Period
to

The following table provides summary statistics for permanent job vacancies advertised in Central 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 18 May 2022 with a comparison to the same period in the previous 2 years.

Analytics
London > Central London
6 months to
18 May 2022
Same period 2021 Same period 2020
Rank 17 24 30
Rank change year-on-year +7 +6 -5
Permanent jobs citing Analytics 767 551 740
As % of all permanent jobs advertised in Central London 9.34% 9.10% 8.07%
As % of the Processes & Methodologies category 9.86% 9.57% 8.55%
Number of salaries quoted 634 457 626
10th Percentile £47,500 £45,000 £42,500
25th Percentile £55,000 £52,500 £53,750
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - +3.70%
75th Percentile £87,500 £86,250 £88,438
90th Percentile £110,000 £100,000 £113,750
London median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +7.69%

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 Central London with a requirement for process or methodology skills.

All Process and Methodology Skills
Central London
Permanent vacancies with a requirement for process or methodology skills 7,775 5,758 8,657
As % of all permanent IT jobs advertised in Central London 94.70% 95.11% 94.36%
Number of salaries quoted 6,328 5,146 7,614
10th Percentile £45,000 £43,750 £40,000
25th Percentile £56,250 £53,750 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £93,750 £88,750 £85,000
90th Percentile £108,750 £105,000 £100,000
London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +3.85%

Analytics
Job Vacancy Trend in Central London

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

Job vacancy trend for Analytics in Central London

Analytics
Salary Trend in Central London

3-month moving average salary quoted in jobs citing Analytics in Central London.

Salary trend for Analytics in Central London

Analytics
Salary Histogram in Central London

Salary distribution for jobs citing Analytics in Central London over the 6 months to 18 May 2022.

Salary histogram for Analytics in Central London

Analytics
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 Analytics within the Central London region over the 6 months to 18 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
City of London +10 687 £70,000 - 116
West End of London +8 13 £75,000 +25.00% 1
City of Westminster -10 12 £43,750 +19.86% 1
Lambeth - 7 £29,000 -
Southwark -6 5 £81,250 +1.56%
Camden -8 3 £81,250 -1.52%
Kensington and Chelsea - 1 - -
Analytics
London

For the 6 months to 18 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 Central London region with a requirement for Analytics.

1 373 (48.63%) SQL
2 251 (32.72%) Python
2 251 (32.72%) Data Analytics
3 217 (28.29%) Agile
4 216 (28.16%) Azure
5 207 (26.99%) Business Intelligence
6 205 (26.73%) Finance
7 191 (24.90%) Social Skills
8 170 (22.16%) Data Warehouse
9 156 (20.34%) Data Modelling
9 156 (20.34%) Data Science
10 144 (18.77%) Power Platform
11 143 (18.64%) Power BI
12 141 (18.38%) Analytical Skills
12 141 (18.38%) AWS
13 132 (17.21%) Microsoft
14 126 (16.43%) DevOps
15 125 (16.30%) ETL
16 124 (16.17%) Visualisation
17 123 (16.04%) Machine Learning
18 113 (14.73%) Degree
19 110 (14.34%) C#
20 106 (13.82%) Software Engineering
21 99 (12.91%) Data Engineering
22 97 (12.65%) Tableau
23 96 (12.52%) Java
24 95 (12.39%) Big Data
25 91 (11.86%) JavaScript
26 89 (11.60%) Data Management
27 88 (11.47%) Marketing

