Period
to 22 October 2020

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 22 October 2020 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 32 23 37
Rank change year-on-year -9 +14 -1
Permanent jobs citing Analytics 268 876 668
As % of all permanent jobs advertised in the City of London 7.39% 8.76% 6.01%
As % of the Processes & Methodologies category 7.90% 9.37% 6.46%
Number of salaries quoted 223 810 583
Median annual salary £70,000 £70,000 £70,000
10th Percentile £38,500 £42,206 £39,800
90th Percentile £105,000 £106,250 £102,500
Central London median annual salary £68,500 £67,500 £67,500
% change year-on-year +1.48% - +12.50%

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 3,392 9,353 10,336
As % of all permanent IT jobs advertised in the City of London 93.52% 93.54% 92.95%
Number of salaries quoted 2,983 8,167 9,232
Median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £45,000 £38,250 £36,750
90th Percentile £100,000 £96,250 £95,000
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

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 22 October 2020.

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 22 October 2020. 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
London Bridge -4 1 - -
Analytics
Central London

For the 6 months to 22 October 2020, 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 98 (36.57%) SQL
2 92 (34.33%) Python
3 89 (33.21%) Agile Software Development
4 87 (32.46%) Finance
5 86 (32.09%) Azure
6 85 (31.72%) Data Analytics
7 75 (27.99%) Business Intelligence
8 65 (24.25%) Big Data
8 65 (24.25%) Power BI
8 65 (24.25%) Power Platform
9 60 (22.39%) Microsoft
10 54 (20.15%) AWS
11 52 (19.40%) ETL
12 50 (18.66%) Software Engineering
13 49 (18.28%) Data Warehouse
13 49 (18.28%) Data Modelling
13 49 (18.28%) Data Science
14 47 (17.54%) DevOps
15 43 (16.04%) Java
15 43 (16.04%) Analytical Skills
16 40 (14.93%) SQL Server
17 36 (13.43%) Problem-Solving
18 33 (12.31%) Degree
19 32 (11.94%) AngularJS
19 32 (11.94%) Visualisation
20 31 (11.57%) Microservices
21 30 (11.19%) R
21 30 (11.19%) Data Management
21 30 (11.19%) Scrum
22 29 (10.82%) Machine Learning

