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 11 December 2025, with comparisons to the same periods in the previous two years.

6 months to
11 Dec 2025
Same period 2024 Same period 2023
Rank 16 16 31
Rank change year-on-year 0 +15 -3
Permanent jobs citing Analytics 195 335 201
As % of all permanent jobs in the City of London 10.26% 11.95% 6.67%
As % of the Processes & Methodologies category 11.41% 12.60% 6.99%
Number of salaries quoted 140 196 168
10th Percentile £47,500 £42,500 £47,125
25th Percentile £64,375 £53,000 £57,500
Median annual salary (50th Percentile) £84,336 £75,000 £82,500
Median % change year-on-year +12.45% -9.09% +17.86%
75th Percentile £113,750 £104,063 £108,750
90th Percentile £135,000 £130,000 £122,375
Central London median annual salary £82,500 £75,000 £82,500
% change year-on-year +10.00% -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 1,709 2,658 2,874
As % of all permanent jobs advertised in the City of London 89.95% 94.83% 95.32%
Number of salaries quoted 1,306 1,753 2,597
10th Percentile £40,532 £46,250 £40,750
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 £116,250 £118,500 £115,000
Central London median annual salary £75,000 £74,750 £73,500
% change year-on-year +0.33% +1.70% -2.00%

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 11 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 (6.15%) Apache Airflow
2 6 (3.08%) Apache Spark
3 4 (2.05%) Confluence
4 3 (1.54%) Apache
5 1 (0.51%) Adobe Experience Manager
5 1 (0.51%) Oracle Workflow
5 1 (0.51%) SAS
Applications
1 14 (7.18%) Microsoft Excel
2 4 (2.05%) Microsoft Office
3 1 (0.51%) Chatbot
Business Applications
1 6 (3.08%) SAP S/4HANA
2 4 (2.05%) Adaptiv
3 2 (1.03%) Actimize
4 1 (0.51%) Dynamics CRM
Cloud Services
1 57 (29.23%) Azure
2 55 (28.21%) Power Platform
3 36 (18.46%) AWS
4 24 (12.31%) GCP
5 22 (11.28%) Snowflake
6 12 (6.15%) dbt
7 11 (5.64%) GitHub
7 11 (5.64%) Serverless
8 10 (5.13%) Azure Data Factory
9 9 (4.62%) Amazon S3
9 9 (4.62%) AWS Lambda
10 8 (4.10%) Google Analytics
11 7 (3.59%) Microsoft Purview
12 6 (3.08%) Azure DevOps
12 6 (3.08%) Azure Synapse Analytics
13 5 (2.56%) Collibra
13 5 (2.56%) SaaS
14 4 (2.05%) Amazon EC2
14 4 (2.05%) Amazon ECS
14 4 (2.05%) AWS CloudFormation
Communications & Networking
1 5 (2.56%) Network Security
2 2 (1.03%) Firewall
2 2 (1.03%) Intrusion Detection
3 1 (0.51%) Kerberos
Database & Business Intelligence
1 53 (27.18%) Power BI
2 38 (19.49%) Data Warehouse
3 18 (9.23%) Data Lake
4 14 (7.18%) Tableau
5 11 (5.64%) Power Query
6 10 (5.13%) Metadata
7 9 (4.62%) SQL Server
8 7 (3.59%) SQL Server Integration Services
