Analytical Skills Job Trends in the City of London

Analytical Skills
Central London > City of London

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in the City of London. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 2 January 2026, comparing them to the same period in the previous two years.

6 months to
2 Jan 2026
Same period 2025 Same period 2024
Rank 15 20 25
Rank change year-on-year +5 +5 +5
Permanent jobs citing Analytical Skills 222 246 236
As % of all permanent jobs in the City of London 10.46% 9.12% 8.33%
As % of the General category 16.91% 13.30% 13.45%
Number of salaries quoted 171 137 210
10th Percentile £33,750 £32,300 £37,500
25th Percentile £53,750 £50,000 £52,500
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% -6.90%
75th Percentile £85,000 £83,750 £83,563
90th Percentile £100,000 £127,750 £110,250
Central London median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - -10.34%

All General Skills
City of London

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring general skills in the City of London.

Permanent vacancies with a requirement for general skills 1,313 1,850 1,755
As % of all permanent jobs advertised in the City of London 61.88% 68.57% 61.95%
Number of salaries quoted 975 1,167 1,563
10th Percentile £38,375 £42,500 £39,085
25th Percentile £56,250 £52,500 £52,500
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -2.03%
75th Percentile £95,000 £93,750 £93,750
90th Percentile £115,000 £115,000 £115,000
Central London median annual salary £75,000 £70,000 £72,500
% change year-on-year +7.14% -3.45% -

Analytical Skills
Job Vacancy Trend in the City of London

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

Analytical Skills job vacancy trend in the City of London

Analytical Skills
Salary Trend in the City of London

Salary distribution trend for jobs in the City of London citing Analytical Skills.

Salary distribution trend for jobs in the City of London citing Analytical Skills

Analytical Skills
Salary Histogram in the City of London

Salary distribution for jobs citing Analytical Skills in the City of London over the 6 months to 2 January 2026.

Salary histogram for Analytical Skills in the City of London

Analytical Skills
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the City of London region over the 6 months to 2 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London Bridge +1 3 £87,500 -27.08% 1
Analytical Skills
Central London

