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 6 August 2026, comparing them to the same period in the previous two years.

6 months to
6 Aug 2026
Same period 2025 Same period 2024
Rank 20 8 19
Rank change year-on-year -12 +11 +2
Contract jobs citing Analytical Skills 280 264 180
As % of all contract jobs in the North West 7.40% 12.03% 7.54%
As % of the General category 14.13% 19.92% 13.96%
Number of daily rates quoted 154 172 108
10th Percentile £286 £313 £375
25th Percentile £383 £395 £423
Median daily rate (50th Percentile) £450 £464 £493
Median % change year-on-year -3.07% -5.93% +1.44%
75th Percentile £550 £600 £564
90th Percentile £600 £702 £638
England median daily rate £500 £500 £525
% change year-on-year - -4.76% -
Number of hourly rates quoted 43 13 10
10th Percentile £24.30 £20.90 £15.65
25th Percentile £25.49 £30.00 £18.50
Median hourly rate £40.00 £35.00 £44.50
Median % change year-on-year +14.29% -21.35% -3.01%
75th Percentile £77.50 £63.40 £64.13
90th Percentile £178.75 £70.68 £71.29
England median hourly rate £38.72 £32.50 £22.50
% change year-on-year +19.14% +44.44% -48.19%

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 1,981 1,325 1,289
As % of all contract IT jobs advertised in the North West 52.37% 60.39% 54.00%
Number of daily rates quoted 1,126 848 776
10th Percentile £240 £268 £300
25th Percentile £400 £383 £406
Median daily rate (50th Percentile) £492 £469 £500
Median % change year-on-year +5.02% -6.30% -
75th Percentile £588 £575 £585
90th Percentile £661 £675 £675
England median daily rate £525 £510 £538
% change year-on-year +2.94% -5.12% -2.27%
Number of hourly rates quoted 241 111 110
10th Percentile £16.01 £12.82 -
25th Percentile £25.00 £14.55 £16.06
Median hourly rate £35.00 £28.75 £28.50
Median % change year-on-year +21.74% +0.88% +4.20%
75th Percentile £64.09 £50.00 £43.10
90th Percentile £83.75 £72.50 £57.50
England median hourly rate £33.00 £25.15 £38.12
% change year-on-year +31.21% -34.02% +30.32%

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 6 August 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 6 August 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 6 August 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 -15 145 £440 -7.37% 172
Cheshire -7 87 £462 -0.47% 72
Cumbria -3 19 £435 -3.25% 10
Merseyside -3 16 £458 -29.62% 32
Lancashire -12 15 £519 +15.37% 58
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 15 (5.36%) Confluence
2 8 (2.86%) SharePoint
3 3 (1.07%) SAS
4 2 (0.71%) Jupyter
5 1 (0.36%) Adobe Experience Manager
5 1 (0.36%) Apache
5 1 (0.36%) Apache Airflow
5 1 (0.36%) Apache Spark
