Analytics Job Trends in the City of London

Analytics
Central London > City of London

The table below provides summary statistics and salary benchmarking for jobs advertised in the City of London requiring Analytics skills. It covers permanent job vacancies from the 6 months leading up to 14 December 2025, with comparisons to the same periods in the previous two years.

6 months to
14 Dec 2025
Same period 2024 Same period 2023
Rank 20 16 30
Rank change year-on-year -4 +14 -4
Permanent jobs citing Analytics 188 318 197
As % of all permanent jobs in the City of London 9.68% 11.64% 6.71%
As % of the Processes & Methodologies category 10.85% 12.24% 7.03%
Number of salaries quoted 134 183 167
10th Percentile £47,500 £42,500 £47,000
25th Percentile £63,125 £55,000 £57,500
Median annual salary (50th Percentile) £85,000 £75,000 £82,500
Median % change year-on-year +13.33% -9.09% +17.86%
75th Percentile £113,438 £110,000 £105,625
90th Percentile £135,000 £130,000 £120,500
Central London median annual salary £83,086 £75,000 £82,500
% change year-on-year +10.78% -9.09% +17.86%

All Process and Methodology Skills
City of London

Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the City of London.

Permanent vacancies with a requirement for process or methodology skills 1,733 2,598 2,803
As % of all permanent jobs advertised in the City of London 89.19% 95.13% 95.47%
Number of salaries quoted 1,314 1,715 2,536
10th Percentile £40,532 £46,250 £40,000
25th Percentile £57,500 £55,000 £55,000
Median annual salary (50th Percentile) £75,000 £75,000 £75,000
75th Percentile £100,000 £95,000 £96,250
90th Percentile £115,000 £117,500 £115,000
Central London median annual salary £75,000 £74,500 £73,250
% change year-on-year +0.67% +1.71% -2.33%

Analytics
Job Vacancy Trend in the City of London

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

Analytics job vacancy trend in the City of London

Analytics
Salary Trend in the City of London

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

Salary distribution trend for jobs in the City of London citing Analytics

Analytics
Salary Histogram in the City of London

Salary distribution for jobs citing Analytics in the City of London over the 6 months to 14 December 2025.

