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 23 January 2026, comparing them to the same period in the previous two years.

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 10 8 12
Rank change year-on-year -2 +4 0
Contract jobs citing Analytical Skills 103 63 61
As % of all contract jobs in Cheshire 15.77% 14.06% 13.23%
As % of the General category 22.99% 21.00% 19.18%
Number of daily rates quoted 71 40 33
10th Percentile £313 £291 £155
25th Percentile £356 £356 £495
Median daily rate (50th Percentile) £435 £491 £510
Median % change year-on-year -11.42% -3.71% -2.86%
75th Percentile £532 £548 £560
90th Percentile £635 £600 £583
North West median daily rate £438 £450 £495
% change year-on-year -2.78% -9.09% +10.00%
Number of hourly rates quoted 6 6 8
10th Percentile £21.75 £19.00 £17.37
25th Percentile £26.06 £19.51 £24.43
Median hourly rate £41.00 £22.09 £34.58
Median % change year-on-year +85.60% -36.12% +200.70%
75th Percentile £43.00 £23.92 £43.75
90th Percentile £64.50 £24.18 -
North West median hourly rate £41.00 £24.18 £26.66
% change year-on-year +69.56% -9.30% -24.63%

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 448 300 318
As % of all contract IT jobs advertised in Cheshire 68.61% 66.96% 68.98%
Number of daily rates quoted 315 161 200
10th Percentile £300 £313 £246
25th Percentile £356 £360 £434
Median daily rate (50th Percentile) £447 £500 £510
Median % change year-on-year -10.60% -1.96% +13.33%
75th Percentile £526 £580 £553
90th Percentile £644 £685 £625
North West median daily rate £450 £475 £500
% change year-on-year -5.26% -5.00% +4.17%
Number of hourly rates quoted 30 29 29
10th Percentile £15.50 £15.87 £16.43
25th Percentile £17.66 £19.00 £17.72
Median hourly rate £22.85 £24.18 £26.66
Median % change year-on-year -5.50% -9.30% +65.90%
75th Percentile £39.56 £38.00 £37.25
90th Percentile £67.25 £86.00 £43.75
North West median hourly rate £29.60 £27.44 £22.00
% change year-on-year +7.86% +24.74% -

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 23 January 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 23 January 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 23 January 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 -8 45 £419 +1.52% 3
Chester +4 26 £725 +26.09% 22
Warrington -1 11 £431 +23.21% 9
Crewe +6 10 £363 +24.57% 11
Macclesfield -11 1 £375 -28.57% 2
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 15 (14.56%) Confluence
2 9 (8.74%) Microsoft Exchange
3 8 (7.77%) SharePoint
4 7 (6.80%) Exchange Server 2013
4 7 (6.80%) SAS
4 7 (6.80%) Skype for Business
5 2 (1.94%) JBoss
5 2 (1.94%) Tomcat
6 1 (0.97%) Apache Airflow
6 1 (0.97%) Mule
6 1 (0.97%) Mule ESB
6 1 (0.97%) WebLogic
Applications
1 16 (15.53%) Microsoft Excel
2 13 (12.62%) Microsoft PowerPoint
3 12 (11.65%) MS Visio
4 10 (9.71%) Microsoft Office
Business Applications
1 4 (3.88%) SAP S/4HANA
2 3 (2.91%) Payment Gateway
2 3 (2.91%) SAP EWM
3 1 (0.97%) SAP HCM
3 1 (0.97%) SAP Payroll
Cloud Services
1 30 (29.13%) Azure
2 27 (26.21%) AWS
3 16 (15.53%) Microsoft 365
4 14 (13.59%) GCP
5 9 (8.74%) OneDrive
