Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 16 23 30
Rank change year-on-year +7 +7 -8
Permanent jobs citing Analytics 675 500 536
As % of all permanent jobs advertised in the City of London 9.23% 10.01% 7.63%
As % of the Processes & Methodologies category 9.73% 10.48% 8.05%
Number of salaries quoted 552 423 454
10th Percentile £50,000 £45,000 £41,475
25th Percentile £56,250 £52,500 £53,750
Median annual salary (50th Percentile) £70,000 £72,500 £67,750
Median % change year-on-year -3.45% +7.01% +0.37%
75th Percentile £87,500 £87,500 £86,250
90th Percentile £105,000 £102,250 £112,500
Central London median annual salary £70,000 £70,000 £70,000
% change year-on-year - - +3.70%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 6,938 4,771 6,658
As % of all permanent IT jobs advertised in the City of London 94.86% 95.48% 94.78%
Number of salaries quoted 5,528 4,265 5,839
10th Percentile £46,250 £43,750 £41,250
25th Percentile £57,500 £55,000 £52,500
Median annual salary (50th Percentile) £72,500 £72,500 £67,500
Median % change year-on-year - +7.41% +3.85%
75th Percentile £93,750 £90,000 £85,000
90th Percentile £108,750 £107,500 £100,000
Central London median annual salary £72,500 £70,000 £68,211
% change year-on-year +3.57% +2.62% +4.94%

Analytics
Job Vacancy Trend in the City of London

Job postings citing Analytics as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Analytics in the City of London

Analytics
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Analytics in the City of London.

Salary trend for Analytics in the City of London

Analytics
Salary Histogram in the City of London

Salary distribution for jobs citing Analytics in the City of London over the 6 months to 23 May 2022.

Salary histogram for Analytics in the City of London

Analytics
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 Analytics within the City of London region over the 6 months to 23 May 2022. 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 -8 2 £81,250 +1.56%
Analytics
Central London

For the 6 months to 23 May 2022, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Analytics.

1 328 (48.59%) SQL
2 224 (33.19%) Python
3 211 (31.26%) Data Analytics
4 200 (29.63%) Agile
5 195 (28.89%) Business Intelligence
6 192 (28.44%) Azure
7 171 (25.33%) Finance
8 163 (24.15%) Social Skills
9 156 (23.11%) Data Warehouse
10 150 (22.22%) Data Science
11 149 (22.07%) Data Modelling
12 133 (19.70%) Power Platform
12 133 (19.70%) Power BI
12 133 (19.70%) Analytical Skills
13 122 (18.07%) Machine Learning
13 122 (18.07%) AWS
14 118 (17.48%) DevOps
15 116 (17.19%) Visualisation
16 115 (17.04%) ETL
17 111 (16.44%) Microsoft
18 92 (13.63%) Data Engineering
18 92 (13.63%) Tableau
19 91 (13.48%) Software Engineering
20 90 (13.33%) Degree
21 89 (13.19%) C#
22 85 (12.59%) Java
22 85 (12.59%) Data Lake
23 83 (12.30%) Big Data
23 83 (12.30%) Data Management
23 83 (12.30%) Snowflake

