Analytical Skills Jobs 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 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 8 22 23
Rank change year-on-year +14 +1 +1
Permanent jobs citing Analytical Skills 1,676 1,463 1,474
As % of all permanent jobs advertised in the North of England 13.10% 7.41% 9.92%
As % of the General category 19.67% 13.82% 14.66%
Number of salaries quoted 403 1,030 669
10th Percentile £26,500 £27,000 £26,250
25th Percentile £35,000 £32,500 £31,569
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -5.26%
75th Percentile £62,421 £60,000 £57,500
90th Percentile £80,000 £73,875 £70,000
England median annual salary £55,000 £50,000 £54,882
% change year-on-year +10.00% -8.90% -0.21%

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 common skills in the North of England.

Permanent vacancies with a requirement for common skills 8,521 10,588 10,056
As % of all permanent jobs advertised in the North of England 66.61% 53.60% 67.69%
Number of salaries quoted 3,850 7,425 4,939
10th Percentile £25,084 £26,250 £28,250
25th Percentile £31,000 £33,750 £37,500
Median annual salary (50th Percentile) £48,153 £47,500 £51,573
Median % change year-on-year +1.37% -7.90% +3.15%
75th Percentile £60,000 £62,500 £67,500
90th Percentile £77,500 £75,772 £80,525
England median annual salary £55,000 £52,500 £60,000
% change year-on-year +4.76% -12.50% -

Analytical Skills
Job Vacancy Trend in the North of England

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Analytical Skills in the North of England

Analytical Skills
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Analytical Skills in the North of England.

Salary trend for Analytical Skills in the North of England

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 2 July 2025.

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 2 July 2025. 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 +11 1,261 £50,000 +5.26% 1,412
Yorkshire -1 324 £45,000 -5.26% 734
North East +11 89 £38,500 -9.68% 166
Analytical Skills
England

