Analytical Skills Job Trends in Central London

Analytical Skills
London > Central London

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in Central London. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 10 September 2026, comparing them to the same period in the previous two years.

6 months to
10 Sep 2026
Same period 2025 Same period 2024
Rank 22 13 13
Rank change year-on-year -9 0 +12
Permanent jobs citing Analytical Skills 215 268 465
As % of all permanent jobs in Central London 6.37% 13.20% 14.40%
As % of the General category 12.87% 17.59% 20.90%
Number of salaries quoted 147 208 245
10th Percentile £41,250 £32,353 £41,250
25th Percentile £52,500 £47,500 £48,750
Median annual salary (50th Percentile) £71,121 £66,250 £65,000
Median % change year-on-year +7.35% +1.92% -7.14%
75th Percentile £93,125 £82,500 £81,250
90th Percentile £120,250 £95,375 £113,500
London median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - -3.70%

All General Skills
Central 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 Central London.

Permanent vacancies with a requirement for general skills 1,670 1,524 2,225
As % of all permanent jobs advertised in Central London 49.48% 75.07% 68.89%
Number of salaries quoted 1,100 1,174 1,458
10th Percentile £41,250 £38,000 £41,250
25th Percentile £55,000 £55,000 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -3.45%
75th Percentile £95,313 £92,500 £88,750
90th Percentile £107,500 £118,375 £110,000
London median annual salary £75,000 £75,000 £75,000

Analytical Skills
Job Vacancy Trend in Central London

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

Analytical Skills job vacancy trend in Central London

Analytical Skills
Salary Trend in Central London

Salary distribution trend for jobs in Central London citing Analytical Skills.

Salary distribution trend for jobs in Central London citing Analytical Skills

Analytical Skills
Salary Histogram in Central London

Salary distribution for jobs citing Analytical Skills in Central London over the 6 months to 10 September 2026.

Salary histogram for Analytical Skills in Central London

Analytical Skills
Job Locations in Central 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 Central London region over the 6 months to 10 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
City of London -9 197 £72,500 +9.02% 246
Camden +5 7 £37,500 - 1
West End of London +1 5 £72,500 +52.41% 24
Southwark +5 4 £52,500 -40.00% 3
Lambeth -3 4 £62,500 - 1
City of Westminster +11 3 £72,500 +14.85% 43
Analytical Skills
London

