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 17 July 2026, comparing them to the same period in the previous two years.

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 12 5 13
Rank change year-on-year -7 +8 0
Contract jobs citing Analytical Skills 90 105 59
As % of all contract jobs in Cheshire 11.64% 18.01% 10.97%
As % of the General category 19.78% 26.45% 16.62%
Number of daily rates quoted 72 80 35
10th Percentile £283 £316 £329
25th Percentile £394 £361 £470
Median daily rate (50th Percentile) £462 £472 £538
Median % change year-on-year -2.21% -12.27% +2.97%
75th Percentile £550 £577 £575
90th Percentile £618 £689 £585
North West median daily rate £449 £472 £493
% change year-on-year -4.87% -4.26% +1.54%
Number of hourly rates quoted 4 2 4
10th Percentile £47.46 £35.18 £17.07
25th Percentile £66.93 £42.94 £17.49
Median hourly rate £83.25 £57.75 £30.11
Median % change year-on-year +44.16% +91.80% -13.97%
75th Percentile £86.00 £72.44 £43.75
90th Percentile - £80.13 -
North West median hourly rate £40.00 £45.10 £22.61
% change year-on-year -11.31% +99.47% -35.40%

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 455 397 355
As % of all contract IT jobs advertised in Cheshire 58.86% 68.10% 65.99%
Number of daily rates quoted 269 269 243
10th Percentile £342 £321 £319
25th Percentile £402 £375 £405
Median daily rate (50th Percentile) £485 £450 £500
Median % change year-on-year +7.78% -10.00% -
75th Percentile £585 £575 £575
90th Percentile £644 £688 £638
North West median daily rate £481 £455 £493
% change year-on-year +5.77% -7.76% -1.40%
Number of hourly rates quoted 38 25 16
10th Percentile £16.01 £12.82 £17.26
25th Percentile £29.06 £29.50 £17.72
Median hourly rate £36.00 £33.40 £35.00
Median % change year-on-year +7.78% -4.57% +14.60%
75th Percentile £85.00 £50.00 £37.25
90th Percentile £86.45 £79.15 £40.50
North West median hourly rate £36.00 £28.75 £23.50
% change year-on-year +25.22% +22.34% +4.31%

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 17 July 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 17 July 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 17 July 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 +2 42 £443 -0.89% 6
Warrington +1 20 £469 -1.32% 6
Chester -7 17 £563 -21.05% 3
Crewe -2 4 £525 +28.05% 5
Macclesfield -1 2 £500 -9.09% 5
Alderley Edge -1 1 £400 -
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 (12.22%) Confluence
2 4 (4.44%) SAS
3 1 (1.11%) JBoss
3 1 (1.11%) Mule
3 1 (1.11%) Mule ESB
3 1 (1.11%) WebLogic
Applications
1 7 (7.78%) Microsoft Office
2 4 (4.44%) Microsoft Excel
3 2 (2.22%) MS Visio
4 1 (1.11%) Microsoft PowerPoint
4 1 (1.11%) Spreadsheet
Business Applications
1 7 (7.78%) Remedy ITSM
2 3 (3.33%) Payment Gateway
2 3 (3.33%) SAP HCM
2 3 (3.33%) SAP Payroll
2 3 (3.33%) SAP S/4HANA
Cloud Services
1 15 (16.67%) Azure
2 11 (12.22%) AWS
3 7 (7.78%) Power Platform
