Period
to 20 October 2021

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 20 October 2021 with a comparison to the same period in the previous 2 years.

Analytics
London > Central London
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 15 27 27
Rank change year-on-year +12 0 +12
Permanent jobs citing Analytics 796 335 1,065
As % of all permanent jobs advertised in Central London 11.65% 8.01% 8.46%
As % of the Processes & Methodologies category 12.38% 8.52% 9.04%
Number of salaries quoted 710 272 937
10th Percentile £42,500 £41,250 £41,250
25th Percentile £52,500 £52,500 £50,125
Median annual salary (50th Percentile) £70,000 £69,250 £67,500
Median % change year-on-year +1.08% +2.59% +3.85%
75th Percentile £87,500 £87,500 £85,000
90th Percentile £100,000 £102,500 £105,000
London median annual salary £70,000 £70,000 £65,500
% change year-on-year - +6.87% +0.77%

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 6,432 3,931 11,786
As % of all permanent IT jobs advertised in Central London 94.13% 94.04% 93.61%
Number of salaries quoted 5,738 3,449 10,442
10th Percentile £42,500 £43,750 £37,500
25th Percentile £55,000 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £85,000 £82,500
90th Percentile £105,000 £100,000 £95,000
London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +4.00%

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 20 October 2021.

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 20 October 2021. 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
Job
Vacancies
City of London +14 706 £72,500 +3.57% 206
City of Westminster +5 37 £37,500 -40.00% 3
West End of London +5 36 £37,500 -40.00% 4
Camden - 6 £55,000 - 1
Kensington and Chelsea - 2 £54,532 -
Southwark -3 1 - -
Lambeth - 1 - -
Analytics
London

For the 6 months to 20 October 2021, 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.

1 322 (40.45%) SQL
2 292 (36.68%) Python
3 236 (29.65%) Azure
4 227 (28.52%) Business Intelligence
5 221 (27.76%) Finance
6 219 (27.51%) Agile Software Development
7 202 (25.38%) AWS
8 199 (25.00%) Data Analytics
9 149 (18.72%) Data Warehouse
10 146 (18.34%) Power Platform
11 144 (18.09%) Power BI
12 142 (17.84%) ETL
13 138 (17.34%) Java
13 138 (17.34%) Social Skills
14 134 (16.83%) Data Modelling
15 130 (16.33%) Microsoft
16 127 (15.95%) Analytical Skills
17 123 (15.45%) Software Engineering
18 120 (15.08%) Data Science
19 111 (13.94%) Big Data
20 105 (13.19%) Data Engineering
20 105 (13.19%) Visualisation
21 104 (13.07%) Degree
22 97 (12.19%) DevOps
23 88 (11.06%) Apache Spark
24 85 (10.68%) Data Lake
25 83 (10.43%) JavaScript
26 80 (10.05%) Problem-Solving
27 78 (9.80%) C#
28 77 (9.67%) R

