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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 12 7 14
Rank change year-on-year -5 +7 -2
Contract jobs citing Analytical Skills 88 67 49
As % of all contract jobs in Cheshire 12.66% 15.84% 9.74%
As % of the General category 19.95% 22.56% 15.31%
Number of daily rates quoted 74 41 24
10th Percentile £316 £268 £248
25th Percentile £360 £405 £353
Median daily rate (50th Percentile) £442 £489 £525
Median % change year-on-year -9.71% -6.86% +17.98%
75th Percentile £538 £626 £582
90th Percentile £588 £715 £584
North West median daily rate £446 £500 £488
% change year-on-year -10.90% +2.56% +10.80%
Number of hourly rates quoted 3 3 11
10th Percentile - - £16.79
25th Percentile £21.75 £19.00 £17.72
Median hourly rate £23.50 £20.00 £26.66
Median % change year-on-year +17.50% -24.98% -8.31%
75th Percentile £55.63 £53.13 £43.75
90th Percentile £73.85 £72.40 -
North West median hourly rate £41.86 £24.76 £17.72
% change year-on-year +69.04% +39.73% -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 441 297 320
As % of all contract IT jobs advertised in Cheshire 63.45% 70.21% 63.62%
Number of daily rates quoted 296 169 210
10th Percentile £312 £317 £300
25th Percentile £359 £400 £402
Median daily rate (50th Percentile) £450 £500 £500
Median % change year-on-year -10.00% - +5.26%
75th Percentile £551 £581 £550
90th Percentile £638 £690 £620
North West median daily rate £450 £488 £500
% change year-on-year -7.83% -2.35% -
Number of hourly rates quoted 27 30 23
10th Percentile £21.65 £19.00 £16.59
25th Percentile £22.85 £29.30 £17.72
Median hourly rate £32.23 £32.95 £26.66
Median % change year-on-year -2.20% +23.59% -3.89%
75th Percentile £36.93 £75.63 £40.50
90th Percentile £84.65 £86.00 £43.75
North West median hourly rate £35.53 £28.99 £17.72
% change year-on-year +22.54% +63.60% -31.85%

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 21 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 21 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 21 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 +1 50 £415 -1.66% 2
Warrington +3 13 £463 +85.00% 13
Chester -7 11 £650 -7.14% 12
Crewe +3 6 £363 -11.59% 10
Alderley Edge 0 1 £400 - 3
Ellesmere Port - 1 £325 -
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 11 (12.50%) Confluence
2 7 (7.95%) SAS
3 2 (2.27%) JBoss
4 1 (1.14%) Mule
4 1 (1.14%) Mule ESB
4 1 (1.14%) Tomcat
4 1 (1.14%) WebLogic
Applications
1 3 (3.41%) Microsoft Office
2 1 (1.14%) Microsoft Excel
2 1 (1.14%) MS Visio
2 1 (1.14%) Spreadsheet
Business Applications
1 4 (4.55%) Payment Gateway
2 2 (2.27%) Remedy ITSM
3 1 (1.14%) SAP HCM
3 1 (1.14%) SAP Payroll
3 1 (1.14%) SAP S/4HANA
Cloud Services
1 24 (27.27%) AWS
2 21 (23.86%) Azure
3 11 (12.50%) GCP
4 10 (11.36%) Microsoft 365
4 10 (11.36%) Power Platform