Analytical Skills
Co-occurring Skills and Capabilities in the North of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 27 (1.61%) SharePoint
2 25 (1.49%) IBM Domino
3 18 (1.07%) Confluence
4 15 (0.89%) Oracle Application Server
5 13 (0.78%) Microsoft Exchange
6 5 (0.30%) SAS
7 3 (0.18%) ArcGIS
8 1 (0.060%) Apache Spark
8 1 (0.060%) CMS
8 1 (0.060%) NetWeaver
Applications
1 167 (9.96%) Chatbot
2 89 (5.31%) Microsoft Excel
3 77 (4.59%) Abaqus
4 61 (3.64%) Microsoft Office
5 45 (2.68%) Mathcad
6 34 (2.03%) Microsoft PowerPoint
7 8 (0.48%) MS Visio
8 4 (0.24%) AutoCAD
8 4 (0.24%) Microsoft Project
9 2 (0.12%) Adobe Creative Suite
9 2 (0.12%) Adobe Illustrator
9 2 (0.12%) Spreadsheet
10 1 (0.060%) SPSS
Business Applications
1 22 (1.31%) SAP S/4HANA
2 19 (1.13%) NetSuite
3 6 (0.36%) Infor LN
3 6 (0.36%) SAP BPC
4 4 (0.24%) SAP WM
5 3 (0.18%) Maximo
5 3 (0.18%) SAP CO
5 3 (0.18%) SAP FI
5 3 (0.18%) SAP FI/CO
6 2 (0.12%) Academy Revenues and Benefits
6 2 (0.12%) SAP EWM
6 2 (0.12%) SAP Oil and Gas
7 1 (0.060%) Dynamics CRM
7 1 (0.060%) Oracle ERP
7 1 (0.060%) Primavera
7 1 (0.060%) Sage 200
7 1 (0.060%) Salesforce CRM
7 1 (0.060%) SAP APO
7 1 (0.060%) SAP ERP
7 1 (0.060%) SAP MDG
Cloud Services
1 89 (5.31%) AWS
2 81 (4.83%) Azure
3 52 (3.10%) Power Platform
4 49 (2.92%) Microsoft 365
5 36 (2.15%) GCP
6 27 (1.61%) SaaS
7 16 (0.95%) Google Analytics
8 13 (0.78%) Azure Machine Learning
9 9 (0.54%) Google Ads
9 9 (0.54%) Serverless
10 8 (0.48%) Facebook Ads
11 7 (0.42%) Azure DevOps
12 6 (0.36%) Dynamics 365
12 6 (0.36%) PaaS
13 5 (0.30%) Entra ID
13 5 (0.30%) Google Workspace
13 5 (0.30%) IaaS
13 5 (0.30%) Miro
13 5 (0.30%) OneDrive
14 4 (0.24%) Figma
Communications & Networking
1 647 (38.60%) VPN
2 401 (23.93%) DNS
3 251 (14.98%) Cisco IOS
4 25 (1.49%) Firewall
5 14 (0.84%) Wireless
6 13 (0.78%) DHCP
7 10 (0.60%) Intranet
7 10 (0.60%) LAN
7 10 (0.60%) Wi-Fi
8 9 (0.54%) VLAN
9 7 (0.42%) Intrusion Detection
9 7 (0.42%) Network Security
10 5 (0.30%) Broadband
10 5 (0.30%) SSH
11 4 (0.24%) Software-Defined Radio
11 4 (0.24%) TCP/IP
11 4 (0.24%) VoIP
11 4 (0.24%) WAN
12 3 (0.18%) SAN
12 3 (0.18%) WPA
Database & Business Intelligence
1 49 (2.92%) Power BI
2 31 (1.85%) SQL Server
3 28 (1.67%) Tableau
4 25 (1.49%) Data Warehouse
5 15 (0.89%) Enterprise Data Warehouse
5 15 (0.89%) Oracle Reports
6 14 (0.84%) Relational Database
7 10 (0.60%) Cloud Spanner
8 9 (0.54%) Data Lake
9 7 (0.42%) NoSQL
10 6 (0.36%) Oracle Database
10 6 (0.36%) PostgreSQL
11 5 (0.30%) Looker
11 5 (0.30%) MySQL
12 4 (0.24%) Big Data
13 3 (0.18%) Data Hub
13 3 (0.18%) Elasticsearch
13 3 (0.18%) GIS
13 3 (0.18%) Metadata
13 3 (0.18%) Power Query
Development Applications
1 31 (1.85%) JIRA
2 14 (0.84%) Git
3 8 (0.48%) Jenkins
4 6 (0.36%) Oracle Forms
4 6 (0.36%) Selenium
5 5 (0.30%) GitLab
6 4 (0.24%) Balsamiq
7 3 (0.18%) WaveMaker
8 2 (0.12%) Atlassian Bamboo
8 2 (0.12%) Bitbucket
8 2 (0.12%) Cucumber