5 1 (0.36%) JBoss
5 1 (0.36%) Microsoft Exchange
5 1 (0.36%) Mule
5 1 (0.36%) Mule ESB
5 1 (0.36%) NetWeaver
5 1 (0.36%) WebLogic
Applications
1 25 (8.93%) Microsoft Excel
2 24 (8.57%) Microsoft Office
3 11 (3.93%) MS Visio
4 8 (2.86%) Microsoft PowerPoint
5 4 (1.43%) Microsoft Project
6 1 (0.36%) Spreadsheet
Business Applications
1 13 (4.64%) SAP S/4HANA
2 11 (3.93%) Remedy ITSM
3 3 (1.07%) Primavera
3 3 (1.07%) SAP ERP
4 2 (0.71%) Elite 3E
4 2 (0.71%) SAP HCM
4 2 (0.71%) SAP MM
4 2 (0.71%) SAP Payroll
5 1 (0.36%) FIS Private Capital Suite
5 1 (0.36%) NetSuite
5 1 (0.36%) ResourceLink
5 1 (0.36%) SAP GRC
Cloud Services
1 45 (16.07%) Azure
2 30 (10.71%) Microsoft 365
3 29 (10.36%) Power Platform
4 25 (8.93%) AWS
5 9 (3.21%) Azure DevOps
5 9 (3.21%) GCP
6 7 (2.50%) SaaS
7 6 (2.14%) Entra ID
7 6 (2.14%) Microsoft Copilot
8 5 (1.79%) Akamai
8 5 (1.79%) GitHub
9 4 (1.43%) Dynamics 365
9 4 (1.43%) OCI
9 4 (1.43%) Snowflake
10 3 (1.07%) Azure AKS
10 3 (1.07%) OneDrive
11 2 (0.71%) Google Kubernetes Engine
11 2 (0.71%) Intacct
11 2 (0.71%) Lucidchart
11 2 (0.71%) OpenShift
Communications & Networking
1 13 (4.64%) DNS
1 13 (4.64%) Firewall
2 12 (4.29%) VPN
3 9 (3.21%) WAN
4 8 (2.86%) LAN
5 7 (2.50%) BGP
5 7 (2.50%) TCP/IP
6 5 (1.79%) Cisco Nexus
6 5 (1.79%) HTTP
6 5 (1.79%) Network Security
6 5 (1.79%) VLAN
7 4 (1.43%) OSPF
7 4 (1.43%) SAN
7 4 (1.43%) SD-WAN
8 3 (1.07%) DHCP
8 3 (1.07%) MPLS
8 3 (1.07%) Wireshark
9 2 (0.71%) BIG-IP
9 2 (0.71%) PABX
9 2 (0.71%) SNMP
Database & Business Intelligence
1 27 (9.64%) Power BI
2 16 (5.71%) Data Warehouse
2 16 (5.71%) SQL Server
3 8 (2.86%) Tableau
4 7 (2.50%) Metadata
5 5 (1.79%) Relational Database
6 4 (1.43%) DataStage
6 4 (1.43%) Db2
6 4 (1.43%) NoSQL
7 3 (1.07%) Data Mining
7 3 (1.07%) SQL Server Integration Services
8 2 (0.71%) BigQuery
8 2 (0.71%) Data Lake
8 2 (0.71%) EDRMS
8 2 (0.71%) MongoDB
8 2 (0.71%) MySQL
8 2 (0.71%) Power Query
8 2 (0.71%) SAP HANA
9 1 (0.36%) Azure SQL Data Warehouse
9 1 (0.36%) Delta Lake
Development Applications
1 23 (8.21%) JIRA
2 6 (2.14%) Git
3 5 (1.79%) Jenkins
4 4 (1.43%) Cucumber
5 3 (1.07%) GitLab
5 3 (1.07%) Ranorex
5 3 (1.07%) Sonatype Nexus
5 3 (1.07%) SpecFlow
6 2 (0.71%) Burp Suite
6 2 (0.71%) Gatling
6 2 (0.71%) Gradle
6 2 (0.71%) Hudson
6 2 (0.71%) JUnit
6 2 (0.71%) LoadRunner
6 2 (0.71%) REST Assured
6 2 (0.71%) SonarQube
6 2 (0.71%) SQL Server Management Studio (SSMS)
7 1 (0.36%) Cypress.io
7 1 (0.36%) Eclipse
7 1 (0.36%) Toad
General
1 134 (47.86%) Social Skills
2 93 (33.21%) Finance
3 29 (10.36%) Banking
4 23 (8.21%) Public Sector
5 21 (7.50%) Manufacturing
6 18 (6.43%) Organisational Skills
