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 7 April 2026, comparing them to the same period in the previous two years.

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 13 5 14
Rank change year-on-year -8 +9 -1
Contract jobs citing Analytical Skills 85 73 49
As % of all contract jobs in Cheshire 12.13% 17.68% 9.76%
As % of the General category 19.27% 24.75% 15.36%
Number of daily rates quoted 70 46 26
10th Percentile £313 £280 £263
25th Percentile £358 £357 £372
Median daily rate (50th Percentile) £416 £488 £510
Median % change year-on-year -14.72% -4.41% +13.33%
75th Percentile £535 £584 £577
90th Percentile £588 £708 £583
North West median daily rate £438 £496 £488
% change year-on-year -11.82% +1.77% +10.80%
Number of hourly rates quoted 5 5 11
10th Percentile - - £16.79
25th Percentile £21.75 £19.00 £17.72
Median hourly rate £41.00 £22.09 £26.66
Median % change year-on-year +85.60% -17.14% -8.31%
75th Percentile £43.00 £24.18 £43.75
90th Percentile £68.80 £60.82 -
North West median hourly rate £41.86 £24.59 £17.72
% change year-on-year +70.25% +38.74% -49.37%

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 general skills in Cheshire.

Contract vacancies with a requirement for general skills 441 295 319
As % of all contract IT jobs advertised in Cheshire 62.91% 71.43% 63.55%
Number of daily rates quoted 300 172 210
10th Percentile £312 £316 £310
25th Percentile £358 £378 £405
Median daily rate (50th Percentile) £450 £500 £510
Median % change year-on-year -10.00% -1.96% +7.37%
75th Percentile £551 £580 £550
90th Percentile £639 £685 £621
North West median daily rate £450 £479 £500
% change year-on-year -6.05% -4.20% -
Number of hourly rates quoted 29 33 24
10th Percentile £21.52 £19.41 £16.62
25th Percentile £22.85 £24.19 £17.72
Median hourly rate £32.23 £32.50 £26.66
Median % change year-on-year -0.85% +21.91% -3.05%
75th Percentile £38.25 £70.00 £40.94
90th Percentile £84.20 £86.00 £43.75
North West median hourly rate £35.50 £28.99 £18.00
% change year-on-year +22.46% +61.06% -34.55%

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 7 April 2026.

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 7 April 2026.

