Analytical Skills Contract Job Trends in London

Analytical Skills
England > London

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies in London. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Skills over the 6 months leading up to 9 April 2026, comparing them to the same period in the previous two years.

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 21 15 19
Rank change year-on-year -6 +4 +5
Contract jobs citing Analytical Skills 1,700 1,455 1,484
As % of all contract jobs in London 9.83% 11.49% 8.25%
As % of the General category 15.97% 17.14% 13.05%
Number of daily rates quoted 1,054 913 1,020
10th Percentile £350 £308 £325
25th Percentile £415 £413 £440
Median daily rate (50th Percentile) £519 £550 £550
Median % change year-on-year -5.68% - -4.35%
75th Percentile £638 £708 £700
90th Percentile £775 £825 £850
England median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -
Number of hourly rates quoted 37 37 51
10th Percentile £22.75 £17.98 £12.50
25th Percentile £26.52 £26.25 £16.80
Median hourly rate £37.50 £39.50 £23.50
Median % change year-on-year -5.06% +68.09% -26.38%
75th Percentile £47.50 £55.25 £39.88
90th Percentile £53.79 £70.00 £55.00
England median hourly rate £35.55 £28.00 £19.00
% change year-on-year +26.96% +47.37% -46.48%

All General Skills
London

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 London.

Contract vacancies with a requirement for general skills 10,644 8,491 11,371
As % of all contract IT jobs advertised in London 61.53% 67.03% 63.23%
Number of daily rates quoted 6,947 5,735 8,094
10th Percentile £347 £334 £331
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £575 £575
Median % change year-on-year -8.70% - -4.17%
75th Percentile £663 £706 £700
90th Percentile £788 £825 £800
England median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -2.27%
Number of hourly rates quoted 181 139 251
10th Percentile £17.50 £16.57 £15.50
25th Percentile £21.33 £24.66 £18.25
Median hourly rate £35.00 £35.00 £30.00
Median % change year-on-year - +16.67% -7.69%
75th Percentile £47.75 £53.75 £48.92
90th Percentile £70.00 £67.75 £69.50
England median hourly rate £27.50 £29.04 £27.50
% change year-on-year -5.29% +5.58% -21.43%

Analytical Skills
Job Vacancy Trend in London

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

Analytical Skills job vacancy trend in London

Analytical Skills
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing Analytical Skills.

Contractor daily rate distribution trend for jobs in London citing Analytical Skills

Analytical Skills
Daily Rate Histogram in London

Daily rate distribution for jobs citing Analytical Skills in London over the 6 months to 9 April 2026.

Daily rate histogram for Analytical Skills in London

Analytical Skills
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing Analytical Skills.

Contractor hourly rate distribution trend for jobs in London citing Analytical Skills

Analytical Skills
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Analytical Skills in London over the 6 months to 9 April 2026.

Hourly rate histogram for Analytical Skills in London

Analytical Skills
Contract Job Locations in London

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 London region over the 6 months to 9 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
Central London -4 250 £525 -1.91% 251
West London -8 44 £500 +25.00% 50
South London -5 35 £500 -14.38% 12
East London +5 11 £400 -6.16% 26
Analytical Skills
England