7 17 (6.07%) Legal
8 14 (5.00%) Influencing Skills
9 10 (3.57%) Telecoms
10 8 (2.86%) Documentation Skills
10 8 (2.86%) Presentation Skills
11 7 (2.50%) Automotive
12 6 (2.14%) Law
12 6 (2.14%) Local Government
12 6 (2.14%) Marketing
13 3 (1.07%) Investment Banking
13 3 (1.07%) Publishing
13 3 (1.07%) Retail
14 2 (0.71%) Aerospace
14 2 (0.71%) Pharmaceutical
Job Titles
1 68 (24.29%) Analyst
2 27 (9.64%) Lead
3 22 (7.86%) Business Analyst
3 22 (7.86%) Senior
4 14 (5.00%) Architect
4 14 (5.00%) Developer
4 14 (5.00%) Project Manager
5 12 (4.29%) Administrator
5 12 (4.29%) Data Analyst
6 11 (3.93%) Consultant
6 11 (3.93%) Network Engineer
6 11 (3.93%) Security Engineer
7 10 (3.57%) IT Support
7 10 (3.57%) Service Analyst
8 8 (2.86%) Senior Manager
8 8 (2.86%) Support Analyst
9 7 (2.50%) Data Engineer
9 7 (2.50%) Finance Manager
9 7 (2.50%) IT Analyst
9 7 (2.50%) Technical Administrator
Libraries, Frameworks & Software Standards
1 8 (2.86%) REST
2 6 (2.14%) JSON
3 4 (1.43%) PySpark
3 4 (1.43%) XML
4 3 (1.07%) Gherkin
4 3 (1.07%) Kafka
4 3 (1.07%) Node.js
4 3 (1.07%) Playwright
4 3 (1.07%) RESTful
4 3 (1.07%) SailPoint
5 2 (0.71%) OAuth
5 2 (0.71%) ODBC
5 2 (0.71%) Pandas
5 2 (0.71%) PyTorch
5 2 (0.71%) Quarkus
5 2 (0.71%) React
5 2 (0.71%) Spring
5 2 (0.71%) Spring Boot
6 1 (0.36%) AngularJS
6 1 (0.36%) scikit-learn
Miscellaneous
1 30 (10.71%) Analytical Mindset
2 18 (6.43%) Management Information System
3 17 (6.07%) Onboarding
4 11 (3.93%) Self-Motivation
5 10 (3.57%) Product Ownership
6 9 (3.21%) Cyber Threat
6 9 (3.21%) Data Centre
7 7 (2.50%) Distributed Systems
7 7 (2.50%) Legacy Systems
8 6 (2.14%) Data Protection Act
8 6 (2.14%) Enterprise Software
9 5 (1.79%) Distributed Denial-of-Service
9 5 (1.79%) Virtual Team
10 4 (1.43%) Cloud Native
10 4 (1.43%) Data Structures
10 4 (1.43%) Operational Technology
10 4 (1.43%) PKI
10 4 (1.43%) Security Posture
11 3 (1.07%) Credit Risk
11 3 (1.07%) Replication
Operating Systems
1 33 (11.79%) Windows
2 10 (3.57%) Linux
3 9 (3.21%) Windows 10
4 8 (2.86%) Mac OS
4 8 (2.86%) Unix
5 6 (2.14%) Windows Server
6 5 (1.79%) Apple iOS
7 2 (0.71%) AIX
7 2 (0.71%) HPUX
7 2 (0.71%) Oracle Linux
7 2 (0.71%) Red Hat Enterprise Linux
7 2 (0.71%) Solaris
7 2 (0.71%) SUSE
8 1 (0.36%) VMS
Processes & Methodologies
1 145 (51.79%) Problem-Solving
2 66 (23.57%) Stakeholder Management
3 53 (18.93%) Continuous Improvement
4 48 (17.14%) Agile
5 40 (14.29%) Change Management
5 40 (14.29%) ITIL
6 39 (13.93%) Stakeholder Engagement
7 38 (13.57%) Migration
8 37 (13.21%) Analytics
8 37 (13.21%) Project Management
9 35 (12.50%) Decision-Making
10 31 (11.07%) ERP