Salary histogram for Analytics in the City of London

Analytics
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 12 (6.38%) Apache Airflow
2 7 (3.72%) Apache Spark
3 4 (2.13%) Confluence
4 3 (1.60%) Apache
5 1 (0.53%) Adobe Experience Manager
5 1 (0.53%) Oracle Workflow
5 1 (0.53%) SAS
Applications
1 11 (5.85%) Microsoft Excel
2 4 (2.13%) Microsoft Office
3 1 (0.53%) Chatbot
Business Applications
1 6 (3.19%) SAP S/4HANA
2 2 (1.06%) Actimize
2 2 (1.06%) Adaptiv
3 1 (0.53%) Dynamics CRM
Cloud Services
1 58 (30.85%) Azure
2 50 (26.60%) Power Platform
3 34 (18.09%) AWS
4 23 (12.23%) GCP
5 21 (11.17%) Snowflake
6 12 (6.38%) dbt
7 11 (5.85%) GitHub
8 10 (5.32%) Azure Data Factory
8 10 (5.32%) Serverless
9 8 (4.26%) Amazon S3
9 8 (4.26%) AWS Lambda
9 8 (4.26%) Azure DevOps
10 7 (3.72%) Microsoft Purview
11 6 (3.19%) Azure Synapse Analytics
11 6 (3.19%) Google Analytics
12 5 (2.66%) SaaS
13 4 (2.13%) Amazon ECS
13 4 (2.13%) AWS CloudFormation
14 3 (1.60%) Azure Cosmos DB
14 3 (1.60%) GitHub Actions
Communications & Networking
1 5 (2.66%) Network Security
2 2 (1.06%) Firewall
2 2 (1.06%) Intrusion Detection
3 1 (0.53%) Kerberos
Database & Business Intelligence
1 48 (25.53%) Power BI
2 38 (20.21%) Data Warehouse
3 18 (9.57%) Data Lake
4 11 (5.85%) Tableau
5 9 (4.79%) Metadata
5 9 (4.79%) Power Query
5 9 (4.79%) SQL Server
6 7 (3.72%) SQL Server Integration Services
7 6 (3.19%) BigQuery
8 5 (2.66%) Amazon Redshift
8 5 (2.66%) Delta Lake
8 5 (2.66%) DynamoDB
8 5 (2.66%) PostgreSQL
8 5 (2.66%) SAP Data Services
9 4 (2.13%) Amazon Athena
9 4 (2.13%) Big Data
9 4 (2.13%) Data Mining
9 4 (2.13%) Hadoop
9 4 (2.13%) MongoDB
9 4 (2.13%) SQL Server Reporting Services
Development Applications
1 7 (3.72%) ER Studio
1 7 (3.72%) ERwin
1 7 (3.72%) Git
2 4 (2.13%) JIRA
3 2 (1.06%) Jenkins
3 2 (1.06%) PowerDesigner
4 1 (0.53%) Deequ
4 1 (0.53%) GitLab
4 1 (0.53%) MLflow
General
1 77 (40.96%) Finance
2 53 (28.19%) Social Skills
3 33 (17.55%) Analytical Skills
4 19 (10.11%) Banking
5 17 (9.04%) Inclusion and Diversity
6 15 (7.98%) Front Office
6 15 (7.98%) Law
7 13 (6.91%) Financial Institution
7 13 (6.91%) Legal
7 13 (6.91%) Marketing
8 10 (5.32%) Presentation Skills
9 9 (4.79%) Retail
10 6 (3.19%) Advertising
10 6 (3.19%) Influencing Skills
11 5 (2.66%) International Banking
11 5 (2.66%) Investment Banking
12 4 (2.13%) Manufacturing
12 4 (2.13%) Public Sector
13 3 (1.60%) Organisational Skills
14 2 (1.06%) Wearables
Job Titles
1 34 (18.09%) Lead
2 27 (14.36%) Data Engineer
3 26 (13.83%) Analyst
4 23 (12.23%) Architect
4 23 (12.23%) Developer
5 21 (11.17%) Senior
6 15 (7.98%) Data Analyst
6 15 (7.98%) Data Architect
7 9 (4.79%) Senior Data Engineer
8 8 (4.26%) Data Scientist
8 8 (4.26%) Lead Architect
9 7 (3.72%) Lead Data Architect
9 7 (3.72%) User Researcher
10 5 (2.66%) AWS Engineer
10 5 (2.66%) Business Intelligence Developer
10 5 (2.66%) Chief Architect
11 4 (2.13%) Consultant
11 4 (2.13%) Report Analyst
11 4 (2.13%) Risk Manager
11 4 (2.13%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (7.45%) Kafka
2 10 (5.32%) PySpark
3 6 (3.19%) PyTorch
4 4 (2.13%) Java Concurrency
4 4 (2.13%) Node.js
4 4 (2.13%) Pandas
4 4 (2.13%) TensorFlow
5 3 (1.60%) NumPy
5 3 (1.60%) OAuth
5 3 (1.60%) React
5 3 (1.60%) scikit-learn
6 2 (1.06%) .NET
6 2 (1.06%) AngularJS
6 2 (1.06%) ARM Templates
