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 30 September 2026, comparing them to the same period in the previous two years.

6 months to
30 Sep 2026
Same period 2025 Same period 2024
Rank 21 11 12
Rank change year-on-year -10 +1 +11
Contract jobs citing Analytical Skills 288 242 230
As % of all contract jobs in the North West 7.34% 11.19% 9.76%
As % of the General category 14.36% 18.21% 17.10%
Number of daily rates quoted 150 156 123
10th Percentile £297 £285 £294
25th Percentile £365 £358 £356
Median daily rate (50th Percentile) £461 £450 £463
Median % change year-on-year +2.39% -2.70% -4.84%
75th Percentile £575 £537 £542
90th Percentile £652 £650 £587
England median daily rate £500 £500 £515
% change year-on-year - -2.91% -4.19%
Number of hourly rates quoted 38 18 8
10th Percentile £22.33 £24.53 £15.92
25th Percentile £25.49 £27.80 £23.67
Median hourly rate £40.00 £30.80 £44.50
Median % change year-on-year +29.87% -30.79% -3.01%
75th Percentile £76.50 £40.33 £57.38
90th Percentile £116.45 £63.40 £75.15
England median hourly rate £30.00 £32.50 £25.00
% change year-on-year -7.69% +30.00% -44.44%

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 2,005 1,329 1,345
As % of all contract IT jobs advertised in the North West 51.07% 61.44% 57.06%
Number of daily rates quoted 1,121 866 740
10th Percentile £230 £268 £292
25th Percentile £400 £376 £400
Median daily rate (50th Percentile) £500 £455 £490
Median % change year-on-year +9.89% -7.14% -2.00%
75th Percentile £598 £575 £575
90th Percentile £680 £683 £675
England median daily rate £525 £500 £534
% change year-on-year +5.00% -6.28% -3.00%
Number of hourly rates quoted 261 107 79
10th Percentile £14.06 £12.82 £16.00
25th Percentile £21.00 £15.34 £18.02
Median hourly rate £35.00 £24.50 £35.00
Median % change year-on-year +42.86% -30.00% +59.09%
75th Percentile £55.00 £48.56 £46.84
90th Percentile £77.50 £65.00 £63.00
England median hourly rate £29.96 £25.15 £37.50
% change year-on-year +19.13% -32.93% +27.12%

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 30 September 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 30 September 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 30 September 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 -9 140 £440 -2.22% 375
Cheshire -8 86 £474 +5.63% 96
Lancashire -12 29 £581 +29.11% 57
Cumbria -19 18 £420 -6.67% 15
Merseyside -2 15 £550 -15.38% 75
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 10 (3.47%) Confluence
2 5 (1.74%) SharePoint
3 4 (1.39%) SAS
4 2 (0.69%) Apache Airflow
5 1 (0.35%) Adobe Experience Manager
5 1 (0.35%) Apache
