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 14 January 2026, comparing them to the same period in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 18 20 24
Rank change year-on-year +2 +4 +5
Permanent jobs citing Analytical Skills 211 251 237
As % of all permanent jobs in the City of London 9.15% 9.45% 8.46%
As % of the General category 15.25% 13.78% 13.71%
Number of salaries quoted 162 136 210
10th Percentile £33,750 £32,500 £39,750
25th Percentile £53,750 £49,688 £52,500
Median annual salary (50th Percentile) £68,118 £65,000 £68,750
Median % change year-on-year +4.80% -5.45% -5.17%
75th Percentile £85,000 £86,875 £85,000
90th Percentile £100,000 £125,625 £105,500
Central London median annual salary £67,500 £65,000 £66,250
% change year-on-year +3.85% -1.89% -8.62%

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 1,384 1,822 1,729
As % of all permanent jobs advertised in the City of London 59.99% 68.63% 61.73%
Number of salaries quoted 1,014 1,124 1,531
10th Percentile £40,000 £43,825 £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% -
75th Percentile £95,000 £95,000 £93,125
90th Percentile £115,000 £115,000 £115,000
Central London median annual salary £72,500 £70,000 £72,500
% change year-on-year +3.57% -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 14 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 14 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 0 2 £65,500 -45.42%
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 (1.42%) SharePoint
2 1 (0.47%) Apache Airflow
2 1 (0.47%) Apache Spark
2 1 (0.47%) Confluence
2 1 (0.47%) Exchange Server 2010
2 1 (0.47%) Exchange Server 2013
2 1 (0.47%) Microsoft Exchange
Applications
1 18 (8.53%) Microsoft Excel
2 8 (3.79%) Microsoft Office
3 2 (0.95%) Microsoft PowerPoint
4 1 (0.47%) MS Visio
4 1 (0.47%) PlantUML
Business Applications
1 2 (0.95%) Dynamics CRM
1 2 (0.95%) NetSuite
1 2 (0.95%) Remedy ITSM
2 1 (0.47%) Endur
2 1 (0.47%) EuroRunner
2 1 (0.47%) Oracle Applications
Cloud Services
1 42 (19.91%) Azure
2 29 (13.74%) Power Platform
3 18 (8.53%) AWS
4 9 (4.27%) Azure Data Factory
5 8 (3.79%) GCP
6 7 (3.32%) Microsoft 365
6 7 (3.32%) SaaS
7 6 (2.84%) Power Automate
8 5 (2.37%) Azure DevOps
8 5 (2.37%) ChatGPT
9 4 (1.90%) dbt
9 4 (1.90%) GitHub
9 4 (1.90%) Microsoft Purview
10 3 (1.42%) Amazon CloudWatch
10 3 (1.42%) Amazon ECS
10 3 (1.42%) Amazon S3
10 3 (1.42%) AWS Lambda
10 3 (1.42%) Serverless
10 3 (1.42%) SuccessFactors
11 2 (0.95%) Dynamics 365
Communications & Networking
1 7 (3.32%) Firewall
2 3 (1.42%) WAN
3 2 (0.95%) Broadband
3 2 (0.95%) DHCP
3 2 (0.95%) DOCSIS
3 2 (0.95%) DSL
3 2 (0.95%) GPON
3 2 (0.95%) Intrusion Detection
3 2 (0.95%) IPv4
3 2 (0.95%) IPv6
3 2 (0.95%) Network Security
3 2 (0.95%) PPP
3 2 (0.95%) RTP
3 2 (0.95%) TCP/IP
3 2 (0.95%) VoIP
3 2 (0.95%) VPN
3 2 (0.95%) Wi-Fi
4 1 (0.47%) LAN