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 29 (10.82%) Apache Spark
2 16 (5.97%) SAS
3 10 (3.73%) Apache
4 5 (1.87%) CMS
4 5 (1.87%) Confluence
5 3 (1.12%) Adobe Experience Manager
5 3 (1.12%) SharePoint
5 3 (1.12%) Tomcat
Applications
1 26 (9.70%) Microsoft Excel
2 6 (2.24%) Figma
2 6 (2.24%) Zeplin
3 5 (1.87%) Microsoft Office
4 2 (0.75%) EViews
4 2 (0.75%) Microsoft PowerPoint
4 2 (0.75%) Spreadsheet
4 2 (0.75%) Stata
5 1 (0.37%) Chatbot
Business Applications
1 4 (1.49%) Actimize
2 3 (1.12%) Dynamics CRM
3 2 (0.75%) FINCAD Analytics
4 1 (0.37%) SAP S/4HANA
Cloud Services
1 86 (32.09%) Azure
2 65 (24.25%) Power Platform
3 54 (20.15%) AWS
4 24 (8.96%) SaaS
5 15 (5.60%) GCP
5 15 (5.60%) npm
6 10 (3.73%) Azure Data Factory
7 9 (3.36%) Google Analytics
8 8 (2.99%) Amazon S3
8 8 (2.99%) Serverless
9 6 (2.24%) AWS Lambda
10 5 (1.87%) Amazon EMR
10 5 (1.87%) Amazon SQS
10 5 (1.87%) AWS CloudFormation
10 5 (1.87%) Cloud Computing
11 4 (1.49%) PaaS
12 3 (1.12%) IaaS
12 3 (1.12%) Office 365
13 2 (0.75%) Amazon ECS
13 2 (0.75%) Amazon SageMaker
Communications & Networking
1 2 (0.75%) Firewall
1 2 (0.75%) SMS
2 1 (0.37%) DKIM
2 1 (0.37%) DMARC
2 1 (0.37%) DNS
2 1 (0.37%) Network Security
2 1 (0.37%) Software-Defined Networking
Database & Business Intelligence
1 65 (24.25%) Big Data
1 65 (24.25%) Power BI
2 49 (18.28%) Data Warehouse
3 40 (14.93%) SQL Server
4 28 (10.45%) SQL Server Integration Services
5 27 (10.07%) Hadoop
5 27 (10.07%) SQL Server Analysis Services
6 22 (8.21%) Tableau
7 21 (7.84%) SQL Server Reporting Services
8 18 (6.72%) Data Lake
9 16 (5.97%) OLAP
9 16 (5.97%) OLAP Cube
9 16 (5.97%) OLTP
10 15 (5.60%) Azure SQL Data Warehouse
11 12 (4.48%) Apache Hive
12 11 (4.10%) Amazon Redshift
13 10 (3.73%) Pentaho
14 9 (3.36%) Azure SQL Database
14 9 (3.36%) Data Mining
14 9 (3.36%) Relational Database
Development Applications
1 24 (8.96%) Jenkins
2 21 (7.84%) Git (software)
3 15 (5.60%) Bower
3 15 (5.60%) Grunt
3 15 (5.60%) webpack
4 13 (4.85%) JIRA
5 6 (2.24%) Cucumber
5 6 (2.24%) Selenium
6 5 (1.87%) JUnit
7 3 (1.12%) Atlassian Bamboo
7 3 (1.12%) Bitbucket
7 3 (1.12%) Octopus Deploy
7 3 (1.12%) Subversion
7 3 (1.12%) TeamCity
8 2 (0.75%) GCC
8 2 (0.75%) SpecFlow
8 2 (0.75%) Team Foundation Server
8 2 (0.75%) Visual Studio
8 2 (0.75%) WebDriver
9 1 (0.37%) Eclipse
General
1 87 (32.46%) Finance
2 23 (8.58%) Marketing
3 21 (7.84%) Banking
4 11 (4.10%) Front Office
5 10 (3.73%) Advertising
6 7 (2.61%) Law
6 7 (2.61%) Public Sector
7 5 (1.87%) Electronics
7 5 (1.87%) Telecoms
8 4 (1.49%) Legal
8 4 (1.49%) Manufacturing
8 4 (1.49%) Pharmaceutical
8 4 (1.49%) Retail
9 3 (1.12%) Retail Banking
10 2 (0.75%) Billing
10 2 (0.75%) Investment Banking
10 2 (0.75%) Local Government
11 1 (0.37%) French Language
11 1 (0.37%) German Language
11 1 (0.37%) Police
Job Titles
1 71 (26.49%) Developer
2 29 (10.82%) Architect
3 26 (9.70%) Analyst
4 24 (8.96%) Azure Developer
4 24 (8.96%) Business Intelligence Developer
5 21 (7.84%) Data Engineer
6 18 (6.72%) SQL Developer
7 17 (6.34%) SQL BI Developer
8 16 (5.97%) Excel Developer
8 16 (5.97%) Java Developer
8 16 (5.97%) Microsoft BI Developer
8 16 (5.97%) OLAP Developer
8 16 (5.97%) SQL Server BI Developer
8 16 (5.97%) SQL Server Developer
8 16 (5.97%) SSAS Developer
8 16 (5.97%) SSIS Developer
9 15 (5.60%) Software Engineer
10 14 (5.22%) Data Analyst
10 14 (5.22%) Data Warehouse Developer
10 14 (5.22%) ETL Developer
Libraries, Frameworks & Software Standards
1 32 (11.94%) AngularJS
2 27 (10.07%) CSS
2 27 (10.07%) HTML
3 23 (8.58%) HTML5
4 21 (7.84%) Sass