4 6 (6.67%) Entra ID
4 6 (6.67%) Microsoft 365
5 4 (4.44%) Akamai
5 4 (4.44%) GCP
6 3 (3.33%) SaaS
7 1 (1.11%) Dynamics 365
7 1 (1.11%) IBM Blueworks
7 1 (1.11%) IBM Watson
7 1 (1.11%) OCI
Communications & Networking
1 6 (6.67%) DNS
2 5 (5.56%) Firewall
2 5 (5.56%) TCP/IP
2 5 (5.56%) VPN
3 4 (4.44%) BGP
3 4 (4.44%) HTTP
3 4 (4.44%) WAN
4 3 (3.33%) Cisco Nexus
4 3 (3.33%) LAN
4 3 (3.33%) SAN
4 3 (3.33%) Wireshark
5 2 (2.22%) MPLS
5 2 (2.22%) OSPF
5 2 (2.22%) SSL
5 2 (2.22%) VLAN
5 2 (2.22%) Wi-Fi
6 1 (1.11%) DMZ
6 1 (1.11%) Kerberos
6 1 (1.11%) SNMP
6 1 (1.11%) Wireless
Database & Business Intelligence
1 5 (5.56%) Power BI
2 4 (4.44%) Metadata
2 4 (4.44%) NoSQL
3 3 (3.33%) Data Warehouse
3 3 (3.33%) Relational Database
3 3 (3.33%) SAP HANA
4 2 (2.22%) SQL Server
5 1 (1.11%) MongoDB
5 1 (1.11%) Sybase ASE
Development Applications
1 11 (12.22%) JIRA
2 4 (4.44%) GitLab
2 4 (4.44%) JUnit
3 3 (3.33%) Mockito
3 3 (3.33%) Postman
4 1 (1.11%) Claude Code
4 1 (1.11%) Cucumber
4 1 (1.11%) Eclipse
4 1 (1.11%) Git
4 1 (1.11%) Hudson
4 1 (1.11%) Jenkins
4 1 (1.11%) Zephyr
General
1 42 (46.67%) Social Skills
2 33 (36.67%) Finance
3 20 (22.22%) Banking
4 7 (7.78%) Influencing Skills
5 5 (5.56%) Documentation Skills
6 4 (4.44%) Manufacturing
6 4 (4.44%) Marketing
7 3 (3.33%) Automotive
7 3 (3.33%) Legal
7 3 (3.33%) Organisational Skills
7 3 (3.33%) Telecoms
8 2 (2.22%) Presentation Skills
8 2 (2.22%) Publishing
8 2 (2.22%) Retail Banking
9 1 (1.11%) Aerospace
9 1 (1.11%) Aviation
9 1 (1.11%) Billing
9 1 (1.11%) Investment Banking
9 1 (1.11%) Military
9 1 (1.11%) Public Sector
Job Titles
1 29 (32.22%) Analyst
2 9 (10.00%) Business Analyst
3 8 (8.89%) Security Engineer
4 7 (7.78%) Consultant
4 7 (7.78%) Lead
5 6 (6.67%) Network Engineer
5 6 (6.67%) Service Analyst
6 5 (5.56%) Developer
7 4 (4.44%) Data Analyst
7 4 (4.44%) Insight Analyst
7 4 (4.44%) Senior
8 3 (3.33%) Data Insight Analyst
8 3 (3.33%) Full-Stack Developer
8 3 (3.33%) Insight Data Analyst
8 3 (3.33%) IT Engineer
8 3 (3.33%) Lead Data Analyst
8 3 (3.33%) Payments Analyst
8 3 (3.33%) Payments Business Analyst
8 3 (3.33%) Service Manager
8 3 (3.33%) Service Transition Manager
Libraries, Frameworks & Software Standards
1 9 (10.00%) REST
2 7 (7.78%) JSON
3 6 (6.67%) Swagger
3 6 (6.67%) XML
4 5 (5.56%) SOAP
5 3 (3.33%) Lightning Web Components
5 3 (3.33%) Middleware
5 3 (3.33%) OpenAPI
5 3 (3.33%) RESTful
5 3 (3.33%) Visualforce
5 3 (3.33%) YAML
6 2 (2.22%) CSS
6 2 (2.22%) HTML
6 2 (2.22%) OAuth
6 2 (2.22%) SailPoint
7 1 (1.11%) J2EE
7 1 (1.11%) Kafka
7 1 (1.11%) LDAP
7 1 (1.11%) React Native
7 1 (1.11%) Web Services
Miscellaneous
1 12 (13.33%) Analytical Mindset
2 9 (10.00%) Management Information System
3 6 (6.67%) Data Centre
3 6 (6.67%) Product Ownership
4 4 (4.44%) Credit Risk
4 4 (4.44%) Cyber Threat
4 4 (4.44%) Distributed Denial-of-Service
5 3 (3.33%) Digital Wallet
