Analytical Skills Contract Job Trends in Cheshire

Analytical Skills
North West > Cheshire

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in Cheshire. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 18 December 2025, comparing them to the same period in the previous two years.

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 8 7 11
Rank change year-on-year -1 +4 +3
Contract jobs citing Analytical Skills 96 62 56
As % of all contract jobs in Cheshire 15.09% 13.60% 14.07%
As % of the General category 22.70% 20.26% 19.24%
Number of daily rates quoted 61 41 34
10th Percentile £313 £291 £162
25th Percentile £363 £356 £471
Median daily rate (50th Percentile) £450 £496 £505
Median % change year-on-year -9.30% -1.76% -1.46%
75th Percentile £538 £551 £559
90th Percentile £630 £600 £583
North West median daily rate £450 £441 £495
% change year-on-year +1.98% -10.86% +10.00%
Number of hourly rates quoted 7 5 2
10th Percentile £21.75 £19.82 £16.66
25th Percentile £25.88 £21.05 £16.84
Median hourly rate £41.00 £22.09 £17.33
Median % change year-on-year +85.60% +27.49% +50.67%
75th Percentile £43.00 £24.18 £17.62
90th Percentile £60.20 - £17.68
North West median hourly rate £35.00 £24.47 £30.00
% change year-on-year +43.03% -18.43% -25.00%

All General Skills
Cheshire

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring common skills in Cheshire.

Contract vacancies with a requirement for common skills 423 306 291
As % of all contract IT jobs advertised in Cheshire 66.51% 67.11% 73.12%
Number of daily rates quoted 288 170 183
10th Percentile £268 £325 £253
25th Percentile £358 £400 £439
Median daily rate (50th Percentile) £455 £500 £525
Median % change year-on-year -9.05% -4.76% +16.67%
75th Percentile £538 £575 £551
90th Percentile £650 £675 £611
North West median daily rate £450 £475 £500
% change year-on-year -5.26% -5.00% +3.09%
Number of hourly rates quoted 35 24 27
10th Percentile £15.50 £15.55 £16.33
25th Percentile £18.69 £18.25 £17.49
Median hourly rate £23.50 £24.09 £24.05
Median % change year-on-year -2.45% +0.17% +52.70%
75th Percentile £37.72 £33.75 £35.00
90th Percentile £57.55 £83.45 £38.35
North West median hourly rate £29.60 £27.13 £23.61
% change year-on-year +9.12% +14.89% +18.05%

Analytical Skills
Job Vacancy Trend in Cheshire

Historical trend showing the proportion of contract IT job postings citing Analytical Skills relative to all contract IT jobs advertised in Cheshire.

Analytical Skills job vacancy trend in Cheshire

Analytical Skills
Daily Rate Trend in Cheshire

Contractor daily rate distribution trend for jobs in Cheshire citing Analytical Skills.

Contractor daily rate distribution trend for jobs in Cheshire citing Analytical Skills

Analytical Skills
Daily Rate Histogram in Cheshire

Daily rate distribution for jobs citing Analytical Skills in Cheshire over the 6 months to 18 December 2025.

Daily rate histogram for Analytical Skills in Cheshire

Analytical Skills
Hourly Rate Trend in Cheshire

Contractor hourly rate distribution trend for jobs in Cheshire citing Analytical Skills.

Contractor hourly rate distribution trend for jobs in Cheshire citing Analytical Skills

Analytical Skills
Hourly Rate Histogram in Cheshire

Hourly rate distribution of jobs citing Analytical Skills in Cheshire over the 6 months to 18 December 2025.

Hourly rate histogram for Analytical Skills in Cheshire

Analytical Skills
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the Cheshire region over the 6 months to 18 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Knutsford -5 37 £447 -9.90% 3
Chester +11 27 £675 +20.00% 33
Crewe +6 9 £363 +24.57% 13
Warrington -4 9 £438 +25.00% 47
Macclesfield -10 2 £413 -21.43% 2
Ellesmere Port - 1 £325 - 2
Analytical Skills
North West

