Period
to 18 May 2021

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 18 May 2021 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
18 May 2021
Same period 2020 Same period 2019
Rank 24 28 22
Rank change year-on-year +4 -6 +14
Permanent jobs citing Analytics 485 552 901
As % of all permanent jobs advertised in the City of London 9.74% 7.64% 8.90%
As % of the Processes & Methodologies category 10.24% 8.11% 9.53%
Number of salaries quoted 412 467 818
10th Percentile £45,000 £41,250 £42,500
25th Percentile £52,500 £52,500 £52,000
Median annual salary (50th Percentile) £70,000 £67,500 £70,000
Median % change year-on-year +3.70% -3.57% +7.69%
75th Percentile £87,500 £86,875 £86,250
90th Percentile £103,625 £112,500 £102,500
Central London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +4.25%

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 4,735 6,806 9,455
As % of all permanent IT jobs advertised in the City of London 95.10% 94.19% 93.40%
Number of salaries quoted 4,227 5,964 8,459
10th Percentile £43,750 £41,000 £36,750
25th Percentile £55,000 £51,250 £50,000
Median annual salary (50th Percentile) £72,500 £67,500 £65,000
Median % change year-on-year +7.41% +3.85% +4.00%
75th Percentile £90,000 £85,000 £82,500
90th Percentile £107,500 £100,000 £97,500
Central London median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% +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 18 May 2021.

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 18 May 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
London Bridge +9 4 £80,000 +100.00%
Analytics
Central London

For the 6 months to 18 May 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 City of London region with a requirement for Analytics.

1 168 (34.64%) SQL
2 162 (33.40%) Data Analytics
3 147 (30.31%) Python
4 138 (28.45%) Finance
5 134 (27.63%) Business Intelligence
6 116 (23.92%) Azure
7 107 (22.06%) AWS
8 104 (21.44%) Agile Software Development
9 95 (19.59%) Power Platform
10 93 (19.18%) Power BI
11 88 (18.14%) Big Data
12 81 (16.70%) Java
12 81 (16.70%) Social Skills
13 80 (16.49%) Analytical Skills
14 76 (15.67%) ETL
15 72 (14.85%) Data Modelling
15 72 (14.85%) DevOps
16 68 (14.02%) Data Engineering
17 67 (13.81%) Data Warehouse
17 67 (13.81%) Hadoop
18 63 (12.99%) Apache Spark
19 60 (12.37%) Data Science
20 59 (12.16%) Machine Learning
21 56 (11.55%) Data Analysis
21 56 (11.55%) Software Engineering
22 55 (11.34%) GCP
23 54 (11.13%) Microsoft
23 54 (11.13%) Tableau
23 54 (11.13%) Visualisation
23 54 (11.13%) Degree