8 2 (0.12%) JMeter
8 2 (0.12%) LoadRunner
8 2 (0.12%) NeoLoad
8 2 (0.12%) REST Assured
8 2 (0.12%) WebDriver
9 1 (0.060%) CircleCI
9 1 (0.060%) Cypress.io
9 1 (0.060%) Postman
General
1 684 (40.81%) Finance
2 672 (40.10%) Inclusion and Diversity
3 467 (27.86%) Social Skills
4 113 (6.74%) Manufacturing
5 104 (6.21%) Organisational Skills
6 96 (5.73%) Marketing
7 57 (3.40%) Retail
8 51 (3.04%) Presentation Skills
9 32 (1.91%) Agriculture
10 31 (1.85%) Banking
11 29 (1.73%) Legal
12 22 (1.31%) Advertising
13 20 (1.19%) Military
14 17 (1.01%) Public Sector
15 14 (0.84%) Electronics
15 14 (0.84%) Influencing Skills
16 13 (0.78%) Aerospace
17 12 (0.72%) Financial Institution
17 12 (0.72%) Law
18 10 (0.60%) Police
Job Titles
1 410 (24.46%) Developer
2 389 (23.21%) Software Developer
3 253 (15.10%) Infrastructure Engineer
4 197 (11.75%) Senior
5 178 (10.62%) Trainer
6 152 (9.07%) Analyst
7 74 (4.42%) Lead
8 51 (3.04%) Development Manager
9 50 (2.98%) Product Manager
10 49 (2.92%) Senior Data Warehouse Specialist
11 48 (2.86%) Product Development Manager
12 45 (2.68%) Engineering Specialist
13 39 (2.33%) PLC Engineer
14 34 (2.03%) IT Support
15 33 (1.97%) Support Engineer
16 32 (1.91%) Financial Analyst
17 24 (1.43%) Applications Support
18 22 (1.31%) Business Analyst
18 22 (1.31%) IT Engineer
19 21 (1.25%) Project Manager
Libraries, Frameworks & Software Standards
1 253 (15.10%) Elastic Stack
2 15 (0.89%) Spring Boot
3 13 (0.78%) RESTful
4 11 (0.66%) React
5 10 (0.60%) Node.js
6 5 (0.30%) .NET
6 5 (0.30%) Kafka
6 5 (0.30%) Spring
6 5 (0.30%) Web Services
7 4 (0.24%) Flash
7 4 (0.24%) REST
8 3 (0.18%) AngularJS
8 3 (0.18%) Flask
8 3 (0.18%) HTML
8 3 (0.18%) OAuth
8 3 (0.18%) Plotly
8 3 (0.18%) XML
9 2 (0.12%) NumPy
9 2 (0.12%) Pandas
9 2 (0.12%) RabbitMQ
Miscellaneous
1 678 (40.45%) Cyberattack
2 63 (3.76%) FMCG
3 61 (3.64%) Management Information System
4 58 (3.46%) Self-Motivation
5 50 (2.98%) Analytical Mindset
6 46 (2.74%) Renewable Energy
7 45 (2.68%) Social Media
8 23 (1.37%) Mobile App
8 23 (1.37%) Team-Oriented Environment
9 20 (1.19%) Driving Licence
10 14 (0.84%) Onboarding
11 13 (0.78%) Algorithms
11 13 (0.78%) Product Ownership
11 13 (0.78%) Robotics
12 11 (0.66%) Public Cloud
12 11 (0.66%) Security Posture
13 10 (0.60%) Credit Risk
14 9 (0.54%) Cloud Native
15 8 (0.48%) EPoS
16 7 (0.42%) Life Science
Operating Systems
1 667 (39.80%) Linux
2 662 (39.50%) Android
3 346 (20.64%) Windows
4 29 (1.73%) Windows Vista
5 21 (1.25%) Windows Server
6 6 (0.36%) Windows 10
6 6 (0.36%) Windows Server 2012
6 6 (0.36%) Windows Server 2019
7 5 (0.30%) Mac OS
8 4 (0.24%) Mac OS X
9 3 (0.18%) Windows 7
10 2 (0.12%) Unix
11 1 (0.060%) Windows Server 2008
11 1 (0.060%) Windows Server 2016
11 1 (0.060%) zOS
Processes & Methodologies
1 725 (43.26%) Problem-Solving
2 675 (40.27%) Mathematics
3 658 (39.26%) Line Management
4 526 (31.38%) Agile
5 395 (23.57%) Design Patterns
6 392 (23.39%) OO