Analytical Skills
Co-Occurring Skills & Capabilities in Cheshire 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 9 (9.38%) Microsoft Exchange
2 8 (8.33%) Confluence
2 8 (8.33%) SharePoint
3 7 (7.29%) Exchange Server 2013
3 7 (7.29%) Skype for Business
4 5 (5.21%) SAS
5 2 (2.08%) JBoss
5 2 (2.08%) Tomcat
6 1 (1.04%) Apache Airflow
6 1 (1.04%) Mule
6 1 (1.04%) Mule ESB
6 1 (1.04%) WebLogic
Applications
1 17 (17.71%) Microsoft Excel
2 13 (13.54%) Microsoft PowerPoint
3 12 (12.50%) MS Visio
4 10 (10.42%) Microsoft Office
Business Applications
1 4 (4.17%) SAP S/4HANA
2 3 (3.13%) SAP EWM
3 1 (1.04%) Payment Gateway
3 1 (1.04%) SAP HCM
3 1 (1.04%) SAP Payroll
Cloud Services
1 30 (31.25%) Azure
2 24 (25.00%) AWS
3 14 (14.58%) GCP
3 14 (14.58%) Microsoft 365
4 9 (9.38%) OneDrive
5 7 (7.29%) OpenShift
5 7 (7.29%) Power Platform
6 3 (3.13%) Apigee
6 3 (3.13%) Kong
7 2 (2.08%) Azure DevOps
7 2 (2.08%) Cloud Computing
7 2 (2.08%) GitHub
8 1 (1.04%) Amazon ECS
8 1 (1.04%) Amazon SageMaker
8 1 (1.04%) AWS CodeBuild
8 1 (1.04%) Entra ID
8 1 (1.04%) GitHub Actions
8 1 (1.04%) SaaS
Communications & Networking
1 9 (9.38%) Network Security
2 8 (8.33%) Firewall
3 7 (7.29%) DNS
3 7 (7.29%) Skype
4 6 (6.25%) DMZ
4 6 (6.25%) F5 BIG-IP GTM
4 6 (6.25%) F5 BIG-IP LTM
4 6 (6.25%) LAN
4 6 (6.25%) VPN
5 5 (5.21%) WAN
6 2 (2.08%) TCP/IP
7 1 (1.04%) BGP
7 1 (1.04%) Cisco IOS
7 1 (1.04%) Internet
7 1 (1.04%) Intrusion Detection
7 1 (1.04%) iSCSI
7 1 (1.04%) SAN
7 1 (1.04%) VLAN
7 1 (1.04%) Wireless
7 1 (1.04%) WLAN
Database & Business Intelligence
1 6 (6.25%) Data Warehouse
2 4 (4.17%) MS Access
3 3 (3.13%) Power BI
4 2 (2.08%) Relational Database
5 1 (1.04%) Big Data
5 1 (1.04%) Power Query
5 1 (1.04%) SAP HANA
5 1 (1.04%) SQL Server
5 1 (1.04%) Star Schema
Development Applications
1 17 (17.71%) JIRA
2 7 (7.29%) GitLab
3 5 (5.21%) Jenkins
4 4 (4.17%) Git
5 3 (3.13%) JUnit
5 3 (3.13%) TestRail
6 2 (2.08%) Cucumber
7 1 (1.04%) Appium
7 1 (1.04%) Gradle
7 1 (1.04%) Maven
7 1 (1.04%) MLflow
7 1 (1.04%) Postman
7 1 (1.04%) Selenium
7 1 (1.04%) Sonatype Nexus
General
1 57 (59.38%) Social Skills
2 35 (36.46%) Finance
3 14 (14.58%) Banking
4 7 (7.29%) Influencing Skills
5 5 (5.21%) Presentation Skills
6 4 (4.17%) Documentation Skills
7 3 (3.13%) Automotive
8 2 (2.08%) Marketing
9 1 (1.04%) Investment Banking
9 1 (1.04%) Legal
9 1 (1.04%) Manufacturing
9 1 (1.04%) Organisational Skills
9 1 (1.04%) Pharmaceutical
9 1 (1.04%) Publishing
9 1 (1.04%) Telecoms
Job Titles
1 27 (28.13%) Analyst
2 11 (11.46%) Business Analyst
3 8 (8.33%) Architect
3 8 (8.33%) Consultant
4 7 (7.29%) Operational Support Analyst
4 7 (7.29%) Operations Analyst
4 7 (7.29%) Operations Support Analyst
4 7 (7.29%) Support Analyst
5 5 (5.21%) Change Manager
5 5 (5.21%) Programme Manager
5 5 (5.21%) Security Engineer
6 4 (4.17%) Governance Manager
6 4 (4.17%) Network Engineer
6 4 (4.17%) Technical Manager
7 3 (3.13%) Risk Management Specialist
7 3 (3.13%) Senior
7 3 (3.13%) Technical Business Analyst
7 3 (3.13%) Technical Programme Manager
7 3 (3.13%) Transformation Manager
7 3 (3.13%) UAT Tester
Libraries, Frameworks & Software Standards
1 8 (8.33%) XML
2 7 (7.29%) REST
3 6 (6.25%) JSON
3 6 (6.25%) SOAP
4 4 (4.17%) Swagger
5 3 (3.13%) JWT
5 3 (3.13%) Kafka
5 3 (3.13%) OAuth
5 3 (3.13%) OpenAPI
5 3 (3.13%) Spring
5 3 (3.13%) Spring Boot
6 2 (2.08%) AngularJS
6 2 (2.08%) HTML
6 2 (2.08%) Middleware
6 2 (2.08%) React
