Analytical Skills Job Trends in West Yorkshire

Analytical Skills
Yorkshire > West Yorkshire

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in West Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 17 January 2026, comparing them to the same period in the previous two years.

6 months to
17 Jan 2026
Same period 2025 Same period 2024
Rank 22 24 14
Rank change year-on-year +2 -10 +2
Permanent jobs citing Analytical Skills 145 106 256
As % of all permanent jobs in West Yorkshire 7.67% 7.34% 11.96%
As % of the General category 13.45% 11.23% 17.77%
Number of salaries quoted 61 57 187
10th Percentile - £31,250 £32,676
25th Percentile £35,000 £41,250 £42,500
Median annual salary (50th Percentile) £55,000 £50,000 £51,528
Median % change year-on-year +10.00% -2.97% +3.06%
75th Percentile £70,000 £62,500 £67,500
90th Percentile £85,000 £72,304 £72,433
Yorkshire median annual salary £42,500 £50,000 £50,000
% change year-on-year -15.00% - +4.17%

All General Skills
West 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 West Yorkshire.

Permanent vacancies with a requirement for general skills 1,078 944 1,441
As % of all permanent jobs advertised in West Yorkshire 57.04% 65.37% 67.34%
Number of salaries quoted 593 454 1,082
10th Percentile £28,250 £26,000 £30,000
25th Percentile £33,000 £40,000 £41,227
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% -
75th Percentile £68,750 £69,500 £72,433
90th Percentile £85,000 £87,500 £89,904
Yorkshire median annual salary £42,500 £50,000 £50,000
% change year-on-year -15.00% - -4.76%

Analytical Skills
Job Vacancy Trend in West Yorkshire

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

Analytical Skills job vacancy trend in West Yorkshire

Analytical Skills
Salary Trend in West Yorkshire

Salary distribution trend for jobs in West Yorkshire citing Analytical Skills.

Salary distribution trend for jobs in West Yorkshire citing Analytical Skills

Analytical Skills
Salary Histogram in West Yorkshire

Salary distribution for jobs citing Analytical Skills in West Yorkshire over the 6 months to 17 January 2026.

Salary histogram for Analytical Skills in West Yorkshire

Analytical Skills
Job Locations in West 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 West Yorkshire region over the 6 months to 17 January 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
Leeds -2 99 £55,000 - 39
Bradford +1 28 £49,000 -8.41% 23
Wakefield +4 14 £75,000 +57.89% 14
Huddersfield +1 2 £40,000 -27.27% 1
Pontefract - 2 £58,250 - 1
Analytical Skills
Yorkshire