5 1 (0.35%) Apache Spark
5 1 (0.35%) JBoss
5 1 (0.35%) Jupyter
5 1 (0.35%) Mule
5 1 (0.35%) Mule ESB
5 1 (0.35%) NetWeaver
5 1 (0.35%) WebLogic
Applications
1 26 (9.03%) Microsoft Office
2 22 (7.64%) Microsoft Excel
3 12 (4.17%) MS Visio
4 7 (2.43%) Microsoft PowerPoint
5 1 (0.35%) Chatbot
5 1 (0.35%) Microsoft Project
Business Applications
1 11 (3.82%) Remedy ITSM
2 6 (2.08%) SAP S/4HANA
3 4 (1.39%) SAP ERP
4 3 (1.04%) Workday HCM
5 2 (0.69%) Primavera
5 2 (0.69%) SAP HCM
5 2 (0.69%) SAP Payroll
6 1 (0.35%) Cloudability
6 1 (0.35%) Elite 3E
6 1 (0.35%) FIS Private Capital Suite
6 1 (0.35%) NetSuite
6 1 (0.35%) SAP GRC
6 1 (0.35%) SAP MM
Cloud Services
1 43 (14.93%) Azure
2 31 (10.76%) Power Platform
3 27 (9.38%) Microsoft 365
4 26 (9.03%) AWS
5 12 (4.17%) Entra ID
6 10 (3.47%) Azure DevOps
7 7 (2.43%) GCP
7 7 (2.43%) SaaS
8 5 (1.74%) GitHub
8 5 (1.74%) IBM Blueworks
9 4 (1.39%) Dynamics 365
9 4 (1.39%) Power Automate
9 4 (1.39%) PowerApps
9 4 (1.39%) Snowflake
10 3 (1.04%) Azure Sentinel
10 3 (1.04%) dbt
10 3 (1.04%) OCI
11 2 (0.69%) Azure Synapse Analytics
11 2 (0.69%) GitHub Actions
11 2 (0.69%) Google Kubernetes Engine
Communications & Networking
1 21 (7.29%) Firewall
2 20 (6.94%) VPN
3 14 (4.86%) WAN
4 13 (4.51%) Network Security
5 10 (3.47%) LAN
6 9 (3.13%) DNS
7 7 (2.43%) BGP
7 7 (2.43%) SD-WAN
8 5 (1.74%) Cisco Nexus
8 5 (1.74%) SNMP
8 5 (1.74%) VLAN
8 5 (1.74%) Wireless
9 4 (1.39%) OSPF
9 4 (1.39%) TCP/IP
10 3 (1.04%) DHCP
10 3 (1.04%) DMZ
10 3 (1.04%) MPLS
10 3 (1.04%) SAN
10 3 (1.04%) VoIP
10 3 (1.04%) Wi-Fi
Database & Business Intelligence
1 25 (8.68%) Power BI
2 14 (4.86%) Data Warehouse
3 9 (3.13%) SQL Server
4 8 (2.78%) Metadata
4 8 (2.78%) Relational Database
5 7 (2.43%) Tableau
6 6 (2.08%) DataStage
6 6 (2.08%) Db2
7 4 (1.39%) NoSQL
8 2 (0.69%) BigQuery
8 2 (0.69%) Data Lake
8 2 (0.69%) EDRMS
8 2 (0.69%) Power Query
8 2 (0.69%) SAP HANA
9 1 (0.35%) Amazon Redshift
9 1 (0.35%) Delta Lake
9 1 (0.35%) Flink
9 1 (0.35%) Looker
9 1 (0.35%) Parquet
9 1 (0.35%) Spark SQL
Development Applications
1 16 (5.56%) JIRA
2 8 (2.78%) Jenkins
3 7 (2.43%) Git
4 6 (2.08%) GitLab
5 4 (1.39%) Cucumber
6 3 (1.04%) Ranorex
6 3 (1.04%) SonarQube
6 3 (1.04%) Sonatype Nexus
6 3 (1.04%) SpecFlow
7 2 (0.69%) Burp Suite
7 2 (0.69%) Gatling
7 2 (0.69%) Gradle
7 2 (0.69%) JUnit
7 2 (0.69%) LoadRunner
7 2 (0.69%) MSTest
7 2 (0.69%) NUnit
7 2 (0.69%) REST Assured
7 2 (0.69%) SQL Server Management Studio (SSMS)
8 1 (0.35%) Eclipse
8 1 (0.35%) Toad
General
1 151 (52.43%) Social Skills
2 83 (28.82%) Finance
3 35 (12.15%) Banking
4 25 (8.68%) Manufacturing
5 16 (5.56%) Legal