11 30 (10.71%) AI
11 30 (10.71%) Data Modelling
11 30 (10.71%) Validation
11 30 (10.71%) Workshop Facilitation
12 28 (10.00%) CI/CD
12 28 (10.00%) Data Analysis
13 27 (9.64%) Business Intelligence
14 25 (8.93%) Roadmaps
Programming Languages
1 45 (16.07%) SQL
2 40 (14.29%) Python
3 17 (6.07%) PowerShell
4 5 (1.79%) Java
4 5 (1.79%) PL/SQL
4 5 (1.79%) Shell Script
4 5 (1.79%) T-SQL
5 4 (1.43%) C#
6 3 (1.07%) Bash
6 3 (1.07%) Data Analysis Expressions
7 2 (0.71%) ABAP
7 2 (0.71%) JavaScript
7 2 (0.71%) Search Processing Language
8 1 (0.36%) Ada
8 1 (0.36%) Bicep
8 1 (0.36%) C
8 1 (0.36%) C++
8 1 (0.36%) Korn
8 1 (0.36%) MATLAB
8 1 (0.36%) VBA
Qualifications
1 43 (15.36%) Degree
2 35 (12.50%) Security Cleared
3 29 (10.36%) SC Cleared
4 14 (5.00%) CISSP
5 13 (4.64%) Microsoft Certification
6 10 (3.57%) A+ Certification
6 10 (3.57%) BPSS Clearance
6 10 (3.57%) Cisco Certification
6 10 (3.57%) Network+ Certification
7 8 (2.86%) AWS Certification
7 8 (2.86%) Computer Science Degree
8 7 (2.50%) CompTIA Security+
9 6 (2.14%) CCNA
10 5 (1.79%) CCNP
10 5 (1.79%) CISM
10 5 (1.79%) ITIL Certification
10 5 (1.79%) ITIL Foundation Certificate
11 4 (1.43%) Azure Certification
11 4 (1.43%) CEH
11 4 (1.43%) MCSE
Quality Assurance & Compliance
1 34 (12.14%) Data Quality
2 13 (4.64%) GRC
3 12 (4.29%) SLA
4 9 (3.21%) QA
5 7 (2.50%) NIST
6 6 (2.14%) GDPR
7 5 (1.79%) ISO/IEC 27001
8 4 (1.43%) PMO
8 4 (1.43%) Sarbanes-Oxley
9 3 (1.07%) NCSC
10 2 (0.71%) Actionable Recommendations
10 2 (0.71%) ISO/IEC 27005
11 1 (0.36%) Accessibility
11 1 (0.36%) Def Stans
11 1 (0.36%) DO-178B
11 1 (0.36%) GAAP
11 1 (0.36%) MISRA
11 1 (0.36%) PCI DSS
System Software
1 23 (8.21%) Active Directory
2 5 (1.79%) Docker
2 5 (1.79%) VMware Infrastructure
3 4 (1.43%) VMware NSX
4 3 (1.07%) Firmware
5 2 (0.71%) Oracle RAC
6 1 (0.36%) Virtual Desktop
6 1 (0.36%) vSphere
Systems Management
1 12 (4.29%) Ansible
2 8 (2.86%) Terraform
3 7 (2.50%) Kubernetes
4 4 (1.43%) Single Sign-On
5 3 (1.07%) McAfee ePO
5 3 (1.07%) SCCM
6 2 (0.71%) Data Guard
6 2 (0.71%) Grafana
6 2 (0.71%) Istio
6 2 (0.71%) Microsoft Intune
6 2 (0.71%) Progress Chef
6 2 (0.71%) WMI
7 1 (0.36%) CASB
7 1 (0.36%) HP ALM
7 1 (0.36%) Nagios
7 1 (0.36%) Puppet
Vendors
1 62 (22.14%) Microsoft
2 31 (11.07%) SAP
2 31 (11.07%) ServiceNow
3 17 (6.07%) Oracle
4 14 (5.00%) Splunk
5 11 (3.93%) Remedy
6 10 (3.57%) Cisco
7 8 (2.86%) Databricks
8 6 (2.14%) BeyondTrust
8 6 (2.14%) CrowdStrike
8 6 (2.14%) Teradata
8 6 (2.14%) VMware
9 5 (1.79%) Dynatrace
9 5 (1.79%) F5
9 5 (1.79%) Google
9 5 (1.79%) HP
9 5 (1.79%) IBM
10 4 (1.43%) Arista
10 4 (1.43%) Atlassian
10 4 (1.43%) CyberArk