4 21 (7.84%) Web Services
5 19 (7.09%) REST
5 19 (7.09%) Spring
6 17 (6.34%) JSON
6 17 (6.34%) XML
7 16 (5.97%) SOAP
8 15 (5.60%) CSS3
8 15 (5.60%) Highcharts JS
8 15 (5.60%) LESS
8 15 (5.60%) Natural Language Processing
9 12 (4.48%) Kafka
9 12 (4.48%) Keras
9 12 (4.48%) NumPy
9 12 (4.48%) TensorFlow
10 11 (4.10%) Pandas
Miscellaneous
1 43 (16.04%) Analytical Skills
2 22 (8.21%) Algorithms
3 18 (6.72%) Management Information System
4 11 (4.10%) Public Cloud
5 9 (3.36%) User Experience
6 7 (2.61%) Derivative
6 7 (2.61%) Enterprise Software
7 5 (1.87%) Fixed Income
7 5 (1.87%) Reinsurance
8 4 (1.49%) Greenfield Project
8 4 (1.49%) Mobile App
9 3 (1.12%) Blog
9 3 (1.12%) Clustering
9 3 (1.12%) Foreign Exchange (FX)
9 3 (1.12%) Self-Motivation
10 2 (0.75%) Analytical Mindset
10 2 (0.75%) Data Structures
10 2 (0.75%) NHS
10 2 (0.75%) Virtual Team
11 1 (0.37%) Bitcoin
Operating Systems
1 9 (3.36%) Linux
2 8 (2.99%) Unix
2 8 (2.99%) Windows
3 3 (1.12%) Android
3 3 (1.12%) Apple iOS
3 3 (1.12%) Windows 10
4 1 (0.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 89 (33.21%) Agile Software Development
2 85 (31.72%) Data Analytics
3 75 (27.99%) Business Intelligence
4 52 (19.40%) ETL
5 50 (18.66%) Software Engineering
6 49 (18.28%) Data Modelling
6 49 (18.28%) Data Science
7 47 (17.54%) DevOps
8 36 (13.43%) Problem-Solving
9 32 (11.94%) Visualisation
10 31 (11.57%) Microservices
11 30 (11.19%) Data Management
11 30 (11.19%) Scrum
12 29 (10.82%) Machine Learning
13 27 (10.07%) Artificial Intelligence
14 24 (8.96%) Computer Science
14 24 (8.96%) Data Integration
14 24 (8.96%) Strategic Roadmap
14 24 (8.96%) TDD
15 23 (8.58%) Data Visualisation
Programming Languages
1 98 (36.57%) SQL
2 92 (34.33%) Python
3 43 (16.04%) Java
4 30 (11.19%) R
5 20 (7.46%) JavaScript
6 15 (5.60%) C#
7 13 (4.85%) Shell Script
8 10 (3.73%) C++
8 10 (3.73%) Data Analysis Expressions (DAX)
9 9 (3.36%) Scala
10 8 (2.99%) MATLAB
10 8 (2.99%) T-SQL
11 6 (2.24%) Bash Shell
11 6 (2.24%) ES6
11 6 (2.24%) HiveQL
11 6 (2.24%) PL/SQL
12 5 (1.87%) Java 8
13 4 (1.49%) PHP
14 3 (1.12%) PowerShell
15 2 (0.75%) TypeScript
Qualifications
1 33 (12.31%) Degree
2 13 (4.85%) Computer Science Degree
3 8 (2.99%) Master's Degree
4 4 (1.49%) ISEB
4 4 (1.49%) Numerate Degree
4 4 (1.49%) PhD
5 3 (1.12%) RHCE
5 3 (1.12%) TOGAF Certification
6 2 (0.75%) CISSP
6 2 (0.75%) ISTQB
6 2 (0.75%) Security Cleared
7 1 (0.37%) AWS Certification
7 1 (0.37%) CIMA
7 1 (0.37%) CISA
7 1 (0.37%) CISM
7 1 (0.37%) SC Cleared
Quality Assurance & Compliance
1 13 (4.85%) GDPR
2 6 (2.24%) Data Quality
3 5 (1.87%) QA
4 3 (1.12%) FATCA
5 2 (0.75%) NIST
6 1 (0.37%) HIPAA
6 1 (0.37%) IFRS
6 1 (0.37%) ISO/IEC 27001
6 1 (0.37%) PMO
6 1 (0.37%) SLA
System Software
1 26 (9.70%) Docker
2 6 (2.24%) HDFS
3 3 (1.12%) Virtual Servers
4 1 (0.37%) Apache Flume
4 1 (0.37%) Apache ZooKeeper
Systems Management
1 16 (5.97%) Kubernetes
2 4 (1.49%) Terraform
3 3 (1.12%) Ansible
3 3 (1.12%) HP Quality Center
3 3 (1.12%) Icinga
4 2 (0.75%) Nagios
4 2 (0.75%) SCOM
5 1 (0.37%) Control-M
5 1 (0.37%) Data Guard
5 1 (0.37%) ITRS Geneos
5 1 (0.37%) Opscode Chef
5 1 (0.37%) Puppet
5 1 (0.37%) SCCM
Vendors
1 60 (22.39%) Microsoft
2 18 (6.72%) Databricks
2 18 (6.72%) Google
3 16 (5.97%) Cloudera
4 12 (4.48%) Talend
5 11 (4.10%) Oracle
6 10 (3.73%) Informatica
7 8 (2.99%) SAP
8 6 (2.24%) Salesforce.com
8 6 (2.24%) Twitter
9 4 (1.49%) IBM
9 4 (1.49%) Palantir
9 4 (1.49%) Red Hat
10 3 (1.12%) Ab Initio
10 3 (1.12%) Adobe
10 3 (1.12%) Alteryx
10 3 (1.12%) Perforce
10 3 (1.12%) Splunk
11 2 (0.75%) NVIDIA
11 2 (0.75%) Qualys