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 7 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Knutsford -4 48 £415 -13.00% 5
Warrington +1 11 £463 +27.59% 7
Chester -9 10 £780 +11.43% 5
Crewe +3 8 £363 -11.59% 4
Alderley Edge 0 1 £400 - 1
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 13 (15.29%) Confluence
2 7 (8.24%) SAS
3 1 (1.18%) JBoss
3 1 (1.18%) Microsoft Exchange
3 1 (1.18%) Tomcat
Applications
1 3 (3.53%) Microsoft Office
2 2 (2.35%) Microsoft Excel
2 2 (2.35%) MS Visio
3 1 (1.18%) Microsoft PowerPoint
3 1 (1.18%) Spreadsheet
Business Applications
1 4 (4.71%) Payment Gateway
2 1 (1.18%) Remedy ITSM
2 1 (1.18%) SAP HCM
2 1 (1.18%) SAP Payroll
2 1 (1.18%) SAP S/4HANA
Cloud Services
1 23 (27.06%) AWS
2 20 (23.53%) Azure
3 11 (12.94%) GCP
4 10 (11.76%) Microsoft 365
5 9 (10.59%) Power Platform
6 6 (7.06%) Apigee
6 6 (7.06%) Kong
7 4 (4.71%) Akamai
7 4 (4.71%) Entra ID
7 4 (4.71%) OpenShift
8 2 (2.35%) SaaS
9 1 (1.18%) Dynamics 365
9 1 (1.18%) OCI
9 1 (1.18%) OneDrive
Communications & Networking
1 5 (5.88%) VPN
2 4 (4.71%) DNS
2 4 (4.71%) Firewall
2 4 (4.71%) HTTP
3 3 (3.53%) TCP/IP
4 1 (1.18%) Kerberos
4 1 (1.18%) LAN
4 1 (1.18%) WAN
Database & Business Intelligence
1 7 (8.24%) Data Warehouse
2 4 (4.71%) Power BI
3 3 (3.53%) Metadata
3 3 (3.53%) NoSQL
3 3 (3.53%) Relational Database
4 2 (2.35%) SQL Server
5 1 (1.18%) MS Access
5 1 (1.18%) Power Query
5 1 (1.18%) SAP HANA
5 1 (1.18%) Star Schema
5 1 (1.18%) Sybase ASE
Development Applications
1 16 (18.82%) JIRA
2 6 (7.06%) GitLab
3 4 (4.71%) JUnit
3 4 (4.71%) Postman
4 3 (3.53%) Mockito
5 2 (2.35%) Zephyr
6 1 (1.18%) Git
6 1 (1.18%) Gradle
6 1 (1.18%) Hudson
6 1 (1.18%) Jenkins
6 1 (1.18%) Maven
6 1 (1.18%) Sonatype Nexus
General
1 39 (45.88%) Finance
2 36 (42.35%) Social Skills
3 23 (27.06%) Banking
4 7 (8.24%) Documentation Skills
4 7 (8.24%) Retail Banking
5 5 (5.88%) Influencing Skills
6 4 (4.71%) Automotive
6 4 (4.71%) Manufacturing
6 4 (4.71%) Marketing
7 3 (3.53%) Organisational Skills
7 3 (3.53%) Telecoms
8 2 (2.35%) Presentation Skills
9 1 (1.18%) Billing
9 1 (1.18%) Investment Banking
9 1 (1.18%) Public Sector
9 1 (1.18%) Publishing
Job Titles
1 37 (43.53%) Analyst
2 20 (23.53%) Business Analyst
3 8 (9.41%) Security Engineer
4 6 (7.06%) Architect
4 6 (7.06%) Technical Analyst
4 6 (7.06%) Technical Business Analyst
5 5 (5.88%) Developer
5 5 (5.88%) Lead
6 4 (4.71%) Data Analyst
6 4 (4.71%) Payments Analyst
6 4 (4.71%) Payments Business Analyst
7 3 (3.53%) Banking Analyst
7 3 (3.53%) Change Manager
7 3 (3.53%) Insight Analyst
7 3 (3.53%) Programme Manager
7 3 (3.53%) Risk Analyst
7 3 (3.53%) Service Analyst
7 3 (3.53%) Service Desk Engineer
7 3 (3.53%) Technical Manager
7 3 (3.53%) Technical Programme Manager
Libraries, Frameworks & Software Standards
1 13 (15.29%) REST
1 13 (15.29%) SOAP
1 13 (15.29%) Swagger
2 10 (11.76%) JSON
2 10 (11.76%) XML
3 9 (10.59%) OpenAPI
4 6 (7.06%) JWT
4 6 (7.06%) OAuth
5 3 (3.53%) Lightning Web Components
5 3 (3.53%) Middleware
5 3 (3.53%) RESTful
5 3 (3.53%) Visualforce
5 3 (3.53%) YAML
6 2 (2.35%) CSS
6 2 (2.35%) HTML
7 1 (1.18%) .NET
7 1 (1.18%) AngularJS
7 1 (1.18%) LDAP
7 1 (1.18%) React
7 1 (1.18%) Spring
Miscellaneous
