Period
to

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 2 July 2022 with a comparison to the same period in the previous 2 years.

Data Analytics
Central London > City of London
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 116 88 145
Rank change year-on-year -28 +57 -40
Permanent jobs citing Data Analytics 220 183 104
As % of all permanent jobs advertised in the City of London 2.73% 3.34% 1.71%
As % of the Processes & Methodologies category 2.87% 3.51% 1.80%
Number of salaries quoted 176 173 81
10th Percentile £46,250 £45,000 £33,750
25th Percentile £53,750 £53,750 £51,250
Median annual salary (50th Percentile) £70,000 £75,000 £62,500
Median % change year-on-year -6.67% +20.00% -13.79%
75th Percentile £82,500 £96,250 £80,000
90th Percentile £95,000 £100,000 £92,500
Central London median annual salary £70,000 £71,250 £68,750
% change year-on-year -1.75% +3.64% -1.79%

Data 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 7,658 5,221 5,768
As % of all permanent IT jobs advertised in the City of London 95.00% 95.43% 94.93%
Number of salaries quoted 5,782 4,667 5,058
10th Percentile £45,501 £43,750 £42,000
25th Percentile £56,250 £55,000 £52,500
Median annual salary (50th Percentile) £72,500 £72,500 £70,000
Median % change year-on-year - +3.57% +7.69%
75th Percentile £95,000 £90,000 £85,000
90th Percentile £110,000 £106,250 £98,750
Central London median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - +7.69%

Data Analytics
Job Vacancy Trend in the City of London

Job postings citing Data Analytics as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Data Analytics in the City of London

Data Analytics
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Data Analytics in the City of London.

Salary trend for Data Analytics in the City of London

Data Analytics
Salary Histogram in the City of London

Salary distribution for jobs citing Data Analytics in the City of London over the 6 months to 2 July 2022.

Salary histogram for Data Analytics in the City of London

Data 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 Data Analytics within the City of London region over the 6 months to 2 July 2022. 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
Jobs
London Bridge -7 1 £65,000 -18.75%
Data Analytics
Central London

For the 6 months to 2 July 2022, IT jobs citing Data 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 Data Analytics.

1 220 (100.00%) Analytics
2 142 (64.55%) SQL
3 87 (39.55%) Business Intelligence
4 76 (34.55%) Azure
5 74 (33.64%) Power Platform
6 72 (32.73%) Power BI
7 69 (31.36%) Machine Learning
7 69 (31.36%) Python
8 66 (30.00%) Social Skills
9 62 (28.18%) Analytical Skills
10 61 (27.73%) Data Science
11 58 (26.36%) Data Warehouse
12 56 (25.45%) Microsoft
13 54 (24.55%) Finance
14 51 (23.18%) Agile
14 51 (23.18%) C#
15 50 (22.73%) Visualisation
16 49 (22.27%) Data Modelling
17 47 (21.36%) AWS
18 44 (20.00%) Test Automation
19 43 (19.55%) Data Lake
20 40 (18.18%) ETL
21 39 (17.73%) .NET
21 39 (17.73%) Data Engineering
21 39 (17.73%) Tableau
22 38 (17.27%) Problem-Solving
23 37 (16.82%) SQL Server
24 36 (16.36%) DevOps
25 34 (15.45%) Data Visualisation
25 34 (15.45%) Degree