Analytical Skills
Co-Occurring Skills & Capabilities in Central 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 6 (2.79%) Apache Airflow
2 5 (2.33%) Apache Spark
2 5 (2.33%) Confluence
3 3 (1.40%) SharePoint
4 2 (0.93%) Microsoft Exchange
4 2 (0.93%) Oracle SOA Suite
5 1 (0.47%) Apache
5 1 (0.47%) CMS
5 1 (0.47%) Headless CMS
Applications
1 13 (6.05%) Microsoft Excel
2 5 (2.33%) Microsoft Office
3 1 (0.47%) Adobe Creative Suite
3 1 (0.47%) Adobe Illustrator
3 1 (0.47%) Chatbot
3 1 (0.47%) InDesign
3 1 (0.47%) Microsoft PowerPoint
3 1 (0.47%) Microsoft Project
3 1 (0.47%) MS Visio
3 1 (0.47%) Photoshop
3 1 (0.47%) PlantUML
Business Applications
1 5 (2.33%) Oracle EBS
1 5 (2.33%) Oracle ERP
2 3 (1.40%) Elite 3E
2 3 (1.40%) Oracle Applications
2 3 (1.40%) SAP CO
2 3 (1.40%) SAP FI
2 3 (1.40%) SAP FI/CO
3 2 (0.93%) Oracle Payables
3 2 (0.93%) Oracle Receivables
3 2 (0.93%) SAP S/4HANA
4 1 (0.47%) Adobe Campaign
4 1 (0.47%) NetSuite
4 1 (0.47%) SAP HCM
4 1 (0.47%) SAP SCM
4 1 (0.47%) Sparx Enterprise Architect
4 1 (0.47%) Temenos T24
Cloud Services
1 34 (15.81%) Azure
2 31 (14.42%) AWS
2 31 (14.42%) SaaS
3 16 (7.44%) Power Platform
4 14 (6.51%) GCP
5 11 (5.12%) Microsoft 365
6 9 (4.19%) Entra ID
7 8 (3.72%) Azure Synapse Analytics
7 8 (3.72%) Snowflake
8 7 (3.26%) dbt
9 5 (2.33%) Azure DevOps
10 4 (1.86%) Amazon EKS
10 4 (1.86%) Azure Data Factory
10 4 (1.86%) GitHub
10 4 (1.86%) OCI
10 4 (1.86%) Power Automate
11 3 (1.40%) GitHub Actions
11 3 (1.40%) Meta Ads
11 3 (1.40%) PaaS
11 3 (1.40%) PowerApps
Communications & Networking
1 10 (4.65%) Internet
2 6 (2.79%) Cisco Nexus
3 4 (1.86%) Firewall
3 4 (1.86%) Network Security
4 3 (1.40%) BGP
4 3 (1.40%) MPLS
4 3 (1.40%) OSPF
5 2 (0.93%) DHCP
5 2 (0.93%) DNS
5 2 (0.93%) VLAN
6 1 (0.47%) Cisco IPT
6 1 (0.47%) Ethernet VPN
6 1 (0.47%) FIX Connectivity
6 1 (0.47%) Intrusion Detection
6 1 (0.47%) SMS
6 1 (0.47%) VPN
6 1 (0.47%) VXLAN
6 1 (0.47%) WAN
Database & Business Intelligence
1 15 (6.98%) Power BI
2 8 (3.72%) Data Lake
3 7 (3.26%) Geospatial Data
3 7 (3.26%) Tableau
4 6 (2.79%) Data Warehouse
4 6 (2.79%) Looker
4 6 (2.79%) Relational Database
5 5 (2.33%) Metadata
5 5 (2.33%) Power Query
5 5 (2.33%) SQL Server
6 4 (1.86%) Amazon Redshift
6 4 (1.86%) BigQuery
6 4 (1.86%) Delta Lake
6 4 (1.86%) Elasticsearch
6 4 (1.86%) Milvus
6 4 (1.86%) Snowflake Schema
7 3 (1.40%) Spark SQL
8 2 (0.93%) Oracle Database
8 2 (0.93%) Oracle Discoverer
8 2 (0.93%) RDBMS
Development Applications
1 6 (2.79%) JIRA
2 5 (2.33%) Git
3 4 (1.86%) Eclipse
3 4 (1.86%) MLflow
4 1 (0.47%) GitLab
4 1 (0.47%) Jenkins
4 1 (0.47%) JIRA Agile
4 1 (0.47%) JMeter
4 1 (0.47%) Katalon Studio
4 1 (0.47%) Postman
4 1 (0.47%) Rational DOORS
4 1 (0.47%) Visual Studio
General
1 115 (53.49%) Finance
2 102 (47.44%) Social Skills
3 27 (12.56%) Law
4 17 (7.91%) Inclusion and Diversity
5 15 (6.98%) Retail
6 14 (6.51%) Marketing
7 12 (5.58%) Banking
7 12 (5.58%) Legal
8 10 (4.65%) French Language
9 9 (4.19%) Games
10 7 (3.26%) Organisational Skills
11 6 (2.79%) Documentation Skills
12 5 (2.33%) Advertising
12 5 (2.33%) General Ledger
12 5 (2.33%) Local Government
12 5 (2.33%) Presentation Skills
13 3 (1.40%) Front Office
13 3 (1.40%) Legal Technology
13 3 (1.40%) Public Sector
14 2 (0.93%) Influencing Skills
Job Titles
1 49 (22.79%) Analyst
2 36 (16.74%) Senior
3 12 (5.58%) Data Analyst
3 12 (5.58%) Financial Analyst
3 12 (5.58%) Support Analyst
4 11 (5.12%) Software Engineer
5 9 (4.19%) Consultant
5 9 (4.19%) Lead
5 9 (4.19%) Post-Production Engineer
6 8 (3.72%) Architect
6 8 (3.72%) Business Analyst
6 8 (3.72%) Developer
6 8 (3.72%) Senior Software Engineer
7 7 (3.26%) Senior Manager
8 6 (2.79%) Applications Support
8 6 (2.79%) Applications Support Analyst
8 6 (2.79%) Cisco Engineer
8 6 (2.79%) Infrastructure Engineer