6 7 (6.80%) OpenShift
7 6 (5.83%) Apigee
7 6 (5.83%) Kong
7 6 (5.83%) Power Platform
8 2 (1.94%) Azure DevOps
8 2 (1.94%) Cloud Computing
9 1 (0.97%) Amazon ECS
9 1 (0.97%) Amazon SageMaker
9 1 (0.97%) AWS CodeBuild
9 1 (0.97%) Entra ID
9 1 (0.97%) GitHub
9 1 (0.97%) GitHub Actions
9 1 (0.97%) SaaS
Communications & Networking
1 8 (7.77%) Firewall
2 7 (6.80%) Network Security
2 7 (6.80%) Skype
2 7 (6.80%) VPN
3 6 (5.83%) LAN
4 5 (4.85%) DNS
4 5 (4.85%) WAN
5 4 (3.88%) DMZ
5 4 (3.88%) F5 BIG-IP GTM
5 4 (3.88%) F5 BIG-IP LTM
6 2 (1.94%) TCP/IP
7 1 (0.97%) BGP
7 1 (0.97%) Cisco IOS
7 1 (0.97%) Internet
7 1 (0.97%) Intrusion Detection
7 1 (0.97%) iSCSI
7 1 (0.97%) SAN
7 1 (0.97%) VLAN
7 1 (0.97%) Wireless
7 1 (0.97%) WLAN
Database & Business Intelligence
1 7 (6.80%) Data Warehouse
2 4 (3.88%) MS Access
3 3 (2.91%) Relational Database
4 2 (1.94%) Metadata
4 2 (1.94%) NoSQL
4 2 (1.94%) Power BI
5 1 (0.97%) Big Data
5 1 (0.97%) Power Query
5 1 (0.97%) SAP HANA
5 1 (0.97%) SQL Server
5 1 (0.97%) Star Schema
Development Applications
1 21 (20.39%) JIRA
2 8 (7.77%) GitLab
3 4 (3.88%) Jenkins
3 4 (3.88%) JUnit
4 3 (2.91%) Git
4 3 (2.91%) Postman
5 2 (1.94%) Mockito
6 1 (0.97%) Appium
6 1 (0.97%) Cucumber
6 1 (0.97%) Gradle
6 1 (0.97%) Maven
6 1 (0.97%) MLflow
6 1 (0.97%) Selenium
6 1 (0.97%) Sonatype Nexus
6 1 (0.97%) TestRail
6 1 (0.97%) Zephyr
General
1 54 (52.43%) Social Skills
2 39 (37.86%) Finance
3 20 (19.42%) Banking
4 8 (7.77%) Influencing Skills
5 6 (5.83%) Documentation Skills
6 5 (4.85%) Presentation Skills
6 5 (4.85%) Retail Banking
7 4 (3.88%) Automotive
7 4 (3.88%) Marketing
8 2 (1.94%) Manufacturing
8 2 (1.94%) Telecoms
9 1 (0.97%) Organisational Skills
9 1 (0.97%) Public Sector
9 1 (0.97%) Publishing
Job Titles
1 37 (35.92%) Analyst
2 20 (19.42%) Business Analyst
3 8 (7.77%) Architect
3 8 (7.77%) Consultant
4 7 (6.80%) Operational Support Analyst
4 7 (6.80%) Operations Analyst
4 7 (6.80%) Operations Support Analyst
4 7 (6.80%) Support Analyst
5 6 (5.83%) Technical Analyst
5 6 (5.83%) Technical Business Analyst
6 5 (4.85%) Change Manager
6 5 (4.85%) Programme Manager
6 5 (4.85%) Security Engineer
7 4 (3.88%) Developer
7 4 (3.88%) Governance Manager
7 4 (3.88%) Technical Manager
8 3 (2.91%) Payments Analyst
8 3 (2.91%) Payments Business Analyst
8 3 (2.91%) Technical Programme Manager
8 3 (2.91%) Transformation Manager
Libraries, Frameworks & Software Standards
1 12 (11.65%) REST
1 12 (11.65%) SOAP
2 11 (10.68%) JSON
2 11 (10.68%) Swagger
2 11 (10.68%) XML
3 8 (7.77%) OpenAPI
4 6 (5.83%) JWT
4 6 (5.83%) OAuth
5 3 (2.91%) HTML
5 3 (2.91%) Middleware
5 3 (2.91%) RESTful
6 2 (1.94%) AngularJS
6 2 (1.94%) CSS
6 2 (1.94%) Kafka
6 2 (1.94%) Lightning Web Components
6 2 (1.94%) Spring
6 2 (1.94%) Spring Boot
6 2 (1.94%) Visualforce
6 2 (1.94%) YAML
7 1 (0.97%) Flask
Miscellaneous
1 8 (7.77%) Product Ownership
2 7 (6.80%) Credit Risk
3 6 (5.83%) Management Information System
4 3 (2.91%) Digital Wallet
4 3 (2.91%) Self-Motivation
5 2 (1.94%) Cloud Native
5 2 (1.94%) CMDB
5 2 (1.94%) Onboarding
5 2 (1.94%) Operational Technology
