Period
to 29 October 2020

The following table provides summary statistics for permanent job vacancies advertised in 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 29 October 2020 with a comparison to the same period in the previous 2 years.

Data Analytics
England > London
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 142 174 224
Rank change year-on-year +32 +50 -38
Permanent jobs citing Data Analytics 455 1,146 1,116
As % of all permanent jobs advertised in London 2.28% 2.08% 1.64%
As % of the Processes & Methodologies category 2.45% 2.23% 1.77%
Number of salaries quoted 376 1,022 851
Median annual salary £70,000 £72,500 £70,000
Median salary % change year-on-year -3.45% +3.57% +7.69%
10th Percentile £45,375 £41,250 £41,250
90th Percentile £112,500 £115,000 £105,000
England median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% +9.09%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 18,608 51,315 63,069
As % of all permanent IT jobs advertised in London 93.27% 93.26% 92.71%
Number of salaries quoted 15,513 41,382 50,711
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £36,250 £35,000
90th Percentile £105,000 £100,000 £95,000
England median annual salary £55,122 £52,500 £52,500
% change year-on-year +4.99% - +5.00%

Data Analytics
Job Vacancy Trend in London

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

Job vacancy trend for Data Analytics in London

Data Analytics
Salary Trend in London

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

Salary trend for Data Analytics in London

Data Analytics
Salary Histogram in London

Salary distribution for jobs citing Data Analytics in London over the 6 months to 29 October 2020.

Salary histogram for Data Analytics in London

Data Analytics
Job Locations in 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 London region over the 6 months to 29 October 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
Central London +26 91 £72,500 -3.33% 21
South London +38 16 £90,000 +89.47%
West London +62 6 £50,000 -19.35% 4
North London - 1 £48,545 -
Data Analytics
England

For the 6 months to 29 October 2020, 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 London region with a requirement for Data Analytics.

1 455 (100.00%) Analytics
2 259 (56.92%) SQL
3 210 (46.15%) Azure
4 185 (40.66%) Agile Software Development
5 177 (38.90%) Python
6 172 (37.80%) AWS
7 148 (32.53%) Java
8 144 (31.65%) Business Intelligence
9 137 (30.11%) Big Data
10 136 (29.89%) Finance
11 134 (29.45%) Power BI
11 134 (29.45%) Power Platform
12 106 (23.30%) ETL
13 105 (23.08%) Scrum
14 93 (20.44%) JavaScript
15 90 (19.78%) Software Engineering
16 89 (19.56%) Analytical Skills
17 86 (18.90%) Tableau
18 83 (18.24%) DevOps
19 80 (17.58%) Degree
20 78 (17.14%) Data Modelling
21 77 (16.92%) Machine Learning
21 77 (16.92%) Hadoop
22 76 (16.70%) Requirements Gathering
23 75 (16.48%) SQL Server
24 74 (16.26%) Microsoft
25 73 (16.04%) Data Warehouse
26 72 (15.82%) Visualisation
27 69 (15.16%) GCP
28 64 (14.07%) Mentoring