Database & Business Intelligence
1 27 (12.80%) Power BI
2 14 (6.64%) SQL Server
3 12 (5.69%) Data Warehouse
4 9 (4.27%) Data Lake
5 4 (1.90%) Metabase
5 4 (1.90%) Star Schema
5 4 (1.90%) Tableau
6 3 (1.42%) DynamoDB
7 2 (0.95%) Power Query
8 1 (0.47%) Amazon RDS
8 1 (0.47%) Amazon Redshift
8 1 (0.47%) Big Data
8 1 (0.47%) ClickHouse
8 1 (0.47%) Delta Lake
8 1 (0.47%) Flink
8 1 (0.47%) Looker
8 1 (0.47%) Metadata
8 1 (0.47%) NoSQL
8 1 (0.47%) Oracle BI Publisher
8 1 (0.47%) Qlik Sense
Development Applications
1 6 (2.84%) JIRA
2 5 (2.37%) Git
2 5 (2.37%) Visual Studio
3 2 (0.95%) Jenkins
4 1 (0.47%) GitLab
4 1 (0.47%) NUnit
4 1 (0.47%) Selenium
4 1 (0.47%) SpecFlow
General
1 113 (53.55%) Social Skills
2 104 (49.29%) Finance
3 30 (14.22%) Legal
4 23 (10.90%) Influencing Skills
5 17 (8.06%) Organisational Skills
6 14 (6.64%) Inclusion and Diversity
7 13 (6.16%) Banking
8 12 (5.69%) Law
8 12 (5.69%) Marketing
9 11 (5.21%) Retail
10 10 (4.74%) Presentation Skills
11 7 (3.32%) Financial Institution
12 6 (2.84%) Documentation Skills
13 5 (2.37%) Advertising
13 5 (2.37%) Telecoms
14 4 (1.90%) Front Office
15 3 (1.42%) Back Office
16 2 (0.95%) Manufacturing
17 1 (0.47%) Billing
17 1 (0.47%) Brand Awareness
Job Titles
1 57 (27.01%) Senior
2 52 (24.64%) Analyst
3 22 (10.43%) Business Analyst
3 22 (10.43%) Senior Manager
4 20 (9.48%) Data Analyst
4 20 (9.48%) Lead
5 14 (6.64%) Architect
5 14 (6.64%) Finance Manager
6 13 (6.16%) Consultant
6 13 (6.16%) Data Engineer
6 13 (6.16%) Insurance Business Analyst
6 13 (6.16%) IT Analyst
7 12 (5.69%) Senior Analyst
8 11 (5.21%) Senior Data Engineer
9 9 (4.27%) Financial Analyst
9 9 (4.27%) IT Support
10 8 (3.79%) Data Business Analyst
10 8 (3.79%) Graduate
11 7 (3.32%) IT Manager
11 7 (3.32%) Project Manager
Libraries, Frameworks & Software Standards
1 6 (2.84%) PySpark
2 5 (2.37%) Middleware
3 4 (1.90%) Pandas
4 3 (1.42%) XML
5 2 (0.95%) JWT
5 2 (0.95%) Kafka
5 2 (0.95%) Node.js
5 2 (0.95%) NumPy
5 2 (0.95%) OAuth
5 2 (0.95%) PyTorch
5 2 (0.95%) REST
5 2 (0.95%) scikit-learn
5 2 (0.95%) XSLT
6 1 (0.47%) .NET
6 1 (0.47%) AWS CDK
6 1 (0.47%) Blazor
6 1 (0.47%) Elastic Stack
6 1 (0.47%) Flutter
6 1 (0.47%) GraphQL
6 1 (0.47%) React
Miscellaneous
1 26 (12.32%) Analytical Mindset
2 15 (7.11%) Onboarding
3 13 (6.16%) Self-Motivation
4 9 (4.27%) Reinsurance
5 6 (2.84%) Virtual Team
6 5 (2.37%) Management Information System
6 5 (2.37%) Product Ownership
7 4 (1.90%) Algorithms
7 4 (1.90%) Cyber Threat
7 4 (1.90%) Distributed Systems
8 3 (1.42%) Cloud Native
8 3 (1.42%) Data Protection Act
9 2 (0.95%) Blog
9 2 (0.95%) Cyber Defence
9 2 (0.95%) Data Centre
9 2 (0.95%) Digital Wallet
9 2 (0.95%) Distributed Computing
9 2 (0.95%) Legacy Systems
9 2 (0.95%) SWIFT Messaging Network
10 1 (0.47%) Security Posture
Operating Systems
1 8 (3.79%) Windows
2 4 (1.90%) Linux
3 3 (1.42%) Windows Server