5 6 (6.82%) Apigee
5 6 (6.82%) Kong
6 4 (4.55%) Akamai
6 4 (4.55%) Entra ID
6 4 (4.55%) OpenShift
7 2 (2.27%) SaaS
8 1 (1.14%) Dynamics 365
8 1 (1.14%) OCI
Communications & Networking
1 5 (5.68%) VPN
2 4 (4.55%) DNS
2 4 (4.55%) Firewall
2 4 (4.55%) HTTP
3 3 (3.41%) TCP/IP
4 1 (1.14%) Kerberos
4 1 (1.14%) SAN
Database & Business Intelligence
1 7 (7.95%) Data Warehouse
2 5 (5.68%) Power BI
3 3 (3.41%) Metadata
3 3 (3.41%) NoSQL
3 3 (3.41%) Relational Database
4 2 (2.27%) SQL Server
5 1 (1.14%) Power Query
5 1 (1.14%) SAP HANA
5 1 (1.14%) Star Schema
5 1 (1.14%) Sybase ASE
Development Applications
1 14 (15.91%) JIRA
2 6 (6.82%) GitLab
3 5 (5.68%) JUnit
4 4 (4.55%) Postman
5 3 (3.41%) Mockito
6 2 (2.27%) Zephyr
7 1 (1.14%) Cucumber
7 1 (1.14%) Eclipse
7 1 (1.14%) Git
7 1 (1.14%) Gradle
7 1 (1.14%) Hudson
7 1 (1.14%) Jenkins
7 1 (1.14%) Maven
7 1 (1.14%) Sonatype Nexus
General
1 42 (47.73%) Finance
2 38 (43.18%) Social Skills
3 24 (27.27%) Banking
4 7 (7.95%) Retail Banking
5 6 (6.82%) Influencing Skills
6 5 (5.68%) Documentation Skills
7 4 (4.55%) Manufacturing
7 4 (4.55%) Marketing
7 4 (4.55%) Telecoms
8 3 (3.41%) Organisational Skills
9 2 (2.27%) Automotive
10 1 (1.14%) Billing
10 1 (1.14%) Investment Banking
10 1 (1.14%) Presentation Skills
10 1 (1.14%) Public Sector
10 1 (1.14%) Publishing
Job Titles
1 38 (43.18%) Analyst
2 20 (22.73%) Business Analyst
3 9 (10.23%) Security Engineer
4 6 (6.82%) Architect
4 6 (6.82%) Developer
4 6 (6.82%) Technical Analyst
4 6 (6.82%) Technical Business Analyst
5 5 (5.68%) Lead
6 4 (4.55%) Data Analyst
6 4 (4.55%) Payments Analyst
6 4 (4.55%) Payments Business Analyst
6 4 (4.55%) Senior
6 4 (4.55%) Service Analyst
7 3 (3.41%) Banking Analyst
7 3 (3.41%) Change Manager
7 3 (3.41%) Insight Analyst
7 3 (3.41%) Programme Manager
7 3 (3.41%) Risk Analyst
7 3 (3.41%) Service Desk Engineer
7 3 (3.41%) Technical Manager
Libraries, Frameworks & Software Standards
1 13 (14.77%) REST
1 13 (14.77%) SOAP
1 13 (14.77%) Swagger
2 11 (12.50%) JSON
2 11 (12.50%) XML
3 9 (10.23%) OpenAPI
4 6 (6.82%) JWT
4 6 (6.82%) OAuth
5 4 (4.55%) Middleware
6 3 (3.41%) Lightning Web Components
6 3 (3.41%) RESTful
6 3 (3.41%) Visualforce
6 3 (3.41%) YAML
7 2 (2.27%) CSS
7 2 (2.27%) HTML
8 1 (1.14%) .NET
8 1 (1.14%) AngularJS
8 1 (1.14%) J2EE
8 1 (1.14%) LDAP
8 1 (1.14%) Web Services
Miscellaneous
1 10 (11.36%) Product Ownership
2 9 (10.23%) Management Information System
3 7 (7.95%) Credit Risk
4 4 (4.55%) Digital Wallet
4 4 (4.55%) Distributed Denial-of-Service
5 3 (3.41%) Analytical Mindset
5 3 (3.41%) Data Centre
5 3 (3.41%) Onboarding
5 3 (3.41%) Self-Motivation
6 2 (2.27%) Cyber Threat
6 2 (2.27%) Data Protection Act
6 2 (2.27%) Legacy Systems
6 2 (2.27%) Virtual Team
7 1 (1.14%) Data Structures
7 1 (1.14%) Foreign Exchange (FX)
7 1 (1.14%) Hybrid Cloud