Analytical Skills
Co-Occurring Skills & Capabilities in London 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 87 (5.12%) Confluence
2 28 (1.65%) SharePoint
3 26 (1.53%) Apache Spark
4 23 (1.35%) Apache Airflow
5 16 (0.94%) Apache
6 15 (0.88%) Microsoft Exchange
7 14 (0.82%) CMS
8 8 (0.47%) Jupyter
9 6 (0.35%) SAS
10 4 (0.24%) ArcGIS
11 3 (0.18%) IIS
11 3 (0.18%) Oracle Workflow
12 2 (0.12%) Adobe Experience Manager
12 2 (0.12%) Camunda
12 2 (0.12%) Oracle SOA Suite
12 2 (0.12%) Oracle Spatial
12 2 (0.12%) WebSphere
13 1 (0.059%) GeoServer
13 1 (0.059%) Palantir Foundry
13 1 (0.059%) Traefik
Applications
1 172 (10.12%) Microsoft Excel
2 57 (3.35%) Microsoft PowerPoint
3 53 (3.12%) Microsoft Office
4 49 (2.88%) MS Visio
5 32 (1.88%) Microsoft Project
6 11 (0.65%) Spreadsheet
7 8 (0.47%) Chatbot
8 4 (0.24%) Trello
9 3 (0.18%) Adobe Illustrator
10 2 (0.12%) Autodesk Smoke
11 1 (0.059%) Notion
11 1 (0.059%) Sketch
Business Applications
1 19 (1.12%) SAP S/4HANA
2 13 (0.76%) Dynamics CRM
2 13 (0.76%) NetSuite
3 10 (0.59%) Oracle EBS
3 10 (0.59%) Oracle Financials
3 10 (0.59%) Oracle Payables
4 9 (0.53%) Shopify
5 8 (0.47%) Workday HCM
6 7 (0.41%) Fidessa
6 7 (0.41%) Oracle Procure-to-Pay
6 7 (0.41%) Payment Gateway
6 7 (0.41%) Salesforce CRM
6 7 (0.41%) Summit
7 6 (0.35%) Aladdin
8 5 (0.29%) BASE24
8 5 (0.29%) Loan IQ
8 5 (0.29%) Oracle EBS R12
8 5 (0.29%) Remedy ITSM
9 4 (0.24%) Oracle General Ledger
9 4 (0.24%) SimCorp Dimension
Cloud Services
1 335 (19.71%) Azure
2 246 (14.47%) AWS
3 209 (12.29%) Power Platform
4 92 (5.41%) GCP
5 90 (5.29%) SaaS
6 76 (4.47%) Azure DevOps
7 63 (3.71%) Microsoft 365
8 53 (3.12%) GitHub
9 51 (3.00%) Serverless
10 44 (2.59%) IaaS
11 43 (2.53%) Amazon S3
11 43 (2.53%) Azure Data Factory
12 41 (2.41%) Snowflake
13 39 (2.29%) AWS Lambda
14 36 (2.12%) Entra ID
15 30 (1.76%) dbt
16 27 (1.59%) Dynamics 365
17 24 (1.41%) PaaS
18 23 (1.35%) Amazon CloudWatch
18 23 (1.35%) Azure Synapse Analytics
Communications & Networking
1 45 (2.65%) Firewall
2 30 (1.76%) Network Security
3 28 (1.65%) DNS
4 19 (1.12%) VPN
5 18 (1.06%) WAN
6 17 (1.00%) DHCP
7 15 (0.88%) SAN
8 11 (0.65%) SD-WAN
9 10 (0.59%) HTTP
9 10 (0.59%) TCP/IP
9 10 (0.59%) VLAN
9 10 (0.59%) Wi-Fi
10 9 (0.53%) LAN
11 8 (0.47%) Internet
12 7 (0.41%) BGP
13 6 (0.35%) Cisco IOS
13 6 (0.35%) IOS XR
13 6 (0.35%) NAS
13 6 (0.35%) OSPF
13 6 (0.35%) SMS
Database & Business Intelligence
1 190 (11.18%) Power BI
2 91 (5.35%) Data Warehouse
3 83 (4.88%) Tableau
4 65 (3.82%) SQL Server
5 59 (3.47%) Metadata
6 40 (2.35%) Relational Database
7 29 (1.71%) Data Lake
8 28 (1.65%) Snowflake Schema
9 23 (1.35%) BigQuery
9 23 (1.35%) PostgreSQL
10 22 (1.29%) NoSQL
11 21 (1.24%) Big Data
12 17 (1.00%) Oracle Reports
12 17 (1.00%) SQL Server Integration Services
13 16 (0.94%) Amazon RDS
13 16 (0.94%) Power Query
13 16 (0.94%) Star Schema
14 14 (0.82%) Amazon Redshift
15 13 (0.76%) Amazon Athena
15 13 (0.76%) Looker
Development Applications
1 170 (10.00%) JIRA
2 65 (3.82%) Git
3 22 (1.29%) Jenkins
4 20 (1.18%) Selenium
5 14 (0.82%) GitLab
6 12 (0.71%) Cucumber
7 11 (0.65%) JUnit
7 11 (0.65%) MLflow
8 10 (0.59%) Postman
8 10 (0.59%) REST Assured
9 8 (0.47%) Appium
