Analytical Skills Job Trends in the North of England

Analytical Skills
England > North of England

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in the North of England. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 13 May 2026, comparing them to the same period in the previous two years.

6 months to
13 May 2026
Same period 2025 Same period 2024
Rank 34 6 19
Rank change year-on-year -28 +13 -1
Permanent jobs citing Analytical Skills 863 1,430 1,427
As % of all permanent jobs in the North of England 4.68% 18.71% 8.47%
As % of the General category 9.42% 24.87% 15.11%
Number of salaries quoted 645 387 1,023
10th Percentile £35,000 £27,850 £27,000
25th Percentile £36,250 £38,750 £32,500
Median annual salary (50th Percentile) £47,500 £50,000 £46,066
Median % change year-on-year -5.00% +8.54% +7.13%
75th Percentile £61,250 £67,500 £59,750
90th Percentile £77,500 £80,000 £73,232
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -9.09%

All General Skills
North of England

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 the North of England.

Permanent vacancies with a requirement for general skills 9,159 5,749 9,443
As % of all permanent jobs advertised in the North of England 49.63% 75.22% 56.02%
Number of salaries quoted 5,106 2,647 7,275
10th Percentile £28,250 £25,480 £26,250
25th Percentile £35,000 £33,000 £33,750
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -9.52%
75th Percentile £65,640 £68,750 £63,750
90th Percentile £85,000 £85,000 £77,500
England median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

Analytical Skills
Job Vacancy Trend in the North of England

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

Analytical Skills job vacancy trend in the North of England

Analytical Skills
Salary Trend in the North of England

Salary distribution trend for jobs in the North of England citing Analytical Skills.

Salary distribution trend for jobs in the North of England citing Analytical Skills

Analytical Skills
Salary Histogram in the North of England

Salary distribution for jobs citing Analytical Skills in the North of England over the 6 months to 13 May 2026.

Salary histogram for Analytical Skills in the North of England

Analytical Skills
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the North of England region over the 6 months to 13 May 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
North West -31 493 £45,000 -10.00% 231
Yorkshire -13 285 £52,500 +16.67% 120
North East -24 85 £49,222 +27.85% 52
Analytical Skills
England