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 63 (12.99%) Apache Spark
2 20 (4.12%) SharePoint
3 16 (3.30%) SAS
4 6 (1.24%) Apache
4 6 (1.24%) Apache Airflow
4 6 (1.24%) Drupal
4 6 (1.24%) Elasticsearch
5 5 (1.03%) CMS
5 5 (1.03%) WordPress
6 3 (0.62%) OpenStack
7 2 (0.41%) Apache Pig
7 2 (0.41%) Confluence
7 2 (0.41%) Umbraco
8 1 (0.21%) Headless CMS
8 1 (0.21%) MS Exchange
Applications
1 32 (6.60%) Microsoft Excel
2 14 (2.89%) Spreadsheet
3 7 (1.44%) Microsoft PowerPoint
4 5 (1.03%) Microsoft Office
4 5 (1.03%) MS Visio
5 2 (0.41%) Microsoft Project
5 2 (0.41%) OmniGraffle
6 1 (0.21%) SPSS
6 1 (0.21%) Zeplin
Business Applications
1 10 (2.06%) Salesforce.com CRM
2 4 (0.82%) Shopify
3 2 (0.41%) Q-Pulse
3 2 (0.41%) SAP ERP
4 1 (0.21%) Actimize
4 1 (0.21%) Dynamics CRM
4 1 (0.21%) FINCAD Analytics
Cloud Services
1 116 (23.92%) Azure
2 107 (22.06%) AWS
3 95 (19.59%) Power Platform
4 55 (11.34%) GCP
5 26 (5.36%) Power Automate
5 26 (5.36%) PowerApps
6 23 (4.74%) Azure Data Factory
7 18 (3.71%) Microsoft 365
8 17 (3.51%) Azure Logic Apps
8 17 (3.51%) Google Analytics
9 14 (2.89%) PaaS
10 13 (2.68%) SaaS
11 10 (2.06%) IaaS
12 8 (1.65%) Cloud Computing
13 6 (1.24%) Amazon EC2
14 5 (1.03%) Amazon EMR
14 5 (1.03%) Amazon S3
14 5 (1.03%) GitHub
14 5 (1.03%) OpenShift
14 5 (1.03%) Veeva
Communications & Networking
1 14 (2.89%) Extranet
2 8 (1.65%) AMQP
3 4 (0.82%) Broadband
3 4 (0.82%) Unified Communications
4 3 (0.62%) 5G
4 3 (0.62%) HTTP
4 3 (0.62%) Network Security
5 1 (0.21%) DNS
5 1 (0.21%) Firewall
5 1 (0.21%) Intranet
5 1 (0.21%) SSL
5 1 (0.21%) TCP/IP
Database & Business Intelligence
1 93 (19.18%) Power BI
2 88 (18.14%) Big Data
3 67 (13.81%) Data Warehouse
3 67 (13.81%) Hadoop
4 54 (11.13%) Tableau
5 42 (8.66%) Data Lake
6 38 (7.84%) Amazon Redshift
7 35 (7.22%) SQL Server
8 30 (6.19%) BigQuery
9 23 (4.74%) NoSQL
10 19 (3.92%) Apache Hive
11 18 (3.71%) BusinessObjects
12 17 (3.51%) Azure SQL Database
12 17 (3.51%) Relational Database
13 15 (3.09%) SQL Server Integration Services
14 13 (2.68%) SQL Server Analysis Services
15 11 (2.27%) Data Mart
15 11 (2.27%) SQL Server Reporting Services
16 10 (2.06%) Delta Lake
16 10 (2.06%) Yellowfin
Development Applications
1 16 (3.30%) JIRA
2 13 (2.68%) Visual Studio
3 12 (2.47%) Git (software)
4 9 (1.86%) Burp Suite
5 6 (1.24%) Jenkins
6 4 (0.82%) Cypress.io
6 4 (0.82%) ER Studio
6 4 (0.82%) ERwin
6 4 (0.82%) Grunt
6 4 (0.82%) PowerDesigner
6 4 (0.82%) ReSharper
7 3 (0.62%) MLflow
8 2 (0.41%) Gradle
8 2 (0.41%) Moq
8 2 (0.41%) NUnit
8 2 (0.41%) SonarQube
8 2 (0.41%) SQL Server Management Studio (SSMS)
8 2 (0.41%) Team Foundation Server
9 1 (0.21%) Maven
9 1 (0.21%) Selenium
General
1 138 (28.45%) Finance
2 81 (16.70%) Social Skills
3 80 (16.49%) Analytical Skills
4 44 (9.07%) Marketing
5 22 (4.54%) Front Office
6 20 (4.12%) Banking
7 19 (3.92%) Legal
8 18 (3.71%) Retail
9 16 (3.30%) Law
10 13 (2.68%) Presentation Skills
11 12 (2.47%) Advertising
12 11 (2.27%) Influencing Skills
13 8 (1.65%) Public Sector
13 8 (1.65%) Telecoms
14 7 (1.44%) Games
15 5 (1.03%) Pharmaceutical
16 4 (0.82%) Investment Banking
17 3 (0.62%) Local Government
17 3 (0.62%) Publishing
18 2 (0.41%) Organisational Skills
Job Titles
1 99 (20.41%) Developer
2 63 (12.99%) Data Engineer
3 62 (12.78%) Analyst
4 41 (8.45%) Big Data Engineer
4 41 (8.45%) Data Analytics Engineer
5 31 (6.39%) Java Engineer
6 29 (5.98%) Data Analyst
7 27 (5.57%) Software Engineer
8 26 (5.36%) Architect
9 25 (5.15%) Consultant
10 23 (4.74%) Big Data Software Engineer
10 23 (4.74%) Java Software Engineer
11 22 (4.54%) IT Manager
12 20 (4.12%) Senior Developer
13 18 (3.71%) Business Intelligence Analyst
14 17 (3.51%) AWS Engineer
14 17 (3.51%) Business Intelligence Developer
14 17 (3.51%) Machine Learning Engineer
15 16 (3.30%) Data Architect
16 15 (3.09%) Data Scientist