9 8 (0.47%) ERwin
10 7 (0.41%) Browser DevTools
10 7 (0.41%) Cypress.io
11 6 (0.35%) Chocolatey
11 6 (0.35%) JMeter
11 6 (0.35%) PowerDesigner
12 5 (0.29%) Bitbucket
12 5 (0.29%) Oracle Forms
12 5 (0.29%) SonarQube
General
1 804 (47.29%) Social Skills
2 624 (36.71%) Finance
3 235 (13.82%) Banking
4 145 (8.53%) Public Sector
5 107 (6.29%) Marketing
6 80 (4.71%) Documentation Skills
7 79 (4.65%) Legal
8 67 (3.94%) Front Office
8 67 (3.94%) Presentation Skills
9 56 (3.29%) Investment Banking
10 52 (3.06%) Organisational Skills
11 49 (2.88%) Retail
12 47 (2.76%) Financial Institution
13 46 (2.71%) Influencing Skills
14 37 (2.18%) Telecoms
15 36 (2.12%) Inclusion and Diversity
16 29 (1.71%) Back Office
17 23 (1.35%) Publishing
18 20 (1.18%) Law
19 14 (0.82%) Pharmaceutical
Job Titles
1 440 (25.88%) Analyst
2 240 (14.12%) Business Analyst
3 181 (10.65%) Senior
4 152 (8.94%) Developer
5 132 (7.76%) Architect
6 109 (6.41%) Lead
7 94 (5.53%) Consultant
7 94 (5.53%) Data Analyst
8 89 (5.24%) Data Engineer
9 62 (3.65%) Project Manager
10 57 (3.35%) Senior Analyst
11 55 (3.24%) Data Scientist
12 41 (2.41%) Solutions Architect
13 38 (2.24%) Senior Business Analyst
14 29 (1.71%) Product Manager
14 29 (1.71%) Senior Developer
15 26 (1.53%) Security Analyst
16 25 (1.47%) Financial Analyst
17 24 (1.41%) Quantitative Developer
17 24 (1.41%) Technical Analyst
Libraries, Frameworks & Software Standards
1 93 (5.47%) REST
2 54 (3.18%) JSON
3 49 (2.88%) Kafka
4 45 (2.65%) .NET
4 45 (2.65%) Pandas
5 40 (2.35%) Middleware
6 37 (2.18%) scikit-learn
7 32 (1.88%) NumPy
8 31 (1.82%) XML
9 30 (1.76%) RESTful
10 27 (1.59%) SOAP
11 25 (1.47%) Node.js
12 23 (1.35%) HTML
12 23 (1.35%) PySpark
13 22 (1.29%) AngularJS
13 22 (1.29%) CSS
13 22 (1.29%) PyTorch
14 21 (1.24%) Web Services
15 20 (1.18%) OAuth
15 20 (1.18%) Oracle Fusion
Miscellaneous
1 155 (9.12%) Analytical Mindset
2 89 (5.24%) Product Ownership
3 86 (5.06%) Self-Motivation
4 68 (4.00%) Data Structures
5 60 (3.53%) Onboarding
6 42 (2.47%) Algorithms
7 38 (2.24%) Management Information System
8 37 (2.18%) Fixed Income
9 36 (2.12%) Derivative
9 36 (2.12%) Legacy Systems
10 35 (2.06%) Data Centre
11 34 (2.00%) Cloud Native
12 31 (1.82%) Foreign Exchange (FX)
13 29 (1.71%) Equities
14 28 (1.65%) PKI
15 27 (1.59%) Distributed Systems
16 26 (1.53%) Data Protection Act
17 22 (1.29%) Virtual Team
18 20 (1.18%) Credit Risk
19 19 (1.12%) Security Posture
Operating Systems
1 78 (4.59%) Windows
2 54 (3.18%) Linux
3 27 (1.59%) Unix
4 15 (0.88%) Mac OS
5 13 (0.76%) Apple iOS
6 11 (0.65%) Android
7 8 (0.47%) Windows Server
8 6 (0.35%) Windows 10
9 3 (0.18%) AIX
9 3 (0.18%) Solaris
10 2 (0.12%) Red Hat Enterprise Linux
10 2 (0.12%) VMS
11 1 (0.059%) Windows 7
11 1 (0.059%) Windows Server 2003
11 1 (0.059%) Windows Server 2008
11 1 (0.059%) Windows Server 2012
Processes & Methodologies
1 835 (49.12%) Problem-Solving
2 511 (30.06%) Agile
3 349 (20.53%) Stakeholder Management
4 336 (19.76%) Analytics
5 291 (17.12%) Decision-Making
6 262 (15.41%) Continuous Improvement
7 254 (14.94%) AI
7 254 (14.94%) Data Modelling
8 220 (12.94%) Business Intelligence
9 203 (11.94%) Stakeholder Engagement