Data Analytics
Co-occurring IT Skills in 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 55 (12.09%) SAS
2 31 (6.81%) Apache Spark
3 12 (2.64%) Apache
4 5 (1.10%) Apache Synapse
5 4 (0.88%) Confluence
5 4 (0.88%) Elasticsearch
5 4 (0.88%) Jupyter
6 3 (0.66%) Tomcat
7 2 (0.44%) Apache Airflow
8 1 (0.22%) Apache Pig
8 1 (0.22%) Apache Solr
8 1 (0.22%) ArcGIS
8 1 (0.22%) CMS
8 1 (0.22%) Tornado
Applications
1 34 (7.47%) Microsoft Excel
2 6 (1.32%) Microsoft PowerPoint
3 3 (0.66%) Sketch
4 2 (0.44%) InVision
4 2 (0.44%) Microsoft Office
4 2 (0.44%) SPSS
4 2 (0.44%) SPSS Modeler
5 1 (0.22%) Adobe Creative Suite
5 1 (0.22%) Adobe XD
5 1 (0.22%) Photoshop
Business Applications
1 9 (1.98%) Actimize
2 8 (1.76%) Distributed Ledger
2 8 (1.76%) R3 Corda
3 3 (0.66%) FINCAD Analytics
4 2 (0.44%) Cognos Business Intelligence
4 2 (0.44%) Cognos TM1
4 2 (0.44%) SAP R/3
5 1 (0.22%) Concordance
5 1 (0.22%) JDE EnterpriseOne
5 1 (0.22%) Oracle EBS
5 1 (0.22%) Relativity
5 1 (0.22%) Sentinel
5 1 (0.22%) Sparx Enterprise Architect
Cloud Services
1 210 (46.15%) Azure
2 172 (37.80%) AWS
3 134 (29.45%) Power Platform
4 69 (15.16%) GCP
5 20 (4.40%) Azure Data Factory
6 18 (3.96%) OpenShift
7 12 (2.64%) Serverless
8 11 (2.42%) Azure Active Directory
9 9 (1.98%) Google Analytics
9 9 (1.98%) iPaaS
9 9 (1.98%) PaaS
10 8 (1.76%) Amazon EMR
10 8 (1.76%) Cloud Computing
10 8 (1.76%) Data Lake Analytics
10 8 (1.76%) SaaS
11 6 (1.32%) AWS CloudFormation
12 5 (1.10%) Amazon S3
13 4 (0.88%) Amazon Kinesis
13 4 (0.88%) AWS Lambda
13 4 (0.88%) Office 365
Communications & Networking
1 8 (1.76%) Internet
2 4 (0.88%) Broadband
2 4 (0.88%) LAN
2 4 (0.88%) WAN
3 3 (0.66%) Firewall
3 3 (0.66%) SMS
4 2 (0.44%) Intranet
4 2 (0.44%) Kerberos
4 2 (0.44%) TCP/IP
5 1 (0.22%) 3GPP
5 1 (0.22%) 4G
5 1 (0.22%) 5G
5 1 (0.22%) DSL
5 1 (0.22%) Network Security
5 1 (0.22%) Radio Access Network
5 1 (0.22%) VLAN
Database & Business Intelligence
1 137 (30.11%) Big Data
2 134 (29.45%) Power BI
3 86 (18.90%) Tableau
4 77 (16.92%) Hadoop
5 75 (16.48%) SQL Server
6 73 (16.04%) Data Warehouse
7 59 (12.97%) Apache Hive
8 48 (10.55%) Data Lake
9 45 (9.89%) BusinessObjects
10 44 (9.67%) Oracle Database
10 44 (9.67%) Pentaho
11 43 (9.45%) SQL Server Analysis Services
12 41 (9.01%) Impala
13 36 (7.91%) SQL Server Integration Services
14 31 (6.81%) NoSQL
14 31 (6.81%) SQL Server Reporting Services
15 30 (6.59%) Azure SQL Database
16 26 (5.71%) Azure SQL Data Warehouse
17 23 (5.05%) Relational Database
18 20 (4.40%) OLTP
Development Applications
1 33 (7.25%) Git (software)
2 22 (4.84%) Artifactory
3 15 (3.30%) Jenkins
3 15 (3.30%) JIRA
4 9 (1.98%) IntelliJ
5 8 (1.76%) Maven
5 8 (1.76%) Visual Studio Team System
6 7 (1.54%) Bitbucket
7 6 (1.32%) TeamCity
8 4 (0.88%) Atlassian Bamboo
8 4 (0.88%) Cucumber
8 4 (0.88%) JUnit
8 4 (0.88%) Octopus Deploy
9 3 (0.66%) Team Foundation Server
10 1 (0.22%) Bower
10 1 (0.22%) GitLab
10 1 (0.22%) Grunt
10 1 (0.22%) Liquibase
10 1 (0.22%) RStudio
10 1 (0.22%) SonarQube
General
1 136 (29.89%) Finance
2 37 (8.13%) Banking
3 30 (6.59%) Front Office
4 17 (3.74%) Retail
5 16 (3.52%) Marketing
6 11 (2.42%) Public Sector
7 8 (1.76%) Manufacturing
8 5 (1.10%) Advertising
8 5 (1.10%) Games
8 5 (1.10%) Investment Banking
8 5 (1.10%) Legal