Analytics
Co-occurring IT Skills in the City of London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 50 (7.41%) Apache Spark
2 37 (5.48%) SAS
3 14 (2.07%) CMS
4 11 (1.63%) Adobe Experience Manager
4 11 (1.63%) Confluence
4 11 (1.63%) Drupal
4 11 (1.63%) Headless CMS
5 10 (1.48%) Apache
5 10 (1.48%) Apache Airflow
6 9 (1.33%) Elasticsearch
7 8 (1.19%) SharePoint
8 3 (0.44%) Apache Pig
8 3 (0.44%) IIS
9 2 (0.30%) Jupyter
9 2 (0.30%) WordPress
10 1 (0.15%) Luigi
10 1 (0.15%) Sitecore CMS
10 1 (0.15%) Skype for Business
10 1 (0.15%) Tomcat
Applications
1 41 (6.07%) Microsoft Excel
2 19 (2.81%) Microsoft Office
3 10 (1.48%) Sketch
4 8 (1.19%) Microsoft PowerPoint
5 7 (1.04%) Microsoft Project
6 3 (0.44%) MS Visio
7 1 (0.15%) Adobe Illustrator
7 1 (0.15%) Camtasia
7 1 (0.15%) Chatbot
7 1 (0.15%) Photoshop
7 1 (0.15%) UserZoom
Business Applications
1 2 (0.30%) Dynamics CRM
1 2 (0.30%) PeopleSoft Financials
1 2 (0.30%) Relativity
1 2 (0.30%) SAP ERP
1 2 (0.30%) SAP MDG
1 2 (0.30%) SAP MDM
1 2 (0.30%) SAP S/4HANA
2 1 (0.15%) SAP PSCD
2 1 (0.15%) Workday HCM
Cloud Services
1 192 (28.44%) Azure
2 133 (19.70%) Power Platform
3 122 (18.07%) AWS
4 83 (12.30%) Snowflake
5 54 (8.00%) SaaS
6 47 (6.96%) GCP
7 41 (6.07%) Azure Data Factory
8 29 (4.30%) Azure Synapse Analytics
9 28 (4.15%) GitHub
10 22 (3.26%) Azure Cosmos DB
11 20 (2.96%) Google Analytics
12 16 (2.37%) Amazon S3
12 16 (2.37%) Matillion
12 16 (2.37%) Serverless
13 15 (2.22%) Adobe Analytics
14 12 (1.78%) PaaS
15 11 (1.63%) Figma
16 9 (1.33%) Amazon EMR
16 9 (1.33%) AWS CloudFormation
16 9 (1.33%) Miro
Communications & Networking
1 11 (1.63%) Internet
2 4 (0.59%) Firewall
2 4 (0.59%) Network Security
3 3 (0.44%) DNS
3 3 (0.44%) WebEx
4 2 (0.30%) Broadband
4 2 (0.30%) FTP
4 2 (0.30%) Telnet
5 1 (0.15%) AMQP
5 1 (0.15%) Bluetooth
5 1 (0.15%) iSCSI
5 1 (0.15%) LAN
5 1 (0.15%) NAS
5 1 (0.15%) SAN
5 1 (0.15%) Skype
5 1 (0.15%) VoIP
5 1 (0.15%) VPN
5 1 (0.15%) WAN
Database & Business Intelligence
1 156 (23.11%) Data Warehouse
2 133 (19.70%) Power BI
3 92 (13.63%) Tableau
4 85 (12.59%) Data Lake
5 83 (12.30%) Big Data
6 70 (10.37%) Relational Database
7 52 (7.70%) SQL Server
8 50 (7.41%) NoSQL
9 46 (6.81%) Hadoop
10 43 (6.37%) Amazon Redshift
11 41 (6.07%) MySQL
12 38 (5.63%) Metadata
13 31 (4.59%) RDBMS
14 29 (4.30%) PostgreSQL
14 29 (4.30%) SQL Server Integration Services
15 21 (3.11%) Apache Hive
16 19 (2.81%) SQL Server Reporting Services
17 18 (2.67%) OLTP
18 16 (2.37%) Power Query
19 14 (2.07%) Azure SQL Database
Development Applications
1 45 (6.67%) JIRA
2 20 (2.96%) Git (software)
3 15 (2.22%) Jenkins
4 13 (1.93%) PowerDesigner
4 13 (1.93%) Selenium
5 12 (1.78%) ER Studio
5 12 (1.78%) ERwin
6 11 (1.63%) TeamCity
7 10 (1.48%) Octopus Deploy
8 9 (1.33%) NUnit
9 7 (1.04%) GitLab
9 7 (1.04%) Visual Studio Team System