Libraries, Frameworks & Software Standards
1 30 (6.19%) HTML
1 30 (6.19%) Kafka
2 29 (5.98%) React
3 27 (5.57%) CSS
4 22 (4.54%) .NET
5 20 (4.12%) AngularJS
5 20 (4.12%) jQuery
6 12 (2.47%) .NET Core
6 12 (2.47%) PySpark
7 10 (2.06%) Node.js
7 10 (2.06%) Web Services
8 8 (1.65%) XML
9 7 (1.44%) .NET Framework
9 7 (1.44%) Spring
9 7 (1.44%) SQLAlchemy
10 6 (1.24%) GraphQL
10 6 (1.24%) REST
10 6 (1.24%) Vue.js
11 5 (1.03%) RESTful
11 5 (1.03%) Spring Boot
Miscellaneous
1 26 (5.36%) User Experience
2 25 (5.15%) Management Information System
3 15 (3.09%) Greenfield Project
4 14 (2.89%) Data Structures
4 14 (2.89%) Derivative
4 14 (2.89%) Reinsurance
5 12 (2.47%) Social Media
6 11 (2.27%) Algorithms
7 10 (2.06%) Hedge funds
8 9 (1.86%) Data Centre
8 9 (1.86%) Private Cloud
9 8 (1.65%) Foreign Exchange (FX)
10 6 (1.24%) Video\Live Streaming
11 5 (1.03%) Life Science
11 5 (1.03%) Public Cloud
12 4 (0.82%) Blog
12 4 (0.82%) Cloud Native
12 4 (0.82%) Fixed Income
12 4 (0.82%) Self-Motivation
13 3 (0.62%) Equities
Operating Systems
1 21 (4.33%) Linux
2 13 (2.68%) Unix
3 3 (0.62%) Windows
4 2 (0.41%) Android
4 2 (0.41%) Apple iOS
5 1 (0.21%) CentOS
5 1 (0.21%) Red Hat Enterprise Linux
5 1 (0.21%) Ubuntu
5 1 (0.21%) Windows Server
Processes & Methodologies
1 162 (33.40%) Data Analytics
2 134 (27.63%) Business Intelligence
3 104 (21.44%) Agile Software Development
4 76 (15.67%) ETL
5 72 (14.85%) Data Modelling
5 72 (14.85%) DevOps
6 68 (14.02%) Data Engineering
7 60 (12.37%) Data Science
8 59 (12.16%) Machine Learning
9 56 (11.55%) Data Analysis
9 56 (11.55%) Software Engineering
10 54 (11.13%) Visualisation
11 50 (10.31%) Decision-Making
12 41 (8.45%) CRM
12 41 (8.45%) Data Strategy
13 39 (8.04%) Artificial Intelligence
14 36 (7.42%) Problem-Solving
15 35 (7.22%) Data Visualisation
16 33 (6.80%) Business Analysis
16 33 (6.80%) Stakeholder Management
Programming Languages
1 168 (34.64%) SQL
2 147 (30.31%) Python
3 81 (16.70%) Java
4 53 (10.93%) JavaScript
5 24 (4.95%) R
6 23 (4.74%) C#
7 21 (4.33%) TypeScript
8 12 (2.47%) T-SQL
9 10 (2.06%) Scala
10 9 (1.86%) C++
10 9 (1.86%) PowerShell
10 9 (1.86%) Shell Script
11 8 (1.65%) PL/SQL
12 7 (1.44%) HiveQL
13 6 (1.24%) Java 8
14 5 (1.03%) Cypher
14 5 (1.03%) PHP
15 4 (0.82%) Bash Shell
15 4 (0.82%) VB
16 3 (0.62%) VBA
Qualifications
1 54 (11.13%) Degree
2 8 (1.65%) SC Cleared
2 8 (1.65%) Security Cleared
3 5 (1.03%) Computer Science Degree
3 5 (1.03%) IIBA
4 4 (0.82%) PhD
5 3 (0.62%) CISA
5 3 (0.62%) CISM
5 3 (0.62%) CISSP
5 3 (0.62%) CRISC
5 3 (0.62%) DV Cleared
5 3 (0.62%) Master's Degree
6 2 (0.41%) Numerate Degree
6 2 (0.41%) Six Sigma Yellow Belt
7 1 (0.21%) BPSS Clearance
7 1 (0.21%) ITIL Certification
7 1 (0.21%) MBA
7 1 (0.21%) PMI Certification
7 1 (0.21%) SAS Certification
Quality Assurance & Compliance
1 47 (9.69%) Data Quality
2 18 (3.71%) QA
3 17 (3.51%) PMO
4 16 (3.30%) Cyber Essentials
5 5 (1.03%) SLA
6 4 (0.82%) COBIT
6 4 (0.82%) GDPR
7 3 (0.62%) NIST
7 3 (0.62%) Solvency II
8 1 (0.21%) GRC
System Software
1 51 (10.52%) Docker
2 7 (1.44%) HDFS
3 5 (1.03%) Apache Flume
4 4 (0.82%) Apache ZooKeeper
5 2 (0.41%) Active Directory
6 1 (0.21%) Virtual Machines
Systems Management
1 51 (10.52%) Kubernetes
2 18 (3.71%) Terraform
3 7 (1.44%) Ansible
4 3 (0.62%) Kubeflow
4 3 (0.62%) Puppet
5 2 (0.41%) Single Sign-On
6 1 (0.21%) Control-M
6 1 (0.21%) Opscode Chef
6 1 (0.21%) PowerCLI
6 1 (0.21%) Prometheus
6 1 (0.21%) SCCM
Vendors
1 54 (11.13%) Microsoft
2 35 (7.22%) Google
3 33 (6.80%) Databricks
4 22 (4.54%) Oracle
5 16 (3.30%) Salesforce.com
6 15 (3.09%) Informatica
6 15 (3.09%) Talend
7 14 (2.89%) Workday
8 12 (2.47%) Cloudera
9 8 (1.65%) Facebook
10 5 (1.03%) SAP
11 4 (0.82%) Adobe
11 4 (0.82%) Alteryx
11 4 (0.82%) Sitecore
12 3 (0.62%) Bloomberg
12 3 (0.62%) IBM
12 3 (0.62%) Intel
12 3 (0.62%) MicroStrategy
12 3 (0.62%) NVIDIA
12 3 (0.62%) ServiceNow