Period
to 15 August 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 15 August 2020 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
15 Aug 2020
Same period 2019 Same period 2018
Rank 28 20 39
Rank change year-on-year -8 +19 +5
Permanent jobs citing Analytics 358 973 659
As % of all permanent jobs advertised in the City of London 7.41% 9.60% 6.03%
As % of the Processes & Methodologies category 7.89% 10.26% 6.46%
Number of salaries quoted 301 942 574
Median annual salary £70,000 £70,000 £70,000
10th Percentile £38,500 £42,500 £40,000
90th Percentile £107,500 £105,000 £95,000
Central London median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% +8.33%

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 4,537 9,483 10,195
As % of all permanent IT jobs advertised in the City of London 93.91% 93.58% 93.23%
Number of salaries quoted 3,948 8,396 9,052
Median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £42,500 £37,500 £36,250
90th Percentile £100,000 £97,500 £93,750
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 15 August 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 15 August 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 +3 2 £51,250 -19.61%
Moorgate -6 1 £85,000 +19.30%
Analytics
Central London

For the 6 months to 15 August 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.

1 128 (35.75%) SQL
2 108 (30.17%) Python
3 107 (29.89%) Business Intelligence
4 103 (28.77%) Finance
5 100 (27.93%) Agile Software Development
6 88 (24.58%) Data Analytics
7 73 (20.39%) Degree
8 72 (20.11%) Azure
8 72 (20.11%) Analytical Skills
9 65 (18.16%) Data Warehouse
10 62 (17.32%) Microsoft
10 62 (17.32%) Power BI
10 62 (17.32%) Data Science
10 62 (17.32%) Power Platform
11 59 (16.48%) AWS
12 57 (15.92%) Java
13 55 (15.36%) Big Data
14 54 (15.08%) Marketing
15 49 (13.69%) ETL
16 48 (13.41%) SQL Server
17 46 (12.85%) Data Modelling
18 43 (12.01%) Software Engineering
18 43 (12.01%) Machine Learning
19 42 (11.73%) SaaS
20 40 (11.17%) Google
20 40 (11.17%) JavaScript
21 38 (10.61%) Computer Science
22 37 (10.34%) Tableau
23 36 (10.06%) DevOps
24 35 (9.78%) Visualisation

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 32 (8.94%) Apache Spark
2 16 (4.47%) Apache
3 10 (2.79%) Apache Airflow
4 9 (2.51%) SAS
5 6 (1.68%) Elasticsearch
6 5 (1.40%) CMS
6 5 (1.40%) Confluence
6 5 (1.40%) Luigi
6 5 (1.40%) SharePoint
6 5 (1.40%) Tomcat
7 2 (0.56%) Adobe Experience Manager
8 1 (0.28%) Drupal
8 1 (0.28%) Jupyter
8 1 (0.28%) WordPress
Applications
1 29 (8.10%) Microsoft Excel
2 9 (2.51%) Figma
2 9 (2.51%) Zeplin
3 8 (2.23%) Photoshop
4 7 (1.96%) Microsoft Office
5 3 (0.84%) Microsoft PowerPoint
6 2 (0.56%) Chatbot
6 2 (0.56%) EViews
6 2 (0.56%) Sketch
6 2 (0.56%) Stata
7 1 (0.28%) Adobe Illustrator
7 1 (0.28%) SPSS
Business Applications
1 5 (1.40%) Dynamics CRM
2 3 (0.84%) SAP S/4HANA
3 1 (0.28%) Magento
3 1 (0.28%) Payment Gateway
Cloud Services
1 72 (20.11%) Azure
2 62 (17.32%) Power Platform
3 59 (16.48%) AWS
4 42 (11.73%) SaaS
5 26 (7.26%) GCP
6 24 (6.70%) Google Analytics
7 13 (3.63%) Serverless
8 12 (3.35%) npm
9 11 (3.07%) AWS Lambda
10 10 (2.79%) Amazon S3
11 6 (1.68%) Amazon EMR
12 5 (1.40%) Amazon Kinesis
13 4 (1.12%) Amazon SQS