10 5 (0.74%) Atlassian Bamboo
10 5 (0.74%) Vagrant
11 4 (0.59%) Cypress.io
12 3 (0.44%) Cucumber
12 3 (0.44%) Moq
12 3 (0.44%) Postman
12 3 (0.44%) Team Foundation Server
12 3 (0.44%) Visual Studio
General
1 171 (25.33%) Finance
2 163 (24.15%) Social Skills
3 133 (19.70%) Analytical Skills
4 79 (11.70%) Marketing
5 64 (9.48%) Advertising
6 46 (6.81%) Retail
7 39 (5.78%) Banking
8 28 (4.15%) Law
9 23 (3.41%) Public Sector
10 19 (2.81%) Influencing Skills
11 18 (2.67%) Legal
12 16 (2.37%) Games
13 12 (1.78%) Front Office
14 11 (1.63%) Back Office
14 11 (1.63%) Local Government
14 11 (1.63%) Manufacturing
14 11 (1.63%) Pharmaceutical
14 11 (1.63%) Presentation Skills
15 9 (1.33%) Organisational Skills
16 8 (1.19%) Inclusion and Diversity
Job Titles
1 114 (16.89%) Developer
2 100 (14.81%) Data Engineer
3 99 (14.67%) Analyst
4 49 (7.26%) Data Analyst
5 43 (6.37%) Architect
6 38 (5.63%) Data Manager
7 37 (5.48%) C# Developer
8 33 (4.89%) Consultant
9 30 (4.44%) Senior Analyst
10 27 (4.00%) Engagement Manager
11 26 (3.85%) Senior Developer
12 25 (3.70%) Analytics Developer
12 25 (3.70%) Project Manager
13 24 (3.56%) DevOps Engineer
14 23 (3.41%) Senior Data Engineer
15 22 (3.26%) Azure Engineer
16 21 (3.11%) Data Architect
16 21 (3.11%) Product Manager
17 20 (2.96%) Business Intelligence Developer
17 20 (2.96%) Data Scientist
Libraries, Frameworks & Software Standards
1 63 (9.33%) .NET
2 40 (5.93%) HTML
3 38 (5.63%) React
4 33 (4.89%) .NET Core
5 30 (4.44%) CSS
6 22 (3.26%) HTML5
6 22 (3.26%) REST
7 21 (3.11%) Kafka
7 21 (3.11%) PySpark
8 18 (2.67%) AngularJS
9 14 (2.07%) XML
10 12 (1.78%) Redux
10 12 (1.78%) Sass
11 11 (1.63%) Spark Streaming
12 10 (1.48%) Web Services
13 9 (1.33%) ASP.NET
13 9 (1.33%) ASP.NET Core
13 9 (1.33%) LESS
14 7 (1.04%) ASP.NET Web API
14 7 (1.04%) Spring Boot
Miscellaneous
1 50 (7.41%) Greenfield Project
2 47 (6.96%) User Experience
3 29 (4.30%) Virtual Team
4 24 (3.56%) Data Structures
5 18 (2.67%) Hedge funds
6 17 (2.52%) IoT
7 15 (2.22%) Cloud Native
7 15 (2.22%) Social Media
8 14 (2.07%) Algorithms
9 13 (1.93%) Self-Motivation
10 12 (1.78%) NHS
11 11 (1.63%) Derivative
12 10 (1.48%) Reinsurance
12 10 (1.48%) Replication
13 9 (1.33%) Graphic Design
13 9 (1.33%) Management Information System
13 9 (1.33%) Reference Data
14 8 (1.19%) Equities
14 8 (1.19%) Life Science
15 7 (1.04%) Marketing Technology
Operating Systems
1 35 (5.19%) Linux
1 35 (5.19%) Unix
2 9 (1.33%) Windows
3 5 (0.74%) Windows Server
4 4 (0.59%) Apple iOS
5 3 (0.44%) Android
6 1 (0.15%) CentOS
6 1 (0.15%) Windows 10
6 1 (0.15%) Windows Server 2016
6 1 (0.15%) Windows Server 2019
Processes & Methodologies
1 211 (31.26%) Data Analytics
2 200 (29.63%) Agile
3 195 (28.89%) Business Intelligence
4 150 (22.22%) Data Science
5 149 (22.07%) Data Modelling
6 122 (18.07%) Machine Learning
7 118 (17.48%) DevOps