6 392 (23.39%) OOP
7 388 (23.15%) Android Development
8 313 (18.68%) Risk Management
9 305 (18.20%) DevOps
10 257 (15.33%) Infrastructure Engineering
11 256 (15.27%) Task Automation
12 251 (14.98%) Platform Engineering
12 251 (14.98%) Storage Management
13 205 (12.23%) Artificial Intelligence
14 178 (10.62%) Chemistry
15 167 (9.96%) Conversational UI
16 136 (8.11%) Decision-Making
16 136 (8.11%) Project Management
17 125 (7.46%) Continuous Improvement
Programming Languages
1 694 (41.41%) Python
2 419 (25.00%) Java
3 390 (23.27%) C++
3 390 (23.27%) Go
4 260 (15.51%) PowerShell
5 254 (15.16%) Bash
6 77 (4.59%) SQL
7 21 (1.25%) JavaScript
8 17 (1.01%) TypeScript
9 10 (0.60%) Shell Script
10 8 (0.48%) R
11 7 (0.42%) C#
11 7 (0.42%) C-shell
11 7 (0.42%) Korn
11 7 (0.42%) PL/SQL
12 4 (0.24%) VBA
13 2 (0.12%) Data Analysis Expressions
13 2 (0.12%) Kotlin
13 2 (0.12%) Kusto Query Language
13 2 (0.12%) PHP
Qualifications
1 555 (33.11%) Degree
2 400 (23.87%) Security Cleared
3 388 (23.15%) DV Cleared
4 314 (18.74%) Master's Degree
5 176 (10.50%) PhD
6 149 (8.89%) BPSS Clearance
7 116 (6.92%) HND
8 77 (4.59%) Chartered Engineer
9 68 (4.06%) DBS Check
10 46 (2.74%) ACCA
10 46 (2.74%) CIMA
11 36 (2.15%) HNC
12 27 (1.61%) Computer Science Degree
13 24 (1.43%) Six Sigma Black Belt
13 24 (1.43%) Six Sigma Green Belt
14 16 (0.95%) CISM
15 14 (0.84%) CISSP
16 12 (0.72%) CCAB
16 12 (0.72%) CIPFA
16 12 (0.72%) ICAEW
Quality Assurance & Compliance
1 98 (5.85%) QA
2 46 (2.74%) Data Quality
3 22 (1.31%) ISO/IEC 27001
4 17 (1.01%) GDPR
5 15 (0.89%) Accessibility
6 13 (0.78%) NIST
7 7 (0.42%) IFRS
7 7 (0.42%) PCI DSS
7 7 (0.42%) PMO
8 6 (0.36%) GAAP
8 6 (0.36%) Sarbanes-Oxley
9 5 (0.30%) SLA
10 3 (0.18%) Actionable Recommendations
10 3 (0.18%) GRC
10 3 (0.18%) ISO 14001
10 3 (0.18%) ISO 9001
11 2 (0.12%) Def Stans
12 1 (0.060%) California Consumer Privacy Act
12 1 (0.060%) GMP
12 1 (0.060%) Software Quality Assurance
System Software
1 658 (39.26%) Docker
2 258 (15.39%) Hyper-V
3 251 (14.98%) VMware NSX
3 251 (14.98%) vSphere
4 30 (1.79%) Active Directory
5 7 (0.42%) VMware Infrastructure
6 4 (0.24%) VMware ESXi
7 3 (0.18%) Firmware
8 1 (0.060%) Virtual Servers
Systems Management
1 645 (38.48%) Ansible
2 258 (15.39%) Terraform
3 25 (1.49%) Kubernetes
4 7 (0.42%) Grafana
5 6 (0.36%) Microsoft Intune
6 5 (0.30%) Prometheus
7 4 (0.24%) SCOM
8 3 (0.18%) Autotask
8 3 (0.18%) SCCM
8 3 (0.18%) SCOrch
9 1 (0.060%) FortiGate
9 1 (0.060%) Oracle RMAN
9 1 (0.060%) vCenter Server
Vendors
1 259 (15.45%) Cisco
2 255 (15.21%) Splunk
3 253 (15.10%) Juniper
4 251 (14.98%) 3PAR
5 165 (9.84%) PayPal
6 129 (7.70%) Microsoft
7 68 (4.06%) Google
8 56 (3.34%) SAP
9 42 (2.51%) Oracle
10 20 (1.19%) ServiceNow
11 18 (1.07%) Zoho
12 15 (0.89%) Adobe
12 15 (0.89%) Databricks
13 12 (0.72%) VMware
14 10 (0.60%) Apple
14 10 (0.60%) Cognos
15 9 (0.54%) Facebook
16 8 (0.48%) Capita
17 7 (0.42%) Avaloq
18 6 (0.36%) Infor