9 6 (3.08%) Amazon Redshift
9 6 (3.08%) BigQuery
9 6 (3.08%) DynamoDB
10 5 (2.56%) Delta Lake
10 5 (2.56%) PostgreSQL
10 5 (2.56%) SAP Data Services
11 4 (2.05%) Amazon Athena
11 4 (2.05%) Amazon RDS
11 4 (2.05%) Data Mining
11 4 (2.05%) MongoDB
11 4 (2.05%) SQL Server Reporting Services
12 3 (1.54%) Looker
Development Applications
1 7 (3.59%) ER Studio
1 7 (3.59%) ERwin
1 7 (3.59%) Git
2 4 (2.05%) JIRA
3 2 (1.03%) Jenkins
3 2 (1.03%) PowerDesigner
4 1 (0.51%) Deequ
4 1 (0.51%) GitLab
4 1 (0.51%) MLflow
General
1 81 (41.54%) Finance
2 61 (31.28%) Social Skills
3 34 (17.44%) Analytical Skills
4 24 (12.31%) Banking
5 18 (9.23%) Inclusion and Diversity
6 15 (7.69%) Front Office
6 15 (7.69%) Law
6 15 (7.69%) Legal
7 14 (7.18%) Marketing
8 13 (6.67%) Financial Institution
9 11 (5.64%) Presentation Skills
10 9 (4.62%) Retail
11 8 (4.10%) Advertising
12 6 (3.08%) Influencing Skills
12 6 (3.08%) Investment Banking
13 5 (2.56%) International Banking
13 5 (2.56%) Public Sector
14 4 (2.05%) Manufacturing
15 3 (1.54%) Organisational Skills
16 2 (1.03%) Wearables
Job Titles
1 33 (16.92%) Analyst
1 33 (16.92%) Lead
2 26 (13.33%) Data Engineer
3 24 (12.31%) Developer
4 23 (11.79%) Architect
5 21 (10.77%) Senior
6 20 (10.26%) Data Analyst
7 15 (7.69%) Data Architect
8 8 (4.10%) Data Scientist
8 8 (4.10%) Lead Architect
8 8 (4.10%) Senior Data Engineer
9 7 (3.59%) Lead Data Architect
9 7 (3.59%) User Researcher
10 6 (3.08%) Business Intelligence Developer
11 5 (2.56%) AWS Engineer
11 5 (2.56%) Chief Architect
11 5 (2.56%) Power BI Developer
12 4 (2.05%) DevOps Engineer
12 4 (2.05%) Governance Analyst
12 4 (2.05%) Senior Risk Manager
Libraries, Frameworks & Software Standards
1 13 (6.67%) Kafka
2 10 (5.13%) PySpark
3 6 (3.08%) PyTorch
4 4 (2.05%) Java Concurrency
4 4 (2.05%) Node.js
4 4 (2.05%) Pandas
4 4 (2.05%) TensorFlow
5 3 (1.54%) NumPy
5 3 (1.54%) OAuth
5 3 (1.54%) React
5 3 (1.54%) scikit-learn
6 2 (1.03%) AngularJS
6 2 (1.03%) CSS
6 2 (1.03%) FastAPI
6 2 (1.03%) Hugging Face
6 2 (1.03%) JWT
6 2 (1.03%) LangChain
6 2 (1.03%) REST
6 2 (1.03%) XML
7 1 (0.51%) ODBC
Miscellaneous
1 14 (7.18%) Algorithms
2 11 (5.64%) Distributed Systems
3 10 (5.13%) Equities
3 10 (5.13%) Management Information System
4 9 (4.62%) Credit Risk
4 9 (4.62%) Product Ownership
4 9 (4.62%) Reinsurance
5 8 (4.10%) Cloud Native
6 7 (3.59%) Market Risk
7 6 (3.08%) Data Structures
7 6 (3.08%) Derivative
7 6 (3.08%) Legacy Systems
7 6 (3.08%) Self-Motivation
8 5 (2.56%) Onboarding
8 5 (2.56%) Tandem
9 2 (1.03%) Data Protection Act
9 2 (1.03%) Fixed Income
9 2 (1.03%) FMCG
9 2 (1.03%) Grid Computing
9 2 (1.03%) Life Science
