Analytical Skills Contracts

Analytical Skills
UK

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 1 April 2025, comparing them to the same period in the previous two years.

6 months to
1 Apr 2025
Same period 2024 Same period 2023
Rank 14 21 24
Rank change year-on-year +7 +3 +6
Contract jobs citing Analytical Skills 3,167 3,470 4,495
As % of all contract jobs advertised in the UK 10.90% 7.84% 7.13%
As % of the General category 17.36% 13.47% 12.14%
Number of daily rates quoted 2,015 2,259 2,933
10th Percentile £288 £300 £292
25th Percentile £400 £413 £413
Median daily rate (50th Percentile) £525 £525 £530
Median % change year-on-year -0.10% -0.94% +0.95%
75th Percentile £626 £640 £650
90th Percentile £750 £750 £775
UK excluding London median daily rate £500 £500 £480
% change year-on-year - +4.17% +5.03%
Number of hourly rates quoted 117 222 137
10th Percentile £15.46 £11.75 £20.80
25th Percentile £20.12 £13.50 £22.50
Median hourly rate £28.00 £18.50 £40.00
Median % change year-on-year +51.35% -53.75% +23.46%
75th Percentile £55.25 £29.44 £60.55
90th Percentile £80.75 £46.18 £71.45
UK excluding London median hourly rate £24.76 £17.72 £48.65
% change year-on-year +39.73% -63.58% +58.21%

All General Skills
UK

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 common skills.

Contract vacancies with a requirement for common skills 18,238 25,765 37,031
As % of all contract IT jobs advertised in the UK 62.78% 58.21% 58.73%
Number of daily rates quoted 11,699 16,405 25,601
10th Percentile £300 £268 £313
25th Percentile £406 £413 £438
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +4.76%
75th Percentile £640 £650 £675
90th Percentile £763 £750 £775
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - +5.26%
Number of hourly rates quoted 715 1,850 1,143
10th Percentile £15.00 £12.78 £14.23
25th Percentile £19.00 £15.38 £18.13
Median hourly rate £29.07 £26.00 £35.00
Median % change year-on-year +11.81% -25.71% +62.79%
75th Percentile £58.56 £50.00 £62.50
90th Percentile £75.15 £65.00 £70.00
UK excluding London median hourly rate £27.70 £25.00 £31.00
% change year-on-year +10.80% -19.35% +72.22%

Analytical Skills
Job Vacancy Trend

Job postings citing Analytical Skills as a proportion of all IT jobs advertised.

Job vacancy trend for Analytical Skills in the UK

Analytical Skills
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Analytical Skills.

Daily rate trend for Analytical Skills in the UK

Analytical Skills
Daily Rate Histogram

Daily rate distribution for jobs citing Analytical Skills over the 6 months to 1 April 2025.

Daily rate histogram for Analytical Skills in the UK

Analytical Skills
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Analytical Skills.

Hourly rate trend for Analytical Skills in the UK

Analytical Skills
Hourly Rate Histogram

Hourly rate distribution of jobs citing Analytical Skills over the 6 months to 1 April 2025.

Hourly rate histogram for Analytical Skills in the UK

Analytical Skills
Top 17 Contract Locations

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 UK over the 6 months to 1 April 2025. 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
England +7 2,655 £525 -2.33% 8,233
London +4 1,432 £550 - 5,170
UK excluding London +6 1,396 £500 - 3,714
Work from Home +7 1,031 £525 +5.00% 3,725
South East +4 341 £540 +1.41% 1,089
North of England +5 293 £475 -4.52% 941
Scotland +8 232 £450 -6.25% 288
Midlands +6 203 £460 -12.48% 550
North West +5 185 £490 +0.51% 563
South West +2 156 £550 +2.33% 365
West Midlands +7 154 £475 -9.52% 343
East of England +10 125 £528 +17.22% 381
Yorkshire +2 88 £456 -8.75% 281
East Midlands +10 48 £414 -17.20% 200
Wales +4 30 £413 -25.00% 100
Northern Ireland -1 23 £438 +32.58% 74
North East -10 18 £440 -21.78% 103