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 88 (11.06%) Apache Spark
2 37 (4.65%) SharePoint
3 26 (3.27%) SAS
4 16 (2.01%) Apache
5 13 (1.63%) CMS
6 12 (1.51%) Apache Airflow
7 8 (1.01%) Elasticsearch
8 6 (0.75%) Drupal
8 6 (0.75%) IBM HTTP Server
9 4 (0.50%) Exchange Server 2010
9 4 (0.50%) Exchange Server 2013
9 4 (0.50%) MS Exchange
9 4 (0.50%) Sitecore CMS
9 4 (0.50%) WordPress
10 3 (0.38%) Apache Pig
11 2 (0.25%) Confluence
11 2 (0.25%) Headless CMS
11 2 (0.25%) Jupyter
11 2 (0.25%) OpenStack
11 2 (0.25%) Umbraco
Applications
1 62 (7.79%) Microsoft Excel
2 23 (2.89%) MS Visio
3 16 (2.01%) Microsoft Office
4 12 (1.51%) Chatbot
4 12 (1.51%) Spreadsheet
5 7 (0.88%) OmniGraffle
6 6 (0.75%) SPSS
7 3 (0.38%) Figma
7 3 (0.38%) Microsoft PowerPoint
7 3 (0.38%) Sketch
8 2 (0.25%) Microsoft Project
9 1 (0.13%) UserZoom
9 1 (0.13%) Zeplin
Business Applications
1 10 (1.26%) Shopify
2 4 (0.50%) Dynamics CRM
2 4 (0.50%) Sentinel
3 3 (0.38%) Workday HCM
4 2 (0.25%) Q-Pulse
5 1 (0.13%) IBM Planning Analytics
5 1 (0.13%) Oracle ERP
5 1 (0.13%) Oracle Financials
5 1 (0.13%) Oracle Procure-to-Pay
5 1 (0.13%) SAP BPC
5 1 (0.13%) SAP GRC
5 1 (0.13%) SAP Oil and Gas
5 1 (0.13%) SAP S/4HANA
Cloud Services
1 236 (29.65%) Azure
2 202 (25.38%) AWS
3 146 (18.34%) Power Platform
4 73 (9.17%) GCP
5 59 (7.41%) Microsoft 365
6 45 (5.65%) SaaS
7 39 (4.90%) Serverless
8 36 (4.52%) Azure Data Factory
9 35 (4.40%) Google Analytics
10 33 (4.15%) PowerApps
11 31 (3.89%) AWS Lambda
12 27 (3.39%) Amazon S3
12 27 (3.39%) Snowflake
13 23 (2.89%) Azure Synapse Analytics
13 23 (2.89%) Power Automate
14 14 (1.76%) AWS CloudFormation
14 14 (1.76%) GitHub
15 13 (1.63%) Amazon EC2
16 12 (1.51%) Azure Logic Apps
16 12 (1.51%) Google Ads
Communications & Networking
1 10 (1.26%) Extranet
2 8 (1.01%) DSL
3 6 (0.75%) Intranet
4 5 (0.63%) AMQP
5 4 (0.50%) Firewall
6 3 (0.38%) Broadband
6 3 (0.38%) DNS
6 3 (0.38%) SMS
6 3 (0.38%) SSL
7 2 (0.25%) 5G
7 2 (0.25%) Cisco IPT
7 2 (0.25%) HTTP
7 2 (0.25%) Internet
7 2 (0.25%) Intrusion Detection
7 2 (0.25%) Network Security
8 1 (0.13%) BGP
8 1 (0.13%) Multicast
8 1 (0.13%) OSPF
8 1 (0.13%) SSH
8 1 (0.13%) TCP/IP
Database & Business Intelligence
1 149 (18.72%) Data Warehouse
2 144 (18.09%) Power BI
3 111 (13.94%) Big Data
4 85 (10.68%) Data Lake
5 70 (8.79%) SQL Server
6 61 (7.66%) Tableau
7 57 (7.16%) Hadoop
8 50 (6.28%) SQL Server Integration Services
9 49 (6.16%) Amazon Redshift
10 42 (5.28%) SQL Server Reporting Services
11 41 (5.15%) SQL Server Analysis Services
12 33 (4.15%) Relational Database
13 31 (3.89%) Looker
14 30 (3.77%) NoSQL
15 27 (3.39%) BigQuery
16 25 (3.14%) Azure SQL Database
17 20 (2.51%) PostgreSQL
18 19 (2.39%) Apache Hive
19 17 (2.14%) Data Mining
19 17 (2.14%) MongoDB
Development Applications
1 38 (4.77%) Jenkins
1 38 (4.77%) JIRA
2 20 (2.51%) Spinnaker
3 18 (2.26%) Git (software)
4 15 (1.88%) Visual Studio
5 7 (0.88%) ER Studio
5 7 (0.88%) ERwin