Analytical Skills
Co-Occurring Skills & Capabilities in the City of 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 3 (1.35%) SharePoint
2 1 (0.45%) Apache Airflow
2 1 (0.45%) Apache Spark
2 1 (0.45%) Confluence
2 1 (0.45%) Exchange Server 2010
2 1 (0.45%) Exchange Server 2013
2 1 (0.45%) Microsoft Exchange
Applications
1 17 (7.66%) Microsoft Excel
2 8 (3.60%) Microsoft Office
3 1 (0.45%) Microsoft PowerPoint
3 1 (0.45%) MS Visio
3 1 (0.45%) PlantUML
Business Applications
1 2 (0.90%) Dynamics CRM
1 2 (0.90%) NetSuite
1 2 (0.90%) Remedy ITSM
2 1 (0.45%) Endur
2 1 (0.45%) EuroRunner
2 1 (0.45%) Oracle Applications
Cloud Services
1 45 (20.27%) Azure
2 29 (13.06%) Power Platform
3 21 (9.46%) AWS
4 11 (4.95%) GCP
5 9 (4.05%) Azure Data Factory
6 8 (3.60%) SaaS
7 6 (2.70%) Microsoft 365
8 5 (2.25%) Azure DevOps
8 5 (2.25%) ChatGPT
8 5 (2.25%) dbt
8 5 (2.25%) Power Automate
9 4 (1.80%) GitHub
9 4 (1.80%) Microsoft Purview
10 3 (1.35%) Amazon CloudWatch
10 3 (1.35%) Amazon ECS
10 3 (1.35%) Amazon S3
10 3 (1.35%) AWS Lambda
10 3 (1.35%) Serverless
10 3 (1.35%) SuccessFactors
11 2 (0.90%) Dynamics 365
Communications & Networking
1 6 (2.70%) Firewall
2 3 (1.35%) WAN
3 2 (0.90%) Broadband
3 2 (0.90%) DHCP
3 2 (0.90%) DOCSIS
3 2 (0.90%) DSL
3 2 (0.90%) GPON
3 2 (0.90%) IPv4
3 2 (0.90%) IPv6
3 2 (0.90%) PPP
3 2 (0.90%) RTP
3 2 (0.90%) TCP/IP
3 2 (0.90%) VoIP
3 2 (0.90%) VPN
3 2 (0.90%) Wi-Fi
4 1 (0.45%) Intrusion Detection
4 1 (0.45%) LAN
4 1 (0.45%) Network Security
Database & Business Intelligence
1 28 (12.61%) Power BI
2 14 (6.31%) SQL Server
3 11 (4.95%) Data Warehouse
4 9 (4.05%) Data Lake
5 4 (1.80%) Metabase
5 4 (1.80%) Star Schema
5 4 (1.80%) Tableau
6 3 (1.35%) DynamoDB
7 2 (0.90%) Power Query
8 1 (0.45%) Amazon RDS
8 1 (0.45%) Amazon Redshift
8 1 (0.45%) Big Data
8 1 (0.45%) ClickHouse
8 1 (0.45%) Delta Lake
8 1 (0.45%) Flink
8 1 (0.45%) Hadoop
8 1 (0.45%) Looker
8 1 (0.45%) Metadata
8 1 (0.45%) NoSQL
8 1 (0.45%) Oracle BI Publisher
Development Applications
1 6 (2.70%) JIRA
2 5 (2.25%) Git
2 5 (2.25%) Visual Studio
3 2 (0.90%) Jenkins
4 1 (0.45%) GitLab
4 1 (0.45%) NUnit
4 1 (0.45%) Selenium
4 1 (0.45%) SpecFlow
General
1 114 (51.35%) Social Skills
2 112 (50.45%) Finance
3 28 (12.61%) Legal
4 24 (10.81%) Influencing Skills
5 18 (8.11%) Organisational Skills
6 14 (6.31%) Inclusion and Diversity
7 12 (5.41%) Banking
7 12 (5.41%) Law
7 12 (5.41%) Marketing
7 12 (5.41%) Presentation Skills
7 12 (5.41%) Retail
8 7 (3.15%) Financial Institution
9 6 (2.70%) Documentation Skills
10 5 (2.25%) Advertising
10 5 (2.25%) Telecoms
11 4 (1.80%) Front Office
12 3 (1.35%) Back Office
13 2 (0.90%) Manufacturing
14 1 (0.45%) Billing
14 1 (0.45%) Japanese Language
Job Titles
1 60 (27.03%) Senior
2 56 (25.23%) Analyst
3 23 (10.36%) Business Analyst
3 23 (10.36%) Senior Manager
4 20 (9.01%) Data Analyst
4 20 (9.01%) Lead
5 15 (6.76%) Architect
5 15 (6.76%) Finance Manager
5 15 (6.76%) Senior Analyst
6 14 (6.31%) Consultant
6 14 (6.31%) Data Engineer
6 14 (6.31%) Insurance Business Analyst
7 13 (5.86%) IT Analyst
8 12 (5.41%) Financial Analyst
9 11 (4.95%) Senior Data Engineer
10 9 (4.05%) Data Business Analyst
10 9 (4.05%) Graduate
10 9 (4.05%) IT Support
11 8 (3.60%) IT Manager
12 7 (3.15%) Project Manager
Libraries, Frameworks & Software Standards
1 7 (3.15%) PySpark
2 5 (2.25%) Middleware
3 4 (1.80%) Pandas
4 3 (1.35%) .NET
4 3 (1.35%) React
4 3 (1.35%) XML
5 2 (0.90%) JWT
5 2 (0.90%) Kafka
5 2 (0.90%) Node.js
5 2 (0.90%) NumPy
5 2 (0.90%) OAuth
5 2 (0.90%) PyTorch
5 2 (0.90%) REST
5 2 (0.90%) scikit-learn
5 2 (0.90%) Web Services
5 2 (0.90%) XSLT
6 1 (0.45%) AWS CDK
6 1 (0.45%) Blazor