7 1 (1.14%) Learning Management System
7 1 (1.14%) Life Science
7 1 (1.14%) Operational Technology
7 1 (1.14%) Replication
Operating Systems
1 6 (6.82%) Windows
2 5 (5.68%) Linux
3 4 (4.55%) Unix
4 3 (3.41%) Red Hat Enterprise Linux
4 3 (3.41%) Windows 10
5 2 (2.27%) AIX
5 2 (2.27%) Apple iOS
5 2 (2.27%) HPUX
5 2 (2.27%) Mac OS
5 2 (2.27%) Oracle Linux
5 2 (2.27%) Solaris
5 2 (2.27%) SUSE
Processes & Methodologies
1 49 (55.68%) Problem-Solving
2 33 (37.50%) Agile
3 30 (34.09%) Stakeholder Management
4 20 (22.73%) CI/CD
5 16 (18.18%) Analytics
5 16 (18.18%) Change Management
5 16 (18.18%) Requirements Gathering
6 14 (15.91%) Integration Patterns
6 14 (15.91%) Validation
7 13 (14.77%) Computer Science
8 12 (13.64%) DevOps
9 11 (12.50%) Acceptance Criteria
9 11 (12.50%) Scrum
9 11 (12.50%) Workshop Facilitation
10 10 (11.36%) Project Management
10 10 (11.36%) Stakeholder Engagement
10 10 (11.36%) Translating Business Requirements
11 9 (10.23%) Incident Response
11 9 (10.23%) Microservices
11 9 (10.23%) Waterfall
Programming Languages
1 15 (17.05%) Python
2 14 (15.91%) SQL
3 6 (6.82%) Java
4 4 (4.55%) R
5 3 (3.41%) Apex Code
5 3 (3.41%) JavaScript
5 3 (3.41%) PowerShell
6 2 (2.27%) Shell Script
6 2 (2.27%) TypeScript
7 1 (1.14%) ABAP
7 1 (1.14%) C#
7 1 (1.14%) Korn
7 1 (1.14%) PL/SQL
7 1 (1.14%) SOQL
7 1 (1.14%) SOSL
7 1 (1.14%) T-SQL
7 1 (1.14%) VBA
Qualifications
1 15 (17.05%) Degree
2 11 (12.50%) Computer Science Degree
3 10 (11.36%) CISSP
4 6 (6.82%) BPSS Clearance
5 5 (5.68%) AWS Certification
5 5 (5.68%) CISM
5 5 (5.68%) Security Cleared
6 4 (4.55%) PMI Certification
6 4 (4.55%) PMP
6 4 (4.55%) SC Cleared
7 3 (3.41%) Azure Certification
7 3 (3.41%) CISA
7 3 (3.41%) CompTIA Security+
7 3 (3.41%) CRISC
8 2 (2.27%) CEH
8 2 (2.27%) GIAC
8 2 (2.27%) ISTQB
8 2 (2.27%) ISTQB Advanced Certification
8 2 (2.27%) ITIL Certification
8 2 (2.27%) RHCE
Quality Assurance & Compliance
1 7 (7.95%) ISO/IEC 27001
1 7 (7.95%) NIST
2 6 (6.82%) GRC
3 5 (5.68%) PSD2
4 4 (4.55%) PCI DSS
4 4 (4.55%) SLA
5 3 (3.41%) ISO 8583
5 3 (3.41%) QA
6 2 (2.27%) ISO/IEC 27005
7 1 (1.14%) Actionable Recommendations
7 1 (1.14%) Data Quality
7 1 (1.14%) GDPR
7 1 (1.14%) ISO 20022
7 1 (1.14%) PMO
System Software
1 7 (7.95%) Active Directory
2 1 (1.14%) Docker
Systems Management
1 4 (4.55%) Kubernetes
2 3 (3.41%) Fluentd
3 2 (2.27%) HP ALM
4 1 (1.14%) Ansible
4 1 (1.14%) Norton AntiVirus
4 1 (1.14%) SCCM
Vendors
1 21 (23.86%) Microsoft
2 7 (7.95%) ServiceNow
3 6 (6.82%) MuleSoft
3 6 (6.82%) Oracle
3 6 (6.82%) SAP
4 5 (5.68%) Splunk
5 4 (4.55%) HP
5 4 (4.55%) Pega
6 3 (3.41%) Cribl.io
6 3 (3.41%) Salesforce
6 3 (3.41%) Snow
6 3 (3.41%) Tanium
6 3 (3.41%) Teradata
6 3 (3.41%) Workday
7 2 (2.27%) BeyondTrust
7 2 (2.27%) CrowdStrike
7 2 (2.27%) Red Hat
7 2 (2.27%) Remedy
8 1 (1.14%) McAfee
8 1 (1.14%) Sage