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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 8 23 18
Rank change year-on-year +15 -5 +10
Permanent jobs citing Analytical Skills 1,656 1,425 1,917
As % of all permanent jobs advertised in the North of England 14.31% 7.87% 11.53%
As % of the General category 20.26% 14.43% 16.61%
Number of salaries quoted 382 1,024 685
10th Percentile £28,750 £27,000 £26,250
25th Percentile £38,563 £32,500 £32,500
Median annual salary (50th Percentile) £50,000 £45,000 £44,000
Median % change year-on-year +11.11% +2.27% -9.28%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £80,000 £73,631 £70,000
England median annual salary £55,000 £50,000 £55,000
% 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 common skills in the North of England.

Permanent vacancies with a requirement for common skills 8,175 9,877 11,542
As % of all permanent jobs advertised in the North of England 70.64% 54.55% 69.45%
Number of salaries quoted 3,673 7,422 5,056
10th Percentile £25,087 £26,250 £28,500
25th Percentile £33,500 £33,750 £37,500
Median annual salary (50th Percentile) £50,055 £47,500 £51,573
Median % change year-on-year +5.38% -7.90% +3.15%
75th Percentile £61,250 £62,500 £67,500
90th Percentile £77,500 £76,225 £80,000
England median annual salary £56,000 £52,500 £60,000
% change year-on-year +6.67% -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 28 May 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 28 May 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 +14 1,276 £50,055 +8.66% 1,556
Yorkshire +3 284 £45,000 -5.26% 1,149
North East +8 94 £38,800 -7.12% 389
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 25 (1.51%) IBM Domino
2 24 (1.45%) SharePoint
3 15 (0.91%) Oracle Application Server
4 13 (0.79%) Confluence
5 9 (0.54%) Microsoft Exchange
6 7 (0.42%) SAS
7 2 (0.12%) Apache Spark
7 2 (0.12%) ArcGIS
8 1 (0.060%) Apache
8 1 (0.060%) NetWeaver
Applications
1 111 (6.70%) Chatbot
2 109 (6.58%) Abaqus
3 85 (5.13%) Microsoft Excel
4 77 (4.65%) Mathcad
5 50 (3.02%) Microsoft Office
6 41 (2.48%) Microsoft PowerPoint
7 8 (0.48%) MS Visio
8 6 (0.36%) SPSS
9 4 (0.24%) AutoCAD
10 2 (0.12%) Adobe Creative Suite
10 2 (0.12%) Adobe Illustrator
10 2 (0.12%) Microsoft Project
10 2 (0.12%) Spreadsheet
Business Applications
1 25 (1.51%) NetSuite
2 20 (1.21%) SAP S/4HANA
3 6 (0.36%) Infor LN
3 6 (0.36%) SAP BPC
4 3 (0.18%) Maximo
4 3 (0.18%) Shopify
5 2 (0.12%) Academy Revenues and Benefits
5 2 (0.12%) SAP Oil and Gas
6 1 (0.060%) Dynamics CRM
6 1 (0.060%) Oracle ERP
6 1 (0.060%) Orchard Housing
6 1 (0.060%) Sage 200