4 2 (0.95%) OpenWrt
4 2 (0.95%) Windows 10
5 1 (0.47%) Mac OS
5 1 (0.47%) Unix
5 1 (0.47%) Windows 7
5 1 (0.47%) Windows Server 2008
5 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 90 (42.65%) Problem-Solving
2 58 (27.49%) Agile
3 56 (26.54%) Continuous Improvement
4 45 (21.33%) Decision-Making
5 33 (15.64%) Stakeholder Management
6 31 (14.69%) Mentoring
7 30 (14.22%) Analytics
7 30 (14.22%) Process Improvement
8 28 (13.27%) Business Intelligence
9 27 (12.80%) Business Strategy
9 27 (12.80%) ITIL
10 25 (11.85%) AI
11 24 (11.37%) Data Modelling
11 24 (11.37%) Migration
12 23 (10.90%) Cybersecurity
13 22 (10.43%) ITSM
13 22 (10.43%) Project Management
13 22 (10.43%) Risk Management
13 22 (10.43%) Roadmaps
13 22 (10.43%) Service Management
Programming Languages
1 44 (20.85%) Python
2 41 (19.43%) SQL
3 11 (5.21%) PowerShell
4 9 (4.27%) T-SQL
5 6 (2.84%) C++
6 5 (2.37%) Data Analysis Expressions
7 4 (1.90%) Bash
7 4 (1.90%) C#
7 4 (1.90%) Java
7 4 (1.90%) VBA
8 2 (0.95%) C
8 2 (0.95%) Scala
8 2 (0.95%) VC++
9 1 (0.47%) Go
9 1 (0.47%) Kotlin
9 1 (0.47%) Kusto Query Language
9 1 (0.47%) Perl
9 1 (0.47%) R
9 1 (0.47%) RPG
9 1 (0.47%) Rust
Qualifications
1 29 (13.74%) Degree
2 17 (8.06%) ACCA
2 17 (8.06%) CIMA
3 11 (5.21%) CISSP
4 10 (4.74%) Master's Degree
5 8 (3.79%) CISM
6 7 (3.32%) CRISC
7 5 (2.37%) Postgraduate
8 4 (1.90%) CISA
8 4 (1.90%) Computer Science Degree
8 4 (1.90%) Security Cleared
9 3 (1.42%) CompTIA Security+
9 3 (1.42%) GIAC
9 3 (1.42%) Microsoft Certification
9 3 (1.42%) PMI Certification
9 3 (1.42%) PMP
10 2 (0.95%) A+ Certification
10 2 (0.95%) MCITP
10 2 (0.95%) Network+ Certification
10 2 (0.95%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 27 (12.80%) Data Quality
2 22 (10.43%) ISO/IEC 27001
3 14 (6.64%) GDPR
4 13 (6.16%) QA
5 12 (5.69%) NIST
6 5 (2.37%) Cyber Essentials
6 5 (2.37%) Cyber Essentials PLUS
7 4 (1.90%) GRC
7 4 (1.90%) Sarbanes-Oxley
8 3 (1.42%) ISO 9001
8 3 (1.42%) ISO/IEC 20000
8 3 (1.42%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 3 (1.42%) SLA
9 2 (0.95%) COBIT
9 2 (0.95%) EMIR
9 2 (0.95%) HIPAA
9 2 (0.95%) ISO 20022
9 2 (0.95%) PMO
9 2 (0.95%) PSD2
10 1 (0.47%) ISO 14001
System Software
1 5 (2.37%) Docker
2 2 (0.95%) Active Directory
2 2 (0.95%) VMware Infrastructure
Systems Management
1 6 (2.84%) Terraform
2 5 (2.37%) Ansible
3 2 (0.95%) Kubernetes
4 1 (0.47%) CSIRT
4 1 (0.47%) Grafana
4 1 (0.47%) HP ALM
4 1 (0.47%) Microsoft Intune
4 1 (0.47%) Prometheus
Vendors
1 52 (24.64%) Microsoft
2 13 (6.16%) Databricks
3 7 (3.32%) ServiceNow
4 6 (2.84%) MuleSoft
5 5 (2.37%) CyberArk
5 5 (2.37%) Guidewire
5 5 (2.37%) Salesforce
6 4 (1.90%) Oracle
6 4 (1.90%) SAP
7 3 (1.42%) Google
7 3 (1.42%) HubSpot
7 3 (1.42%) VMware
7 3 (1.42%) Workday
8 2 (0.95%) Apple
8 2 (0.95%) BMC
8 2 (0.95%) HP
8 2 (0.95%) Remedy
9 1 (0.47%) Ariba
9 1 (0.47%) Cisco
9 1 (0.47%) IBM