Period
to 31 May 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 31 May 2020 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
31 May 2020
Same period 2019 Same period 2018
Rank 29 20 35
Rank change year-on-year -9 +15 +3
Permanent jobs citing Analytics 516 926 687
As % of all permanent jobs advertised in the City of London 7.60% 9.15% 6.47%
As % of the Processes & Methodologies category 8.06% 9.82% 6.88%
Number of salaries quoted 452 886 636
Median annual salary £67,500 £70,000 £66,500
Median salary % change year-on-year -3.57% +5.26% +10.83%
10th Percentile £42,000 £42,625 £38,750
90th Percentile £112,500 £105,000 £93,750
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 6,401 9,431 9,983
As % of all permanent IT jobs advertised in the City of London 94.30% 93.18% 93.99%
Number of salaries quoted 5,570 8,375 8,838
Median annual salary £69,000 £65,000 £62,500
Median salary % change year-on-year +6.15% +4.00% +4.17%
10th Percentile £41,250 £37,500 £37,000
90th Percentile £100,000 £97,500 £93,750
Central London median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% -

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 31 May 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 31 May 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
Moorgate +9 10 £75,000 +5.26%
London Bridge -2 2 £51,250 -6.82%
Analytics
Central London

For the 6 months to 31 May 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.

1 188 (36.43%) Finance
2 166 (32.17%) SQL
3 149 (28.88%) Python
4 137 (26.55%) Agile Software Development
5 136 (26.36%) Business Intelligence
6 116 (22.48%) Analytical Skills
7 115 (22.29%) Data Analytics
8 99 (19.19%) Degree
9 91 (17.64%) Data Warehouse
10 90 (17.44%) Marketing
11 86 (16.67%) AWS
12 85 (16.47%) JavaScript
13 76 (14.73%) Java
14 75 (14.53%) Power BI
14 75 (14.53%) Power Platform
15 73 (14.15%) Azure
16 72 (13.95%) Machine Learning
17 68 (13.18%) Data Science
18 67 (12.98%) SQL Server
19 64 (12.40%) Microsoft
20 63 (12.21%) Computer Science
21 61 (11.82%) Google
22 58 (11.24%) User Experience
23 57 (11.05%) Fintech
24 55 (10.66%) ETL
25 53 (10.27%) Big Data
26 51 (9.88%) Visualisation
27 50 (9.69%) HTML
28 49 (9.50%) C#
28 49 (9.50%) Software Engineering

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 (6.20%) Apache Spark
2 18 (3.49%) Apache Airflow
3 16 (3.10%) Apache
4 12 (2.33%) Luigi
5 10 (1.94%) Elasticsearch
6 7 (1.36%) Confluence
6 7 (1.36%) SAS
7 6 (1.16%) CMS
8 5 (0.97%) Adobe Experience Manager
9 4 (0.78%) Tomcat
10 3 (0.58%) Drupal
10 3 (0.58%) Jupyter
10 3 (0.58%) SharePoint
11 2 (0.39%) WordPress
Applications
1 30 (5.81%) Microsoft Excel
2 13 (2.52%) Photoshop
3 10 (1.94%) Microsoft Office
4 7 (1.36%) Figma
4 7 (1.36%) Microsoft PowerPoint
4 7 (1.36%) Zeplin
5 5 (0.97%) SPSS
6 3 (0.58%) Spreadsheet
7 2 (0.39%) Adobe Illustrator
7 2 (0.39%) EViews
7 2 (0.39%) Sketch
7 2 (0.39%) Stata
8 1 (0.19%) Acrobat
8 1 (0.19%) Adobe Creative Suite
8 1 (0.19%) Chatbot
8 1 (0.19%) Microsoft Project
Business Applications
1 7 (1.36%) SAP S/4HANA
2 3 (0.58%) Cognos Business Intelligence
2 3 (0.58%) Dynamics CRM
3 1 (0.19%) Magento
3 1 (0.19%) Payment Gateway
3 1 (0.19%) SAP WM
3 1 (0.19%) Social Studio
3 1 (0.19%) WebTrends
Cloud Services
1 86 (16.67%) AWS
2 75 (14.53%) Power Platform
3 73 (14.15%) Azure
4 41 (7.95%) SaaS
5 36 (6.98%) GCP
6 34 (6.59%) Google Analytics