Analytical Skills
Co-Occurring Skills & Capabilities in West 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 7 (4.83%) Apache Spark
1 7 (4.83%) SharePoint
2 6 (4.14%) Apache
3 4 (2.76%) Apache Airflow
3 4 (2.76%) Confluence
4 3 (2.07%) Microsoft Exchange
5 2 (1.38%) HCL Notes
5 2 (1.38%) IIS
5 2 (1.38%) Oracle SOA Suite
6 1 (0.69%) OpenStack
Applications
1 43 (29.66%) Chatbot
2 25 (17.24%) Microsoft Excel
3 3 (2.07%) Microsoft Office
3 3 (2.07%) Microsoft PowerPoint
4 2 (1.38%) Spreadsheet
5 1 (0.69%) Microsoft Project
5 1 (0.69%) MS Visio
Business Applications
1 2 (1.38%) Oracle BPM
2 1 (0.69%) Oracle Applications
2 1 (0.69%) Shopify
Cloud Services
1 25 (17.24%) AWS
2 17 (11.72%) Azure
3 16 (11.03%) Power Platform
4 7 (4.83%) dbt
4 7 (4.83%) GitHub
4 7 (4.83%) Microsoft 365
5 6 (4.14%) Serverless
6 5 (3.45%) Azure DevOps
6 5 (3.45%) Power Automate
6 5 (3.45%) PowerApps
7 4 (2.76%) Amazon S3
7 4 (2.76%) Amazon SQS
7 4 (2.76%) Azure Synapse Analytics
7 4 (2.76%) GCP
7 4 (2.76%) SaaS
8 3 (2.07%) AWS CloudFormation
8 3 (2.07%) AWS Step Functions
8 3 (2.07%) Azure Data Factory
8 3 (2.07%) Entra ID
8 3 (2.07%) OCI
Communications & Networking
1 3 (2.07%) Wi-Fi
2 2 (1.38%) Firewall
2 2 (1.38%) NGFW
2 2 (1.38%) VXLAN
2 2 (1.38%) Wireshark
3 1 (0.69%) LAN
3 1 (0.69%) Network Security
3 1 (0.69%) SMS
3 1 (0.69%) WAN
Database & Business Intelligence
1 17 (11.72%) Tableau
2 16 (11.03%) Power BI
3 14 (9.66%) Data Mining
4 8 (5.52%) Metadata
5 7 (4.83%) Amazon Redshift
5 7 (4.83%) DynamoDB
5 7 (4.83%) NoSQL
6 6 (4.14%) Data Lake
6 6 (4.14%) Data Warehouse
6 6 (4.14%) SQL Server
6 6 (4.14%) SQL Server Reporting Services
7 4 (2.76%) Data Vault
8 3 (2.07%) Amazon Aurora
8 3 (2.07%) Apache Iceberg
9 2 (1.38%) Azure SQL Database
9 2 (1.38%) BigQuery
9 2 (1.38%) Oracle BI Publisher
9 2 (1.38%) Power Query
9 2 (1.38%) SQL Server Analysis Services
9 2 (1.38%) SQL Server Integration Services
Development Applications
1 6 (4.14%) JIRA
2 3 (2.07%) Jenkins
3 2 (1.38%) Git
4 1 (0.69%) Appium
4 1 (0.69%) Cypress.io
4 1 (0.69%) JUnit
4 1 (0.69%) Postman
4 1 (0.69%) REST Assured
4 1 (0.69%) Selenium
General
1 60 (41.38%) Social Skills
2 35 (24.14%) Finance
3 10 (6.90%) Organisational Skills
3 10 (6.90%) Public Sector
4 6 (4.14%) Manufacturing
5 5 (3.45%) Inclusion and Diversity
6 4 (2.76%) Presentation Skills
7 3 (2.07%) Banking
7 3 (2.07%) Legal
7 3 (2.07%) Retail
7 3 (2.07%) Tech for Good
7 3 (2.07%) Telecoms
8 2 (1.38%) Financial Institution
8 2 (1.38%) Influencing Skills
9 1 (0.69%) Billing
9 1 (0.69%) Documentation Skills
9 1 (0.69%) Games
9 1 (0.69%) Law
9 1 (0.69%) Marketing
Job Titles
1 43 (29.66%) Trainer
2 33 (22.76%) Analyst
3 25 (17.24%) Senior
4 14 (9.66%) Trainee
5 12 (8.28%) Business Analyst
5 12 (8.28%) Data Analyst
5 12 (8.28%) Trainee Analyst
5 12 (8.28%) Trainee Data Analyst
6 11 (7.59%) Architect
6 11 (7.59%) Developer
7 9 (6.21%) Research Scientist
8 7 (4.83%) Data Architect
9 6 (4.14%) Data Engineer
9 6 (4.14%) Lead
9 6 (4.14%) Senior Data Engineer
9 6 (4.14%) Senior Developer
10 5 (3.45%) Data Manager
10 5 (3.45%) Java Developer
11 4 (2.76%) Business Manager
11 4 (2.76%) Technical Analyst