Analytical Skills
Co-Occurring Skills & Capabilities in the North of England 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 28 (3.24%) Microsoft Exchange
2 26 (3.01%) SharePoint
3 12 (1.39%) Apache Spark
4 8 (0.93%) Apache Airflow
5 6 (0.70%) Confluence
6 4 (0.46%) Apache
6 4 (0.46%) WordPress
7 3 (0.35%) CMS
7 3 (0.35%) JBoss
8 2 (0.23%) Adobe Experience Manager
8 2 (0.23%) Jupyter
9 1 (0.12%) OpenStack
9 1 (0.12%) Palantir Foundry
9 1 (0.12%) Umbraco
Applications
1 137 (15.87%) Microsoft Excel
2 38 (4.40%) Microsoft Office
3 24 (2.78%) MS Visio
4 10 (1.16%) Microsoft PowerPoint
5 1 (0.12%) Microsoft Project
Business Applications
1 31 (3.59%) Salesforce CRM
2 30 (3.48%) SAP S/4HANA
3 15 (1.74%) SAP PM
4 14 (1.62%) SAP ERP
5 9 (1.04%) Dynamics CRM
6 7 (0.81%) Workday HCM
7 6 (0.70%) Magento
8 5 (0.58%) SAP PP
9 4 (0.46%) Oracle EBS
10 2 (0.23%) Dynamics NAV
11 1 (0.12%) Dynamics GP
11 1 (0.12%) NetSuite
11 1 (0.12%) ResourceLink
11 1 (0.12%) SAP MDM
11 1 (0.12%) Shopify
Cloud Services
1 122 (14.14%) Power Platform
2 113 (13.09%) Azure
3 87 (10.08%) AWS
4 60 (6.95%) Microsoft 365
5 38 (4.40%) Entra ID
6 35 (4.06%) SaaS
7 33 (3.82%) Microsoft Purview
8 29 (3.36%) GCP
9 23 (2.67%) Dynamics 365
10 21 (2.43%) Power Automate
11 20 (2.32%) Azure DevOps
11 20 (2.32%) PowerApps
12 19 (2.20%) Boomi
12 19 (2.20%) GitHub
13 12 (1.39%) Google Analytics
13 12 (1.39%) OCI
13 12 (1.39%) Serverless
13 12 (1.39%) Snowflake
14 11 (1.27%) Amazon S3
15 10 (1.16%) dbt
Communications & Networking
1 50 (5.79%) Firewall
2 16 (1.85%) Wireless
3 15 (1.74%) VPN
3 15 (1.74%) Wi-Fi
4 14 (1.62%) Network Security
5 13 (1.51%) Wireshark
6 12 (1.39%) NGFW
6 12 (1.39%) VXLAN
7 10 (1.16%) Cisco ASA
7 10 (1.16%) Cisco Nexus
7 10 (1.16%) WAN
8 9 (1.04%) LAN
8 9 (1.04%) VLAN
9 8 (0.93%) BGP
9 8 (0.93%) Cisco Wireless
9 8 (0.93%) EIGRP
9 8 (0.93%) OSPF
9 8 (0.93%) SNMP
9 8 (0.93%) WAAS
9 8 (0.93%) Wireless Security
Database & Business Intelligence
1 104 (12.05%) Power BI
2 103 (11.94%) Tableau
3 59 (6.84%) Data Mining
4 23 (2.67%) SQL Server Reporting Services
5 21 (2.43%) SQL Server
6 14 (1.62%) Data Warehouse
6 14 (1.62%) Metadata
7 11 (1.27%) DynamoDB
8 8 (0.93%) BigQuery
8 8 (0.93%) NoSQL
9 7 (0.81%) Amazon Redshift
9 7 (0.81%) Big Data
9 7 (0.81%) Looker
9 7 (0.81%) SQL Server Integration Services
10 5 (0.58%) Hadoop
10 5 (0.58%) Power Query
10 5 (0.58%) Relational Database
11 4 (0.46%) Data Lake
11 4 (0.46%) Elasticsearch
11 4 (0.46%) Semantic Layer
Development Applications
1 30 (3.48%) JIRA
2 10 (1.16%) Git
3 8 (0.93%) Jenkins
4 4 (0.46%) Cucumber
4 4 (0.46%) Cypress.io
4 4 (0.46%) GitLab
4 4 (0.46%) Selenium
5 3 (0.35%) Maven
5 3 (0.35%) SonarQube
6 2 (0.23%) MLflow
6 2 (0.23%) Postman
7 1 (0.12%) JMeter