5 2 (1.94%) Public Cloud
6 1 (0.97%) Cyber Threat
6 1 (0.97%) Data Structures
6 1 (0.97%) Enterprise Software
6 1 (0.97%) Hybrid Cloud
6 1 (0.97%) Life Science
6 1 (0.97%) Mobile App
6 1 (0.97%) PKI
6 1 (0.97%) Replication
6 1 (0.97%) Security Posture
6 1 (0.97%) SWIFT Messaging Network
Operating Systems
1 5 (4.85%) Windows
2 3 (2.91%) Linux
2 3 (2.91%) Windows 10
3 1 (0.97%) Apple iOS
3 1 (0.97%) Red Hat Enterprise Linux
3 1 (0.97%) Unix
3 1 (0.97%) Windows Server
Processes & Methodologies
1 64 (62.14%) Problem-Solving
2 37 (35.92%) Stakeholder Management
3 36 (34.95%) Agile
4 20 (19.42%) CI/CD
5 19 (18.45%) Validation
6 18 (17.48%) Change Management
7 17 (16.50%) DevOps
8 16 (15.53%) Project Management
9 15 (14.56%) Analytics
9 15 (14.56%) Requirements Gathering
10 14 (13.59%) Analytical Thinking
11 13 (12.62%) Business Strategy
11 13 (12.62%) Computer Science
12 12 (11.65%) Microservices
13 11 (10.68%) Decision-Making
13 11 (10.68%) Integration Patterns
13 11 (10.68%) ITIL
13 11 (10.68%) Translating Business Requirements
14 10 (9.71%) AI
14 10 (9.71%) Workshop Facilitation
Programming Languages
1 14 (13.59%) Python
2 12 (11.65%) SQL
3 6 (5.83%) Java
4 5 (4.85%) R
5 4 (3.88%) JavaScript
6 3 (2.91%) PowerShell
7 2 (1.94%) ABAP
7 2 (1.94%) Apex Code
7 2 (1.94%) TypeScript
8 1 (0.97%) Bash
8 1 (0.97%) C#
8 1 (0.97%) Perl
8 1 (0.97%) PL/SQL
8 1 (0.97%) Shell Script
8 1 (0.97%) SOQL
8 1 (0.97%) SOSL
8 1 (0.97%) T-SQL
8 1 (0.97%) VBA
Qualifications
1 24 (23.30%) Degree
2 12 (11.65%) Computer Science Degree
3 10 (9.71%) Security Cleared
4 9 (8.74%) CISSP
5 8 (7.77%) BPSS Clearance
6 7 (6.80%) SC Cleared
7 6 (5.83%) CISM
8 4 (3.88%) AWS Certification
8 4 (3.88%) Azure Certification
9 2 (1.94%) BC Cleared
9 2 (1.94%) CBAP
9 2 (1.94%) Cisco Certification
9 2 (1.94%) CSPO
9 2 (1.94%) PMI Certification
9 2 (1.94%) PMP
9 2 (1.94%) TOGAF Certification
10 1 (0.97%) CCSE
10 1 (0.97%) CEH
10 1 (0.97%) GSEC
10 1 (0.97%) ISTQB
Quality Assurance & Compliance
1 6 (5.83%) GDPR
1 6 (5.83%) ISO/IEC 27001
1 6 (5.83%) NIST
1 6 (5.83%) PCI DSS
2 4 (3.88%) PSD2
3 3 (2.91%) ISO 20022
3 3 (2.91%) ISO 8583
3 3 (2.91%) QA
4 1 (0.97%) Actionable Recommendations
4 1 (0.97%) California Consumer Privacy Act
4 1 (0.97%) HIPAA
4 1 (0.97%) SEPA
4 1 (0.97%) SLA
System Software
1 11 (10.68%) Active Directory
2 5 (4.85%) VMware Infrastructure
3 3 (2.91%) Docker
Systems Management
1 10 (9.71%) Kubernetes
2 8 (7.77%) SCCM
3 7 (6.80%) Microsoft Intune
4 5 (4.85%) Fluentd
5 2 (1.94%) HP ALM
6 1 (0.97%) Active Directory Federation Services
6 1 (0.97%) Autotask
6 1 (0.97%) Norton AntiVirus
6 1 (0.97%) QRadar
6 1 (0.97%) Single Sign-On
6 1 (0.97%) Terraform
6 1 (0.97%) vCenter Server
Vendors
1 33 (32.04%) Microsoft
2 10 (9.71%) SAP
3 7 (6.80%) MuleSoft
3 7 (6.80%) Splunk
4 5 (4.85%) Cribl.io
4 5 (4.85%) F5
4 5 (4.85%) Pega
4 5 (4.85%) ServiceNow
4 5 (4.85%) VMware
5 4 (3.88%) Salesforce
6 3 (2.91%) Cisco
6 3 (2.91%) Snow
6 3 (2.91%) Workday
7 2 (1.94%) HP
7 2 (1.94%) IBM
7 2 (1.94%) IBM Sterling
7 2 (1.94%) Oracle
7 2 (1.94%) Palo Alto
7 2 (1.94%) SolarWinds
7 2 (1.94%) Teradata