13 4 (1.12%) GitHub
13 4 (1.12%) Office 365
14 3 (0.84%) Adobe Analytics
14 3 (0.84%) AWS CloudFormation
14 3 (0.84%) Azure Data Factory
15 2 (0.56%) Amazon SageMaker
15 2 (0.56%) Data Lake Analytics
Communications & Networking
1 13 (3.63%) Firewall
2 9 (2.51%) TCP/IP
2 9 (2.51%) Wireshark
3 4 (1.12%) RSVP
4 2 (0.56%) DMZ
5 1 (0.28%) DNS
5 1 (0.28%) HTTP
5 1 (0.28%) LAN
5 1 (0.28%) VPN
5 1 (0.28%) WAN
Database & Business Intelligence
1 65 (18.16%) Data Warehouse
2 62 (17.32%) Power BI
3 55 (15.36%) Big Data
4 48 (13.41%) SQL Server
5 27 (7.54%) SQL Server Integration Services
6 26 (7.26%) Hadoop
7 21 (5.87%) OLAP
7 21 (5.87%) SQL Server Reporting Services
8 20 (5.59%) OLTP
9 18 (5.03%) Azure SQL Data Warehouse
9 18 (5.03%) SQL Server Analysis Services
10 15 (4.19%) Data Lake
10 15 (4.19%) Data Mining
10 15 (4.19%) NoSQL
10 15 (4.19%) OLAP Cube
11 14 (3.91%) Amazon Redshift
12 13 (3.63%) Looker
12 13 (3.63%) PostgreSQL
13 11 (3.07%) Apache Cassandra
14 10 (2.79%) Relational Database
Development Applications
1 20 (5.59%) Jenkins
2 16 (4.47%) Git (software)
3 12 (3.35%) JIRA
3 12 (3.35%) webpack
4 8 (2.23%) Bower
4 8 (2.23%) Grunt
5 7 (1.96%) TeamCity
5 7 (1.96%) Visual Studio
6 6 (1.68%) Cucumber
6 6 (1.68%) Eclipse
7 4 (1.12%) Bitbucket
7 4 (1.12%) Flyway
7 4 (1.12%) Liquibase
7 4 (1.12%) Maven
7 4 (1.12%) Octopus Deploy
7 4 (1.12%) Selenium
7 4 (1.12%) Subversion
8 3 (0.84%) Atlassian Bamboo
8 3 (0.84%) JUnit
9 2 (0.56%) Mercurial
General
1 103 (28.77%) Finance
2 54 (15.08%) Marketing
3 18 (5.03%) Banking
4 14 (3.91%) Retail
5 11 (3.07%) Advertising
5 11 (3.07%) Law
6 10 (2.79%) Front Office
7 6 (1.68%) Legal
8 5 (1.40%) Games
9 3 (0.84%) Investment Banking
9 3 (0.84%) Telecoms
10 2 (0.56%) Electronics
10 2 (0.56%) Local Government
10 2 (0.56%) Manufacturing
10 2 (0.56%) Pharmaceutical
10 2 (0.56%) Police
10 2 (0.56%) Public Sector
11 1 (0.28%) French Language
11 1 (0.28%) German Language
11 1 (0.28%) Retail Banking
Job Titles
1 81 (22.63%) Developer
2 50 (13.97%) Analyst
3 38 (10.61%) Data Engineer
4 27 (7.54%) Data Scientist
5 20 (5.59%) Architect
5 20 (5.59%) Data Analyst
6 19 (5.31%) Business Intelligence Developer
6 19 (5.31%) SQL Developer
7 18 (5.03%) Azure Developer
8 17 (4.75%) Java Developer
8 17 (4.75%) SQL BI Developer
8 17 (4.75%) SSAS Developer
8 17 (4.75%) SSIS Developer
9 15 (4.19%) Excel Developer
9 15 (4.19%) Front End Developer (Client-Side Developer)
9 15 (4.19%) Microsoft BI Developer
9 15 (4.19%) OLAP Developer
9 15 (4.19%) Software Engineer
9 15 (4.19%) SQL Server BI Developer
9 15 (4.19%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 34 (9.50%) AngularJS
1 34 (9.50%) HTML
2 31 (8.66%) HTML5
3 30 (8.38%) CSS
4 23 (6.42%) REST
5 22 (6.15%) Sass
6 20 (5.59%) Kafka
6 20 (5.59%) XML
7 19 (5.31%) JSON
7 19 (5.31%) React
8 18 (5.03%) SOAP
9 17 (4.75%) Web Services
10 16 (4.47%) Node.js
11 15 (4.19%) .NET
11 15 (4.19%) Pandas
11 15 (4.19%) TensorFlow
12 14 (3.91%) Twitter Bootstrap
13 13 (3.63%) jQuery
13 13 (3.63%) NumPy
13 13 (3.63%) scikit-learn
Miscellaneous
1 72 (20.11%) Analytical Skills
2 25 (6.98%) User Experience
3 20 (5.59%) Algorithms
4 17 (4.75%) Management Information System
5 13 (3.63%) Enterprise Software
