Analytical Skills Contract Job Trends in the North West

Analytical Skills
England > North West

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in the North West. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 17 April 2026, comparing them to the same period in the previous two years.

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 20 14 25
Rank change year-on-year -6 +11 +2
Contract jobs citing Analytical Skills 258 185 188
As % of all contract jobs in the North West 8.12% 9.60% 6.84%
As % of the General category 14.34% 16.67% 12.83%
Number of daily rates quoted 167 119 117
10th Percentile £313 £313 £300
25th Percentile £368 £405 £385
Median daily rate (50th Percentile) £438 £500 £488
Median % change year-on-year -12.50% +2.56% +10.80%
75th Percentile £545 £626 £550
90th Percentile £587 £715 £623
England median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -
Number of hourly rates quoted 31 10 27
10th Percentile £21.75 £18.38 £11.77
25th Percentile £25.49 £19.06 £13.50
Median hourly rate £41.86 £24.67 £17.72
Median % change year-on-year +69.64% +39.24% -49.37%
75th Percentile £75.88 £49.97 £43.75
90th Percentile £178.75 £73.78 £49.31
England median hourly rate £37.50 £28.00 £18.50
% change year-on-year +33.93% +51.35% -47.89%

All General Skills
North West

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 the North West.

Contract vacancies with a requirement for general skills 1,799 1,110 1,465
As % of all contract IT jobs advertised in the North West 56.64% 57.57% 53.29%
Number of daily rates quoted 1,088 671 901
10th Percentile £200 £267 £288
25th Percentile £358 £380 £400
Median daily rate (50th Percentile) £450 £486 £500
Median % change year-on-year -7.41% -2.80% -
75th Percentile £563 £584 £588
90th Percentile £638 £680 £698
England median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -2.27%
Number of hourly rates quoted 164 108 192
10th Percentile £18.08 £13.49 £12.27
25th Percentile £22.68 £19.00 £14.50
Median hourly rate £35.69 £28.75 £17.72
Median % change year-on-year +24.12% +62.25% -31.85%
75th Percentile £60.15 £49.06 £36.48
90th Percentile £78.38 £76.63 £48.90
England median hourly rate £30.00 £28.75 £27.51
% change year-on-year +4.35% +4.52% -21.41%

Analytical Skills
Job Vacancy Trend in the North West

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

Analytical Skills job vacancy trend in the North West

Analytical Skills
Daily Rate Trend in the North West

Contractor daily rate distribution trend for jobs in the North West citing Analytical Skills.

Contractor daily rate distribution trend for jobs in the North West citing Analytical Skills

Analytical Skills
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Analytical Skills in the North West over the 6 months to 17 April 2026.

Daily rate histogram for Analytical Skills in the North West

Analytical Skills
Hourly Rate Trend in the North West

Contractor hourly rate distribution trend for jobs in the North West citing Analytical Skills.

Contractor hourly rate distribution trend for jobs in the North West citing Analytical Skills

Analytical Skills
Hourly Rate Histogram in the North West

Hourly rate distribution of jobs citing Analytical Skills in the North West over the 6 months to 17 April 2026.

Hourly rate histogram for Analytical Skills in the North West

Analytical Skills
Contract Job Locations in the North West

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 North West region over the 6 months to 17 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
Manchester -7 113 £425 -15.34% 121
Cheshire -6 89 £431 -11.81% 50
Lancashire +2 33 £550 +5.26% 58
Merseyside -14 13 £330 -17.50% 22
Cumbria +11 9 £488 +5.98% 9
Analytical Skills
England