Data 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 13 (5.91%) Apache Spark
2 10 (4.55%) Apache
3 8 (3.64%) SAS
4 4 (1.82%) Confluence
5 3 (1.36%) Apache Airflow
5 3 (1.36%) SharePoint
6 2 (0.91%) Apache Pig
7 1 (0.45%) IIS
7 1 (0.45%) Jupyter
7 1 (0.45%) Luigi
Applications
1 15 (6.82%) Microsoft Excel
2 11 (5.00%) Microsoft Office
3 1 (0.45%) Camtasia
3 1 (0.45%) Chatbot
3 1 (0.45%) Microsoft PowerPoint
Business Applications
1 2 (0.91%) Dynamics CRM
1 2 (0.91%) SAP MDM
2 1 (0.45%) Workday HCM
Cloud Services
1 76 (34.55%) Azure
2 74 (33.64%) Power Platform
3 47 (21.36%) AWS
4 26 (11.82%) Azure Synapse Analytics
5 25 (11.36%) SaaS
6 21 (9.55%) Azure Data Factory
6 21 (9.55%) Snowflake
7 20 (9.09%) Azure Cosmos DB
8 18 (8.18%) Azure DevOps
9 16 (7.27%) GCP
9 16 (7.27%) Matillion
10 13 (5.91%) PowerApps
11 11 (5.00%) PaaS
12 9 (4.09%) Azure Storage
13 8 (3.64%) Azure AKS
13 8 (3.64%) GitHub
14 6 (2.73%) Azure Data Lake Analytics
15 5 (2.27%) Dynamics 365
16 4 (1.82%) Amazon SageMaker
17 3 (1.36%) Azure Stack
Communications & Networking
1 5 (2.27%) Network Security
2 3 (1.36%) Firewall
2 3 (1.36%) WebEx
3 2 (0.91%) Broadband
3 2 (0.91%) TCP/IP
4 1 (0.45%) DNS
4 1 (0.45%) iSCSI
4 1 (0.45%) NAS
4 1 (0.45%) SAN
4 1 (0.45%) VPN
Database & Business Intelligence
1 72 (32.73%) Power BI
2 58 (26.36%) Data Warehouse
3 43 (19.55%) Data Lake
4 39 (17.73%) Tableau
5 37 (16.82%) SQL Server
6 25 (11.36%) Relational Database
7 24 (10.91%) SQL Server Integration Services
8 23 (10.45%) Big Data
9 20 (9.09%) MySQL
9 20 (9.09%) RDBMS
10 13 (5.91%) NoSQL
11 12 (5.45%) Power Query
12 10 (4.55%) Apache Hive
12 10 (4.55%) Azure SQL Database
12 10 (4.55%) OLTP
12 10 (4.55%) SQL Server Reporting Services
13 9 (4.09%) SQL Server Analysis Services
14 8 (3.64%) Delta Lake
14 8 (3.64%) Elasticsearch
14 8 (3.64%) OLAP
Development Applications
1 25 (11.36%) JIRA
2 10 (4.55%) Selenium
3 9 (4.09%) GitLab
4 4 (1.82%) Jenkins
5 3 (1.36%) Cucumber
5 3 (1.36%) Git (software)
6 2 (0.91%) ER Studio
6 2 (0.91%) ERwin
6 2 (0.91%) PowerDesigner
6 2 (0.91%) Vagrant
7 1 (0.45%) Artifactory
7 1 (0.45%) Atlassian Bamboo
7 1 (0.45%) Bitbucket
7 1 (0.45%) Cypress.io
7 1 (0.45%) Visual Studio
7 1 (0.45%) WebDriver
General
1 66 (30.00%) Social Skills
2 62 (28.18%) Analytical Skills
3 54 (24.55%) Finance
4 24 (10.91%) Advertising
5 11 (5.00%) Retail
6 9 (4.09%) Games
6 9 (4.09%) Marketing
7 7 (3.18%) Legal
8 6 (2.73%) Banking
9 5 (2.27%) Law
9 5 (2.27%) Manufacturing
9 5 (2.27%) Pharmaceutical
10 4 (1.82%) Inclusion and Diversity
11 3 (1.36%) Aviation
12 2 (0.91%) Investment Banking
12 2 (0.91%) Presentation Skills
13 1 (0.45%) Corporate Banking
13 1 (0.45%) Financial Institution
13 1 (0.45%) Spanish Language
13 1 (0.45%) Telecoms
Job Titles
1 46 (20.91%) Developer
2 40 (18.18%) Data Engineer
3 36 (16.36%) Analyst
4 29 (13.18%) C# Developer
5 21 (9.55%) Analytics Developer
6 20 (9.09%) Data Analyst
7 19 (8.64%) Senior Developer
8 16 (7.27%) Senior Analyst
9 13 (5.91%) Consultant
9 13 (5.91%) Senior Data Engineer
10 10 (4.55%) Business Intelligence Developer
10 10 (4.55%) Data Manager
10 10 (4.55%) Product Manager
11 9 (4.09%) Azure Data Engineer
11 9 (4.09%) Azure Engineer
11 9 (4.09%) Data Analytics Engineer
11 9 (4.09%) Test Analyst
12 8 (3.64%) Automation Test Analyst
12 8 (3.64%) C# Quant Developer
