Period
to 24 February 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 24 February 2021 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
24 Feb 2021
Same period 2020 Same period 2019
Rank 28 28 32
Rank change year-on-year 0 +4 +2
Permanent jobs citing Analytics 386 684 729
As % of all permanent jobs advertised in the City of London 8.31% 7.58% 7.11%
As % of the Processes & Methodologies category 8.72% 8.08% 7.65%
Number of salaries quoted 332 584 670
Median annual salary £70,000 £70,000 £70,000
10th Percentile £43,041 £41,250 £39,225
90th Percentile £102,500 £112,500 £102,500
Central London median annual salary £70,000 £70,000 £70,000

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 4,426 8,465 9,533
As % of all permanent IT jobs advertised in the City of London 95.29% 93.75% 92.92%
Number of salaries quoted 3,874 7,377 8,553
Median annual salary £72,500 £67,500 £65,000
Median salary % change year-on-year +7.41% +3.85% +7.44%
10th Percentile £45,000 £38,750 £36,250
90th Percentile £105,000 £100,000 £96,250
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 24 February 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 24 February 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 +1 2 £80,000 +68.42%
Analytics
Central London

For the 6 months to 24 February 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.

1 128 (33.16%) Finance
2 123 (31.87%) Python
3 118 (30.57%) SQL
4 116 (30.05%) Data Analytics
5 115 (29.79%) Azure
6 112 (29.02%) Agile Software Development
7 92 (23.83%) AWS
8 91 (23.58%) Business Intelligence
9 77 (19.95%) ETL
9 77 (19.95%) Big Data
10 69 (17.88%) Analytical Skills
11 64 (16.58%) Java
12 63 (16.32%) DevOps
12 63 (16.32%) Power BI
12 63 (16.32%) Power Platform
13 61 (15.80%) Data Warehouse
14 58 (15.03%) Machine Learning
15 57 (14.77%) Microsoft
16 55 (14.25%) Data Modelling
17 54 (13.99%) Hadoop
17 54 (13.99%) Data Science
18 46 (11.92%) SQL Server
19 45 (11.66%) Visualisation
19 45 (11.66%) GCP
20 43 (11.14%) Apache Spark
21 40 (10.36%) Software Engineering
22 39 (10.10%) Marketing
22 39 (10.10%) Data Lake
23 38 (9.84%) Data Engineering
23 38 (9.84%) Decision-Making

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 43 (11.14%) Apache Spark
2 17 (4.40%) SAS
3 8 (2.07%) Apache
4 5 (1.30%) Confluence
5 4 (1.04%) SharePoint
6 3 (0.78%) WordPress
7 2 (0.52%) Elasticsearch
8 1 (0.26%) Adobe Experience Manager
8 1 (0.26%) Apache Airflow
8 1 (0.26%) CMS
8 1 (0.26%) MS Exchange
Applications
1 12 (3.11%) Microsoft Excel
2 4 (1.04%) Microsoft Office
2 4 (1.04%) Microsoft PowerPoint
3 3 (0.78%) MS Visio
4 2 (0.52%) OmniGraffle
4 2 (0.52%) Spreadsheet
5 1 (0.26%) Adobe Illustrator
5 1 (0.26%) Photoshop
Business Applications
1 11 (2.85%) Salesforce.com CRM
2 5 (1.30%) Actimize
3 4 (1.04%) Shopify
4 3 (0.78%) Global One
5 2 (0.52%) FINCAD Analytics
6 1 (0.26%) Dynamics CRM
6 1 (0.26%) SAP S/4HANA
Cloud Services
1 115 (29.79%) Azure
2 92 (23.83%) AWS
3 63 (16.32%) Power Platform
4 45 (11.66%) GCP
5 25 (6.48%) Azure Data Factory
6 15 (3.89%) SaaS
7 9 (2.33%) IaaS
7 9 (2.33%) PaaS
8 8 (2.07%) Power Automate
8 8 (2.07%) PowerApps
9 7 (1.81%) Microsoft 365
10 6 (1.55%) Cloud Computing
10 6 (1.55%) Google Analytics
