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 11 August 2026, comparing them to the same period in the previous two years.

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 24 6 19
Rank change year-on-year -18 +13 +11
Permanent jobs citing Analytical Skills 1,044 1,501 1,142
As % of all permanent jobs in the North of England 4.72% 15.63% 7.52%
As % of the General category 11.32% 23.00% 13.72%
Number of salaries quoted 780 367 729
10th Percentile £31,250 £26,000 £27,500
25th Percentile £40,000 £32,938 £36,250
Median annual salary (50th Percentile) £47,500 £45,000 £50,000
Median % change year-on-year +5.56% -10.00% +5.26%
75th Percentile £62,500 £60,000 £63,750
90th Percentile £78,875 £77,500 £77,750
England median annual salary £52,500 £52,500 £52,500
% change year-on-year - - -4.55%

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 9,226 6,527 8,322
As % of all permanent jobs advertised in the North of England 41.69% 67.95% 54.80%
Number of salaries quoted 6,165 2,880 5,003
10th Percentile £30,000 £25,300 £27,500
25th Percentile £36,251 £31,250 £35,457
Median annual salary (50th Percentile) £50,000 £45,000 £49,990
Median % change year-on-year +11.11% -9.98% -4.78%
75th Percentile £70,000 £62,500 £63,750
90th Percentile £87,500 £80,000 £76,250
England median annual salary £55,000 £55,000 £55,000
% change year-on-year - - -8.33%

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 11 August 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 11 August 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 -16 630 £47,500 +5.56% 323
Yorkshire -11 293 £47,000 +16.51% 200
North East -20 121 £55,000 +37.50% 70
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 45 (4.31%) Microsoft Exchange
2 41 (3.93%) SharePoint
3 15 (1.44%) Confluence
4 14 (1.34%) Apache Spark
5 11 (1.05%) Apache Airflow
6 10 (0.96%) Apache
7 7 (0.67%) Jupyter
8 5 (0.48%) Adobe Experience Manager
9 3 (0.29%) CMS
9 3 (0.29%) JBoss
9 3 (0.29%) OpenStack
10 2 (0.19%) WordPress
11 1 (0.096%) IIS
11 1 (0.096%) Palantir Foundry
11 1 (0.096%) Umbraco
11 1 (0.096%) WebLogic
11 1 (0.096%) WebSphere
Applications
1 139 (13.31%) Microsoft Excel
2 69 (6.61%) Microsoft Office
3 32 (3.07%) MS Visio
4 20 (1.92%) Microsoft PowerPoint
5 7 (0.67%) Microsoft Project
6 6 (0.57%) Spreadsheet
7 2 (0.19%) Chatbot
7 2 (0.19%) LaTeX
8 1 (0.096%) AutoCAD
8 1 (0.096%) SOLIDWORKS
Business Applications
1 30 (2.87%) SAP S/4HANA
2 19 (1.82%) SAP PM
3 14 (1.34%) Salesforce CRM
3 14 (1.34%) SAP ERP
4 11 (1.05%) Dynamics CRM
5 5 (0.48%) Magento
5 5 (0.48%) SAP PP
6 3 (0.29%) Oracle ERP
6 3 (0.29%) SAP QM