Operating Systems
1 2 (1.03%) Linux
1 2 (1.03%) Unix
2 1 (0.51%) Android
2 1 (0.51%) Apple iOS
2 1 (0.51%) Windows
2 1 (0.51%) Windows Server
Processes & Methodologies
1 62 (31.79%) Business Intelligence
2 61 (31.28%) AI
3 52 (26.67%) Data Modelling
4 50 (25.64%) Data Governance
5 48 (24.62%) Problem-Solving
6 47 (24.10%) Decision-Making
7 46 (23.59%) Data Analytics
8 45 (23.08%) Agile
9 38 (19.49%) ETL
10 37 (18.97%) Data Science
11 36 (18.46%) Data Pipeline
12 35 (17.95%) Machine Learning
13 33 (16.92%) Data Engineering
14 32 (16.41%) Data Management
14 32 (16.41%) Stakeholder Management
15 31 (15.90%) Data Architecture
16 30 (15.38%) Actionable Insight
16 30 (15.38%) CI/CD
16 30 (15.38%) Data Analysis
17 28 (14.36%) Mentoring
Programming Languages
1 89 (45.64%) Python
2 76 (38.97%) SQL
3 17 (8.72%) Java
4 14 (7.18%) Data Analysis Expressions
5 6 (3.08%) C#
5 6 (3.08%) C++
6 5 (2.56%) PowerShell
7 3 (1.54%) R
7 3 (1.54%) Scala
7 3 (1.54%) TypeScript
8 2 (1.03%) JavaScript
9 1 (0.51%) Bash
9 1 (0.51%) Kotlin
9 1 (0.51%) Ruby
9 1 (0.51%) Shell Script
9 1 (0.51%) VBA
Qualifications
1 36 (18.46%) Degree
2 17 (8.72%) Master's Degree
3 10 (5.13%) PhD
4 9 (4.62%) Computer Science Degree
4 9 (4.62%) PMI Certification
4 9 (4.62%) PMP
4 9 (4.62%) Security Cleared
5 7 (3.59%) Azure Certification
6 6 (3.08%) AWS Certification
6 6 (3.08%) CFA
7 5 (2.56%) Microsoft Certification
7 5 (2.56%) SnowPro
8 4 (2.05%) CISA
8 4 (2.05%) CISM
8 4 (2.05%) CISSP
8 4 (2.05%) CRISC
8 4 (2.05%) ITIL Certification
8 4 (2.05%) TOGAF Certification
9 3 (1.54%) DBS Check
10 2 (1.03%) Numerate Degree
Quality Assurance & Compliance
1 28 (14.36%) Data Quality
2 18 (9.23%) GDPR
3 7 (3.59%) ISO/IEC 27001
4 4 (2.05%) Cyber Essentials
5 3 (1.54%) QA
6 2 (1.03%) ITGC
6 2 (1.03%) NIST
6 2 (1.03%) PMO
6 2 (1.03%) Sarbanes-Oxley
7 1 (0.51%) Accessibility
7 1 (0.51%) COBIT
7 1 (0.51%) EMIR
7 1 (0.51%) MiFID
7 1 (0.51%) SLA
System Software
1 10 (5.13%) Docker
2 2 (1.03%) Active Directory
3 1 (0.51%) Hyper-V
3 1 (0.51%) VMware Infrastructure
Systems Management
1 11 (5.64%) Terraform
2 7 (3.59%) Kubernetes
3 4 (2.05%) Ansible
4 2 (1.03%) ArcSight ESM
4 2 (1.03%) Argo
4 2 (1.03%) Grafana
4 2 (1.03%) Prometheus
4 2 (1.03%) QRadar
Vendors
1 39 (20.00%) Microsoft
2 32 (16.41%) Databricks
3 15 (7.69%) Google
4 9 (4.62%) SAP
5 7 (3.59%) ServiceNow
6 6 (3.08%) Murex
6 6 (3.08%) Salesforce
7 5 (2.56%) Informatica
8 4 (2.05%) Alteryx
8 4 (2.05%) FIS
8 4 (2.05%) OpenAI
9 3 (1.54%) Anaplan
9 3 (1.54%) Dell
9 3 (1.54%) Splunk
10 2 (1.03%) ArcSight
10 2 (1.03%) IBM
10 2 (1.03%) LogLogic
10 2 (1.03%) McAfee
10 2 (1.03%) Oracle
10 2 (1.03%) Workday