1 10 (11.76%) Product Ownership
2 9 (10.59%) Management Information System
3 7 (8.24%) Credit Risk
4 4 (4.71%) Digital Wallet
4 4 (4.71%) Distributed Denial-of-Service
5 3 (3.53%) Onboarding
5 3 (3.53%) Self-Motivation
6 2 (2.35%) Cyber Threat
6 2 (2.35%) Data Protection Act
7 1 (1.18%) Data Structures
7 1 (1.18%) Foreign Exchange (FX)
7 1 (1.18%) Hybrid Cloud
7 1 (1.18%) Learning Management System
7 1 (1.18%) Life Science
7 1 (1.18%) Operational Technology
7 1 (1.18%) PKI
7 1 (1.18%) Replication
7 1 (1.18%) Web Conferencing
Operating Systems
1 6 (7.06%) Windows
2 3 (3.53%) Linux
2 3 (3.53%) Windows 10
3 2 (2.35%) Unix
4 1 (1.18%) Apple iOS
4 1 (1.18%) Mac OS
4 1 (1.18%) Red Hat Enterprise Linux
4 1 (1.18%) Windows Server
Processes & Methodologies
1 45 (52.94%) Problem-Solving
2 34 (40.00%) Agile
3 29 (34.12%) Stakeholder Management
4 19 (22.35%) CI/CD
5 16 (18.82%) Analytics
5 16 (18.82%) Requirements Gathering
6 14 (16.47%) Change Management
6 14 (16.47%) Integration Patterns
6 14 (16.47%) Validation
7 13 (15.29%) Computer Science
8 12 (14.12%) DevOps
9 11 (12.94%) Scrum
9 11 (12.94%) Workshop Facilitation
10 10 (11.76%) Acceptance Criteria
10 10 (11.76%) Stakeholder Engagement
10 10 (11.76%) Translating Business Requirements
11 9 (10.59%) Incident Response
11 9 (10.59%) Project Management
12 8 (9.41%) API Design
12 8 (9.41%) Microservices
Programming Languages
1 14 (16.47%) Python
2 13 (15.29%) SQL
3 5 (5.88%) Java
4 4 (4.71%) R
5 3 (3.53%) Apex Code
5 3 (3.53%) JavaScript
5 3 (3.53%) PowerShell
6 2 (2.35%) Shell Script
6 2 (2.35%) TypeScript
7 1 (1.18%) ABAP
7 1 (1.18%) C#
7 1 (1.18%) Korn
7 1 (1.18%) SOQL
7 1 (1.18%) SOSL
7 1 (1.18%) T-SQL
7 1 (1.18%) VBA
Qualifications
1 15 (17.65%) Degree
2 11 (12.94%) Computer Science Degree
3 7 (8.24%) CISSP
4 6 (7.06%) BPSS Clearance
5 5 (5.88%) CISM
6 4 (4.71%) AWS Certification
6 4 (4.71%) PMI Certification
6 4 (4.71%) PMP
6 4 (4.71%) Security Cleared
7 3 (3.53%) Azure Certification
7 3 (3.53%) CISA
7 3 (3.53%) CRISC
7 3 (3.53%) SC Cleared
8 2 (2.35%) CEH
8 2 (2.35%) GIAC
8 2 (2.35%) ISTQB
8 2 (2.35%) ISTQB Advanced Certification
8 2 (2.35%) ITIL Certification
9 1 (1.18%) CompTIA Security+
9 1 (1.18%) GSEC
Quality Assurance & Compliance
1 7 (8.24%) ISO/IEC 27001
1 7 (8.24%) NIST
2 5 (5.88%) PSD2
3 4 (4.71%) GRC
3 4 (4.71%) PCI DSS
4 3 (3.53%) ISO 8583
4 3 (3.53%) QA
4 3 (3.53%) SLA
5 2 (2.35%) ISO/IEC 27005
6 1 (1.18%) Actionable Recommendations
6 1 (1.18%) Data Quality
6 1 (1.18%) GDPR
6 1 (1.18%) ISO 20022
6 1 (1.18%) PMO
System Software
1 7 (8.24%) Active Directory
2 1 (1.18%) Docker
Systems Management
1 4 (4.71%) Kubernetes
2 3 (3.53%) Fluentd
3 2 (2.35%) HP ALM
4 1 (1.18%) Active Directory Federation Services
4 1 (1.18%) Ansible
4 1 (1.18%) Norton AntiVirus
4 1 (1.18%) SCCM
4 1 (1.18%) Single Sign-On
Vendors
1 21 (24.71%) Microsoft
2 6 (7.06%) MuleSoft
2 6 (7.06%) SAP
2 6 (7.06%) ServiceNow
3 4 (4.71%) Pega
3 4 (4.71%) Splunk
4 3 (3.53%) Cribl.io
4 3 (3.53%) Oracle
4 3 (3.53%) Salesforce
4 3 (3.53%) Snow
4 3 (3.53%) Tanium
4 3 (3.53%) Teradata
4 3 (3.53%) Workday
5 2 (2.35%) HP
6 1 (1.18%) McAfee
6 1 (1.18%) Proofpoint
6 1 (1.18%) Remedy
6 1 (1.18%) Sage
6 1 (1.18%) Sybase
6 1 (1.18%) Symantec