Analytical Skills
Co-Occurring Skills & Capabilities in the North West 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 20 (7.75%) Confluence
2 12 (4.65%) SAS
3 10 (3.88%) SharePoint
4 7 (2.71%) Microsoft Exchange
5 3 (1.16%) Apache
6 2 (0.78%) Apache Airflow
6 2 (0.78%) JBoss
7 1 (0.39%) Adobe Experience Manager
7 1 (0.39%) Jupyter
7 1 (0.39%) Mule
7 1 (0.39%) Mule ESB
7 1 (0.39%) Tomcat
7 1 (0.39%) WebLogic
Applications
1 18 (6.98%) Microsoft Excel
2 17 (6.59%) Microsoft Office
3 10 (3.88%) MS Visio
4 7 (2.71%) Microsoft PowerPoint
4 7 (2.71%) Microsoft Project
5 1 (0.39%) Chatbot
5 1 (0.39%) Spreadsheet
5 1 (0.39%) SPSS
Business Applications
1 15 (5.81%) SAP S/4HANA
2 4 (1.55%) Payment Gateway
3 3 (1.16%) iTrent
3 3 (1.16%) Primavera
3 3 (1.16%) SAP MM
4 2 (0.78%) Dynamics CRM
4 2 (0.78%) Oracle Applications
4 2 (0.78%) Remedy ITSM
5 1 (0.39%) Advent Geneva
5 1 (0.39%) Elite 3E
5 1 (0.39%) Maximo
5 1 (0.39%) ResourceLink
5 1 (0.39%) SAP HCM
5 1 (0.39%) SAP Payroll
Cloud Services
1 42 (16.28%) Azure
2 38 (14.73%) AWS
3 30 (11.63%) Power Platform
4 29 (11.24%) Microsoft 365
5 16 (6.20%) GCP
6 10 (3.88%) Entra ID
7 7 (2.71%) Azure DevOps
7 7 (2.71%) Dynamics 365
8 6 (2.33%) Apigee
8 6 (2.33%) Kong
8 6 (2.33%) Microsoft Copilot
9 5 (1.94%) Akamai
9 5 (1.94%) OneDrive
9 5 (1.94%) SaaS
10 4 (1.55%) Nutanix
10 4 (1.55%) OpenShift
10 4 (1.55%) Power Automate
11 3 (1.16%) Amazon EKS
11 3 (1.16%) Copilot Studio
11 3 (1.16%) PowerApps
Communications & Networking
1 19 (7.36%) Firewall
2 10 (3.88%) DNS
2 10 (3.88%) TCP/IP
3 7 (2.71%) BGP
4 6 (2.33%) HTTP
4 6 (2.33%) Software-Defined Networking
4 6 (2.33%) VLAN
4 6 (2.33%) VPN
5 5 (1.94%) DHCP
6 4 (1.55%) NetScaler
6 4 (1.55%) Network Security
6 4 (1.55%) WebEx
7 3 (1.16%) SAN
8 1 (0.39%) Kerberos
8 1 (0.39%) LAN
8 1 (0.39%) OSPF
8 1 (0.39%) SSL
8 1 (0.39%) Structured Cabling
8 1 (0.39%) WAN
8 1 (0.39%) Wi-Fi
Database & Business Intelligence
1 21 (8.14%) Power BI
2 17 (6.59%) Data Warehouse
3 11 (4.26%) SQL Server
4 8 (3.10%) Metadata
4 8 (3.10%) Tableau
5 5 (1.94%) BigQuery
5 5 (1.94%) NoSQL
5 5 (1.94%) Power Query
5 5 (1.94%) Relational Database
5 5 (1.94%) SQL Server Integration Services
6 3 (1.16%) BusinessObjects
6 3 (1.16%) Data Mining
6 3 (1.16%) Looker
6 3 (1.16%) OLTP
7 2 (0.78%) Data Lake
7 2 (0.78%) Hadoop
7 2 (0.78%) MySQL
7 2 (0.78%) Snowflake Schema
8 1 (0.39%) Amazon Redshift
8 1 (0.39%) MongoDB
Development Applications
1 31 (12.02%) JIRA
2 9 (3.49%) GitLab
3 5 (1.94%) JUnit
4 4 (1.55%) Postman
5 3 (1.16%) Git
5 3 (1.16%) Mockito
6 2 (0.78%) Zephyr
7 1 (0.39%) Cucumber
7 1 (0.39%) Eclipse
7 1 (0.39%) Gradle
7 1 (0.39%) Hudson
7 1 (0.39%) Jasmine
7 1 (0.39%) Jenkins
7 1 (0.39%) Maven
7 1 (0.39%) ScriptRunner
7 1 (0.39%) Selenium
7 1 (0.39%) Sonatype Nexus
