) zOS
Processes & Methodologies
1 139 (43.99%) Problem-Solving
2 105 (33.23%) Continuous Improvement
3 71 (22.47%) Stakeholder Management
4 68 (21.52%) Analytics
4 68 (21.52%) Decision-Making
5 66 (20.89%) Agile
6 46 (14.56%) ERP
7 44 (13.92%) AI
8 42 (13.29%) Mentoring
9 36 (11.39%) CI/CD
10 35 (11.08%) Business Intelligence
11 30 (9.49%) Coaching
11 30 (9.49%) Data Modelling
11 30 (9.49%) ITIL
11 30 (9.49%) Project Delivery
12 29 (9.18%) DevOps
13 28 (8.86%) Process Improvement
14 27 (8.54%) Collaborative Working
14 27 (8.54%) CRM
15 26 (8.23%) Time Management
Programming Languages
1 58 (18.35%) SQL
2 46 (14.56%) Python
3 13 (4.11%) Java
4 11 (3.48%) C#
4 11 (3.48%) JavaScript
5 9 (2.85%) Bash
6 7 (2.22%) PowerShell
6 7 (2.22%) Scala
7 5 (1.58%) Shell Script
8 4 (1.27%) C++
8 4 (1.27%) COBOL
8 4 (1.27%) XPath
9 2 (0.63%) C
9 2 (0.63%) Dart
9 2 (0.63%) Data Analysis Expressions
9 2 (0.63%) Go
9 2 (0.63%) Ladder Logic
9 2 (0.63%) VB.NET
10 1 (0.32%) Natural
10 1 (0.32%) T-SQL
Qualifications
1 58 (18.35%) Degree
2 13 (4.11%) ACCA
2 13 (4.11%) CIMA
3 12 (3.80%) Security Cleared
4 11 (3.48%) SC Cleared
5 9 (2.85%) Microsoft Certification
6 8 (2.53%) DBS Check
7 7 (2.22%) Computer Science Degree
8 5 (1.58%) Azure Certification
8 5 (1.58%) CCNA
8 5 (1.58%) Cisco Certification
8 5 (1.58%) HNC
8 5 (1.58%) Postgraduate
9 4 (1.27%) Numerate Degree
9 4 (1.27%) PMP
9 4 (1.27%) SAP Certification
10 3 (0.95%) HND
10 3 (0.95%) Master's Degree
10 3 (0.95%) PMI Certification
11 2 (0.63%) PhD
Quality Assurance & Compliance
1 49 (15.51%) Data Quality
2 14 (4.43%) GDPR
3 13 (4.11%) Cyber Essentials
4 11 (3.48%) QA
5 10 (3.16%) ISO/IEC 27001
6 5 (1.58%) Accessibility
6 5 (1.58%) Sarbanes-Oxley
7 3 (0.95%) ISO 19650
7 3 (0.95%) ISO 8583
7 3 (0.95%) PMO
8 2 (0.63%) Actionable Recommendations
8 2 (0.63%) IEC 61131
8 2 (0.63%) ISO 9001
8 2 (0.63%) SLA
9 1 (0.32%) GRC
9 1 (0.32%) ISO/IEC 20000
9 1 (0.32%) ISO/IEC 42001
9 1 (0.32%) NCSC
9 1 (0.32%) NIST
System Software
1 20 (6.33%) Active Directory
2 12 (3.80%) Docker
Systems Management
1 10 (3.16%) Microsoft Intune
2 3 (0.95%) Ansible
2 3 (0.95%) Grafana
2 3 (0.95%) Prometheus
3 2 (0.63%) Kubernetes
4 1 (0.32%) SCCM
Vendors
1 88 (27.85%) Microsoft
2 17 (5.38%) Google
3 15 (4.75%) SAP
4 11 (3.48%) Databricks
5 7 (2.22%) Veeam
6 6 (1.90%) Cisco
6 6 (1.90%) Oracle
6 6 (1.90%) Salesforce
7 5 (1.58%) Foundry
7 5 (1.58%) iManage
7 5 (1.58%) Meraki
7 5 (1.58%) TikTok
8 4 (1.27%) CheckPoint
8 4 (1.27%) Informatica
8 4 (1.27%) Palantir
8 4 (1.27%) VocaLink
9 3 (0.95%) HP
9 3 (0.95%) Snapchat
9 3 (0.95%) Workday
9 3 (0.95%) YouTube