Analytics
Co-occurring IT Skills in Central 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 56 (7.30%) Apache Spark
2 40 (5.22%) SAS
3 22 (2.87%) CMS
4 13 (1.69%) Confluence
5 11 (1.43%) Adobe Experience Manager
5 11 (1.43%) Apache
5 11 (1.43%) Apache Airflow
5 11 (1.43%) Drupal
5 11 (1.43%) Headless CMS
6 9 (1.17%) Elasticsearch
7 8 (1.04%) SharePoint
8 5 (0.65%) Sitecore CMS
9 3 (0.39%) Apache Pig
9 3 (0.39%) IIS
10 2 (0.26%) Jupyter
10 2 (0.26%) WordPress
11 1 (0.13%) Luigi
11 1 (0.13%) Skype for Business
11 1 (0.13%) Tomcat
11 1 (0.13%) Umbraco
Applications
1 59 (7.69%) Microsoft Excel
2 24 (3.13%) Microsoft Office
3 10 (1.30%) Sketch
4 8 (1.04%) Microsoft PowerPoint
5 7 (0.91%) Microsoft Project
6 3 (0.39%) MS Visio
6 3 (0.39%) SPSS
7 2 (0.26%) Stata
8 1 (0.13%) Adobe Illustrator
8 1 (0.13%) Camtasia
8 1 (0.13%) Chatbot
8 1 (0.13%) Photoshop
8 1 (0.13%) Spreadsheet
8 1 (0.13%) UserZoom
Business Applications
1 5 (0.65%) Dynamics CRM
2 4 (0.52%) SAP S/4HANA
3 3 (0.39%) SAP ERP
4 2 (0.26%) PeopleSoft Financials
4 2 (0.26%) SAP MDG
4 2 (0.26%) SAP MDM
4 2 (0.26%) Sparx Enterprise Architect
5 1 (0.13%) Relativity
5 1 (0.13%) SAP Business One
5 1 (0.13%) SAP PSCD
5 1 (0.13%) Workday HCM
Cloud Services
1 216 (28.16%) Azure
2 144 (18.77%) Power Platform
3 141 (18.38%) AWS
4 88 (11.47%) Snowflake
5 63 (8.21%) SaaS
6 51 (6.65%) GCP
7 43 (5.61%) Azure Data Factory
8 31 (4.04%) GitHub
9 30 (3.91%) Azure Synapse Analytics
10 28 (3.65%) Google Analytics
11 25 (3.26%) Azure Cosmos DB
12 18 (2.35%) Serverless
13 17 (2.22%) Amazon S3
14 16 (2.09%) Matillion
15 15 (1.96%) Adobe Analytics
16 12 (1.56%) PaaS
17 11 (1.43%) Figma
18 10 (1.30%) Google Ads
18 10 (1.30%) Microsoft 365
19 9 (1.17%) AWS CloudFormation
Communications & Networking
1 14 (1.83%) Internet
2 5 (0.65%) Firewall
3 4 (0.52%) Network Security
4 3 (0.39%) DNS
4 3 (0.39%) WebEx
5 2 (0.26%) Broadband
5 2 (0.26%) Cisco IPT
5 2 (0.26%) FTP
5 2 (0.26%) Telnet
5 2 (0.26%) VPN
6 1 (0.13%) AMQP
6 1 (0.13%) Bluetooth
6 1 (0.13%) iSCSI
6 1 (0.13%) LAN
6 1 (0.13%) NAS
6 1 (0.13%) SAN
6 1 (0.13%) Skype
6 1 (0.13%) VoIP
6 1 (0.13%) WAN
6 1 (0.13%) Wi-Fi
Database & Business Intelligence
1 170 (22.16%) Data Warehouse
2 143 (18.64%) Power BI
3 97 (12.65%) Tableau
4 95 (12.39%) Big Data
5 88 (11.47%) Data Lake
6 71 (9.26%) Relational Database
7 57 (7.43%) NoSQL
7 57 (7.43%) SQL Server
8 50 (6.52%) Hadoop
9 48 (6.26%) Amazon Redshift
10 45 (5.87%) MySQL
11 39 (5.08%) Metadata
12 34 (4.43%) SQL Server Integration Services
13 32 (4.17%) RDBMS
14 31 (4.04%) PostgreSQL
15 23 (3.00%) Apache Hive
15 23 (3.00%) SQL Server Reporting Services
16 19 (2.48%) OLTP
17 17 (2.22%) Power Query
18 15 (1.96%) SAS Enterprise Guide
Development Applications
1 48 (6.26%) JIRA
2 24 (3.13%) Git (software)
3 15 (1.96%) Jenkins
4 13 (1.69%) ER Studio
4 13 (1.69%) ERwin
4 13 (1.69%) PowerDesigner
4 13 (1.69%) Selenium
5 11 (1.43%) TeamCity
6 10 (1.30%) NUnit
