Analytical Skills Job Trends in Leeds

Analytical Skills
West Yorkshire > Leeds

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 12 January 2026, comparing them to the same period in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 27 22 15
Rank change year-on-year -5 -7 +17
Permanent jobs citing Analytical Skills 95 77 152
As % of all permanent jobs in Leeds 7.14% 7.59% 10.97%
As % of the General category 12.80% 11.60% 17.69%
Number of salaries quoted 45 38 110
10th Percentile - £29,450 £36,250
25th Percentile £35,000 £33,125 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £53,250
Median % change year-on-year - +3.29% +13.90%
75th Percentile £75,000 £62,460 £70,250
90th Percentile £85,150 £69,500 £80,375
West Yorkshire median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% +5.00%

All General Skills
Leeds

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 Leeds.

Permanent vacancies with a requirement for general skills 742 664 859
As % of all permanent jobs advertised in Leeds 55.75% 65.42% 61.98%
Number of salaries quoted 470 354 617
10th Percentile £28,250 £25,825 £31,250
25th Percentile £33,563 £36,250 £42,500
Median annual salary (50th Percentile) £57,500 £50,000 £58,000
Median % change year-on-year +15.00% -13.79% +5.45%
75th Percentile £72,188 £69,500 £75,000
90th Percentile £90,000 £85,000 £90,000
West Yorkshire median annual salary £55,000 £50,000 £56,500
% change year-on-year +10.00% -11.50% +2.73%

Analytical Skills
Job Vacancy Trend in Leeds

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

Analytical Skills job vacancy trend in Leeds

Analytical Skills
Salary Trend in Leeds

Salary distribution trend for jobs in Leeds citing Analytical Skills.

Salary distribution trend for jobs in Leeds citing Analytical Skills

Analytical Skills
Salary Histogram in Leeds

Salary distribution for jobs citing Analytical Skills in Leeds over the 6 months to 12 January 2026.