10 6 (1.55%) npm
11 4 (1.04%) Amazon EMR
12 3 (0.78%) Amazon EC2
12 3 (0.78%) Amazon Kinesis
12 3 (0.78%) Serverless
13 2 (0.52%) AWS CloudFormation
13 2 (0.52%) Trello
Communications & Networking
1 8 (2.07%) Unified Communications
2 4 (1.04%) DNS
2 4 (1.04%) TCP/IP
2 4 (1.04%) VoIP
3 2 (0.52%) Firewall
3 2 (0.52%) SMS
4 1 (0.26%) AMQP
4 1 (0.26%) DKIM
4 1 (0.26%) DMARC
4 1 (0.26%) HTTP
4 1 (0.26%) Internet
4 1 (0.26%) Intranet
4 1 (0.26%) Network Security
4 1 (0.26%) Software-Defined Networking
Database & Business Intelligence
1 77 (19.95%) Big Data
2 63 (16.32%) Power BI
3 61 (15.80%) Data Warehouse
4 54 (13.99%) Hadoop
5 46 (11.92%) SQL Server
6 39 (10.10%) Data Lake
7 30 (7.77%) Tableau
8 22 (5.70%) BusinessObjects
9 21 (5.44%) Amazon Redshift
9 21 (5.44%) SQL Server Analysis Services
10 20 (5.18%) Apache Hive
10 20 (5.18%) SQL Server Integration Services
11 19 (4.92%) NoSQL
12 18 (4.66%) Azure SQL Database
13 16 (4.15%) BigQuery
14 15 (3.89%) Pentaho
15 14 (3.63%) Oracle Database
15 14 (3.63%) Relational Database
16 13 (3.37%) SQL Server Reporting Services
17 12 (3.11%) Impala
Development Applications
1 17 (4.40%) Git (software)
2 13 (3.37%) Jenkins
3 11 (2.85%) Visual Studio
4 10 (2.59%) JIRA
5 7 (1.81%) webpack
6 6 (1.55%) Bower
6 6 (1.55%) Grunt
7 5 (1.30%) Burp Suite
8 4 (1.04%) Team Foundation Server
9 3 (0.78%) SQL Server Management Studio (SSMS)
9 3 (0.78%) Subversion
10 2 (0.52%) ER Studio
10 2 (0.52%) ERwin
10 2 (0.52%) GCC
10 2 (0.52%) JUnit
10 2 (0.52%) PowerDesigner
10 2 (0.52%) Selenium
10 2 (0.52%) SpecFlow
10 2 (0.52%) WebDriver
11 1 (0.26%) Visual Studio Team System
General
1 128 (33.16%) Finance
2 39 (10.10%) Marketing
3 24 (6.22%) Banking
4 16 (4.15%) Front Office
4 16 (4.15%) Legal
5 13 (3.37%) Advertising
6 11 (2.85%) Retail
7 9 (2.33%) Law
8 6 (1.55%) Public Sector
8 6 (1.55%) Telecoms
9 4 (1.04%) Games
10 2 (0.52%) Billing
10 2 (0.52%) Electronics
10 2 (0.52%) Investment Banking
10 2 (0.52%) Manufacturing
10 2 (0.52%) Pharmaceutical
11 1 (0.26%) Financial Institution
11 1 (0.26%) Local Government
11 1 (0.26%) Music Industry
11 1 (0.26%) Retail Banking
Job Titles
1 73 (18.91%) Developer
2 43 (11.14%) Data Engineer
3 42 (10.88%) Architect
4 30 (7.77%) Analyst
5 24 (6.22%) Data Analytics Engineer
6 23 (5.96%) IT Manager
7 22 (5.70%) Big Data Engineer
8 21 (5.44%) Data Architect
9 19 (4.92%) Software Engineer
10 18 (4.66%) Business Intelligence Developer
10 18 (4.66%) Consultant
11 17 (4.40%) Machine Learning Engineer
12 16 (4.15%) Java Engineer
13 15 (3.89%) Senior Developer
14 13 (3.37%) Data Scientist
14 13 (3.37%) Product Manager
14 13 (3.37%) Programme Manager
15 12 (3.11%) Data Analyst
16 11 (2.85%) IT Programme Manager
16 11 (2.85%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 30 (7.77%) Natural Language Processing
2 21 (5.44%) Web Services
3 17 (4.40%) CSS
3 17 (4.40%) HTML
4 16 (4.15%) AngularJS
5 14 (3.63%) Kafka
6 13 (3.37%) .NET
6 13 (3.37%) Spring
7 11 (2.85%) TensorFlow
8 10 (2.59%) Middleware
9 9 (2.33%) jQuery
9 9 (2.33%) scikit-learn
10 8 (2.07%) .NET Core
10 8 (2.07%) CSS3
10 8 (2.07%) HTML5
10 8 (2.07%) MDX
10 8 (2.07%) React
10 8 (2.07%) Sass
11 7 (1.81%) Keras
11 7 (1.81%) LESS
Miscellaneous