10 191 (11.24%) Validation
11 185 (10.88%) DevOps
12 176 (10.35%) Migration
13 174 (10.24%) CI/CD
14 167 (9.82%) Data Analysis
15 156 (9.18%) Project Management
16 155 (9.12%) Data Governance
16 155 (9.12%) Roadmaps
17 151 (8.88%) Visualisation
18 141 (8.29%) Actionable Insight
Programming Languages
1 451 (26.53%) SQL
2 367 (21.59%) Python
3 88 (5.18%) Java
4 76 (4.47%) PowerShell
5 75 (4.41%) C#
6 54 (3.18%) JavaScript
7 43 (2.53%) TypeScript
8 32 (1.88%) C++
9 31 (1.82%) Bash
10 28 (1.65%) Data Analysis Expressions
10 28 (1.65%) R
11 20 (1.18%) PL/SQL
12 19 (1.12%) T-SQL
13 13 (0.76%) Scala
14 12 (0.71%) Kusto Query Language
15 9 (0.53%) C
16 8 (0.47%) Apex Code
16 8 (0.47%) VBA
17 7 (0.41%) Shell Script
18 6 (0.35%) Bicep
Qualifications
1 258 (15.18%) Security Cleared
2 222 (13.06%) Degree
3 190 (11.18%) SC Cleared
4 66 (3.88%) Computer Science Degree
5 58 (3.41%) Master's Degree
6 44 (2.59%) PMI Certification
7 36 (2.12%) BPSS Clearance
8 35 (2.06%) PMP
9 28 (1.65%) CISSP
10 21 (1.24%) Cisco Certification
11 18 (1.06%) CISM
11 18 (1.06%) DV Cleared
12 16 (0.94%) ISTQB
13 15 (0.88%) Azure Certification
13 15 (0.88%) CISA
13 15 (0.88%) Microsoft Certification
14 14 (0.82%) CCNP
15 13 (0.76%) CRISC
16 11 (0.65%) AWS Certification
17 10 (0.59%) ACCA
Quality Assurance & Compliance
1 209 (12.29%) Data Quality
2 143 (8.41%) QA
3 81 (4.76%) GDPR
4 67 (3.94%) PMO
5 42 (2.47%) NIST
6 39 (2.29%) Accessibility
6 39 (2.29%) ISO/IEC 27001
7 29 (1.71%) SLA
8 27 (1.59%) Actionable Recommendations
9 25 (1.47%) GRC
10 24 (1.41%) PCI DSS
11 20 (1.18%) Sarbanes-Oxley
12 19 (1.12%) COBIT
13 13 (0.76%) MiFID
14 11 (0.65%) California Consumer Privacy Act
14 11 (0.65%) ISO 20022
15 9 (0.53%) IFRS
15 9 (0.53%) PSD2
15 9 (0.53%) Solvency II
15 9 (0.53%) WCAG
System Software
1 59 (3.47%) Docker
2 45 (2.65%) Active Directory
3 14 (0.82%) VMware Infrastructure
4 5 (0.29%) Firmware
5 4 (0.24%) IAG
5 4 (0.24%) Virtual Machines
5 4 (0.24%) VMware NSX
6 3 (0.18%) ProxySG
6 3 (0.18%) Virtual Desktop
7 2 (0.12%) HDFS
7 2 (0.12%) NFS
7 2 (0.12%) vSphere
8 1 (0.059%) BitLocker
8 1 (0.059%) Hyper-V
8 1 (0.059%) Postfix
8 1 (0.059%) RACF
8 1 (0.059%) Tivoli Workload Scheduler
8 1 (0.059%) VMware ESXi
8 1 (0.059%) Xen
8 1 (0.059%) XenDesktop
Systems Management
1 62 (3.65%) Kubernetes
2 45 (2.65%) Terraform
3 23 (1.35%) Ansible
3 23 (1.35%) Microsoft Intune
4 13 (0.76%) Grafana
4 13 (0.76%) SCCM
5 10 (0.59%) Single Sign-On
6 7 (0.41%) HP ALM
6 7 (0.41%) Prometheus
7 5 (0.29%) FortiGate
8 4 (0.24%) RSA Archer
9 3 (0.18%) SCOM
10 2 (0.12%) Control-M
10 2 (0.12%) Kibana
10 2 (0.12%) Nessus
10 2 (0.12%) Systems Management Server (SMS)
11 1 (0.059%) HAProxy
11 1 (0.059%) ITRS Geneos
11 1 (0.059%) Jamf Pro
11 1 (0.059%) logstash
Vendors
1 269 (15.82%) Microsoft
2 107 (6.29%) Oracle
3 95 (5.59%) Salesforce
4 92 (5.41%) SAP
5 75 (4.41%) Google
6 67 (3.94%) ServiceNow
7 66 (3.88%) Databricks
8 25 (1.47%) Bloomberg
8 25 (1.47%) Splunk
9 24 (1.41%) Adobe
10 23 (1.35%) Workday
11 22 (1.29%) VMware
12 19 (1.12%) Cisco
12 19 (1.12%) Informatica
12 19 (1.12%) Murex
13 16 (0.94%) Palo Alto
14 14 (0.82%) OpenAI
15 13 (0.76%) Dynatrace
16 12 (0.71%) IBM
16 12 (0.71%) MuleSoft