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

6 months to
9 Aug 2026
Same period 2025 Same period 2024
Rank 24 6 19
Rank change year-on-year -18 +13 +10
Permanent jobs citing Analytical Skills 1,043 1,503 1,133
As % of all permanent jobs in the North of England 4.75% 15.62% 7.57%
As % of the General category 11.30% 22.96% 13.93%
Number of salaries quoted 782 376 732
10th Percentile £31,250 £26,000 £27,500
25th Percentile £40,000 £33,125 £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 £78,699 £77,500 £77,500
England median annual salary £52,500 £53,500 £52,500
% change year-on-year -1.87% +1.90% -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 9,230 6,547 8,135
As % of all permanent jobs advertised in the North of England 42.01% 68.04% 54.34%
Number of salaries quoted 6,174 2,912 5,011
10th Percentile £30,000 £25,300 £27,500
25th Percentile £36,250 £31,250 £35,332
Median annual salary (50th Percentile) £50,000 £45,000 £49,500
Median % change year-on-year +11.11% -9.09% -5.71%
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 9 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 9 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 -16 631 £47,500 +4.40% 314
Yorkshire -12 290 £47,000 +5.15% 200
North East -20 122 £55,000 +37.50% 65
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 40 (3.84%) 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
1 140 (13.42%) Microsoft Excel
2 68 (6.52%) Microsoft Office
3 33 (3.16%) MS Visio
4 20 (1.92%) Microsoft PowerPoint
5 6 (0.58%) Microsoft Project
5 6 (0.58%) Spreadsheet
6 2 (0.19%) Chatbot
6 2 (0.19%) LaTeX
7 1 (0.096%) AutoCAD
7 1 (0.096%) SOLIDWORKS
Business Applications
1 30 (2.88%) SAP S/4HANA
2 19 (1.82%) SAP PM
3 15 (1.44%) Salesforce CRM
4 14 (1.34%) SAP ERP
5 11 (1.05%) Dynamics CRM
6 5 (0.48%) Magento
6 5 (0.48%) SAP PP
7 3 (0.29%) Oracle ERP
7 3 (0.29%) SAP QM
8 2 (0.19%) Dynamics NAV
8 2 (0.19%) Workday HCM
9 1 (0.096%) Elite 3E
9 1 (0.096%) Odoo
9 1 (0.096%) Oracle EBS
9 1 (0.096%) Sage 200
9 1 (0.096%) SAP CRM
9 1 (0.096%) SAP ECC
9 1 (0.096%) SAP MDM
9 1 (0.096%) SAP SD
9 1 (0.096%) Shopify
Cloud Services
1 143 (13.71%) Azure
2 137 (13.14%) Power Platform
3 116 (11.12%) AWS
4 71 (6.81%) Microsoft 365
5 57 (5.47%) 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 (2.40%) Dynamics 365
9 25 (2.40%) GitHub
9 25 (2.40%) PowerApps
10 22 (2.11%) Entra ID
11 21 (2.01%) AWS Lambda
12 20 (1.92%) Google Analytics
12 20 (1.92%) Snowflake
13 18 (1.73%) Boomi
14 16 (1.53%) Microsoft Purview
14 16 (1.53%) Power Automate
15 15 (1.44%) Amazon ECS
Communications & Networking
1 23 (2.21%) Firewall
2 22 (2.11%) DNS
3 21 (2.01%) DHCP
4 20 (1.92%) VPN
4 20 (1.92%) Wireless
5 15 (1.44%) WAN
6 13 (1.25%) TCP/IP
7 12 (1.15%) LAN