5 3 (3.33%) Enterprise Software
5 3 (3.33%) Self-Motivation
5 3 (3.33%) Virtual Team
6 2 (2.22%) Client/Server
6 2 (2.22%) Data Protection Act
6 2 (2.22%) Distributed Systems
6 2 (2.22%) Legacy Systems
6 2 (2.22%) Onboarding
6 2 (2.22%) Operational Technology
6 2 (2.22%) PKI
6 2 (2.22%) Security Posture
7 1 (1.11%) Web Conferencing
Operating Systems
1 12 (13.33%) Windows
2 6 (6.67%) Linux
3 5 (5.56%) Mac OS
4 3 (3.33%) Apple iOS
4 3 (3.33%) Unix
5 2 (2.22%) AIX
5 2 (2.22%) HPUX
5 2 (2.22%) Oracle Linux
5 2 (2.22%) Red Hat Enterprise Linux
5 2 (2.22%) Solaris
5 2 (2.22%) SUSE
5 2 (2.22%) Windows Server
Processes & Methodologies
1 56 (62.22%) Problem-Solving
2 26 (28.89%) Continuous Improvement
2 26 (28.89%) Stakeholder Management
3 22 (24.44%) Agile
4 17 (18.89%) ITIL
4 17 (18.89%) Project Management
5 15 (16.67%) ITSM
6 14 (15.56%) Change Management
6 14 (15.56%) CI/CD
7 13 (14.44%) Cybersecurity
8 12 (13.33%) Analytics
9 11 (12.22%) Incident Response
9 11 (12.22%) Migration
9 11 (12.22%) Project Delivery
9 11 (12.22%) Risk Management
10 10 (11.11%) SIEM
11 9 (10.00%) AI
11 9 (10.00%) Customer Service
11 9 (10.00%) Scrum
11 9 (10.00%) Waterfall
Programming Languages
1 13 (14.44%) Python
2 8 (8.89%) PowerShell
2 8 (8.89%) SQL
3 4 (4.44%) Java
4 3 (3.33%) ABAP
4 3 (3.33%) Apex Code
5 2 (2.22%) JavaScript
6 1 (1.11%) C#
6 1 (1.11%) Korn
6 1 (1.11%) PL/SQL
6 1 (1.11%) Shell Script
6 1 (1.11%) SOQL
6 1 (1.11%) SOSL
6 1 (1.11%) TypeScript
6 1 (1.11%) VBA
Qualifications
1 13 (14.44%) Degree
2 9 (10.00%) CISSP
3 7 (7.78%) Security Cleared
4 6 (6.67%) Cisco Certification
5 5 (5.56%) AWS Certification
5 5 (5.56%) CompTIA Security+
6 4 (4.44%) CISM
6 4 (4.44%) SC Cleared
7 3 (3.33%) A+ Certification
7 3 (3.33%) BPSS Clearance
7 3 (3.33%) CCNA
7 3 (3.33%) CEH
7 3 (3.33%) CISA
7 3 (3.33%) Computer Science Degree
7 3 (3.33%) CRISC
7 3 (3.33%) ITIL Certification
7 3 (3.33%) ITIL Foundation Certificate
7 3 (3.33%) MCSE
7 3 (3.33%) Microsoft Certification
7 3 (3.33%) Network+ Certification
Quality Assurance & Compliance
1 8 (8.89%) SLA
2 7 (7.78%) GRC
2 7 (7.78%) NIST
3 5 (5.56%) ISO/IEC 27001
4 3 (3.33%) PCI DSS
4 3 (3.33%) PSD2
4 3 (3.33%) QA
5 2 (2.22%) Data Quality
5 2 (2.22%) GDPR
5 2 (2.22%) ISO 8583
5 2 (2.22%) ISO/IEC 27005
6 1 (1.11%) NCSC
6 1 (1.11%) PMO
System Software
1 9 (10.00%) Active Directory
2 2 (2.22%) Firmware
3 1 (1.11%) VMware Infrastructure
3 1 (1.11%) VMware NSX
3 1 (1.11%) vSphere
Systems Management
1 6 (6.67%) Ansible
2 2 (2.22%) WMI
3 1 (1.11%) HP ALM
Vendors
1 17 (18.89%) Microsoft
2 15 (16.67%) ServiceNow
3 7 (7.78%) Remedy
3 7 (7.78%) SAP
4 6 (6.67%) Cisco
5 5 (5.56%) HP
5 5 (5.56%) Oracle
5 5 (5.56%) Splunk
6 4 (4.44%) BeyondTrust
6 4 (4.44%) CrowdStrike
6 4 (4.44%) Teradata
7 3 (3.33%) Arista
7 3 (3.33%) Dell
7 3 (3.33%) F5
7 3 (3.33%) Juniper
7 3 (3.33%) Salesforce
7 3 (3.33%) Tanium
8 2 (2.22%) Fortinet
8 2 (2.22%) Okta
8 2 (2.22%) Red Hat