7 1 (0.12%) JUnit
7 1 (0.12%) LoadRunner
7 1 (0.12%) REST Assured
7 1 (0.12%) SQL Server Management Studio (SSMS)
7 1 (0.12%) TestRail
General
1 393 (45.54%) Social Skills
2 259 (30.01%) Finance
3 96 (11.12%) Marketing
4 74 (8.57%) Public Sector
5 55 (6.37%) Law
6 41 (4.75%) Retail
7 39 (4.52%) Manufacturing
8 36 (4.17%) Legal
9 35 (4.06%) Inclusion and Diversity
10 32 (3.71%) Telecoms
11 27 (3.13%) Organisational Skills
12 25 (2.90%) Military
13 22 (2.55%) Influencing Skills
13 22 (2.55%) Presentation Skills
14 21 (2.43%) Back Office
15 11 (1.27%) Advertising
15 11 (1.27%) Banking
15 11 (1.27%) Games
16 10 (1.16%) Documentation Skills
17 7 (0.81%) French Language
Job Titles
1 259 (30.01%) Analyst
2 115 (13.33%) Data Analyst
3 101 (11.70%) Senior
4 76 (8.81%) Lead
5 55 (6.37%) Trainee
5 55 (6.37%) Trainee Analyst
5 55 (6.37%) Trainee Data Analyst
6 52 (6.03%) Data Manager
7 48 (5.56%) Systems Analyst
8 47 (5.45%) Business Analyst
9 44 (5.10%) Architect
10 43 (4.98%) Systems Manager
11 40 (4.63%) Developer
12 38 (4.40%) CRM Executive
13 31 (3.59%) Salesforce Executive
14 30 (3.48%) Head of QA
14 30 (3.48%) HR Analyst
14 30 (3.48%) HR Data Analyst
14 30 (3.48%) HR Manager
15 23 (2.67%) Senior Manager
Libraries, Frameworks & Software Standards
1 26 (3.01%) Middleware
2 22 (2.55%) REST
3 17 (1.97%) .NET
3 17 (1.97%) XML
4 14 (1.62%) SOAP
5 13 (1.51%) EDI
5 13 (1.51%) React
6 12 (1.39%) JSON
7 10 (1.16%) HTML
7 10 (1.16%) Node.js
8 9 (1.04%) CSS
8 9 (1.04%) Flutter
9 8 (0.93%) SAP Fiori
10 5 (0.58%) AngularJS
10 5 (0.58%) scikit-learn
11 4 (0.46%) Pandas
11 4 (0.46%) SAP Core Interface
11 4 (0.46%) Spring Boot
12 3 (0.35%) Jest
12 3 (0.35%) NumPy
Miscellaneous
1 91 (10.54%) Analytical Mindset
2 46 (5.33%) Management Information System
3 32 (3.71%) Product Ownership
4 27 (3.13%) Onboarding
5 26 (3.01%) Data Centre
6 23 (2.67%) Data Protection Act
7 16 (1.85%) Self-Motivation
8 13 (1.51%) Enterprise Cloud
9 12 (1.39%) PKI
10 11 (1.27%) Social Media
11 10 (1.16%) Driving Licence
11 10 (1.16%) Virtual Team
12 9 (1.04%) Cloud Native
12 9 (1.04%) Legacy Systems
13 8 (0.93%) Data Structures
13 8 (0.93%) Operational Technology
14 7 (0.81%) Cyber Threat
14 7 (0.81%) Distributed Systems
14 7 (0.81%) Enterprise Software
15 6 (0.70%) FMCG
Operating Systems
1 44 (5.10%) Windows
2 22 (2.55%) Windows Server
3 9 (1.04%) Apple iOS
4 7 (0.81%) Android
5 6 (0.70%) Linux
6 2 (0.23%) Windows Server 2016
6 2 (0.23%) Windows Server 2019
7 1 (0.12%) Mac OS
Processes & Methodologies
1 326 (37.78%) Problem-Solving
2 272 (31.52%) Continuous Improvement
3 226 (26.19%) Decision-Making
4 219 (25.38%) Stakeholder Management
5 213 (24.68%) Analytics
6 118 (13.67%) Project Management
7 108 (12.51%) Agile