6 6 (0.75%) Gradle
6 6 (0.75%) IntelliJ
6 6 (0.75%) Selenium
6 6 (0.75%) SQL Server Management Studio (SSMS)
7 5 (0.63%) Cucumber
8 4 (0.50%) Bitbucket
8 4 (0.50%) GDB
8 4 (0.50%) Grunt
8 4 (0.50%) Visual Studio Code
9 3 (0.38%) Cypress.io
9 3 (0.38%) Moq
9 3 (0.38%) NUnit
10 2 (0.25%) Ant
General
1 221 (27.76%) Finance
2 138 (17.34%) Social Skills
3 127 (15.95%) Analytical Skills
4 70 (8.79%) Marketing
5 55 (6.91%) Publishing
6 37 (4.65%) Advertising
7 32 (4.02%) Banking
8 29 (3.64%) Retail
9 23 (2.89%) Public Sector
10 22 (2.76%) Front Office
11 20 (2.51%) Games
11 20 (2.51%) Law
11 20 (2.51%) Presentation Skills
12 17 (2.14%) Legal
13 16 (2.01%) Investment Banking
14 15 (1.88%) Organisational Skills
15 10 (1.26%) Telecoms
16 6 (0.75%) Pharmaceutical
17 5 (0.63%) French Language
17 5 (0.63%) Retail Banking
Job Titles
1 138 (17.34%) Analyst
2 136 (17.09%) Developer
3 128 (16.08%) Data Engineer
4 58 (7.29%) Data Analyst
5 52 (6.53%) Architect
6 50 (6.28%) Software Engineer
7 42 (5.28%) Data Scientist
8 39 (4.90%) Senior Developer
9 29 (3.64%) Big Data Engineer
9 29 (3.64%) Consultant
9 29 (3.64%) Data Architect
10 28 (3.52%) Business Intelligence Developer
11 27 (3.39%) Business Intelligence Analyst
11 27 (3.39%) Java Engineer
11 27 (3.39%) Senior Data Engineer
12 25 (3.14%) AWS Engineer
12 25 (3.14%) Business Analyst
13 24 (3.02%) Data Analytics Engineer
14 23 (2.89%) Principal Engineer
15 20 (2.51%) Python Developer
Libraries, Frameworks & Software Standards
1 70 (8.79%) Kafka
2 65 (8.17%) .NET
3 61 (7.66%) HTML
4 57 (7.16%) React
5 54 (6.78%) CSS
6 32 (4.02%) .NET Core
6 32 (4.02%) jQuery
7 31 (3.89%) Web Services
8 30 (3.77%) HTML5
8 30 (3.77%) Node.js
9 24 (3.02%) ASP.NET Web API
10 21 (2.64%) AngularJS
10 21 (2.64%) ASP.NET
11 20 (2.51%) PySpark
12 16 (2.01%) Sass
13 15 (1.88%) RESTful
13 15 (1.88%) Spring
14 14 (1.76%) Redux
15 11 (1.38%) SQLAlchemy
16 8 (1.01%) Vue.js
Miscellaneous
1 50 (6.28%) User Experience
2 39 (4.90%) Algorithms
3 34 (4.27%) Management Information System
4 33 (4.15%) Data Structures
5 25 (3.14%) Derivative
5 25 (3.14%) Enterprise Software
5 25 (3.14%) Hedge funds
6 24 (3.02%) Social Media
7 16 (2.01%) Greenfield Project
7 16 (2.01%) Virtual Team
8 14 (1.76%) Data Centre
8 14 (1.76%) Mobile Games
9 10 (1.26%) Reinsurance
10 9 (1.13%) Client/Server
11 8 (1.01%) Cloud Native
11 8 (1.01%) Life Science
11 8 (1.01%) NHS
12 7 (0.88%) Analytical Mindset
12 7 (0.88%) Private Cloud
13 6 (0.75%) Credit Risk
Operating Systems
1 31 (3.89%) Windows
2 20 (2.51%) Linux
3 17 (2.14%) Unix
4 15 (1.88%) Windows Server 2012
5 9 (1.13%) Windows Server
6 7 (0.88%) Windows Server 2008
6 7 (0.88%) Windows Server 2016
7 6 (0.75%) Windows 10
8 2 (0.25%) Apple iOS
9 1 (0.13%) Android
9 1 (0.13%) DC/OS
9 1 (0.13%) Mac OS
9 1 (0.13%) Ubuntu
Processes & Methodologies
1 227 (28.52%) Business Intelligence
2 219 (27.51%) Agile Software Development
3 199 (25.00%) Data Analytics