Analytical Skills
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 139 (4.39%) Confluence
2 99 (3.13%) SharePoint
3 59 (1.86%) Apache Spark
4 37 (1.17%) Microsoft Exchange
5 23 (0.73%) Apache
6 18 (0.57%) CMS
6 18 (0.57%) SAS
7 9 (0.28%) Jupyter
8 8 (0.25%) Apache Airflow
8 8 (0.25%) GemFire
8 8 (0.25%) Oracle Coherence
8 8 (0.25%) Skype for Business
9 7 (0.22%) Drupal
9 7 (0.22%) IIS
10 6 (0.19%) WebSphere
11 5 (0.16%) Adobe Experience Manager
11 5 (0.16%) IBM Notes
12 4 (0.13%) JBoss
12 4 (0.13%) nginx
12 4 (0.13%) WordPress
Applications
1 232 (7.33%) Microsoft Excel
2 143 (4.52%) Microsoft Office
3 123 (3.88%) Microsoft PowerPoint
4 61 (1.93%) MS Visio
5 32 (1.01%) Microsoft Project
6 24 (0.76%) Trello
7 15 (0.47%) Spreadsheet
8 8 (0.25%) Sketch
9 6 (0.19%) Adobe XD
9 6 (0.19%) Oracle Smart View
10 5 (0.16%) UserZoom
11 4 (0.13%) Chatbot
12 2 (0.063%) AutoCAD
12 2 (0.063%) InVision
12 2 (0.063%) Notepad++
12 2 (0.063%) Revit
12 2 (0.063%) UXPin
13 1 (0.032%) Acrobat
13 1 (0.032%) CATIA
13 1 (0.032%) SPSS
Business Applications
1 78 (2.46%) SAP S/4HANA
2 42 (1.33%) Oracle EBS
3 20 (0.63%) Dynamics CRM
4 19 (0.60%) Oracle EBS R12
5 17 (0.54%) Maximo
6 15 (0.47%) SAP EWM
7 13 (0.41%) Remedy ITSM
8 12 (0.38%) Oracle ASCP
9 11 (0.35%) Workday HCM
10 10 (0.32%) SAP PP
10 10 (0.32%) Sparx Enterprise Architect
11 9 (0.28%) SAP HR
11 9 (0.28%) SAP Payroll
12 8 (0.25%) Oracle ERP
12 8 (0.25%) SAP CO
12 8 (0.25%) SAP ERP
12 8 (0.25%) SAP FI
12 8 (0.25%) SAP FI/CO
13 7 (0.22%) FLEXCUBE
13 7 (0.22%) SAP WM
Cloud Services
1 519 (16.39%) Azure
2 395 (12.47%) AWS
3 261 (8.24%) Power Platform
4 148 (4.67%) Microsoft 365
5 131 (4.14%) GCP
6 83 (2.62%) Azure DevOps
7 64 (2.02%) Serverless
8 58 (1.83%) Amazon S3
9 57 (1.80%) Dynamics 365
9 57 (1.80%) Entra ID
10 56 (1.77%) SaaS
11 50 (1.58%) Cloud Computing
12 43 (1.36%) Power Automate
13 42 (1.33%) Azure Data Factory
14 40 (1.26%) GitHub
15 38 (1.20%) PowerApps
16 36 (1.14%) AWS Lambda
17 32 (1.01%) SuccessFactors
18 30 (0.95%) OCI
19 29 (0.92%) Snowflake
Communications & Networking
1 115 (3.63%) Firewall
2 103 (3.25%) Network Security
3 74 (2.34%) VPN
4 56 (1.77%) DNS
5 53 (1.67%) BGP
6 43 (1.36%) OSPF
6 43 (1.36%) TCP/IP
7 38 (1.20%) WAN
8 34 (1.07%) DHCP
9 31 (0.98%) HTTP
10 30 (0.95%) EIGRP
11 29 (0.92%) LAN
12 27 (0.85%) MPLS
13 22 (0.69%) SSL
13 22 (0.69%) Wireless
14 20 (0.63%) Internet
14 20 (0.63%) VLAN
15 18 (0.57%) SD-WAN
16 17 (0.54%) Skype