7 15 (2.91%) Serverless
8 14 (2.71%) Amazon S3
9 12 (2.33%) Amazon EMR
10 11 (2.13%) AWS Lambda
11 10 (1.94%) GitHub
12 9 (1.74%) AWS CloudFormation
13 8 (1.55%) Amazon Kinesis
13 8 (1.55%) npm
14 7 (1.36%) Azure Data Factory
15 5 (0.97%) Adobe Analytics
15 5 (0.97%) Amazon EC2
16 3 (0.58%) AWS CodePipeline
16 3 (0.58%) Data Lake Analytics
16 3 (0.58%) Firebase
Communications & Networking
1 26 (5.04%) Firewall
2 17 (3.29%) TCP/IP
3 16 (3.10%) Wireshark
4 5 (0.97%) Internet
5 4 (0.78%) RSVP
6 2 (0.39%) DMZ
6 2 (0.39%) DNS
6 2 (0.39%) LAN
6 2 (0.39%) WAN
7 1 (0.19%) DHCP
7 1 (0.19%) HTTP
7 1 (0.19%) VPN
Database & Business Intelligence
1 91 (17.64%) Data Warehouse
2 75 (14.53%) Power BI
3 67 (12.98%) SQL Server
4 53 (10.27%) Big Data
5 33 (6.40%) NoSQL
6 32 (6.20%) Hadoop
7 25 (4.84%) SQL Server Integration Services
8 24 (4.65%) Apache Cassandra
9 22 (4.26%) PostgreSQL
10 20 (3.88%) MongoDB
10 20 (3.88%) Relational Database
11 19 (3.68%) Data Lake
12 18 (3.49%) Amazon DynamoDB
13 17 (3.29%) SQL Server Reporting Services
14 16 (3.10%) Amazon Redshift
14 16 (3.10%) Snowflake Schema
15 15 (2.91%) OLAP
16 14 (2.71%) Data Mining
16 14 (2.71%) OLTP
16 14 (2.71%) RDBMS
Development Applications
1 17 (3.29%) Jenkins
2 11 (2.13%) Visual Studio
3 10 (1.94%) Jasmine
3 10 (1.94%) JIRA
3 10 (1.94%) webpack
4 9 (1.74%) TeamCity
5 8 (1.55%) Git (software)
5 8 (1.55%) Grunt
5 8 (1.55%) gulp
5 8 (1.55%) Team Foundation Server
6 7 (1.36%) ERwin
6 7 (1.36%) Mocha
6 7 (1.36%) PowerDesigner
7 6 (1.16%) Balsamiq
7 6 (1.16%) Karma Test Runner
7 6 (1.16%) Protractor
7 6 (1.16%) SQL Server Management Studio (SSMS)
8 5 (0.97%) Axure RP
8 5 (0.97%) Eclipse
9 4 (0.78%) NUnit
General
1 188 (36.43%) Finance
2 90 (17.44%) Marketing
3 20 (3.88%) Advertising
4 17 (3.29%) Banking
5 15 (2.91%) Retail
6 12 (2.33%) Front Office
6 12 (2.33%) Law
7 10 (1.94%) Legal
8 7 (1.36%) Digital Economy
9 5 (0.97%) Games
9 5 (0.97%) Telecoms
10 4 (0.78%) Investment Banking
11 3 (0.58%) Local Government
11 3 (0.58%) Pharmaceutical
11 3 (0.58%) Police
12 2 (0.39%) Manufacturing
13 1 (0.19%) Brand Awareness
13 1 (0.19%) French Language
13 1 (0.19%) Publishing
13 1 (0.19%) Spanish Language
Job Titles
1 97 (18.80%) Developer
2 76 (14.73%) Analyst
3 51 (9.88%) Data Engineer
4 35 (6.78%) Architect
5 31 (6.01%) Front End Developer (Client-Side Developer)
6 28 (5.43%) Data Scientist
7 21 (4.07%) Data Architect
8 17 (3.29%) Data Analyst
8 17 (3.29%) Senior Developer
9 16 (3.10%) Consultant
9 16 (3.10%) Data Manager
9 16 (3.10%) Support Engineer
10 15 (2.91%) Business Analyst
10 15 (2.91%) Product Manager
10 15 (2.91%) Software Engineer
11 14 (2.71%) Junior
12 13 (2.52%) Business Intelligence Developer
12 13 (2.52%) Designer
12 13 (2.52%) Solutions Architect
12 13 (2.52%) UX Designer
Libraries, Frameworks & Software Standards
1 50 (9.69%) HTML
2 48 (9.30%) CSS
3 45 (8.72%) AngularJS
4 44 (8.53%) React
5 38 (7.36%) Kafka
6 34 (6.59%) Node.js
7 32 (6.20%) HTML5
8 24 (4.65%) .NET
9 23 (4.46%) jQuery
10 20 (3.88%) REST
11 19 (3.68%) Sass
12 18 (3.49%) Twitter Bootstrap
12 18 (3.49%) Vue.js
12 18 (3.49%) Web Services
13 17 (3.29%) XML
14 16 (3.10%) JSON
14 16 (3.10%) WebSockets
15 13 (2.52%) TensorFlow
16 12 (2.33%) Natural Language Processing
17 11 (2.13%) CSS3
Miscellaneous
1 116 (22.48%) Analytical Skills
2 58 (11.24%) User Experience