6 3 (0.29%) Workday HCM
7 1 (0.096%) Dynamics NAV
7 1 (0.096%) Elite 3E
7 1 (0.096%) Odoo
7 1 (0.096%) Oracle EBS
7 1 (0.096%) Sage 200
7 1 (0.096%) SAP CRM
7 1 (0.096%) SAP ECC
7 1 (0.096%) SAP MDM
7 1 (0.096%) SAP SD
7 1 (0.096%) Shopify
Cloud Services
1 144 (13.79%) Azure
2 136 (13.03%) Power Platform
3 116 (11.11%) AWS
4 71 (6.80%) Microsoft 365
5 57 (5.46%) GCP
6 39 (3.74%) SaaS
7 33 (3.16%) Amazon S3
8 28 (2.68%) Azure DevOps
8 28 (2.68%) Serverless
9 25 (2.39%) GitHub
9 25 (2.39%) PowerApps
10 24 (2.30%) Dynamics 365
11 23 (2.20%) Entra ID
12 21 (2.01%) AWS Lambda
12 21 (2.01%) Google Analytics
13 20 (1.92%) Snowflake
14 18 (1.72%) Boomi
15 16 (1.53%) Microsoft Purview
15 16 (1.53%) Power Automate
16 15 (1.44%) Amazon ECS
Communications & Networking
1 23 (2.20%) DNS
1 23 (2.20%) Firewall
2 22 (2.11%) DHCP
3 20 (1.92%) VPN
3 20 (1.92%) Wireless
4 15 (1.44%) WAN
5 13 (1.25%) TCP/IP
6 12 (1.15%) LAN
7 10 (0.96%) Internet
8 8 (0.77%) Cisco Nexus
8 8 (0.77%) Network Security
9 7 (0.67%) Cisco ASA
9 7 (0.67%) SNMP
10 6 (0.57%) IP Telephony
10 6 (0.57%) Wi-Fi
11 5 (0.48%) HTTP
11 5 (0.48%) SMS
11 5 (0.48%) VLAN
12 4 (0.38%) ATM
12 4 (0.38%) SSL
Database & Business Intelligence
1 110 (10.54%) Power BI
2 77 (7.38%) Tableau
3 45 (4.31%) Data Warehouse
4 25 (2.39%) SQL Server Reporting Services
5 24 (2.30%) BigQuery
6 23 (2.20%) Data Mining
7 20 (1.92%) Big Data
7 20 (1.92%) SQL Server
8 18 (1.72%) Metadata
9 17 (1.63%) Amazon Redshift
10 15 (1.44%) Looker
11 11 (1.05%) Amazon RDS
12 9 (0.86%) PostgreSQL
12 9 (0.86%) SQL Server Integration Services
13 8 (0.77%) Amazon Athena
13 8 (0.77%) DynamoDB
13 8 (0.77%) MongoDB
13 8 (0.77%) MySQL
14 7 (0.67%) NoSQL
14 7 (0.67%) Power Query
Development Applications
1 48 (4.60%) JIRA
2 30 (2.87%) Git
3 10 (0.96%) GitLab
3 10 (0.96%) Jenkins
4 5 (0.48%) Cypress.io
5 4 (0.38%) Cucumber
5 4 (0.38%) Selenium
6 3 (0.29%) Bitbucket
6 3 (0.29%) Maven
6 3 (0.29%) Postman
6 3 (0.29%) SonarQube
6 3 (0.29%) Visual Studio Code
7 2 (0.19%) MLflow
7 2 (0.19%) TeamCity
8 1 (0.096%) JMeter
8 1 (0.096%) LoadRunner
8 1 (0.096%) REST Assured
8 1 (0.096%) SQL Server Management Studio (SSMS)
8 1 (0.096%) Visual Studio
General
1 449 (43.01%) Social Skills
2 304 (29.12%) Finance
3 98 (9.39%) Law
4 89 (8.52%) Marketing
5 86 (8.24%) Public Sector
6 59 (5.65%) Legal
7 55 (5.27%) Organisational Skills
8 54 (5.17%) Retail
9 51 (4.89%) Manufacturing
10 49 (4.69%) Inclusion and Diversity
11 47 (4.50%) Telecoms
12 45 (4.31%) Influencing Skills
13 37 (3.54%) Military
14 34 (3.26%) Back Office
15 20 (1.92%) Banking
16 16 (1.53%) Documentation Skills
16 16 (1.53%) Presentation Skills