6 2 (2.08%) RESTful
7 1 (1.04%) Bootstrap
7 1 (1.04%) Flask
7 1 (1.04%) Spring Cloud
7 1 (1.04%) Streamlit
Miscellaneous
1 6 (6.25%) Management Information System
2 5 (5.21%) Credit Risk
3 2 (2.08%) Analytical Mindset
3 2 (2.08%) Cloud Native
3 2 (2.08%) CMDB
3 2 (2.08%) Onboarding
3 2 (2.08%) Operational Technology
3 2 (2.08%) Product Ownership
3 2 (2.08%) Public Cloud
3 2 (2.08%) Self-Motivation
4 1 (1.04%) Cyber Threat
4 1 (1.04%) Data Structures
4 1 (1.04%) Digital Wallet
4 1 (1.04%) Distributed Computing
4 1 (1.04%) Distributed Systems
4 1 (1.04%) Enterprise Software
4 1 (1.04%) Hybrid Cloud
4 1 (1.04%) Life Science
4 1 (1.04%) Mobile App
4 1 (1.04%) Security Posture
Operating Systems
1 3 (3.13%) Windows
2 2 (2.08%) Linux
2 2 (2.08%) Windows 10
3 1 (1.04%) Apple iOS
3 1 (1.04%) Unix
3 1 (1.04%) Windows Server
Processes & Methodologies
1 57 (59.38%) Problem-Solving
2 26 (27.08%) Stakeholder Management
3 25 (26.04%) Agile
4 15 (15.63%) Business Strategy
4 15 (15.63%) Change Management
4 15 (15.63%) CI/CD
4 15 (15.63%) Project Management
5 14 (14.58%) DevOps
6 13 (13.54%) Analytical Thinking
6 13 (13.54%) Analytics
6 13 (13.54%) Decision-Making
7 12 (12.50%) ITIL
7 12 (12.50%) Validation
8 11 (11.46%) Stakeholder Engagement
9 10 (10.42%) AI
9 10 (10.42%) Computer Science
9 10 (10.42%) Microservices
10 9 (9.38%) Risk Management
10 9 (9.38%) User Acceptance Testing
11 8 (8.33%) Migration
Programming Languages
1 13 (13.54%) Python
2 8 (8.33%) SQL
3 5 (5.21%) Java
3 5 (5.21%) JavaScript
3 5 (5.21%) R
4 3 (3.13%) PowerShell
5 2 (2.08%) ABAP
6 1 (1.04%) Bash
6 1 (1.04%) C#
6 1 (1.04%) Perl
6 1 (1.04%) PL/SQL
6 1 (1.04%) Shell Script
6 1 (1.04%) T-SQL
6 1 (1.04%) TypeScript
Qualifications
1 22 (22.92%) Degree
2 9 (9.38%) CISSP
2 9 (9.38%) Computer Science Degree
2 9 (9.38%) Security Cleared
3 6 (6.25%) CISM
3 6 (6.25%) SC Cleared
4 4 (4.17%) AWS Certification
4 4 (4.17%) Azure Certification
5 3 (3.13%) BPSS Clearance
5 3 (3.13%) ITIL Foundation Certificate
6 2 (2.08%) BC Cleared
6 2 (2.08%) CBAP
6 2 (2.08%) Cisco Certification
6 2 (2.08%) CSPO
6 2 (2.08%) PMI Certification
6 2 (2.08%) PMP
6 2 (2.08%) TOGAF Certification
7 1 (1.04%) CCNP
7 1 (1.04%) Check Point Certification
7 1 (1.04%) ITIL Certification
Quality Assurance & Compliance
1 7 (7.29%) GDPR
2 6 (6.25%) ISO/IEC 27001
2 6 (6.25%) NIST
3 4 (4.17%) PCI DSS
4 3 (3.13%) ISO 20022
4 3 (3.13%) QA
5 2 (2.08%) Data Quality
5 2 (2.08%) PSD2
6 1 (1.04%) Actionable Recommendations
6 1 (1.04%) California Consumer Privacy Act
6 1 (1.04%) HIPAA
6 1 (1.04%) ISO 8583
6 1 (1.04%) Sarbanes-Oxley
6 1 (1.04%) SEPA
System Software
1 10 (10.42%) Active Directory
2 7 (7.29%) VMware Infrastructure
3 3 (3.13%) Docker
Systems Management
1 10 (10.42%) Kubernetes
2 7 (7.29%) Microsoft Intune
2 7 (7.29%) SCCM
3 5 (5.21%) Fluentd
4 3 (3.13%) HP ALM
5 1 (1.04%) Active Directory Federation Services
5 1 (1.04%) Autotask
5 1 (1.04%) QRadar
5 1 (1.04%) Single Sign-On
5 1 (1.04%) Terraform
5 1 (1.04%) vCenter Server
Vendors
1 31 (32.29%) Microsoft
2 10 (10.42%) SAP
3 7 (7.29%) F5
3 7 (7.29%) Splunk
3 7 (7.29%) VMware
4 6 (6.25%) ServiceNow
5 5 (5.21%) Cribl.io
5 5 (5.21%) Pega
6 4 (4.17%) MuleSoft
7 3 (3.13%) Cisco
7 3 (3.13%) HP
7 3 (3.13%) Snow
7 3 (3.13%) Workday
8 2 (2.08%) IBM
8 2 (2.08%) IBM Sterling
8 2 (2.08%) Oracle
8 2 (2.08%) Palo Alto
8 2 (2.08%) Salesforce
8 2 (2.08%) SolarWinds
9 1 (1.04%) Dynatrace