6 10 (1.30%) Octopus Deploy
7 8 (1.04%) Visual Studio Team System
7 8 (1.04%) webpack
8 7 (0.91%) GitLab
9 5 (0.65%) Atlassian Bamboo
9 5 (0.65%) Vagrant
10 4 (0.52%) Cypress.io
11 3 (0.39%) Cucumber
11 3 (0.39%) Subversion
11 3 (0.39%) Team Foundation Server
11 3 (0.39%) Visual Studio
General
1 205 (26.73%) Finance
2 191 (24.90%) Social Skills
3 141 (18.38%) Analytical Skills
4 88 (11.47%) Marketing
5 69 (9.00%) Advertising
6 47 (6.13%) Retail
7 42 (5.48%) Banking
8 28 (3.65%) Law
9 24 (3.13%) Public Sector
10 22 (2.87%) Legal
11 20 (2.61%) Influencing Skills
12 17 (2.22%) Games
13 13 (1.69%) Inclusion and Diversity
14 12 (1.56%) Back Office
14 12 (1.56%) Manufacturing
15 11 (1.43%) Front Office
15 11 (1.43%) Local Government
15 11 (1.43%) Pharmaceutical
15 11 (1.43%) Presentation Skills
16 10 (1.30%) Financial Institution
Job Titles
1 143 (18.64%) Developer
2 122 (15.91%) Analyst
3 104 (13.56%) Data Engineer
4 59 (7.69%) Architect
5 56 (7.30%) Data Analyst
6 46 (6.00%) C# Developer
7 40 (5.22%) Data Manager
8 35 (4.56%) Consultant
9 31 (4.04%) Analytics Developer
9 31 (4.04%) Senior Analyst
10 27 (3.52%) Engagement Manager
10 27 (3.52%) Senior Developer
11 26 (3.39%) Data Architect
12 25 (3.26%) DevOps Engineer
13 24 (3.13%) Azure Engineer
13 24 (3.13%) Project Manager
13 24 (3.13%) React Developer
13 24 (3.13%) Senior Data Engineer
13 24 (3.13%) Solutions Architect
14 22 (2.87%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 77 (10.04%) .NET
2 63 (8.21%) React
3 59 (7.69%) HTML
4 43 (5.61%) .NET Core
5 40 (5.22%) CSS
6 33 (4.30%) AngularJS
7 30 (3.91%) Kafka
8 25 (3.26%) HTML5
9 22 (2.87%) REST
10 20 (2.61%) PySpark
10 20 (2.61%) Redux
11 15 (1.96%) XML
12 13 (1.69%) Sass
13 11 (1.43%) Web Services
14 10 (1.30%) LESS
14 10 (1.30%) Spark Streaming
15 9 (1.17%) ASP.NET
15 9 (1.17%) ASP.NET Core
16 8 (1.04%) .NET Framework
16 8 (1.04%) ASP.NET Web API
Miscellaneous
1 50 (6.52%) Greenfield Project
2 49 (6.39%) User Experience
3 28 (3.65%) Virtual Team
4 25 (3.26%) Data Structures
5 23 (3.00%) Cloud Native
6 22 (2.87%) Hedge funds
7 21 (2.74%) IoT
7 21 (2.74%) Social Media
8 20 (2.61%) Self-Motivation
9 19 (2.48%) Credit Risk
10 14 (1.83%) Algorithms
11 13 (1.69%) Equities
12 12 (1.56%) Management Information System
12 12 (1.56%) NHS
13 11 (1.43%) Derivative
13 11 (1.43%) Reinsurance
14 10 (1.30%) Reference Data
15 9 (1.17%) Graphic Design
15 9 (1.17%) Replication
16 8 (1.04%) Life Science
Operating Systems
1 37 (4.82%) Linux
1 37 (4.82%) Unix
2 12 (1.56%) Windows
3 5 (0.65%) Windows Server
4 4 (0.52%) Apple iOS
5 3 (0.39%) Android
6 2 (0.26%) Windows Server 2012
7 1 (0.13%) CentOS
7 1 (0.13%) Windows 10
7 1 (0.13%) Windows Server 2016
7 1 (0.13%) Windows Server 2019
Processes & Methodologies
1 251 (32.72%) Data Analytics
2 217 (28.29%) Agile
3 207 (26.99%) Business Intelligence
4 156 (20.34%) Data Modelling
4 156 (20.34%) Data Science
5 126 (16.43%) DevOps
6 125 (16.30%) ETL