12 8 (3.64%) Selenium Test Analyst
Libraries, Frameworks & Software Standards
1 39 (17.73%) .NET
2 20 (9.09%) .NET Core
3 5 (2.27%) PySpark
3 5 (2.27%) SQLAlchemy
4 4 (1.82%) NumPy
4 4 (1.82%) Pandas
4 4 (1.82%) React
4 4 (1.82%) scikit-learn
4 4 (1.82%) TensorFlow
5 3 (1.36%) Gherkin
5 3 (1.36%) H2O
5 3 (1.36%) Keras
5 3 (1.36%) Oracle Fusion
5 3 (1.36%) Spark Streaming
6 2 (0.91%) Kafka
7 1 (0.45%) D3.js
7 1 (0.45%) Elastic Stack
7 1 (0.45%) Highcharts JS
7 1 (0.45%) Oracle GoldenGate
7 1 (0.45%) REST
Miscellaneous
1 32 (14.55%) Greenfield Project
2 22 (10.00%) Data Structures
3 11 (5.00%) Self-Motivation
4 9 (4.09%) User Experience
5 8 (3.64%) Virtual Team
6 7 (3.18%) Derivative
7 6 (2.73%) Cyberthreat
8 5 (2.27%) Management Information System
9 4 (1.82%) Cloud Native
9 4 (1.82%) Life Science
10 3 (1.36%) Algorithms
11 2 (0.91%) e-Learning
11 2 (0.91%) Enterprise Software
11 2 (0.91%) IoT
11 2 (0.91%) NHS
11 2 (0.91%) Reference Data
12 1 (0.45%) Equities
12 1 (0.45%) FMCG
12 1 (0.45%) Replication
12 1 (0.45%) Video Editing
Operating Systems
1 10 (4.55%) Unix
2 9 (4.09%) Linux
3 2 (0.91%) Apple iOS
3 2 (0.91%) Windows
4 1 (0.45%) Windows Server
4 1 (0.45%) Windows Server 2016
4 1 (0.45%) Windows Server 2019
Processes & Methodologies
1 220 (100.00%) Analytics
2 87 (39.55%) Business Intelligence
3 69 (31.36%) Machine Learning
4 61 (27.73%) Data Science
5 51 (23.18%) Agile
6 50 (22.73%) Visualisation
7 49 (22.27%) Data Modelling
8 44 (20.00%) Test Automation
9 40 (18.18%) ETL
10 39 (17.73%) Data Engineering
11 38 (17.27%) Problem-Solving
12 36 (16.36%) DevOps
13 34 (15.45%) Data Visualisation
14 33 (15.00%) Unit Testing
15 32 (14.55%) CI/CD
15 32 (14.55%) Data Analysis
16 31 (14.09%) Data Pipeline
17 27 (12.27%) Test Strategy
18 25 (11.36%) Technical Debt
19 23 (10.45%) Artificial Intelligence
Programming Languages
1 142 (64.55%) SQL
2 69 (31.36%) Python
3 51 (23.18%) C#
4 32 (14.55%) T-SQL
5 10 (4.55%) JavaScript
6 8 (3.64%) ANSI SQL
6 8 (3.64%) PL/SQL
6 8 (3.64%) Scala
6 8 (3.64%) VBA
6 8 (3.64%) XMLA
7 7 (3.18%) Data Analysis Expressions (DAX)
7 7 (3.18%) Java
7 7 (3.18%) Perl
7 7 (3.18%) Shell Script
8 6 (2.73%) U-SQL
9 5 (2.27%) R
10 3 (1.36%) PowerShell
11 2 (0.91%) C++
11 2 (0.91%) ES6
12 1 (0.45%) Go
Qualifications
1 34 (15.45%) Degree
2 10 (4.55%) Microsoft Certification
3 2 (0.91%) Computer Science Degree
3 2 (0.91%) Master's Degree
3 2 (0.91%) Security Cleared
4 1 (0.45%) SC Cleared
Quality Assurance & Compliance
1 32 (14.55%) Data Quality
2 13 (5.91%) QA
3 7 (3.18%) SLA
4 2 (0.91%) GDPR
5 1 (0.45%) ISO/IEC 27001
System Software
1 17 (7.73%) Docker
2 3 (1.36%) Active Directory
3 2 (0.91%) Apache Flume
4 1 (0.45%) VirtualBox
4 1 (0.45%) VMware Infrastructure
4 1 (0.45%) vSphere
Systems Management
1 20 (9.09%) Terraform
2 13 (5.91%) Kubernetes
3 5 (2.27%) Ansible
4 3 (1.36%) SCCM
5 1 (0.45%) Docker Swarm
5 1 (0.45%) Packer
5 1 (0.45%) Rundeck
5 1 (0.45%) WSUS
Vendors
1 56 (25.45%) Microsoft
2 21 (9.55%) Databricks
3 19 (8.64%) Informatica
4 13 (5.91%) Oracle
5 7 (3.18%) SAP
5 7 (3.18%) Talend
6 6 (2.73%) Google
7 3 (1.36%) ServiceNow
7 3 (1.36%) Snow
8 2 (0.91%) Alteryx
8 2 (0.91%) Salesforce.com
9 1 (0.45%) Adobe
9 1 (0.45%) Cloudera
9 1 (0.45%) Cognos
9 1 (0.45%) Hortonworks
9 1 (0.45%) MicroStrategy
9 1 (0.45%) Netezza
9 1 (0.45%) Splunk
9 1 (0.45%) Veeam
9 1 (0.45%) VMware