8 10 (0.96%) Internet
9 8 (0.77%) Cisco Nexus
9 8 (0.77%) Network Security
10 7 (0.67%) Cisco ASA
10 7 (0.67%) SNMP
10 7 (0.67%) Wi-Fi
11 6 (0.58%) IP Telephony
12 5 (0.48%) HTTP
12 5 (0.48%) SMS
12 5 (0.48%) VLAN
13 4 (0.38%) ATM
13 4 (0.38%) SSL
Database & Business Intelligence
1 111 (10.64%) Power BI
2 78 (7.48%) Tableau
3 45 (4.31%) Data Warehouse
4 25 (2.40%) SQL Server Reporting Services
5 24 (2.30%) BigQuery
5 24 (2.30%) Data Mining
6 20 (1.92%) Big Data
6 20 (1.92%) SQL Server
7 18 (1.73%) Metadata
8 17 (1.63%) Amazon Redshift
9 15 (1.44%) Looker
10 11 (1.05%) Amazon RDS
11 9 (0.86%) PostgreSQL
11 9 (0.86%) SQL Server Integration Services
12 8 (0.77%) Amazon Athena
12 8 (0.77%) DynamoDB
12 8 (0.77%) MongoDB
12 8 (0.77%) MySQL
13 7 (0.67%) NoSQL
13 7 (0.67%) Power Query
Development Applications
1 48 (4.60%) JIRA
2 30 (2.88%) 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
1 451 (43.24%) Social Skills
2 304 (29.15%) Finance
3 99 (9.49%) Law
4 89 (8.53%) Marketing
5 86 (8.25%) Public Sector
6 60 (5.75%) Legal
7 55 (5.27%) Organisational Skills
8 54 (5.18%) Retail
9 50 (4.79%) Manufacturing
10 49 (4.70%) Inclusion and Diversity
11 48 (4.60%) Telecoms
12 44 (4.22%) Influencing Skills
13 37 (3.55%) Military
14 33 (3.16%) Back Office
15 19 (1.82%) Banking
16 17 (1.63%) Documentation Skills
17 16 (1.53%) Presentation Skills
18 14 (1.34%) Local Government
19 13 (1.25%) Games
20 10 (0.96%) Advertising
Job Titles
1 306 (29.34%) Analyst
2 115 (11.03%) Senior
3 100 (9.59%) Data Analyst
4 73 (7.00%) Business Analyst
4 73 (7.00%) Lead
5 61 (5.85%) Developer
6 46 (4.41%) Architect
7 42 (4.03%) Systems Analyst
8 41 (3.93%) Data Manager
9 40 (3.84%) Data Engineer
9 40 (3.84%) Systems Manager
10 30 (2.88%) Head of QA
10 30 (2.88%) HR Manager
10 30 (2.88%) Senior Analyst
11 27 (2.59%) IT Support
12 25 (2.40%) Technical Analyst
13 24 (2.30%) HR Analyst
13 24 (2.30%) HR Data Analyst
13 24 (2.30%) Support Engineer
14 23 (2.21%) Consultant
Libraries, Frameworks & Software Standards
1 28 (2.68%) REST
2 27 (2.59%) Middleware
3 23 (2.21%) .NET
4 21 (2.01%) HTML
5 19 (1.82%) Node.js
6 18 (1.73%) XML
7 17 (1.63%) CSS
7 17 (1.63%) EDI
8 16 (1.53%) SOAP
9 13 (1.25%) JSON
10 10 (0.96%) React
11 9 (0.86%) AngularJS
12 8 (0.77%) Flutter
13 7 (0.67%) scikit-learn
14 6 (0.58%) Kafka
14 6 (0.58%) PySpark
14 6 (0.58%) Web Services
15 5 (0.48%) Pandas
16 4 (0.38%) SAP Core Interface
16 4 (0.38%) SAP Fiori
Miscellaneous
1 97 (9.30%) Analytical Mindset
2 50 (4.79%) Product Ownership
3 40 (3.84%) Management Information System
4 37 (3.55%) Onboarding
5 19 (1.82%) Driving Licence
6 18 (1.73%) Self-Motivation
7 17 (1.63%) Cloud Native
8 14 (1.34%) Data Structures
8 14 (1.34%) Enterprise Cloud
9 13 (1.25%) Data Centre
10 11 (1.05%) Social Media