5 16 (5.56%) Public Sector
6 13 (4.51%) Organisational Skills
7 10 (3.47%) Telecoms
8 9 (3.13%) Influencing Skills
9 8 (2.78%) Documentation Skills
9 8 (2.78%) Marketing
10 7 (2.43%) Law
10 7 (2.43%) Presentation Skills
11 5 (1.74%) Aerospace
11 5 (1.74%) Automotive
12 3 (1.04%) Billing
12 3 (1.04%) Investment Banking
12 3 (1.04%) Pharmaceutical
12 3 (1.04%) Retail
13 2 (0.69%) Local Government
Job Titles
1 62 (21.53%) Analyst
2 23 (7.99%) Lead
3 22 (7.64%) Consultant
4 20 (6.94%) Business Analyst
4 20 (6.94%) Developer
5 16 (5.56%) Network Engineer
6 15 (5.21%) Architect
7 14 (4.86%) Administrator
8 13 (4.51%) Data Analyst
9 12 (4.17%) IT Support
9 12 (4.17%) Senior
10 11 (3.82%) Security Engineer
11 10 (3.47%) Support Engineer
12 9 (3.13%) Data Engineer
12 9 (3.13%) Management Consultant
12 9 (3.13%) Service Analyst
13 8 (2.78%) IT Engineer
13 8 (2.78%) Support Analyst
13 8 (2.78%) Vulnerability Consultant
13 8 (2.78%) Vulnerability Management Consultant
Libraries, Frameworks & Software Standards
1 12 (4.17%) Terraform
2 10 (3.47%) REST
3 7 (2.43%) JSON
4 6 (2.08%) OAuth
5 5 (1.74%) PySpark
6 4 (1.39%) XML
7 3 (1.04%) Gherkin
7 3 (1.04%) HTML
7 3 (1.04%) Kafka
7 3 (1.04%) Node.js
7 3 (1.04%) Playwright
7 3 (1.04%) RESTful
7 3 (1.04%) SailPoint
7 3 (1.04%) Spring
7 3 (1.04%) Spring Boot
8 2 (0.69%) OAuth2
8 2 (0.69%) ODBC
8 2 (0.69%) PyTorch
8 2 (0.69%) Quarkus
8 2 (0.69%) React
Miscellaneous
1 22 (7.64%) Analytical Mindset
1 22 (7.64%) Onboarding
2 15 (5.21%) Management Information System
3 12 (4.17%) Product Ownership
4 11 (3.82%) Cyber Threat
4 11 (3.82%) Self-Motivation
5 9 (3.13%) Data Centre
5 9 (3.13%) Enterprise Software
6 7 (2.43%) Data Protection Act
6 7 (2.43%) Distributed Systems
6 7 (2.43%) Legacy Systems
7 6 (2.08%) Cloud Native
8 5 (1.74%) Security Posture
9 4 (1.39%) Credit Risk
9 4 (1.39%) Driving Licence
9 4 (1.39%) PKI
9 4 (1.39%) Virtual Team
10 3 (1.04%) Client/Server
10 3 (1.04%) Data Structures
10 3 (1.04%) Hybrid Cloud
Operating Systems
1 38 (13.19%) Windows
2 12 (4.17%) Linux
3 9 (3.13%) Mac OS
3 9 (3.13%) Unix
4 8 (2.78%) Windows 10
5 6 (2.08%) Windows Server
6 5 (1.74%) Apple iOS
7 2 (0.69%) AIX
7 2 (0.69%) HPUX
7 2 (0.69%) Oracle Linux
7 2 (0.69%) Red Hat Enterprise Linux
7 2 (0.69%) Solaris
7 2 (0.69%) SUSE
8 1 (0.35%) VMS
Processes & Methodologies
1 148 (51.39%) Problem-Solving
2 87 (30.21%) Stakeholder Management
3 61 (21.18%) Continuous Improvement
4 47 (16.32%) Agile
5 44 (15.28%) ITIL
6 42 (14.58%) Analytics
6 42 (14.58%) Validation
7 41 (14.24%) Change Management
8 33 (11.46%) Decision-Making
9 32 (11.11%) Migration