16 17 (0.54%) Wireshark
Database & Business Intelligence
1 234 (7.39%) Power BI
2 128 (4.04%) Tableau
3 116 (3.66%) Data Warehouse
4 97 (3.06%) Relational Database
5 80 (2.53%) SQL Server
6 71 (2.24%) Big Data
7 64 (2.02%) MongoDB
8 59 (1.86%) PostgreSQL
9 51 (1.61%) Data Lake
10 50 (1.58%) Hadoop
11 45 (1.42%) DB2
12 35 (1.11%) NoSQL
13 32 (1.01%) Metadata
14 27 (0.85%) RDBMS
15 25 (0.79%) Amazon RDS
15 25 (0.79%) Amazon Redshift
15 25 (0.79%) Oracle Reports
16 21 (0.66%) Oracle Database
17 20 (0.63%) MySQL
17 20 (0.63%) Power Query
Development Applications
1 247 (7.80%) JIRA
2 132 (4.17%) Git
3 117 (3.69%) Jenkins
4 52 (1.64%) JUnit
5 44 (1.39%) GitLab
6 43 (1.36%) Selenium
7 23 (0.73%) ERwin
8 20 (0.63%) Cucumber
9 19 (0.60%) Bitbucket
10 15 (0.47%) JMeter
10 15 (0.47%) Maven
10 15 (0.47%) REST Assured
11 13 (0.41%) SonarQube
12 11 (0.35%) Cypress.io
13 10 (0.32%) Oracle Forms
14 9 (0.28%) Appium
14 9 (0.28%) PowerDesigner
14 9 (0.28%) Robot Framework
14 9 (0.28%) TestRail
15 8 (0.25%) MLflow
General
1 1,946 (61.45%) Social Skills
2 851 (26.87%) Finance
3 341 (10.77%) Banking
4 296 (9.35%) Public Sector
5 154 (4.86%) Marketing
6 138 (4.36%) Investment Banking
7 134 (4.23%) Organisational Skills
8 127 (4.01%) Retail
9 114 (3.60%) Legal
10 107 (3.38%) Presentation Skills
11 106 (3.35%) Manufacturing
12 98 (3.09%) Telecoms
13 89 (2.81%) Inclusion and Diversity
14 87 (2.75%) Front Office
15 74 (2.34%) Influencing Skills
16 57 (1.80%) Documentation Skills
17 47 (1.48%) Financial Institution
18 40 (1.26%) Pharmaceutical
19 33 (1.04%) Automotive
19 33 (1.04%) Military
Job Titles
1 695 (21.95%) Analyst
2 375 (11.84%) Developer
3 283 (8.94%) Senior
4 281 (8.87%) Business Analyst
5 280 (8.84%) Architect
6 213 (6.73%) Consultant
7 172 (5.43%) Lead
8 154 (4.86%) Data Analyst
9 119 (3.76%) Project Manager
10 99 (3.13%) Data Engineer
11 86 (2.72%) Java Developer
12 81 (2.56%) Solutions Architect
13 68 (2.15%) Support Engineer
14 66 (2.08%) Senior Developer
15 57 (1.80%) Network Engineer
16 54 (1.71%) Senior Analyst
17 51 (1.61%) Tester
18 50 (1.58%) Functional Consultant
19 48 (1.52%) C# Developer
19 48 (1.52%) Product Manager
Libraries, Frameworks & Software Standards
1 125 (3.95%) .NET
2 100 (3.16%) Kafka
3 85 (2.68%) HTML
4 78 (2.46%) React
5 68 (2.15%) CSS
6 56 (1.77%) Spring
7 52 (1.64%) AngularJS
8 50 (1.58%) REST
9 48 (1.52%) PySpark
10 47 (1.48%) Web Services
11 46 (1.45%) RESTful