7 124 (16.17%) Visualisation
8 123 (16.04%) Machine Learning
9 106 (13.82%) Software Engineering
10 99 (12.91%) Data Engineering
11 89 (11.60%) Data Management
12 78 (10.17%) CI/CD
13 77 (10.04%) Project Management
14 75 (9.78%) Data Analysis
14 75 (9.78%) Problem-Solving
15 71 (9.26%) Data Integration
15 71 (9.26%) Data Visualisation
16 69 (9.00%) Data Pipeline
17 68 (8.87%) Mathematics
Programming Languages
1 373 (48.63%) SQL
2 251 (32.72%) Python
3 110 (14.34%) C#
4 96 (12.52%) Java
5 91 (11.86%) JavaScript
6 42 (5.48%) T-SQL
7 35 (4.56%) Scala
8 34 (4.43%) R
9 30 (3.91%) TypeScript
10 23 (3.00%) PL/SQL
10 23 (3.00%) PowerShell
11 22 (2.87%) VBA
12 15 (1.96%) ANSI SQL
13 11 (1.43%) Ruby
14 9 (1.17%) C++
14 9 (1.17%) Go
15 8 (1.04%) HiveQL
15 8 (1.04%) XMLA
16 7 (0.91%) Data Analysis Expressions (DAX)
16 7 (0.91%) Perl
Qualifications
1 113 (14.73%) Degree
2 25 (3.26%) Security Cleared
3 23 (3.00%) Computer Science Degree
4 16 (2.09%) SC Cleared
5 13 (1.69%) Master's Degree
6 10 (1.30%) PhD
7 9 (1.17%) Microsoft Certification
8 4 (0.52%) CISSP
9 3 (0.39%) AWS Certification
9 3 (0.39%) DV Cleared
10 2 (0.26%) (ISC)2 CCSP
10 2 (0.26%) CBAP
10 2 (0.26%) Cisco Certification
10 2 (0.26%) CSSLP
10 2 (0.26%) ITIL Certification
10 2 (0.26%) Numerate Degree
11 1 (0.13%) CCA
11 1 (0.13%) SAS Certification
11 1 (0.13%) Tableau Certification
11 1 (0.13%) TOGAF Certification
Quality Assurance & Compliance
1 81 (10.56%) Data Quality
2 51 (6.65%) QA
3 12 (1.56%) Accessibility
4 11 (1.43%) SLA
5 9 (1.17%) WCAG
6 8 (1.04%) GDPR
7 4 (0.52%) PMO
8 2 (0.26%) IFRS
8 2 (0.26%) ISO/IEC 27001
8 2 (0.26%) PSD2
8 2 (0.26%) Sarbanes-Oxley
8 2 (0.26%) Solvency II
9 1 (0.13%) Cyber Essentials
9 1 (0.13%) Cyber Essentials PLUS
9 1 (0.13%) IFRS 9
9 1 (0.13%) MiFID
9 1 (0.13%) NIST
System Software
1 49 (6.39%) Docker
2 8 (1.04%) HDFS
3 4 (0.52%) VirtualBox
3 4 (0.52%) VMware Infrastructure
4 3 (0.39%) Active Directory
4 3 (0.39%) Apache Flume
5 2 (0.26%) Citrix Hypervisor
5 2 (0.26%) LXC
5 2 (0.26%) Virtual Servers
5 2 (0.26%) VMware Server
6 1 (0.13%) Virtual Desktop
6 1 (0.13%) vSphere
6 1 (0.13%) XenApp
6 1 (0.13%) XenDesktop
Systems Management
1 51 (6.65%) Kubernetes
2 43 (5.61%) Terraform
3 14 (1.83%) Ansible
4 4 (0.52%) Docker Swarm
4 4 (0.52%) Opscode Chef
4 4 (0.52%) Puppet
5 3 (0.39%) Microsoft Intune
6 2 (0.26%) Grafana
6 2 (0.26%) SCCM
7 1 (0.13%) Control-M
7 1 (0.13%) HP Fortify
7 1 (0.13%) Kubeflow
7 1 (0.13%) Packer
7 1 (0.13%) Prometheus
7 1 (0.13%) Rundeck
7 1 (0.13%) WSUS
Vendors
1 132 (17.21%) Microsoft
2 56 (7.30%) Databricks
2 56 (7.30%) Oracle
3 53 (6.91%) Google
4 44 (5.74%) Informatica
5 29 (3.78%) Talend
6 23 (3.00%) SAP
7 18 (2.35%) Salesforce.com
8 17 (2.22%) Adobe
9 10 (1.30%) Facebook
10 9 (1.17%) Alteryx
10 9 (1.17%) Cognos
10 9 (1.17%) MicroStrategy
10 9 (1.17%) NEC
11 8 (1.04%) IBM
12 7 (0.91%) Cloudera
13 6 (0.78%) Hortonworks
14 5 (0.65%) Atlassian
14 5 (0.65%) Sitecore
15 4 (0.52%) VMware