6 1 (0.45%) Flutter
6 1 (0.45%) GraphQL
Miscellaneous
1 27 (12.16%) Analytical Mindset
2 13 (5.86%) Onboarding
2 13 (5.86%) Self-Motivation
3 9 (4.05%) Reinsurance
4 6 (2.70%) Product Ownership
4 6 (2.70%) Virtual Team
5 5 (2.25%) Management Information System
6 4 (1.80%) Algorithms
6 4 (1.80%) Cloud Native
6 4 (1.80%) Distributed Systems
7 3 (1.35%) Cyber Threat
7 3 (1.35%) Data Protection Act
7 3 (1.35%) Legacy Systems
8 2 (0.90%) Cyber Defence
8 2 (0.90%) Digital Wallet
8 2 (0.90%) Distributed Computing
8 2 (0.90%) Learning Management System
8 2 (0.90%) SWIFT Messaging Network
9 1 (0.45%) Security Posture
9 1 (0.45%) State Machine
Operating Systems
1 7 (3.15%) Windows
2 4 (1.80%) Linux
3 2 (0.90%) OpenWrt
3 2 (0.90%) Windows 10
3 2 (0.90%) Windows Server
4 1 (0.45%) Mac OS
4 1 (0.45%) Unix
4 1 (0.45%) Windows 7
4 1 (0.45%) Windows Server 2008
4 1 (0.45%) Windows Server 2012
Processes & Methodologies
1 96 (43.24%) Problem-Solving
2 61 (27.48%) Agile
3 59 (26.58%) Continuous Improvement
4 50 (22.52%) Decision-Making
5 35 (15.77%) Stakeholder Management
6 32 (14.41%) Process Improvement
7 31 (13.96%) Analytics
8 30 (13.51%) Mentoring
9 29 (13.06%) Business Strategy
10 28 (12.61%) Business Intelligence
10 28 (12.61%) ITIL
11 25 (11.26%) AI
11 25 (11.26%) Data Modelling
11 25 (11.26%) ITSM
11 25 (11.26%) Migration
11 25 (11.26%) Service Management
12 24 (10.81%) Project Management
13 23 (10.36%) Cybersecurity
13 23 (10.36%) Financial Modelling
13 23 (10.36%) Roadmaps
Programming Languages
1 46 (20.72%) Python
2 41 (18.47%) SQL
3 11 (4.95%) PowerShell
4 9 (4.05%) T-SQL
5 6 (2.70%) C#
5 6 (2.70%) C++
5 6 (2.70%) Java
6 5 (2.25%) Data Analysis Expressions
7 4 (1.80%) Bash
7 4 (1.80%) VBA
8 2 (0.90%) C
8 2 (0.90%) Scala
8 2 (0.90%) VC++
9 1 (0.45%) Go
9 1 (0.45%) Kotlin
9 1 (0.45%) Kusto Query Language
9 1 (0.45%) Perl
9 1 (0.45%) R
9 1 (0.45%) RPG
9 1 (0.45%) Rust
Qualifications
1 31 (13.96%) Degree
2 21 (9.46%) ACCA
2 21 (9.46%) CIMA
3 12 (5.41%) Master's Degree
4 10 (4.50%) CISSP
5 7 (3.15%) CISM
5 7 (3.15%) CRISC
6 6 (2.70%) Computer Science Degree
6 6 (2.70%) Security Cleared
7 5 (2.25%) Postgraduate
8 3 (1.35%) CISA
8 3 (1.35%) CompTIA Security+
8 3 (1.35%) PMI Certification
8 3 (1.35%) PMP
9 2 (0.90%) A+ Certification
9 2 (0.90%) Azure Certification
9 2 (0.90%) Microsoft Certification
9 2 (0.90%) Network+ Certification
9 2 (0.90%) PhD
9 2 (0.90%) TOGAF Certification
Quality Assurance & Compliance
1 27 (12.16%) Data Quality
2 21 (9.46%) ISO/IEC 27001
3 15 (6.76%) GDPR
4 12 (5.41%) NIST
4 12 (5.41%) QA
5 4 (1.80%) Cyber Essentials
5 4 (1.80%) Cyber Essentials PLUS
5 4 (1.80%) GRC
6 3 (1.35%) ISO 9001
6 3 (1.35%) ISO/IEC 20000
6 3 (1.35%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 3 (1.35%) PMO
6 3 (1.35%) Sarbanes-Oxley
7 2 (0.90%) COBIT
7 2 (0.90%) EMIR
7 2 (0.90%) ISO 20022
7 2 (0.90%) PSD2
7 2 (0.90%) SLA
8 1 (0.45%) Actionable Recommendations
8 1 (0.45%) ISO/IEC 42001
System Software
1 5 (2.25%) Docker
2 2 (0.90%) Active Directory
3 1 (0.45%) VMware Infrastructure
Systems Management
1 6 (2.70%) Terraform
2 5 (2.25%) Ansible
3 2 (0.90%) Kubernetes
4 1 (0.45%) CSIRT
4 1 (0.45%) Grafana
4 1 (0.45%) HP ALM
4 1 (0.45%) Microsoft Intune
4 1 (0.45%) Prometheus
Vendors
1 53 (23.87%) Microsoft
2 15 (6.76%) Databricks
3 9 (4.05%) ServiceNow
4 7 (3.15%) MuleSoft
5 6 (2.70%) Salesforce
6 5 (2.25%) CyberArk
6 5 (2.25%) Guidewire
6 5 (2.25%) Oracle
7 4 (1.80%) SAP
8 3 (1.35%) Google
8 3 (1.35%) Workday
9 2 (0.90%) Apple
9 2 (0.90%) BMC
9 2 (0.90%) HP
9 2 (0.90%) HubSpot
9 2 (0.90%) Remedy
9 2 (0.90%) VMware
10 1 (0.45%) Meraki
10 1 (0.45%) Splunk
10 1 (0.45%) Trayport