6 1 (0.060%) SAP APO
6 1 (0.060%) SAP CO
6 1 (0.060%) SAP ERP
6 1 (0.060%) SAP EWM
6 1 (0.060%) SAP FI
6 1 (0.060%) SAP FI/CO
6 1 (0.060%) SAP MDG
6 1 (0.060%) Siebel CRM
Cloud Services
1 88 (5.31%) AWS
2 73 (4.41%) Azure
3 48 (2.90%) Power Platform
4 37 (2.23%) Microsoft 365
5 34 (2.05%) GCP
6 23 (1.39%) SaaS
7 15 (0.91%) Google Analytics
8 13 (0.79%) 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
11 7 (0.42%) Dynamics 365
12 6 (0.36%) GitHub
12 6 (0.36%) PaaS
13 5 (0.30%) IaaS
13 5 (0.30%) Miro
14 4 (0.24%) Amazon EKS
14 4 (0.24%) AWS Lambda
14 4 (0.24%) Slack
Communications & Networking
1 646 (39.01%) VPN
2 400 (24.15%) DNS
3 251 (15.16%) Cisco IOS
4 21 (1.27%) Firewall
5 18 (1.09%) Wireless
6 10 (0.60%) Intrusion Detection
7 9 (0.54%) DHCP
8 8 (0.48%) Wi-Fi
9 7 (0.42%) Intranet
9 7 (0.42%) LAN
10 6 (0.36%) Broadband
10 6 (0.36%) Network Security
10 6 (0.36%) SSH
10 6 (0.36%) TCP/IP
11 5 (0.30%) HTTP
11 5 (0.30%) Software-Defined Radio
11 5 (0.30%) VLAN
11 5 (0.30%) VoIP
12 4 (0.24%) NAS
12 4 (0.24%) SAN
Database & Business Intelligence
1 44 (2.66%) Power BI
2 33 (1.99%) Tableau
3 29 (1.75%) SQL Server
4 26 (1.57%) Data Warehouse
5 16 (0.97%) Oracle Reports
6 15 (0.91%) Enterprise Data Warehouse
7 10 (0.60%) Cloud Spanner
7 10 (0.60%) Data Lake
7 10 (0.60%) Relational Database
8 8 (0.48%) NoSQL
9 7 (0.42%) PostgreSQL
10 6 (0.36%) MySQL
10 6 (0.36%) Oracle Database
11 5 (0.30%) Big Data
12 3 (0.18%) Data Hub
12 3 (0.18%) Elasticsearch
12 3 (0.18%) Looker
12 3 (0.18%) Metadata
12 3 (0.18%) Power Query
13 2 (0.12%) Redis
Development Applications
1 25 (1.51%) JIRA
2 18 (1.09%) Git
3 14 (0.85%) Jenkins
4 6 (0.36%) Oracle Forms
4 6 (0.36%) Selenium
5 4 (0.24%) Balsamiq
5 4 (0.24%) GitLab
6 2 (0.12%) Atlassian Bamboo
6 2 (0.12%) Bitbucket
6 2 (0.12%) Cucumber
6 2 (0.12%) JMeter
6 2 (0.12%) LoadRunner
6 2 (0.12%) NeoLoad
6 2 (0.12%) REST Assured
6 2 (0.12%) WebDriver
7 1 (0.060%) CircleCI
7 1 (0.060%) Postman
7 1 (0.060%) WaveMaker
General
1 704 (42.51%) Finance
2 665 (40.16%) Inclusion and Diversity
3 473 (28.56%) Social Skills
4 145 (8.76%) Manufacturing
5 132 (7.97%) Marketing
6 111 (6.70%) Organisational Skills
7 58 (3.50%) Presentation Skills
8 51 (3.08%) Retail
9 32 (1.93%) Agriculture
9 32 (1.93%) Banking
10 30 (1.81%) Legal
11 20 (1.21%) Military
12 19 (1.15%) Advertising
13 18 (1.09%) Electronics
14 17 (1.03%) Aerospace
15 15 (0.91%) Law
16 12 (0.72%) Financial Institution
17 10 (0.60%) Pharmaceutical
17 10 (0.60%) Public Sector
17 10 (0.60%) Telecoms
Job Titles
1 409 (24.70%) Developer
2 389 (23.49%) Software Developer
3 253 (15.28%) Infrastructure Engineer