12 43 (1.36%) Middleware
13 41 (1.29%) ASP.NET
14 37 (1.17%) FastAPI
15 33 (1.04%) Django
15 33 (1.04%) XML
16 32 (1.01%) JMS
17 31 (0.98%) TensorFlow
18 30 (0.95%) .NET Core
19 29 (0.92%) Node.js
Miscellaneous
1 157 (4.96%) Management Information System
2 152 (4.80%) Analytical Mindset
3 115 (3.63%) Product Ownership
4 102 (3.22%) Data Structures
5 99 (3.13%) Self-Motivation
6 77 (2.43%) Onboarding
7 73 (2.31%) Data Centre
8 72 (2.27%) Algorithms
9 59 (1.86%) Foreign Exchange (FX)
9 59 (1.86%) Legacy Systems
10 47 (1.48%) Data Protection Act
10 47 (1.48%) Derivative
11 45 (1.42%) Equities
12 44 (1.39%) CMDB
13 41 (1.29%) Enterprise Software
14 39 (1.23%) Security Posture
15 35 (1.11%) Cloud Native
16 33 (1.04%) Virtual Team
17 29 (0.92%) Legacy Applications
17 29 (0.92%) Public Cloud
Operating Systems
1 222 (7.01%) Windows
2 176 (5.56%) Linux
3 77 (2.43%) Unix
4 55 (1.74%) Windows 10
5 47 (1.48%) Apple iOS
6 43 (1.36%) Windows Server
7 27 (0.85%) Android
8 21 (0.66%) Red Hat Enterprise Linux
9 14 (0.44%) Mac OS
10 13 (0.41%) Mac OS X
11 12 (0.38%) Solaris
11 12 (0.38%) Windows Server 2012
12 10 (0.32%) AIX
13 7 (0.22%) Windows Server 2016
14 6 (0.19%) HPUX
15 5 (0.16%) CatOS
16 3 (0.095%) Windows 8
16 3 (0.095%) Windows Server 2003
16 3 (0.095%) Windows Server 2008
16 3 (0.095%) Windows XP
Processes & Methodologies
1 1,887 (59.58%) Problem-Solving
2 811 (25.61%) Agile
3 463 (14.62%) Project Management
4 429 (13.55%) Stakeholder Management
5 426 (13.45%) Analytics
6 368 (11.62%) Decision-Making
7 353 (11.15%) DevOps
8 339 (10.70%) Data Analysis
9 329 (10.39%) Continuous Improvement
10 314 (9.91%) Computer Science
11 299 (9.44%) Migration
12 289 (9.13%) Business Intelligence
13 281 (8.87%) CI/CD
14 270 (8.53%) ITIL
15 262 (8.27%) Data Modelling
16 239 (7.55%) Risk Management
17 218 (6.88%) Visualisation
18 213 (6.73%) Collaborative Working
19 210 (6.63%) Change Management
20 203 (6.41%) Validation
Programming Languages
1 614 (19.39%) SQL
2 555 (17.52%) Python
3 254 (8.02%) Java
4 144 (4.55%) JavaScript
5 116 (3.66%) C#
6 93 (2.94%) PowerShell
7 64 (2.02%) TypeScript
8 60 (1.89%) R
9 55 (1.74%) C++
10 50 (1.58%) Bash
11 46 (1.45%) Shell Script
12 45 (1.42%) PL/SQL
13 35 (1.11%) Scala
14 23 (0.73%) C
15 22 (0.69%) Data Analysis Expressions
16 18 (0.57%) VBA
17 16 (0.51%) Ruby
18 15 (0.47%) Perl
19 12 (0.38%) ABAP
20 10 (0.32%) T-SQL
Qualifications
1 587 (18.53%) Degree
2 459 (14.49%) Security Cleared