Libraries, Frameworks & Software Standards
1 10 (6.90%) React
2 6 (4.14%) Flutter
3 3 (2.07%) .NET
3 3 (2.07%) Pandas
4 2 (1.38%) ASP.NET
4 2 (1.38%) ASP.NET MVC
4 2 (1.38%) CSS
4 2 (1.38%) Django
4 2 (1.38%) FastAPI
4 2 (1.38%) Flask
4 2 (1.38%) HTML
4 2 (1.38%) Node.js
4 2 (1.38%) REST
4 2 (1.38%) Vue
4 2 (1.38%) WCF
5 1 (0.69%) Elastic Stack
5 1 (0.69%) Kafka
5 1 (0.69%) MACH
5 1 (0.69%) Mustache
5 1 (0.69%) Spring Boot
Miscellaneous
1 9 (6.21%) Data Structures
1 9 (6.21%) Management Information System
2 7 (4.83%) Analytical Mindset
3 5 (3.45%) Virtual Team
4 4 (2.76%) Onboarding
5 3 (2.07%) Self-Motivation
6 2 (1.38%) Data Centre
6 2 (1.38%) Distributed Systems
6 2 (1.38%) Educational Technology
6 2 (1.38%) Legacy Systems
6 2 (1.38%) Low-Code
6 2 (1.38%) Mobile App
6 2 (1.38%) PKI
6 2 (1.38%) Product Ownership
6 2 (1.38%) SCADA
7 1 (0.69%) Cyber Threat
7 1 (0.69%) FMCG
7 1 (0.69%) IoT
7 1 (0.69%) PMI
7 1 (0.69%) Public Cloud
Operating Systems
1 2 (1.38%) Linux
1 2 (1.38%) Windows
1 2 (1.38%) Windows Server
Processes & Methodologies
1 54 (37.24%) AI
2 47 (32.41%) Problem-Solving
3 43 (29.66%) Chemistry
3 43 (29.66%) Conversational UI
4 39 (26.90%) Agile
5 27 (18.62%) Analytics
6 25 (17.24%) Business Intelligence
7 24 (16.55%) Project Management
8 23 (15.86%) Data Modelling
9 22 (15.17%) Business Analysis
10 21 (14.48%) Continuous Improvement
11 20 (13.79%) Stakeholder Management
12 19 (13.10%) Data Analysis
13 18 (12.41%) Decision-Making
14 17 (11.72%) DevOps
15 16 (11.03%) Data Governance
15 16 (11.03%) SDLC
16 15 (10.34%) Roadmaps
16 15 (10.34%) Stakeholder Engagement
17 14 (9.66%) Data Architecture
Programming Languages
1 29 (20.00%) SQL
2 28 (19.31%) Python
3 10 (6.90%) Java
4 6 (4.14%) Go
4 6 (4.14%) JavaScript
5 5 (3.45%) C#
6 4 (2.76%) Data Analysis Expressions
6 4 (2.76%) Kotlin
6 4 (2.76%) Scala
6 4 (2.76%) T-SQL
7 2 (1.38%) C++
Qualifications
1 57 (39.31%) Degree
2 45 (31.03%) Master's Degree
3 43 (29.66%) PhD
4 4 (2.76%) Computer Science Degree
5 3 (2.07%) AWS Certification
5 3 (2.07%) SC Cleared
5 3 (2.07%) Security Cleared
6 2 (1.38%) PMI Certification
7 1 (0.69%) DBS Check
7 1 (0.69%) ITIL Certification
7 1 (0.69%) ITIL Foundation Certificate
7 1 (0.69%) Microsoft Certification
7 1 (0.69%) PMP
7 1 (0.69%) Six Sigma Green Belt
Quality Assurance & Compliance
1 20 (13.79%) Data Quality
2 7 (4.83%) ISO/IEC 27001
3 6 (4.14%) QA
4 5 (3.45%) Cyber Essentials
4 5 (3.45%) GDPR
5 4 (2.76%) PCI DSS
6 3 (2.07%) PMO
7 2 (1.38%) Cyber Essentials PLUS
7 2 (1.38%) SLA
8 1 (0.69%) Actionable Recommendations
8 1 (0.69%) ISO/IEC 20000
System Software
1 6 (4.14%) Docker
2 3 (2.07%) Active Directory
Systems Management
1 5 (3.45%) Terraform
2 2 (1.38%) Ansible
2 2 (1.38%) Kubernetes
Vendors
1 43 (29.66%) PayPal
2 33 (22.76%) Microsoft
3 4 (2.76%) Oracle
4 3 (2.07%) Openreach
5 2 (1.38%) Arista
5 2 (1.38%) Aruba
5 2 (1.38%) Google
5 2 (1.38%) Lotus
5 2 (1.38%) NetScout
6 1 (0.69%) Cisco
6 1 (0.69%) ESRI
6 1 (0.69%) Fortinet
6 1 (0.69%) Genesys
6 1 (0.69%) HP
6 1 (0.69%) JDA
6 1 (0.69%) RedPrairie
6 1 (0.69%) Salesforce
6 1 (0.69%) SAP
6 1 (0.69%) TOWER Software
6 1 (0.69%) WooCommerce