6 2 (1.06%) CSS
6 2 (1.06%) FastAPI
6 2 (1.06%) Hugging Face
6 2 (1.06%) JWT
6 2 (1.06%) REST
6 2 (1.06%) XML
Miscellaneous
1 15 (7.98%) Algorithms
2 11 (5.85%) Distributed Systems
3 10 (5.32%) Equities
3 10 (5.32%) Management Information System
4 9 (4.79%) Reinsurance
5 8 (4.26%) Cloud Native
5 8 (4.26%) Product Ownership
6 6 (3.19%) Credit Risk
6 6 (3.19%) Data Structures
6 6 (3.19%) Derivative
6 6 (3.19%) Legacy Systems
7 5 (2.66%) Self-Motivation
7 5 (2.66%) Tandem
8 4 (2.13%) Market Risk
8 4 (2.13%) Onboarding
9 2 (1.06%) Data Protection Act
9 2 (1.06%) Fixed Income
9 2 (1.06%) FMCG
9 2 (1.06%) Grid Computing
9 2 (1.06%) Life Science
Operating Systems
1 2 (1.06%) Linux
1 2 (1.06%) Unix
2 1 (0.53%) Android
2 1 (0.53%) Apple iOS
2 1 (0.53%) Windows
2 1 (0.53%) Windows Server
Processes & Methodologies
1 61 (32.45%) AI
2 58 (30.85%) Business Intelligence
3 51 (27.13%) Data Modelling
4 49 (26.06%) Data Governance
5 47 (25.00%) Problem-Solving
6 46 (24.47%) Decision-Making
7 44 (23.40%) Agile
8 43 (22.87%) Data Analytics
9 40 (21.28%) ETL
10 38 (20.21%) Data Pipeline
10 38 (20.21%) Data Science
11 34 (18.09%) Data Engineering
12 32 (17.02%) CI/CD
12 32 (17.02%) Machine Learning
13 31 (16.49%) Actionable Insight
13 31 (16.49%) Stakeholder Management
14 30 (15.96%) Mentoring
15 29 (15.43%) Data Architecture
16 27 (14.36%) Data Analysis
17 26 (13.83%) Data Management
Programming Languages
1 89 (47.34%) Python
2 74 (39.36%) SQL
3 16 (8.51%) Java
4 14 (7.45%) Data Analysis Expressions
5 8 (4.26%) C#
6 6 (3.19%) C++
7 5 (2.66%) PowerShell
8 4 (2.13%) Scala
9 3 (1.60%) TypeScript
10 2 (1.06%) Bicep
10 2 (1.06%) JavaScript
10 2 (1.06%) R
11 1 (0.53%) Bash
11 1 (0.53%) Kotlin
11 1 (0.53%) Ruby
11 1 (0.53%) Shell Script
11 1 (0.53%) VBA
Qualifications
1 32 (17.02%) Degree
2 16 (8.51%) Master's Degree
3 10 (5.32%) Computer Science Degree
4 9 (4.79%) PhD
4 9 (4.79%) Security Cleared
5 7 (3.72%) Azure Certification
6 5 (2.66%) AWS Certification
6 5 (2.66%) Microsoft Certification
6 5 (2.66%) PMI Certification
6 5 (2.66%) PMP
7 4 (2.13%) CISA
7 4 (2.13%) CISM
7 4 (2.13%) CISSP
7 4 (2.13%) CRISC
7 4 (2.13%) SnowPro
7 4 (2.13%) TOGAF Certification
8 3 (1.60%) DBS Check
9 2 (1.06%) Cisco Certification
9 2 (1.06%) GIAC
9 2 (1.06%) MBA
Quality Assurance & Compliance
1 28 (14.89%) Data Quality
2 17 (9.04%) GDPR
3 7 (3.72%) ISO/IEC 27001
4 4 (2.13%) Cyber Essentials
5 3 (1.60%) QA
6 2 (1.06%) ITGC
6 2 (1.06%) NIST
6 2 (1.06%) PMO
6 2 (1.06%) Sarbanes-Oxley
7 1 (0.53%) Accessibility
7 1 (0.53%) COBIT
7 1 (0.53%) EMIR
7 1 (0.53%) MiFID
7 1 (0.53%) SLA
System Software
1 10 (5.32%) Docker
2 2 (1.06%) Active Directory
3 1 (0.53%) Hyper-V
3 1 (0.53%) VMware Infrastructure
Systems Management
1 13 (6.91%) Terraform
2 7 (3.72%) Kubernetes
3 4 (2.13%) Ansible
3 4 (2.13%) Grafana
4 2 (1.06%) ArcSight ESM
4 2 (1.06%) Argo
4 2 (1.06%) Prometheus
4 2 (1.06%) QRadar
Vendors
1 36 (19.15%) Microsoft
2 31 (16.49%) Databricks
3 12 (6.38%) Google
4 10 (5.32%) SAP
5 7 (3.72%) ServiceNow
6 6 (3.19%) Salesforce
7 5 (2.66%) Informatica
8 4 (2.13%) OpenAI
9 3 (1.60%) Anaplan
9 3 (1.60%) Dell
9 3 (1.60%) Splunk
10 2 (1.06%) Alteryx
10 2 (1.06%) ArcSight
10 2 (1.06%) FIS
10 2 (1.06%) IBM
10 2 (1.06%) LogLogic
10 2 (1.06%) McAfee
10 2 (1.06%) Murex
10 2 (1.06%) Oracle
10 2 (1.06%) Workday