3 371 (11.71%) SC Cleared
4 192 (6.06%) Computer Science Degree
5 104 (3.28%) Master's Degree
6 103 (3.25%) Cisco Certification
7 81 (2.56%) PMI Certification
8 76 (2.40%) PMP
9 72 (2.27%) CISSP
10 71 (2.24%) CCNP
11 63 (1.99%) DV Cleared
12 57 (1.80%) AWS Certification
13 56 (1.77%) Microsoft Certification
14 51 (1.61%) CCNA
15 45 (1.42%) Azure Certification
15 45 (1.42%) CISM
16 43 (1.36%) ITIL Certification
17 40 (1.26%) AWS Certified Solutions Architect
18 28 (0.88%) CEH
19 27 (0.85%) ISTQB
Quality Assurance & Compliance
1 272 (8.59%) QA
2 203 (6.41%) Data Quality
3 89 (2.81%) GDPR
4 66 (2.08%) Accessibility
5 60 (1.89%) ISO/IEC 27001
6 58 (1.83%) SLA
7 54 (1.71%) NIST
8 45 (1.42%) PMO
9 27 (0.85%) PCI DSS
10 25 (0.79%) Actionable Recommendations
11 22 (0.69%) Sarbanes-Oxley
12 21 (0.66%) Disclosure Scotland
13 18 (0.57%) GRC
13 18 (0.57%) HIPAA
14 13 (0.41%) GxP
15 12 (0.38%) MiFID
16 8 (0.25%) EMIR
16 8 (0.25%) ISO 9001
17 7 (0.22%) IFRS
17 7 (0.22%) NCSC
System Software
1 135 (4.26%) Active Directory
2 123 (3.88%) Docker
3 44 (1.39%) VMware Infrastructure
4 20 (0.63%) Virtual Machines
5 19 (0.60%) VMware NSX
6 17 (0.54%) VMware ESXi
7 14 (0.44%) Hyper-V
8 11 (0.35%) Firmware
9 9 (0.28%) Virtual Desktop
10 8 (0.25%) GridGain
10 8 (0.25%) Virtual Servers
11 6 (0.19%) Oracle RAC
12 4 (0.13%) RACF
13 3 (0.095%) IAG
13 3 (0.095%) Microsoft Virtual Server
13 3 (0.095%) OpenAM
13 3 (0.095%) OpenDJ
13 3 (0.095%) OpenIDM
13 3 (0.095%) vSphere
14 2 (0.063%) Postfix
Systems Management
1 145 (4.58%) Kubernetes
2 117 (3.69%) Ansible
3 67 (2.12%) Terraform
4 45 (1.42%) Microsoft Intune
5 37 (1.17%) SCCM
6 25 (0.79%) Single Sign-On
7 23 (0.73%) Grafana
8 17 (0.54%) Puppet
8 17 (0.54%) vCenter Server
9 14 (0.44%) Oracle RMAN
10 13 (0.41%) Progress Chef
11 12 (0.38%) NetBackup
11 12 (0.38%) WSUS
12 11 (0.35%) Prometheus
13 6 (0.19%) Argo
13 6 (0.19%) Data Guard
13 6 (0.19%) FortiGate
13 6 (0.19%) Oracle Enterprise Manager
13 6 (0.19%) QRadar
14 5 (0.16%) SCOM
Vendors
1 505 (15.95%) Microsoft
2 256 (8.08%) Oracle
3 222 (7.01%) SAP
4 166 (5.24%) ServiceNow
5 111 (3.50%) Google
6 105 (3.32%) Cisco
7 91 (2.87%) Salesforce
8 70 (2.21%) Databricks
9 55 (1.74%) VMware
10 54 (1.71%) Splunk
11 50 (1.58%) IBM
12 46 (1.45%) Adobe
13 40 (1.26%) Atlassian
14 37 (1.17%) Sybase
15 31 (0.98%) Apple
16 30 (0.95%) CyberArk
16 30 (0.95%) Dell
16 30 (0.95%) Fortinet
17 29 (0.92%) Juniper
18 25 (0.79%) F5