10 31 (10.76%) Project Management
11 30 (10.42%) CI/CD
12 29 (10.07%) AI
13 28 (9.72%) Cybersecurity
13 28 (9.72%) Data Modelling
13 28 (9.72%) Service Management
14 27 (9.38%) Data Analysis
15 26 (9.03%) Business Intelligence
15 26 (9.03%) ERP
15 26 (9.03%) Roadmaps
Programming Languages
1 50 (17.36%) Python
2 47 (16.32%) SQL
3 23 (7.99%) PowerShell
4 9 (3.13%) Java
5 7 (2.43%) Bash
5 7 (2.43%) PL/SQL
6 6 (2.08%) C#
6 6 (2.08%) Search Processing Language
6 6 (2.08%) Shell Script
7 5 (1.74%) JavaScript
8 4 (1.39%) T-SQL
9 3 (1.04%) Kusto Query Language
10 2 (0.69%) ABAP
10 2 (0.69%) TypeScript
11 1 (0.35%) Ada
11 1 (0.35%) C
11 1 (0.35%) C++
11 1 (0.35%) MATLAB
11 1 (0.35%) Perl
11 1 (0.35%) VBScript
Qualifications
1 47 (16.32%) Security Cleared
2 39 (13.54%) Degree
3 38 (13.19%) SC Cleared
4 18 (6.25%) CISSP
5 13 (4.51%) BPSS Clearance
6 12 (4.17%) Cisco Certification
7 11 (3.82%) Microsoft Certification
8 9 (3.13%) AWS Certification
9 8 (2.78%) A+ Certification
9 8 (2.78%) CCNP
9 8 (2.78%) Network+ Certification
10 7 (2.43%) Computer Science Degree
11 6 (2.08%) ACCA
11 6 (2.08%) CIMA
11 6 (2.08%) CompTIA Security+
11 6 (2.08%) ITIL Foundation Certificate
12 5 (1.74%) CCIE
12 5 (1.74%) CCNA
12 5 (1.74%) GCIH
13 4 (1.39%) CISM
Quality Assurance & Compliance
1 36 (12.50%) Data Quality
2 17 (5.90%) SLA
3 9 (3.13%) NIST
4 8 (2.78%) GRC
4 8 (2.78%) PCI DSS
4 8 (2.78%) QA
5 7 (2.43%) ISO/IEC 27001
6 6 (2.08%) GDPR
6 6 (2.08%) Sarbanes-Oxley
7 3 (1.04%) Accessibility
7 3 (1.04%) PMO
8 2 (0.69%) Actionable Recommendations
8 2 (0.69%) NCSC
9 1 (0.35%) Cyber Essentials
9 1 (0.35%) Def Stans
9 1 (0.35%) DO-178B
9 1 (0.35%) GAAP
9 1 (0.35%) MISRA
System Software
1 28 (9.72%) Active Directory
2 7 (2.43%) VMware Infrastructure
3 5 (1.74%) Docker
3 5 (1.74%) VMware NSX
4 3 (1.04%) Firmware
5 2 (0.69%) Oracle RAC
5 2 (0.69%) Virtual Desktop
6 1 (0.35%) vSphere
Systems Management
1 17 (5.90%) Ansible
2 8 (2.78%) Kubernetes
2 8 (2.78%) Progress Chef
3 4 (1.39%) Single Sign-On
4 3 (1.04%) CASB
4 3 (1.04%) McAfee ePO
4 3 (1.04%) SCCM
5 2 (0.69%) Data Guard
5 2 (0.69%) Grafana
5 2 (0.69%) Istio
5 2 (0.69%) WMI
6 1 (0.35%) Microsoft Intune
6 1 (0.35%) Nagios
6 1 (0.35%) Puppet
Vendors
1 73 (25.35%) Microsoft
2 30 (10.42%) ServiceNow
3 24 (8.33%) SAP
4 22 (7.64%) Splunk
5 16 (5.56%) Oracle
6 11 (3.82%) Cisco
6 11 (3.82%) Remedy
7 9 (3.13%) Teradata
8 8 (2.78%) VMware
9 7 (2.43%) Databricks
9 7 (2.43%) IBM
10 6 (2.08%) BeyondTrust
10 6 (2.08%) CrowdStrike
10 6 (2.08%) F5
10 6 (2.08%) Google
11 5 (1.74%) Dynatrace
12 4 (1.39%) AlgoSec
12 4 (1.39%) Arista
12 4 (1.39%) CyberArk
12 4 (1.39%) Palo Alto