General
1 119 (46.12%) Social Skills
2 93 (36.05%) Finance
3 28 (10.85%) Banking
4 27 (10.47%) Public Sector
5 15 (5.81%) Influencing Skills
6 12 (4.65%) Manufacturing
7 11 (4.26%) Local Government
7 11 (4.26%) Organisational Skills
8 10 (3.88%) Legal
8 10 (3.88%) Telecoms
9 8 (3.10%) Documentation Skills
10 7 (2.71%) Marketing
10 7 (2.71%) Retail Banking
11 6 (2.33%) Presentation Skills
12 4 (1.55%) Automotive
12 4 (1.55%) Law
13 3 (1.16%) Publishing
14 2 (0.78%) Environmental Health
15 1 (0.39%) Billing
15 1 (0.39%) Inclusion and Diversity
Job Titles
1 77 (29.84%) Analyst
2 34 (13.18%) Business Analyst
3 24 (9.30%) Developer
3 24 (9.30%) Senior
4 20 (7.75%) Lead
5 16 (6.20%) Project Manager
6 14 (5.43%) Platform Engineer
7 13 (5.04%) Finance Manager
7 13 (5.04%) Finance Project Manager
8 12 (4.65%) Senior Analyst
9 11 (4.26%) Architect
10 10 (3.88%) Administrator
10 10 (3.88%) Data Analyst
10 10 (3.88%) Security Engineer
11 9 (3.49%) IT Support
11 9 (3.49%) Technical Analyst
12 8 (3.10%) IT Analyst
12 8 (3.10%) Product Manager
12 8 (3.10%) Support Analyst
13 7 (2.71%) IT Support Analyst
Libraries, Frameworks & Software Standards
1 17 (6.59%) REST
2 14 (5.43%) XML
3 13 (5.04%) SOAP
3 13 (5.04%) Swagger
4 11 (4.26%) JSON
5 9 (3.49%) OpenAPI
6 8 (3.10%) OAuth
7 7 (2.71%) JWT
7 7 (2.71%) RESTful
8 5 (1.94%) HTML
9 4 (1.55%) .NET
9 4 (1.55%) Middleware
9 4 (1.55%) XMPP
10 3 (1.16%) CSS
10 3 (1.16%) Lightning Web Components
10 3 (1.16%) Spring
10 3 (1.16%) Spring Boot
10 3 (1.16%) Visualforce
10 3 (1.16%) YAML
11 2 (0.78%) Jest
Miscellaneous
1 27 (10.47%) Product Ownership
2 18 (6.98%) Analytical Mindset
3 12 (4.65%) Management Information System
3 12 (4.65%) Onboarding
4 10 (3.88%) Self-Motivation
5 7 (2.71%) Credit Risk
5 7 (2.71%) Data Centre
6 5 (1.94%) Clustering
6 5 (1.94%) Cyber Threat
6 5 (1.94%) Data Protection Act
6 5 (1.94%) Data Structures
6 5 (1.94%) Distributed Denial-of-Service
6 5 (1.94%) Distributed Systems
7 4 (1.55%) Digital Wallet
7 4 (1.55%) Legacy Systems
7 4 (1.55%) Private Cloud
7 4 (1.55%) Public Cloud
7 4 (1.55%) Replication
8 3 (1.16%) CMDB
8 3 (1.16%) Legacy Code
Operating Systems
1 35 (13.57%) Windows
2 20 (7.75%) Windows Server
3 18 (6.98%) Linux
4 12 (4.65%) Red Hat Enterprise Linux
5 11 (4.26%) Windows 10
6 4 (1.55%) Unix
6 4 (1.55%) Windows Server 2012
6 4 (1.55%) Windows Server 2019
7 3 (1.16%) Apple iOS
7 3 (1.16%) Mac OS
8 1 (0.39%) AIX
8 1 (0.39%) HPUX
8 1 (0.39%) Oracle Linux
8 1 (0.39%) Solaris
8 1 (0.39%) SUSE
Processes & Methodologies
1 154 (59.69%) Problem-Solving
2 64 (24.81%) Agile
3 58 (22.48%) Stakeholder Management
4 51 (19.77%) Stakeholder Engagement
5 41 (15.89%) Change Management
6 37 (14.34%) Workshop Facilitation
7 34 (13.18%) Project Management
8 33 (12.79%) CI/CD