Salary histogram for Analytical Skills in Leeds

Analytical Skills
Co-Occurring Skills & Capabilities in Leeds 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 (7.37%) Apache Spark
2 6 (6.32%) Apache
3 4 (4.21%) Apache Airflow
3 4 (4.21%) Confluence
4 2 (2.11%) SharePoint
5 1 (1.05%) OpenStack
Applications
1 21 (22.11%) Microsoft Excel
2 16 (16.84%) Chatbot
3 3 (3.16%) Microsoft Office
3 3 (3.16%) Microsoft PowerPoint
4 1 (1.05%) Microsoft Project
4 1 (1.05%) MS Visio
Business Applications
1 1 (1.05%) Oracle Applications
1 1 (1.05%) Shopify
Cloud Services
1 23 (24.21%) AWS
2 12 (12.63%) Azure
3 11 (11.58%) Power Platform
4 7 (7.37%) dbt
4 7 (7.37%) GitHub
5 6 (6.32%) Serverless
6 5 (5.26%) Azure DevOps
7 4 (4.21%) Amazon S3
7 4 (4.21%) Amazon SQS
7 4 (4.21%) Azure Synapse Analytics
7 4 (4.21%) GCP
7 4 (4.21%) SaaS
8 3 (3.16%) AWS CloudFormation
8 3 (3.16%) AWS Lambda
8 3 (3.16%) AWS Step Functions
8 3 (3.16%) Azure Data Factory
8 3 (3.16%) Microsoft 365
9 2 (2.11%) Amazon ECS
9 2 (2.11%) Azure Logic Apps
9 2 (2.11%) PowerApps
Communications & Networking
1 2 (2.11%) LAN
1 2 (2.11%) WAN
1 2 (2.11%) Wi-Fi
2 1 (1.05%) Network Security
2 1 (1.05%) SMS
Database & Business Intelligence
1 15 (15.79%) Tableau
2 12 (12.63%) Data Mining
3 11 (11.58%) Power BI
4 8 (8.42%) Metadata
5 7 (7.37%) Amazon Redshift
5 7 (7.37%) DynamoDB
5 7 (7.37%) NoSQL
6 6 (6.32%) Data Lake
6 6 (6.32%) Data Warehouse
7 4 (4.21%) Data Vault
7 4 (4.21%) SQL Server
7 4 (4.21%) SQL Server Reporting Services
8 3 (3.16%) Amazon Aurora
8 3 (3.16%) Apache Iceberg
9 2 (2.11%) Azure SQL Database
9 2 (2.11%) BigQuery
9 2 (2.11%) Oracle BI Publisher
9 2 (2.11%) Power Query
10 1 (1.05%) PostgreSQL
10 1 (1.05%) Relational Database
Development Applications
1 5 (5.26%) JIRA
2 3 (3.16%) Jenkins
3 2 (2.11%) Git
4 1 (1.05%) Appium
4 1 (1.05%) Cypress.io
4 1 (1.05%) JUnit
4 1 (1.05%) Postman
4 1 (1.05%) REST Assured
4 1 (1.05%) Selenium
General
1 44 (46.32%) Social Skills
2 32 (33.68%) Finance
3 7 (7.37%) Organisational Skills
4 6 (6.32%) Public Sector
5 5 (5.26%) Inclusion and Diversity
6 4 (4.21%) Presentation Skills
7 3 (3.16%) Banking
7 3 (3.16%) Telecoms
8 2 (2.11%) Financial Institution
8 2 (2.11%) Influencing Skills
9 1 (1.05%) Billing
9 1 (1.05%) Documentation Skills
9 1 (1.05%) Games
9 1 (1.05%) Law
9 1 (1.05%) Legal
9 1 (1.05%) Manufacturing
9 1 (1.05%) Marketing
9 1 (1.05%) Retail
Job Titles
1 26 (27.37%) Analyst
2 19 (20.00%) Senior
3 16 (16.84%) Trainer
4 12 (12.63%) Data Analyst
4 12 (12.63%) Trainee
4 12 (12.63%) Trainee Analyst
4 12 (12.63%) Trainee Data Analyst
5 11 (11.58%) Architect
6 9 (9.47%) Business Analyst
6 9 (9.47%) Developer
7 7 (7.37%) Data Architect
8 6 (6.32%) Data Engineer
8 6 (6.32%) Senior Data Engineer
9 5 (5.26%) Java Developer
10 4 (4.21%) Business Manager
10 4 (4.21%) Lead
10 4 (4.21%) Senior Developer
10 4 (4.21%) Technical Analyst
11 3 (3.16%) Project Support Officer
11 3 (3.16%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 10 (10.53%) React
2 6 (6.32%) Flutter
3 3 (3.16%) Pandas
4 2 (2.11%) CSS
4 2 (2.11%) Django
4 2 (2.11%) FastAPI
4 2 (2.11%) Flask
4 2 (2.11%) HTML
4 2 (2.11%) Node.js
4 2 (2.11%) REST
4 2 (2.11%) Vue
5 1 (1.05%) .NET
5 1 (1.05%) Elastic Stack
5 1 (1.05%) Kafka
5 1 (1.05%) MACH
5 1 (1.05%) Mustache
5 1 (1.05%) Oracle Fusion
5 1 (1.05%) SOAP
5 1 (1.05%) Spring
5 1 (1.05%) Spring Boot
Miscellaneous
1 9 (9.47%) Data Structures
2 7 (7.37%) Analytical Mindset
2 7 (7.37%) Management Information System
3 5 (5.26%) Virtual Team
4 4 (4.21%) Onboarding
5 3 (3.16%) Self-Motivation
6 2 (2.11%) Distributed Systems
6 2 (2.11%) Educational Technology
6 2 (2.11%) Low-Code
6 2 (2.11%) Product Ownership
7 1 (1.05%) AI Agents
7 1 (1.05%) Cloud Native
7 1 (1.05%) FMCG
7 1 (1.05%) IoT
7 1 (1.05%) Legacy Systems
7 1 (1.05%) PMI
7 1 (1.05%) Public Cloud
Processes & Methodologies
1 35 (36.84%) Agile
2 33 (34.74%) Problem-Solving
3 25 (26.32%) AI
4 24 (25.26%) Project Management
5 23 (24.21%) Analytics
6 19 (20.00%) Continuous Improvement
6 19 (20.00%) Data Modelling
6 19 (20.00%) Stakeholder Management
7 18 (18.95%) Business Intelligence
8 17 (17.89%) Business Analysis
8 17 (17.89%) Data Analysis
8 17 (17.89%) Decision-Making
9 16 (16.84%) Chemistry
9 16 (16.84%) Conversational UI
10 14 (14.74%) Data Architecture
10 14 (14.74%) DevOps
10 14 (14.74%) SDLC
11 13 (13.68%) Data Analytics
11 13 (13.68%) Data Design
11 13 (13.68%) Stakeholder Engagement
Programming Languages
1 25 (26.32%) SQL
2 24 (25.26%) Python
3 10 (10.53%) Java
4 6 (6.32%) Go
4 6 (6.32%) JavaScript
5 4 (4.21%) Data Analysis Expressions
5 4 (4.21%) Kotlin
5 4 (4.21%) Scala
6 3 (3.16%) C#
7 2 (2.11%) T-SQL
Qualifications
1 26 (27.37%) Degree
2 18 (18.95%) Master's Degree
3 16 (16.84%) PhD
4 4 (4.21%) Computer Science Degree
5 3 (3.16%) AWS Certification
5 3 (3.16%) SC Cleared
5 3 (3.16%) Security Cleared
6 2 (2.11%) PMI Certification
7 1 (1.05%) DBS Check
7 1 (1.05%) ITIL Certification
7 1 (1.05%) Microsoft Certification
7 1 (1.05%) PMP
7 1 (1.05%) Six Sigma Green Belt
Quality Assurance & Compliance
1 15 (15.79%) Data Quality
2 5 (5.26%) Cyber Essentials
2 5 (5.26%) GDPR
3 3 (3.16%) PMO
3 3 (3.16%) QA
4 2 (2.11%) Cyber Essentials PLUS
4 2 (2.11%) ISO/IEC 27001
4 2 (2.11%) SLA
5 1 (1.05%) Actionable Recommendations
System Software
1 6 (6.32%) Docker
Systems Management
1 3 (3.16%) Terraform
2 2 (2.11%) Kubernetes
Vendors
1 24 (25.26%) Microsoft
2 16 (16.84%) PayPal
3 3 (3.16%) Openreach
4 2 (2.11%) Google
4 2 (2.11%) HP
4 2 (2.11%) JDA
4 2 (2.11%) Oracle
4 2 (2.11%) RedPrairie
5 1 (1.05%) Anaplan
5 1 (1.05%) Cisco
5 1 (1.05%) Fortinet
5 1 (1.05%) Genesys
5 1 (1.05%) Meraki
5 1 (1.05%) Salesforce
5 1 (1.05%) Salesforce Marketing Cloud
5 1 (1.05%) SAP
5 1 (1.05%) ServiceNow
5 1 (1.05%) TOWER Software
5 1 (1.05%) Verint
5 1 (1.05%) WooCommerce