1 69 (17.88%) Analytical Skills
2 25 (6.48%) Management Information System
3 19 (4.92%) Algorithms
4 18 (4.66%) User Experience
5 12 (3.11%) Reinsurance
6 9 (2.33%) Derivative
6 9 (2.33%) Fixed Income
7 8 (2.07%) Greenfield Project
8 7 (1.81%) Blog
8 7 (1.81%) Video\Live Streaming
9 6 (1.55%) Data Centre
9 6 (1.55%) Equities
9 6 (1.55%) Foreign Exchange (FX)
9 6 (1.55%) Public Cloud
9 6 (1.55%) Social Media
10 5 (1.30%) Hedge funds
10 5 (1.30%) Mobile App
10 5 (1.30%) Self-Motivation
11 4 (1.04%) Video Conferencing
12 3 (0.78%) Cyberthreat
Operating Systems
1 16 (4.15%) Unix
2 15 (3.89%) Linux
3 7 (1.81%) Windows
4 2 (0.52%) Red Hat Enterprise Linux
5 1 (0.26%) CentOS
5 1 (0.26%) Ubuntu
5 1 (0.26%) Windows Server
Processes & Methodologies
1 116 (30.05%) Data Analytics
2 112 (29.02%) Agile Software Development
3 91 (23.58%) Business Intelligence
4 77 (19.95%) ETL
5 63 (16.32%) DevOps
6 58 (15.03%) Machine Learning
7 55 (14.25%) Data Modelling
8 54 (13.99%) Data Science
9 45 (11.66%) Visualisation
10 40 (10.36%) Software Engineering
11 38 (9.84%) Data Engineering
11 38 (9.84%) Decision-Making
12 36 (9.33%) Artificial Intelligence
13 35 (9.07%) Mentoring
13 35 (9.07%) Problem-Solving
14 34 (8.81%) Stakeholder Management
15 31 (8.03%) Data Strategy
16 30 (7.77%) Data Management
17 27 (6.99%) Data Visualisation
17 27 (6.99%) Migration
Programming Languages
1 123 (31.87%) Python
2 118 (30.57%) SQL
3 64 (16.58%) Java
4 34 (8.81%) JavaScript
5 32 (8.29%) C#
6 30 (7.77%) R
7 15 (3.89%) Shell Script
8 13 (3.37%) PL/SQL
9 12 (3.11%) HiveQL
10 11 (2.85%) C++
11 10 (2.59%) T-SQL
12 9 (2.33%) Data Analysis Expressions (DAX)
13 8 (2.07%) Bash Shell
13 8 (2.07%) PowerShell
14 7 (1.81%) Scala
15 5 (1.30%) VB
16 4 (1.04%) MATLAB
17 3 (0.78%) Java 8
17 3 (0.78%) Perl
17 3 (0.78%) TypeScript
Qualifications
1 34 (8.81%) Degree
2 8 (2.07%) Computer Science Degree
3 5 (1.30%) PhD
4 4 (1.04%) SC Cleared
4 4 (1.04%) Security Cleared
4 4 (1.04%) TOGAF Certification
5 3 (0.78%) Master's Degree
6 2 (0.52%) IIBA
6 2 (0.52%) ISEB
6 2 (0.52%) Numerate Degree
7 1 (0.26%) PMI Certification
Quality Assurance & Compliance
1 34 (8.81%) Data Quality
2 16 (4.15%) PMO
3 12 (3.11%) QA
4 6 (1.55%) Cyber Essentials
5 5 (1.30%) GDPR
6 3 (0.78%) FATCA
7 2 (0.52%) SLA
8 1 (0.26%) COBIT
System Software
1 37 (9.59%) Docker
2 12 (3.11%) HDFS
3 3 (0.78%) Apache Flume
4 2 (0.52%) Active Directory
5 1 (0.26%) Virtual Machines
Systems Management
1 31 (8.03%) Kubernetes
2 9 (2.33%) Terraform
3 4 (1.04%) Ansible
3 4 (1.04%) Cisco CUCM
4 2 (0.52%) Opscode Chef
4 2 (0.52%) Puppet
4 2 (0.52%) Single Sign-On
5 1 (0.26%) Control-M
5 1 (0.26%) Data Guard
5 1 (0.26%) ITRS Geneos
5 1 (0.26%) Kubeflow
5 1 (0.26%) Nagios
5 1 (0.26%) PowerCLI
5 1 (0.26%) Prometheus
5 1 (0.26%) SCCM
5 1 (0.26%) SCOM
Vendors
1 57 (14.77%) Microsoft
2 37 (9.59%) Databricks
3 28 (7.25%) Google
4 27 (6.99%) Salesforce.com
5 26 (6.74%) Informatica
6 25 (6.48%) Oracle
6 25 (6.48%) Talend
7 17 (4.40%) Cloudera
8 11 (2.85%) SAP
9 9 (2.33%) IBM
10 6 (1.55%) Cisco
11 4 (1.04%) Ab Initio
11 4 (1.04%) Avaya
11 4 (1.04%) Facebook
11 4 (1.04%) NICE Systems
11 4 (1.04%) NVIDIA
12 3 (0.78%) Intel
12 3 (0.78%) Palantir
12 3 (0.78%) Perforce
13 2 (0.52%) OpenText