8 33 (12.79%) Validation
9 32 (12.40%) Analytics
9 32 (12.40%) Migration
10 31 (12.02%) Continuous Improvement
11 30 (11.63%) Decision-Making
12 29 (11.24%) Data Modelling
13 28 (10.85%) Data Analysis
14 27 (10.47%) Computer Science
14 27 (10.47%) ERP
14 27 (10.47%) Requirements Gathering
14 27 (10.47%) Use Case
15 24 (9.30%) DevOps
Programming Languages
1 51 (19.77%) SQL
2 40 (15.50%) Python
3 23 (8.91%) PowerShell
4 11 (4.26%) Java
5 10 (3.88%) Bash
6 7 (2.71%) Perl
7 6 (2.33%) JavaScript
7 6 (2.33%) R
8 5 (1.94%) Shell Script
8 5 (1.94%) TypeScript
9 4 (1.55%) C#
9 4 (1.55%) Data Analysis Expressions
9 4 (1.55%) PL/SQL
10 3 (1.16%) Apex Code
10 3 (1.16%) ProC
10 3 (1.16%) VBA
11 2 (0.78%) CLIST
11 2 (0.78%) JCL
11 2 (0.78%) REXX
11 2 (0.78%) T-SQL
Qualifications
1 42 (16.28%) Degree
2 36 (13.95%) Security Cleared
3 29 (11.24%) SC Cleared
4 21 (8.14%) Computer Science Degree
5 15 (5.81%) BPSS Clearance
6 14 (5.43%) CISSP
7 11 (4.26%) CCNA
7 11 (4.26%) Cisco Certification
8 10 (3.88%) A+ Certification
8 10 (3.88%) CISM
8 10 (3.88%) Microsoft Certification
8 10 (3.88%) Network+ Certification
9 8 (3.10%) CCNP
10 7 (2.71%) CCDP
10 7 (2.71%) CompTIA Security+
11 5 (1.94%) AWS Certification
11 5 (1.94%) PMI Certification
11 5 (1.94%) PMP
12 3 (1.16%) CISA
12 3 (1.16%) MCSE
Quality Assurance & Compliance
1 19 (7.36%) Data Quality
2 8 (3.10%) GRC
2 8 (3.10%) ISO/IEC 27001
2 8 (3.10%) NIST
3 6 (2.33%) GDPR
3 6 (2.33%) QA
4 5 (1.94%) PSD2
4 5 (1.94%) SLA
5 4 (1.55%) PCI DSS
6 3 (1.16%) ISO 8583
6 3 (1.16%) PMO
7 2 (0.78%) Accessibility
7 2 (0.78%) CRD IV
7 2 (0.78%) FINREP
7 2 (0.78%) IFRS
7 2 (0.78%) ISO/IEC 27005
8 1 (0.39%) Actionable Recommendations
8 1 (0.39%) ISO 20022
8 1 (0.39%) NCSC
8 1 (0.39%) PERC
System Software
1 32 (12.40%) Active Directory
2 10 (3.88%) Docker
3 7 (2.71%) VMware Infrastructure
4 5 (1.94%) Virtual Desktop
5 4 (1.55%) vSphere
6 2 (0.78%) ACF2
6 2 (0.78%) RACF
6 2 (0.78%) Time Sharing Option
7 1 (0.39%) ISA Server
Systems Management
1 12 (4.65%) Kubernetes
2 9 (3.49%) Active Directory Federation Services
3 8 (3.10%) SCCM
4 7 (2.71%) Microsoft Intune
5 3 (1.16%) Fluentd
5 3 (1.16%) Prometheus
6 2 (0.78%) CA Endevor
6 2 (0.78%) HP ALM
6 2 (0.78%) Tivoli
6 2 (0.78%) Tivoli Storage Manager
7 1 (0.39%) Ansible
7 1 (0.39%) Norton AntiVirus
7 1 (0.39%) Single Sign-On
7 1 (0.39%) Terraform
Vendors
1 59 (22.87%) Microsoft
2 32 (12.40%) SAP
3 14 (5.43%) Oracle
3 14 (5.43%) ServiceNow
4 11 (4.26%) Red Hat
4 11 (4.26%) VMware
5 9 (3.49%) Workday
6 7 (2.71%) Citrix
6 7 (2.71%) Splunk
7 6 (2.33%) MuleSoft
8 5 (1.94%) Cisco
9 4 (1.55%) F5
9 4 (1.55%) Pega
9 4 (1.55%) Veeam
10 3 (1.16%) Cribl.io
10 3 (1.16%) Dynatrace
10 3 (1.16%) RedGate
10 3 (1.16%) Snow
10 3 (1.16%) SolarWinds
10 3 (1.16%) Tanium