17 14 (1.34%) Local Government
18 13 (1.25%) Games
19 11 (1.05%) Advertising
Job Titles
1 308 (29.50%) Analyst
2 114 (10.92%) Senior
3 99 (9.48%) Data Analyst
4 73 (6.99%) Business Analyst
5 72 (6.90%) Lead
6 61 (5.84%) Developer
7 46 (4.41%) Architect
8 44 (4.21%) Systems Analyst
9 41 (3.93%) Data Manager
10 40 (3.83%) Data Engineer
10 40 (3.83%) Systems Manager
11 31 (2.97%) Senior Analyst
12 30 (2.87%) Head of QA
12 30 (2.87%) HR Manager
13 27 (2.59%) IT Support
14 24 (2.30%) HR Analyst
14 24 (2.30%) HR Data Analyst
14 24 (2.30%) Senior Manager
14 24 (2.30%) Support Engineer
14 24 (2.30%) Technical Analyst
Libraries, Frameworks & Software Standards
1 28 (2.68%) REST
2 27 (2.59%) Middleware
3 22 (2.11%) .NET
4 21 (2.01%) HTML
5 19 (1.82%) Node.js
6 18 (1.72%) EDI
6 18 (1.72%) XML
7 17 (1.63%) CSS
8 16 (1.53%) SOAP
9 13 (1.25%) JSON
10 9 (0.86%) AngularJS
10 9 (0.86%) React
11 7 (0.67%) Flutter
11 7 (0.67%) scikit-learn
12 6 (0.57%) Kafka
12 6 (0.57%) PySpark
12 6 (0.57%) Web Services
13 5 (0.48%) Pandas
14 4 (0.38%) Entity Framework
14 4 (0.38%) SAP Fiori
Miscellaneous
1 97 (9.29%) Analytical Mindset
2 50 (4.79%) Product Ownership
3 40 (3.83%) Management Information System
4 38 (3.64%) Onboarding
5 19 (1.82%) Driving Licence
6 18 (1.72%) Self-Motivation
7 17 (1.63%) Cloud Native
8 14 (1.34%) Data Centre
8 14 (1.34%) Data Structures
8 14 (1.34%) Enterprise Cloud
9 13 (1.25%) Social Media
10 10 (0.96%) Distributed Systems
10 10 (0.96%) Legacy Systems
10 10 (0.96%) Virtual Team
11 9 (0.86%) Hybrid Cloud
11 9 (0.86%) Marketing Technology
12 8 (0.77%) Algorithms
12 8 (0.77%) Credit Risk
12 8 (0.77%) Cyber Threat
13 7 (0.67%) Life Science
Operating Systems
1 68 (6.51%) Windows
2 42 (4.02%) Windows Server
3 17 (1.63%) Windows Server 2019
4 16 (1.53%) Linux
5 12 (1.15%) Windows Server 2016
6 7 (0.67%) Windows 10
7 6 (0.57%) Apple iOS
8 4 (0.38%) Mac OS
9 3 (0.29%) CentOS
9 3 (0.29%) CoreOS
9 3 (0.29%) Red Hat Enterprise Linux
10 1 (0.096%) Android
10 1 (0.096%) Unix
Processes & Methodologies
1 423 (40.52%) Problem-Solving
2 335 (32.09%) Continuous Improvement
3 269 (25.77%) Decision-Making
4 242 (23.18%) Stakeholder Management
5 234 (22.41%) Analytics
6 168 (16.09%) Agile
7 135 (12.93%) AI
8 114 (10.92%) Business Intelligence
9 110 (10.54%) Actionable Insight
9 110 (10.54%) ERP
10 109 (10.44%) Stakeholder Engagement
11 106 (10.15%) Mentoring
12 105 (10.06%) Data Governance
13 101 (9.67%) Data Modelling
14 100 (9.58%) Roadmaps
15 98 (9.39%) CRM
15 98 (9.39%) Data Analysis
16 95 (9.10%) Validation
17 88 (8.43%) Data-Driven Decision Making
17 88 (8.43%) Project Management