6 12 (3.35%) Reinsurance
7 9 (2.51%) Social Media
8 8 (2.23%) Public Cloud
9 7 (1.96%) Fixed Income
10 6 (1.68%) Foreign Exchange (FX)
11 3 (0.84%) Analytical Mindset
11 3 (0.84%) Data Structures
11 3 (0.84%) Mobile App
11 3 (0.84%) Reference Data
11 3 (0.84%) Self-Motivation
12 2 (0.56%) Bitcoin
12 2 (0.56%) Cloud Native
12 2 (0.56%) Over-the-Top Content
12 2 (0.56%) Video on Demand
12 2 (0.56%) Virtual Team
Operating Systems
1 23 (6.42%) Linux
2 20 (5.59%) Windows
3 12 (3.35%) Android
3 12 (3.35%) Apple iOS
4 3 (0.84%) Windows 10
5 1 (0.28%) Unix
5 1 (0.28%) Windows Server
Processes & Methodologies
1 107 (29.89%) Business Intelligence
2 100 (27.93%) Agile Software Development
3 88 (24.58%) Data Analytics
4 62 (17.32%) Data Science
5 49 (13.69%) ETL
6 46 (12.85%) Data Modelling
7 43 (12.01%) Machine Learning
7 43 (12.01%) Software Engineering
8 38 (10.61%) Computer Science
9 36 (10.06%) DevOps
10 35 (9.78%) Visualisation
11 33 (9.22%) Decision-Making
11 33 (9.22%) Scrum
12 31 (8.66%) Problem-Solving
13 29 (8.10%) Data Management
13 29 (8.10%) Microservices
13 29 (8.10%) TDD
14 28 (7.82%) Statistics
15 27 (7.54%) Mathematics
16 25 (6.98%) Artificial Intelligence
Programming Languages
1 128 (35.75%) SQL
2 108 (30.17%) Python
3 57 (15.92%) Java
4 40 (11.17%) JavaScript
5 32 (8.94%) R
6 25 (6.98%) C#
7 22 (6.15%) Scala
8 12 (3.35%) T-SQL
8 12 (3.35%) TypeScript
9 9 (2.51%) ES6
10 8 (2.23%) PowerShell
10 8 (2.23%) Shell Script
11 7 (1.96%) C++
11 7 (1.96%) Data Analysis Expressions (DAX)
11 7 (1.96%) PHP
12 6 (1.68%) Bash Shell
12 6 (1.68%) MATLAB
13 5 (1.40%) Java 8
14 4 (1.12%) Go
14 4 (1.12%) Ruby
Qualifications
1 73 (20.39%) Degree
2 19 (5.31%) Computer Science Degree
3 12 (3.35%) Master's Degree
4 6 (1.68%) PhD
5 5 (1.40%) RHCE
6 3 (0.84%) CISSP
6 3 (0.84%) MCITP
6 3 (0.84%) MCSE
6 3 (0.84%) Microsoft Certification
6 3 (0.84%) Numerate Degree
6 3 (0.84%) Security Cleared
7 2 (0.56%) AWS Certification
7 2 (0.56%) CISA
7 2 (0.56%) CISM
7 2 (0.56%) ISEB
7 2 (0.56%) ISTQB
8 1 (0.28%) (ISC)2 CCSP
8 1 (0.28%) CIMA
8 1 (0.28%) Cisco Certification
8 1 (0.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 13 (3.63%) GDPR
2 10 (2.79%) QA
3 8 (2.23%) Data Quality
4 3 (0.84%) NIST
5 2 (0.56%) COBIT
6 1 (0.28%) HIPAA
6 1 (0.28%) IFRS
6 1 (0.28%) ISO/IEC 27001
6 1 (0.28%) Sarbanes-Oxley
6 1 (0.28%) SLA
6 1 (0.28%) Solvency II
System Software
1 32 (8.94%) Docker
2 5 (1.40%) Virtual Servers
3 1 (0.28%) Apache ZooKeeper
3 1 (0.28%) VMware Infrastructure
Systems Management
1 24 (6.70%) Kubernetes
2 9 (2.51%) Terraform
3 6 (1.68%) Ansible
4 5 (1.40%) Icinga
5 3 (0.84%) Argo
5 3 (0.84%) HP Quality Center
5 3 (0.84%) Oozie
5 3 (0.84%) Opscode Chef
5 3 (0.84%) Puppet
5 3 (0.84%) SCCM
5 3 (0.84%) SCOM
6 2 (0.56%) Nagios
6 2 (0.56%) Salt
Vendors
1 62 (17.32%) Microsoft
2 40 (11.17%) Google
3 37 (10.34%) Tableau
4 11 (3.07%) SAP
5 9 (2.51%) Twitter
6 8 (2.23%) Databricks
7 7 (1.96%) Adobe
7 7 (1.96%) Cloudera
8 6 (1.68%) Alteryx
8 6 (1.68%) Guidewire
8 6 (1.68%) Oracle
8 6 (1.68%) Salesforce.com
9 5 (1.40%) Palantir
9 5 (1.40%) Red Hat
9 5 (1.40%) Talend
10 4 (1.12%) HubSpot
10 4 (1.12%) Marketo
10 4 (1.12%) SnapLogic
11 3 (0.84%) CyberArk
11 3 (0.84%) ForgeRock