4 234 (14.13%) Senior
5 154 (9.30%) Analyst
6 123 (7.43%) Trainer
7 89 (5.37%) Development Manager
8 87 (5.25%) Product Manager
9 82 (4.95%) Product Development Manager
10 79 (4.77%) Senior Data Warehouse Specialist
11 77 (4.65%) Engineering Specialist
12 71 (4.29%) Lead
13 33 (1.99%) IT Support
14 32 (1.93%) Project Manager
15 30 (1.81%) Business Analyst
15 30 (1.81%) Support Engineer
16 26 (1.57%) Financial Analyst
16 26 (1.57%) Software Engineer
17 22 (1.33%) Applications Support
17 22 (1.33%) IT Engineer
Libraries, Frameworks & Software Standards
1 254 (15.34%) Elastic Stack
2 14 (0.85%) Spring Boot
3 13 (0.79%) React
4 12 (0.72%) RESTful
5 10 (0.60%) Node.js
6 7 (0.42%) Kafka
7 6 (0.36%) .NET
8 5 (0.30%) REST
9 4 (0.24%) Spring
9 4 (0.24%) Web Services
9 4 (0.24%) XML
10 3 (0.18%) AngularJS
10 3 (0.18%) Flask
10 3 (0.18%) JSON
10 3 (0.18%) OAuth
10 3 (0.18%) Plotly
10 3 (0.18%) SOAP
11 2 (0.12%) Pandas
11 2 (0.12%) scikit-learn
11 2 (0.12%) TensorFlow
Miscellaneous
1 662 (39.98%) Cyberattack
2 100 (6.04%) FMCG
3 60 (3.62%) Management Information System
4 53 (3.20%) Self-Motivation
5 43 (2.60%) Analytical Mindset
5 43 (2.60%) Social Media
6 28 (1.69%) Renewable Energy
7 23 (1.39%) Team-Oriented Environment
8 21 (1.27%) Mobile App
9 15 (0.91%) Algorithms
9 15 (0.91%) Onboarding
9 15 (0.91%) Security Posture
10 14 (0.85%) Credit Risk
10 14 (0.85%) Product Ownership
11 13 (0.79%) Robotics
12 11 (0.66%) Driving Licence
12 11 (0.66%) Public Cloud
13 9 (0.54%) Life Science
14 7 (0.42%) Cloud Native
14 7 (0.42%) Manufacturing Execution System
Operating Systems
1 673 (40.64%) Linux
2 662 (39.98%) Android
3 343 (20.71%) Windows
4 31 (1.87%) Windows Vista
5 18 (1.09%) Windows Server
6 8 (0.48%) Windows 10
7 5 (0.30%) Mac OS
8 4 (0.24%) Mac OS X
8 4 (0.24%) Windows Server 2012
9 3 (0.18%) Unix
9 3 (0.18%) Windows 7
9 3 (0.18%) Windows Server 2019
10 2 (0.12%) Windows Server 2008
11 1 (0.060%) AIX
11 1 (0.060%) CentOS
11 1 (0.060%) Oracle Linux
11 1 (0.060%) Windows Server 2016
11 1 (0.060%) zOS
Processes & Methodologies
1 724 (43.72%) Problem-Solving
2 673 (40.64%) Mathematics
3 653 (39.43%) Line Management
4 524 (31.64%) Agile
5 395 (23.85%) Design Patterns
6 391 (23.61%) OO
6 391 (23.61%) OOP
7 388 (23.43%) Android Development
8 312 (18.84%) Risk Management
9 308 (18.60%) DevOps
10 258 (15.58%) Task Automation
11 257 (15.52%) Infrastructure Engineering
12 252 (15.22%) Platform Engineering
13 251 (15.16%) Storage Management
14 179 (10.81%) Project Management
15 146 (8.82%) Artificial Intelligence
16 123 (7.43%) Chemistry
16 123 (7.43%) Decision-Making