Programming Languages
1 218 (20.88%) SQL
2 169 (16.19%) Python
3 37 (3.54%) JavaScript
4 34 (3.26%) Java
5 31 (2.97%) C#
6 20 (1.92%) PowerShell
7 16 (1.53%) Bash
8 13 (1.25%) R
9 10 (0.96%) Scala
10 9 (0.86%) Data Analysis Expressions
11 8 (0.77%) C++
11 8 (0.77%) TypeScript
12 7 (0.67%) T-SQL
13 6 (0.57%) Go
13 6 (0.57%) PHP
14 5 (0.48%) C
15 4 (0.38%) Apex Code
16 3 (0.29%) Groovy
16 3 (0.29%) SOQL
16 3 (0.29%) SOSL
Qualifications
1 120 (11.49%) Degree
2 72 (6.90%) DBS Check
3 66 (6.32%) Security Cleared
4 46 (4.41%) SC Cleared
5 36 (3.45%) ACCA
6 32 (3.07%) CIMA
7 31 (2.97%) IRCA
8 20 (1.92%) Microsoft Certification
9 18 (1.72%) BPSS Clearance
10 15 (1.44%) Computer Science Degree
11 13 (1.25%) Cisco Certification
11 13 (1.25%) HNC
12 10 (0.96%) CCNA
13 9 (0.86%) DV Cleared
14 8 (0.77%) Azure Certification
14 8 (0.77%) CCNP
14 8 (0.77%) ITIL Certification
14 8 (0.77%) Master's Degree
15 7 (0.67%) PMI Certification
16 6 (0.57%) AWS Certification
Quality Assurance & Compliance
1 165 (15.80%) Data Quality
2 88 (8.43%) QA
3 73 (6.99%) GDPR
4 35 (3.35%) ISO 9001
5 24 (2.30%) SLA
6 18 (1.72%) Accessibility
7 17 (1.63%) TickIT
8 15 (1.44%) Cyber Essentials
9 13 (1.25%) ISO/IEC 27001
9 13 (1.25%) PMO
10 10 (0.96%) Actionable Recommendations
11 9 (0.86%) GMP
12 5 (0.48%) PCI DSS
12 5 (0.48%) Sarbanes-Oxley
13 4 (0.38%) GRC
13 4 (0.38%) ISO/IEC 14443
13 4 (0.38%) ISO/IEC 7816
13 4 (0.38%) SOC 2
14 3 (0.29%) ISO 19650
14 3 (0.29%) NIST
System Software
1 63 (6.03%) Active Directory
2 29 (2.78%) Docker
3 9 (0.86%) Virtual Desktop
4 4 (0.38%) VMware Infrastructure
5 3 (0.29%) Ceph
5 3 (0.29%) DFS Replication
5 3 (0.29%) Hyper-V
5 3 (0.29%) ProxySG
5 3 (0.29%) Virtual Machines
6 2 (0.19%) Firmware
6 2 (0.19%) vSphere
7 1 (0.096%) NFS
7 1 (0.096%) VMware NSX
Systems Management
1 23 (2.20%) Terraform
2 16 (1.53%) Microsoft Intune
3 10 (0.96%) Kubernetes
4 5 (0.48%) Ansible
5 3 (0.29%) Argo
5 3 (0.29%) Check_MK
5 3 (0.29%) Grafana
5 3 (0.29%) HP Fortify
5 3 (0.29%) Istio
5 3 (0.29%) McAfee ePO
5 3 (0.29%) Podman
5 3 (0.29%) Prometheus
5 3 (0.29%) SCVMM
6 2 (0.19%) Nessus
7 1 (0.096%) Autotask
7 1 (0.096%) Oracle Enterprise Manager
7 1 (0.096%) Single Sign-On
Vendors
1 248 (23.75%) Microsoft
2 61 (5.84%) SAP
3 60 (5.75%) Workday
4 45 (4.31%) Google
5 31 (2.97%) Salesforce
6 16 (1.53%) Cisco
6 16 (1.53%) Databricks
6 16 (1.53%) iManage
6 16 (1.53%) Oracle
6 16 (1.53%) ServiceNow
7 14 (1.34%) Adobe
8 13 (1.25%) VMware
9 8 (0.77%) Aderant
9 8 (0.77%) HP
9 8 (0.77%) Intapp
10 7 (0.67%) CheckPoint
10 7 (0.67%) Red Hat
10 7 (0.67%) SolarWinds
10 7 (0.67%) Veeam
11 5 (0.48%) HubSpot