4 142 (17.84%) ETL
5 134 (16.83%) Data Modelling
6 123 (15.45%) Software Engineering
7 120 (15.08%) Data Science
8 105 (13.19%) Data Engineering
8 105 (13.19%) Visualisation
9 97 (12.19%) DevOps
10 80 (10.05%) Problem-Solving
11 72 (9.05%) Data Management
11 72 (9.05%) Fintech
11 72 (9.05%) Full Stack Development
12 67 (8.42%) Machine Learning
13 62 (7.79%) TDD
14 59 (7.41%) Data Visualisation
15 58 (7.29%) Data Pipeline
16 57 (7.16%) Data Analysis
17 55 (6.91%) Mentoring
Programming Languages
1 322 (40.45%) SQL
2 292 (36.68%) Python
3 138 (17.34%) Java
4 83 (10.43%) JavaScript
5 78 (9.80%) C#
6 77 (9.67%) R
7 73 (9.17%) Scala
8 43 (5.40%) TypeScript
9 40 (5.03%) T-SQL
10 24 (3.02%) Go
11 18 (2.26%) Data Analysis Expressions (DAX)
12 17 (2.14%) VBA
13 16 (2.01%) C++
14 15 (1.88%) PowerShell
15 11 (1.38%) PL/SQL
16 10 (1.26%) Java 8
16 10 (1.26%) PHP
17 9 (1.13%) C
17 9 (1.13%) ES7
18 7 (0.88%) Clojure
Qualifications
1 104 (13.07%) Degree
2 20 (2.51%) Computer Science Degree
3 19 (2.39%) Master's Degree
4 11 (1.38%) SC Cleared
4 11 (1.38%) Security Cleared
5 8 (1.01%) CISSP
5 8 (1.01%) PhD
6 6 (0.75%) ISTQB
7 5 (0.63%) Numerate Degree
7 5 (0.63%) SAS Certification
8 4 (0.50%) CEH
8 4 (0.50%) CISA
8 4 (0.50%) Cisco Certification
8 4 (0.50%) CISM
8 4 (0.50%) IIBA
8 4 (0.50%) ISEB
8 4 (0.50%) ITIL Certification
8 4 (0.50%) OSCP
9 3 (0.38%) AWS Certification
9 3 (0.38%) TOGAF Certification
Quality Assurance & Compliance
1 62 (7.79%) Data Quality
2 26 (3.27%) QA
3 9 (1.13%) Accessibility
4 8 (1.01%) SLA
5 7 (0.88%) GDPR
6 6 (0.75%) Actionable Recommendations
7 5 (0.63%) ISO/IEC 27001
7 5 (0.63%) PMO
7 5 (0.63%) SOC 2
7 5 (0.63%) Solvency II
8 3 (0.38%) COBIT
8 3 (0.38%) Cyber Essentials
9 2 (0.25%) NIST
10 1 (0.13%) COSO
10 1 (0.13%) GRC
10 1 (0.13%) ITGC
System Software
1 60 (7.54%) Docker
2 13 (1.63%) VMware Infrastructure
3 12 (1.51%) Active Directory
3 12 (1.51%) Virtual Servers
4 8 (1.01%) Citrix Hypervisor
4 8 (1.01%) VMware Server
5 5 (0.63%) HDFS
6 2 (0.25%) Apache Flume
6 2 (0.25%) Apache ZooKeeper
7 1 (0.13%) Hyper-V
7 1 (0.13%) Virtual Desktop
7 1 (0.13%) VirtualBox
Systems Management
1 61 (7.66%) Kubernetes
2 30 (3.77%) Terraform
3 9 (1.13%) Microsoft Intune
4 7 (0.88%) Ansible
5 4 (0.50%) HP Quality Center
5 4 (0.50%) Puppet
6 2 (0.25%) Control-M
7 1 (0.13%) Apache Brooklyn
7 1 (0.13%) Docker Swarm
7 1 (0.13%) Marathon
7 1 (0.13%) Mesos
7 1 (0.13%) Nagios
7 1 (0.13%) Opscode Chef
7 1 (0.13%) Opsgenie
7 1 (0.13%) Prometheus
Vendors
1 130 (16.33%) Microsoft
2 58 (7.29%) Google
3 41 (5.15%) Databricks
4 33 (4.15%) Oracle
5 27 (3.39%) Informatica
6 23 (2.89%) Alteryx
6 23 (2.89%) Facebook
7 22 (2.76%) SAP
8 21 (2.64%) Talend
9 18 (2.26%) IBM
10 14 (1.76%) Salesforce.com
11 13 (1.63%) VMware
11 13 (1.63%) Workday
12 9 (1.13%) Cloudera
13 8 (1.01%) Bloomberg
13 8 (1.01%) Citrix
13 8 (1.01%) Sitecore
13 8 (1.01%) Teradata
14 7 (0.88%) Nintex
14 7 (0.88%) ServiceNow