17 121 (7.31%) Finite Element Analysis
18 111 (6.70%) Conversational UI
Programming Languages
1 704 (42.51%) Python
2 420 (25.36%) Java
3 395 (23.85%) C++
4 390 (23.55%) Go
5 260 (15.70%) PowerShell
6 256 (15.46%) Bash
7 74 (4.47%) SQL
8 22 (1.33%) JavaScript
9 17 (1.03%) TypeScript
10 10 (0.60%) Shell Script
11 9 (0.54%) R
12 8 (0.48%) Korn
13 7 (0.42%) C
13 7 (0.42%) C#
13 7 (0.42%) C-shell
13 7 (0.42%) PL/SQL
14 4 (0.24%) VBA
15 3 (0.18%) Kusto Query Language
15 3 (0.18%) PHP
15 3 (0.18%) Scala
Qualifications
1 576 (34.78%) Degree
2 406 (24.52%) Security Cleared
3 388 (23.43%) DV Cleared
4 290 (17.51%) Master's Degree
5 181 (10.93%) BPSS Clearance
6 130 (7.85%) HND
7 123 (7.43%) PhD
8 109 (6.58%) Chartered Engineer
9 66 (3.99%) DBS Check
10 43 (2.60%) ACCA
10 43 (2.60%) CIMA
11 38 (2.29%) HNC
12 28 (1.69%) Computer Science Degree
13 24 (1.45%) Six Sigma Black Belt
13 24 (1.45%) Six Sigma Green Belt
14 18 (1.09%) CISM
15 16 (0.97%) CISSP
16 13 (0.79%) MBA
17 12 (0.72%) CEH
17 12 (0.72%) CIPFA
Quality Assurance & Compliance
1 136 (8.21%) QA
2 52 (3.14%) Data Quality
3 22 (1.33%) GDPR
4 21 (1.27%) ISO/IEC 27001
5 18 (1.09%) NIST
6 12 (0.72%) Accessibility
7 7 (0.42%) IFRS
7 7 (0.42%) PCI DSS
7 7 (0.42%) SLA
8 6 (0.36%) GAAP
8 6 (0.36%) Sarbanes-Oxley
9 4 (0.24%) GRC
10 3 (0.18%) Actionable Recommendations
10 3 (0.18%) PMO
11 2 (0.12%) Def Stans
11 2 (0.12%) GLP
11 2 (0.12%) Good Clinical Practice
12 1 (0.060%) COBIT
12 1 (0.060%) Cyber Essentials
12 1 (0.060%) GMP
System Software
1 659 (39.79%) Docker
2 255 (15.40%) Hyper-V
3 251 (15.16%) VMware NSX
3 251 (15.16%) vSphere
4 18 (1.09%) Active Directory
5 5 (0.30%) VMware Infrastructure
6 4 (0.24%) VMware ESXi
7 3 (0.18%) Firmware
8 2 (0.12%) KVM
9 1 (0.060%) Postfix
9 1 (0.060%) Sendmail
9 1 (0.060%) Virtual Machines
9 1 (0.060%) Virtual Servers
Systems Management
1 648 (39.13%) Ansible
2 260 (15.70%) Terraform
3 26 (1.57%) Kubernetes
4 7 (0.42%) Grafana
5 5 (0.30%) Prometheus
5 5 (0.30%) SCOM
6 4 (0.24%) SCCM
6 4 (0.24%) SCOrch
7 3 (0.18%) Autotask
8 2 (0.12%) Microsoft Intune
9 1 (0.060%) FortiGate
9 1 (0.060%) Nagios
9 1 (0.060%) Nessus
9 1 (0.060%) Oracle RMAN
9 1 (0.060%) vCenter Server
Vendors
1 259 (15.64%) Cisco
2 254 (15.34%) Splunk
3 253 (15.28%) Juniper
4 251 (15.16%) 3PAR
5 123 (7.43%) Microsoft
6 110 (6.64%) PayPal
7 64 (3.86%) Google
8 49 (2.96%) SAP
9 44 (2.66%) Oracle
10 18 (1.09%) Zoho
11 17 (1.03%) ServiceNow
12 15 (0.91%) Adobe
12 15 (0.91%) Databricks
12 15 (0.91%) VMware
13 11 (0.66%) Capita
14 10 (0.60%) Apple
14 10 (0.60%) Cognos
15 9 (0.54%) Facebook
16 8 (0.48%) Informatica
16 8 (0.48%) Salesforce