8 6 (2.79%) Report Analyst
8 6 (2.79%) VMware Engineer
Libraries, Frameworks & Software Standards
1 9 (4.19%) Terraform
2 8 (3.72%) React
3 5 (2.33%) Kafka
3 5 (2.33%) LangChain
3 5 (2.33%) Middleware
3 5 (2.33%) PyTorch
3 5 (2.33%) TensorFlow
4 4 (1.86%) LlamaIndex
4 4 (1.86%) pgvector
4 4 (1.86%) scikit-learn
4 4 (1.86%) XML
5 3 (1.40%) Oracle Fusion
5 3 (1.40%) PySpark
5 3 (1.40%) REST
6 2 (0.93%) .NET
6 2 (0.93%) .NET Framework
6 2 (0.93%) FIX Protocol
6 2 (0.93%) XSLT
7 1 (0.47%) HTML
7 1 (0.47%) Web Services
Miscellaneous
1 22 (10.23%) Self-Motivation
2 17 (7.91%) Analytical Mindset
3 14 (6.51%) Reinsurance
4 10 (4.65%) Data Centre
4 10 (4.65%) Onboarding
4 10 (4.65%) Product Ownership
5 9 (4.19%) Cloud Native
6 8 (3.72%) Photography
6 8 (3.72%) Public Cloud
6 8 (3.72%) Web Conferencing
7 7 (3.26%) Cyber Threat
7 7 (3.26%) Video Editing
8 6 (2.79%) Derivative
8 6 (2.79%) Enterprise Software
8 6 (2.79%) Management Information System
8 6 (2.79%) Virtual Team
9 5 (2.33%) Algorithms
9 5 (2.33%) Equities
9 5 (2.33%) Fixed Income
9 5 (2.33%) Security Posture
Operating Systems
1 9 (4.19%) Linux
2 8 (3.72%) Windows
3 6 (2.79%) Windows Server
4 1 (0.47%) Unix
Processes & Methodologies
1 73 (33.95%) Problem-Solving
2 53 (24.65%) Analytics
3 50 (23.26%) Stakeholder Management
4 46 (21.40%) Continuous Improvement
4 46 (21.40%) Decision-Making
5 45 (20.93%) Agile
6 42 (19.53%) Process Improvement
7 25 (11.63%) Roadmaps
8 24 (11.16%) Stakeholder Engagement
9 23 (10.70%) AI
9 23 (10.70%) Budgeting
9 23 (10.70%) Budgeting and Forecasting
10 22 (10.23%) Cybersecurity
11 21 (9.77%) CI/CD
11 21 (9.77%) Financial Modelling
12 20 (9.30%) Change Management
13 19 (8.84%) Computer Science
13 19 (8.84%) Data Governance
13 19 (8.84%) Software Engineering
14 18 (8.37%) Business Intelligence
Programming Languages
1 52 (24.19%) SQL
2 45 (20.93%) Python
3 15 (6.98%) Java
4 13 (6.05%) R
5 11 (5.12%) C#
5 11 (5.12%) C++
5 11 (5.12%) TypeScript
6 9 (4.19%) JavaScript
6 9 (4.19%) Julia
6 9 (4.19%) MATLAB
6 9 (4.19%) PowerShell
7 4 (1.86%) Bash
8 3 (1.40%) Bicep
8 3 (1.40%) T-SQL
9 2 (0.93%) PL/SQL
9 2 (0.93%) VB.NET
9 2 (0.93%) XPath
10 1 (0.47%) Apex Code
10 1 (0.47%) Data Analysis Expressions
10 1 (0.47%) Groovy
Qualifications
1 43 (20.00%) Degree
2 35 (16.28%) ACCA
3 34 (15.81%) CIMA
4 11 (5.12%) CISSP
5 9 (4.19%) Master's Degree
6 8 (3.72%) CISM
7 6 (2.79%) Cisco Certification
8 5 (2.33%) (ISC)2 CCSP
8 5 (2.33%) AWS Certification
8 5 (2.33%) CCSP
9 3 (1.40%) CRISC
9 3 (1.40%) SAP Certification
9 3 (1.40%) SC Cleared
9 3 (1.40%) Security Cleared
10 2 (0.93%) CEH
10 2 (0.93%) CompTIA Security+
10 2 (0.93%) GIAC
10 2 (0.93%) ICAEW
10 2 (0.93%) ITIL Foundation Certificate
10 2 (0.93%) MOS
Quality Assurance & Compliance
1 23 (10.70%) Data Quality
2 21 (9.77%) GDPR
3 16 (7.44%) Accessibility
4 12 (5.58%) QA
5 10 (4.65%) NIST
6 8 (3.72%) ISO/IEC 27001
7 7 (3.26%) GAAP
8 5 (2.33%) California Consumer Privacy Act
9 4 (1.86%) GRC
9 4 (1.86%) IFRS
10 2 (0.93%) NCSC
10 2 (0.93%) PMO
10 2 (0.93%) SLA
11 1 (0.47%) EU AI Act
11 1 (0.47%) MiFID
11 1 (0.47%) Sarbanes-Oxley
11 1 (0.47%) SOC 2
11 1 (0.47%) Solvency II
System Software
1 8 (3.72%) Active Directory
2 6 (2.79%) VMware Infrastructure
3 3 (1.40%) Docker
Systems Management
1 7 (3.26%) Microsoft Intune
2 3 (1.40%) Kubernetes
3 2 (0.93%) Ansible
3 2 (0.93%) Thomson Reuters DACS
Vendors
1 34 (15.81%) Microsoft
2 15 (6.98%) SAP
3 10 (4.65%) Databricks
4 9 (4.19%) ServiceNow
5 7 (3.26%) Cisco
5 7 (3.26%) Oracle
6 6 (2.79%) HubSpot
6 6 (2.79%) Meraki
6 6 (2.79%) VMware
7 5 (2.33%) Google
8 4 (1.86%) Cloudera
8 4 (1.86%) Dell
9 3 (1.40%) Bloomberg
9 3 (1.40%) Refinitiv
10 2 (0.93%) Adobe
10 2 (0.93%) Alteryx
10 2 (0.93%) Apple
10 2 (0.93%) Darktrace
10 2 (0.93%) FactSet
11 1 (0.47%) Marketo