8 116 (17.19%) Visualisation
9 115 (17.04%) ETL
10 92 (13.63%) Data Engineering
11 91 (13.48%) Software Engineering
12 83 (12.30%) Data Management
13 77 (11.41%) Project Management
14 74 (10.96%) Problem-Solving
15 71 (10.52%) CI/CD
16 68 (10.07%) Data Integration
16 68 (10.07%) Data Visualisation
17 67 (9.93%) Data Analysis
17 67 (9.93%) Data Pipeline
18 66 (9.78%) Test Automation
Programming Languages
1 328 (48.59%) SQL
2 224 (33.19%) Python
3 89 (13.19%) C#
4 85 (12.59%) Java
5 71 (10.52%) JavaScript
6 40 (5.93%) T-SQL
7 29 (4.30%) Scala
8 28 (4.15%) R
9 21 (3.11%) PL/SQL
10 20 (2.96%) PowerShell
11 14 (2.07%) ANSI SQL
12 11 (1.63%) VBA
13 9 (1.33%) C++
14 8 (1.19%) TypeScript
14 8 (1.19%) XMLA
15 7 (1.04%) Data Analysis Expressions (DAX)
15 7 (1.04%) HiveQL
15 7 (1.04%) Perl
15 7 (1.04%) Shell Script
16 6 (0.89%) Ruby
Qualifications
1 90 (13.33%) Degree
2 22 (3.26%) Security Cleared
3 14 (2.07%) Computer Science Degree
4 13 (1.93%) Master's Degree
4 13 (1.93%) SC Cleared
5 11 (1.63%) PhD
6 8 (1.19%) Microsoft Certification
7 3 (0.44%) DV Cleared
8 2 (0.30%) AWS Certification
8 2 (0.30%) CBAP
8 2 (0.30%) CISSP
8 2 (0.30%) CSSLP
8 2 (0.30%) ITIL Certification
8 2 (0.30%) Numerate Degree
9 1 (0.15%) APMG
9 1 (0.15%) CCA
9 1 (0.15%) ISTQB
9 1 (0.15%) MBA
9 1 (0.15%) PRINCE2 Practitioner
9 1 (0.15%) SAS Certification
Quality Assurance & Compliance
1 80 (11.85%) Data Quality
2 50 (7.41%) QA
3 11 (1.63%) Accessibility
4 10 (1.48%) SLA
5 9 (1.33%) WCAG
6 8 (1.19%) GDPR
7 4 (0.59%) PMO
8 2 (0.30%) IFRS
8 2 (0.30%) ISO/IEC 27001
8 2 (0.30%) PSD2
8 2 (0.30%) Sarbanes-Oxley
8 2 (0.30%) Solvency II
9 1 (0.15%) Cyber Essentials
9 1 (0.15%) Cyber Essentials PLUS
9 1 (0.15%) IFRS 9
9 1 (0.15%) MiFID
9 1 (0.15%) NIST
System Software
1 36 (5.33%) Docker
2 7 (1.04%) HDFS
3 4 (0.59%) VirtualBox
4 3 (0.44%) Active Directory
4 3 (0.44%) Apache Flume
5 2 (0.30%) LXC
5 2 (0.30%) VMware Infrastructure
6 1 (0.15%) Virtual Desktop
6 1 (0.15%) vSphere
6 1 (0.15%) XenApp
6 1 (0.15%) XenDesktop
Systems Management
1 42 (6.22%) Terraform
2 39 (5.78%) Kubernetes
3 14 (2.07%) Ansible
4 4 (0.59%) Docker Swarm
4 4 (0.59%) Puppet
5 2 (0.30%) Grafana
5 2 (0.30%) Kubeflow
5 2 (0.30%) Opscode Chef
5 2 (0.30%) SCCM
6 1 (0.15%) Control-M
6 1 (0.15%) HP Fortify
6 1 (0.15%) Microsoft Intune
6 1 (0.15%) Packer
6 1 (0.15%) Prometheus
6 1 (0.15%) Rundeck
6 1 (0.15%) WSUS
Vendors
1 111 (16.44%) Microsoft
2 54 (8.00%) Oracle
3 53 (7.85%) Databricks
4 41 (6.07%) Informatica
5 36 (5.33%) Google
6 28 (4.15%) Talend
7 21 (3.11%) SAP
8 18 (2.67%) Adobe
9 13 (1.93%) Salesforce.com
10 9 (1.33%) Alteryx
10 9 (1.33%) NEC
11 8 (1.19%) Cognos
11 8 (1.19%) IBM
11 8 (1.19%) MicroStrategy
12 7 (1.04%) Cloudera
13 6 (0.89%) Hortonworks
14 5 (0.74%) Atlassian
15 4 (0.59%) Workday
16 3 (0.44%) GoldenSource
16 3 (0.44%) Guidewire