8 99 (11.47%) Actionable Insight
9 98 (11.36%) Business Intelligence
9 98 (11.36%) Data Analysis
10 97 (11.24%) CRM
10 97 (11.24%) Stakeholder Engagement
11 95 (11.01%) Data Governance
12 94 (10.89%) AI
13 87 (10.08%) Mentoring
14 81 (9.39%) Business Analysis
14 81 (9.39%) Data Analytics
15 77 (8.92%) Root Cause Analysis
16 74 (8.57%) ERP
17 70 (8.11%) System Testing
Programming Languages
1 175 (20.28%) SQL
2 145 (16.80%) Python
3 28 (3.24%) C#
4 26 (3.01%) Java
5 21 (2.43%) JavaScript
6 15 (1.74%) T-SQL
7 9 (1.04%) Go
7 9 (1.04%) PowerShell
8 8 (0.93%) R
9 7 (0.81%) Data Analysis Expressions
10 6 (0.70%) Scala
11 4 (0.46%) Bash
11 4 (0.46%) C++
12 3 (0.35%) C
12 3 (0.35%) Groovy
12 3 (0.35%) Kotlin
12 3 (0.35%) TypeScript
12 3 (0.35%) VBA
13 2 (0.23%) SOQL
13 2 (0.23%) SOSL
Qualifications
1 105 (12.17%) Degree
2 72 (8.34%) DBS Check
3 30 (3.48%) IRCA
4 27 (3.13%) ACCA
5 24 (2.78%) CIMA
6 20 (2.32%) Security Cleared
7 18 (2.09%) Computer Science Degree
8 14 (1.62%) BPSS Clearance
8 14 (1.62%) Cisco Certification
9 13 (1.51%) PMI Certification
9 13 (1.51%) SC Cleared
10 12 (1.39%) PMP
11 10 (1.16%) CCNP
11 10 (1.16%) HNC
11 10 (1.16%) Microsoft Certification
12 8 (0.93%) CCIE
13 7 (0.81%) ITIL Certification
14 6 (0.70%) AWS Certification
14 6 (0.70%) Master's Degree
15 5 (0.58%) SAP Certification
Quality Assurance & Compliance
1 128 (14.83%) Data Quality
2 82 (9.50%) GDPR
3 68 (7.88%) QA
4 34 (3.94%) Cyber Essentials
4 34 (3.94%) ISO/IEC 27001
5 32 (3.71%) ISO 9001
6 26 (3.01%) NIST
7 19 (2.20%) PMO
8 17 (1.97%) TickIT
9 16 (1.85%) Actionable Recommendations
9 16 (1.85%) SLA
10 12 (1.39%) GMP
11 10 (1.16%) Accessibility
12 9 (1.04%) PCI DSS
13 5 (0.58%) Sarbanes-Oxley
14 4 (0.46%) GRC
14 4 (0.46%) SOC 2
15 3 (0.35%) GAAP
15 3 (0.35%) IFRS
16 2 (0.23%) Cyber Essentials PLUS
System Software
1 40 (4.63%) Active Directory
2 10 (1.16%) Virtual Desktop
3 8 (0.93%) Docker
3 8 (0.93%) ProxySG
4 3 (0.35%) Microsoft Virtual Server
4 3 (0.35%) Virtual Servers
4 3 (0.35%) VMware Infrastructure
5 2 (0.23%) Firmware
6 1 (0.12%) Virtual Machines
6 1 (0.12%) VMware NSX
6 1 (0.12%) vSphere
Systems Management
1 27 (3.13%) Terraform
2 18 (2.09%) Microsoft Intune
3 13 (1.51%) Ansible
4 7 (0.81%) Kubernetes
4 7 (0.81%) Single Sign-On
5 3 (0.35%) HP Fortify
6 1 (0.12%) Autotask
6 1 (0.12%) FortiGate
Vendors
1 243 (28.16%) Microsoft
2 62 (7.18%) Workday
3 58 (6.72%) Salesforce
4 49 (5.68%) SAP
5 23 (2.67%) Google
6 20 (2.32%) ServiceNow
7 14 (1.62%) Aruba
8 12 (1.39%) Arista
8 12 (1.39%) iManage
8 12 (1.39%) NetScout
8 12 (1.39%) Oracle
9 11 (1.27%) Databricks
10 10 (1.16%) Anaplan
10 10 (1.16%) Cisco
11 9 (1.04%) Aderant
11 9 (1.04%) Genesys
11 9 (1.04%) IFS
11 9 (1.04%) Intapp
11 9 (1.04%) Verint
12 8 (0.93%) F5