11 10 (0.96%) Distributed Systems
11 10 (0.96%) Legacy Systems
11 10 (0.96%) Virtual Team
12 9 (0.86%) Hybrid Cloud
12 9 (0.86%) Marketing Technology
13 8 (0.77%) Algorithms
13 8 (0.77%) Credit Risk
13 8 (0.77%) Cyber Threat
14 7 (0.67%) EMV
Operating Systems
1 68 (6.52%) Windows
2 42 (4.03%) Windows Server
3 17 (1.63%) Linux
3 17 (1.63%) Windows Server 2019
4 12 (1.15%) Windows Server 2016
5 7 (0.67%) Windows 10
6 6 (0.58%) Apple iOS
7 4 (0.38%) Mac OS
8 3 (0.29%) CentOS
8 3 (0.29%) CoreOS
8 3 (0.29%) Red Hat Enterprise Linux
9 1 (0.096%) Android
9 1 (0.096%) Unix
Processes & Methodologies
1 425 (40.75%) Problem-Solving
2 333 (31.93%) Continuous Improvement
3 268 (25.70%) Decision-Making
4 241 (23.11%) Stakeholder Management
5 233 (22.34%) Analytics
6 167 (16.01%) Agile
7 135 (12.94%) AI
8 113 (10.83%) Business Intelligence
9 109 (10.45%) Actionable Insight
9 109 (10.45%) ERP
9 109 (10.45%) Stakeholder Engagement
10 105 (10.07%) Data Governance
10 105 (10.07%) Mentoring
11 101 (9.68%) Data Modelling
12 100 (9.59%) Roadmaps
13 99 (9.49%) CRM
13 99 (9.49%) Data Analysis
14 94 (9.01%) Validation
15 89 (8.53%) Project Management
16 86 (8.25%) Data-Driven Decision Making
Programming Languages
1 219 (21.00%) SQL
2 170 (16.30%) Python
3 37 (3.55%) JavaScript
4 34 (3.26%) Java
5 32 (3.07%) 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 (0.58%) Go
13 6 (0.58%) PHP
14 5 (0.48%) C
15 4 (0.38%) Apex Code
16 3 (0.29%) Kotlin
16 3 (0.29%) SOQL
16 3 (0.29%) SOSL
Qualifications
1 119 (11.41%) Degree
2 72 (6.90%) DBS Check
3 66 (6.33%) 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 (1.73%) 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 (0.58%) AWS Certification
Quality Assurance & Compliance
1 164 (15.72%) Data Quality
2 90 (8.63%) QA
3 73 (7.00%) GDPR
4 35 (3.36%) ISO 9001
5 24 (2.30%) SLA
6 18 (1.73%) Accessibility
7 17 (1.63%) TickIT
8 15 (1.44%) Cyber Essentials
9 14 (1.34%) ISO/IEC 27001
10 13 (1.25%) PMO
11 10 (0.96%) Actionable Recommendations
12 9 (0.86%) GMP
13 6 (0.58%) PCI DSS
14 5 (0.48%) Sarbanes-Oxley
15 4 (0.38%) GRC
15 4 (0.38%) ISO/IEC 14443
15 4 (0.38%) ISO/IEC 7816
15 4 (0.38%) SOC 2
16 3 (0.29%) ISO 19650
16 3 (0.29%) NIST
System Software
1 62 (5.94%) 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 (2.21%) 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
1 249 (23.87%) Microsoft
2 61 (5.85%) SAP
3 59 (5.66%) Workday
4 44 (4.22%) Google
5 33 (3.16%) Salesforce
6 17 (1.63%) iManage
7 16 (1.53%) Cisco
7 16 (1.53%) Databricks
7 16 (1.53%) Oracle
7 16 (1.53%) ServiceNow
8 14 (1.34%) Adobe
9 12 (1.15%) VMware
10 9 (0.86%) Aderant
10 9 (0.86%) Intapp
11 8 (0.77%) HP
12 7 (0.67%) CheckPoint
12 7 (0.67%) Red Hat
12 7 (0.67%) SolarWinds
12 7 (0.67%) Veeam
13 5 (0.48%) IFS