3 33 (6.40%) Management Information System
4 16 (3.10%) Reinsurance
5 15 (2.91%) Algorithms
5 15 (2.91%) Foreign Exchange (FX)
6 13 (2.52%) Enterprise Software
7 12 (2.33%) Reference Data
8 10 (1.94%) Fixed Income
8 10 (1.94%) Social Media
8 10 (1.94%) Virtual Team
9 9 (1.74%) Cyberthreat
9 9 (1.74%) Greenfield Project
10 8 (1.55%) Data Structures
10 8 (1.55%) Robotics
11 7 (1.36%) Client/Server
11 7 (1.36%) Life Science
11 7 (1.36%) Market Risk
11 7 (1.36%) Mobile App
12 6 (1.16%) Public Cloud
Operating Systems
1 38 (7.36%) Linux
2 31 (6.01%) Windows
3 20 (3.88%) Android
3 20 (3.88%) Apple iOS
4 3 (0.58%) Unix
5 2 (0.39%) Windows Server
Processes & Methodologies
1 137 (26.55%) Agile Software Development
2 136 (26.36%) Business Intelligence
3 115 (22.29%) Data Analytics
4 72 (13.95%) Machine Learning
5 68 (13.18%) Data Science
6 63 (12.21%) Computer Science
7 57 (11.05%) Fintech
8 55 (10.66%) ETL
9 51 (9.88%) Visualisation
10 49 (9.50%) Software Engineering
11 47 (9.11%) Data Modelling
11 47 (9.11%) DevOps
12 43 (8.33%) Problem-Solving
13 42 (8.14%) Data Management
14 39 (7.56%) Artificial Intelligence
15 38 (7.36%) Decision-Making
16 36 (6.98%) TDD
17 35 (6.78%) Stakeholder Management
18 34 (6.59%) Mathematics
18 34 (6.59%) Statistics
Programming Languages
1 166 (32.17%) SQL
2 149 (28.88%) Python
3 85 (16.47%) JavaScript
4 76 (14.73%) Java
5 49 (9.50%) C#
6 38 (7.36%) R
7 30 (5.81%) Scala
8 29 (5.62%) TypeScript
9 16 (3.10%) Data Analysis Expressions (DAX)
9 16 (3.10%) T-SQL
10 14 (2.71%) C++
11 13 (2.52%) PHP
11 13 (2.52%) PowerShell
12 12 (2.33%) ES6
13 8 (1.55%) Bash Shell
14 7 (1.36%) Ruby
15 6 (1.16%) Shell Script
15 6 (1.16%) VBA
16 5 (0.97%) Go
16 5 (0.97%) Java 8
Qualifications
1 99 (19.19%) Degree
2 35 (6.78%) Computer Science Degree
3 18 (3.49%) Master's Degree
4 10 (1.94%) PhD
5 7 (1.36%) AWS Certification
6 6 (1.16%) CISM
6 6 (1.16%) CISSP
6 6 (1.16%) Numerate Degree
7 5 (0.97%) (ISC)2 CCSP
7 5 (0.97%) CISA
7 5 (0.97%) Cisco Certification
7 5 (0.97%) CRISC
7 5 (0.97%) MCSE
7 5 (0.97%) Microsoft Certification
8 4 (0.78%) CCSP
8 4 (0.78%) RHCE
8 4 (0.78%) Security Cleared
9 3 (0.58%) CFA
9 3 (0.58%) MCITP
10 2 (0.39%) HND
Quality Assurance & Compliance
1 23 (4.46%) Data Quality
2 19 (3.68%) QA
3 7 (1.36%) GDPR
4 5 (0.97%) COBIT
5 3 (0.58%) Sarbanes-Oxley
5 3 (0.58%) Solvency II
6 2 (0.39%) NIST
7 1 (0.19%) Actionable Recommendations
7 1 (0.19%) IFRS
7 1 (0.19%) IFRS 9
7 1 (0.19%) MiFID
7 1 (0.19%) WCAG
System Software
1 35 (6.78%) Docker
2 5 (0.97%) Virtual Servers
3 2 (0.39%) Active Directory
3 2 (0.39%) VMware Infrastructure
4 1 (0.19%) Apache ZooKeeper
4 1 (0.19%) Virtual Machines
4 1 (0.19%) VirtualBox
Systems Management
1 28 (5.43%) Kubernetes
2 15 (2.91%) Ansible
3 14 (2.71%) Terraform
4 7 (1.36%) Opscode Chef
4 7 (1.36%) Puppet
5 5 (0.97%) Salt
6 4 (0.78%) Icinga
7 3 (0.58%) Argo
7 3 (0.58%) Oozie
7 3 (0.58%) SCOM
8 2 (0.39%) Nagios
8 2 (0.39%) SCCM
9 1 (0.19%) Docker Swarm
Vendors
1 64 (12.40%) Microsoft
2 61 (11.82%) Google
3 38 (7.36%) Tableau
4 20 (3.88%) Oracle
5 15 (2.91%) SAP
6 14 (2.71%) Guidewire
7 13 (2.52%) Salesforce.com
8 12 (2.33%) Adobe
9 7 (1.36%) Twitter
10 6 (1.16%) Cognos
10 6 (1.16%) RedGate
11 5 (0.97%) Alteryx
11 5 (0.97%) Palantir
11 5 (0.97%) Qualys
11 5 (0.97%) Talend
12 4 (0.78%) Facebook
12 4 (0.78%) Marketo
12 4 (0.78%) Red Hat
12 4 (0.78%) SnapLogic
13 3 (0.58%) IBM