8 5 (1.10%) Local Government
8 5 (1.10%) Telecoms
9 4 (0.88%) Pharmaceutical
10 3 (0.66%) Law
11 2 (0.44%) Back Office
11 2 (0.44%) Music Industry
11 2 (0.44%) Police
12 1 (0.22%) Billing
12 1 (0.22%) Publishing
Job Titles
1 102 (22.42%) Developer
2 79 (17.36%) Data Engineer
3 46 (10.11%) Consultant
4 39 (8.57%) Business Intelligence Developer
5 36 (7.91%) Analyst
5 36 (7.91%) Architect
6 27 (5.93%) Azure Developer
7 26 (5.71%) Java Developer
7 26 (5.71%) SQL BI Developer
7 26 (5.71%) SQL Developer
8 25 (5.49%) Microsoft BI Developer
8 25 (5.49%) SQL Server BI Developer
8 25 (5.49%) SQL Server Developer
9 23 (5.05%) SSIS Developer
10 22 (4.84%) ETL Developer
10 22 (4.84%) Senior Developer
11 20 (4.40%) Data Analyst
11 20 (4.40%) Data Scientist
11 20 (4.40%) Data Warehouse Developer
11 20 (4.40%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 50 (10.99%) .NET
2 40 (8.79%) Web Services
3 22 (4.84%) AngularJS
4 21 (4.62%) React
5 20 (4.40%) J2EE
6 19 (4.18%) Node.js
7 18 (3.96%) JSON
7 18 (3.96%) Natural Language Processing
7 18 (3.96%) REST
8 17 (3.74%) SOAP
9 16 (3.52%) Spring
9 16 (3.52%) Spring Boot
9 16 (3.52%) XML
10 15 (3.30%) HTML
11 14 (3.08%) NumPy
12 13 (2.86%) Kafka
12 13 (2.86%) MDX
12 13 (2.86%) Middleware
12 13 (2.86%) Pandas
13 9 (1.98%) OAuth
Miscellaneous
1 89 (19.56%) Analytical Skills
2 35 (7.69%) Fixed Income
3 27 (5.93%) Equities
4 26 (5.71%) Hedge funds
5 25 (5.49%) Derivative
5 25 (5.49%) Greenfield Project
6 22 (4.84%) Public Cloud
7 21 (4.62%) Blog
8 18 (3.96%) Equity Derivative
9 15 (3.30%) Self-Motivation
10 12 (2.64%) Management Information System
11 11 (2.42%) User Experience
12 10 (2.20%) Algorithms
12 10 (2.20%) Data Structures
13 6 (1.32%) FMCG
13 6 (1.32%) Reinsurance
14 4 (0.88%) Internet of Things
15 3 (0.66%) Analytical Mindset
15 3 (0.66%) Cloud Native
15 3 (0.66%) Cyberthreat
Operating Systems
1 56 (12.31%) Unix
2 29 (6.37%) Linux
3 5 (1.10%) Windows
4 4 (0.88%) Windows Server
5 3 (0.66%) Windows Server 2008
6 2 (0.44%) Android
6 2 (0.44%) Apple iOS
6 2 (0.44%) Windows Server 2012
6 2 (0.44%) Windows Server 2016
7 1 (0.22%) Red Hat Enterprise Linux
7 1 (0.22%) Windows Server 2019
Processes & Methodologies
1 455 (100.00%) Analytics
2 185 (40.66%) Agile Software Development
3 144 (31.65%) Business Intelligence
4 106 (23.30%) ETL
5 105 (23.08%) Scrum
6 90 (19.78%) Software Engineering
7 83 (18.24%) DevOps
8 78 (17.14%) Data Modelling
9 77 (16.92%) Machine Learning
10 76 (16.70%) Requirements Gathering
11 72 (15.82%) Visualisation
12 64 (14.07%) Data Science
12 64 (14.07%) Mentoring
13 61 (13.41%) Computer Science
14 58 (12.75%) Problem-Solving
15 54 (11.87%) Coaching
15 54 (11.87%) Process Improvement
16 53 (11.65%) Microservices
17 50 (10.99%) Artificial Intelligence
17 50 (10.99%) Decision-Making
Programming Languages
1 259 (56.92%) SQL
2 177 (38.90%) Python
3 148 (32.53%) Java
4 93 (20.44%) JavaScript
5 64 (14.07%) R
6 45 (9.89%) PL/SQL
7 44 (9.67%) Shell Script
8 38 (8.35%) HiveQL
9 30 (6.59%) C++
10 25 (5.49%) C#
11 18 (3.96%) Data Analysis Expressions (DAX)
12 13 (2.86%) Kotlin
12 13 (2.86%) T-SQL
13 12 (2.64%) C
14 11 (2.42%) Scala
15 7 (1.54%) U-SQL
16 4 (0.88%) Java 8
16 4 (0.88%) PowerShell
17 3 (0.66%) PHP
18 2 (0.44%) VBA
Qualifications
1 80 (17.58%) Degree
2 30 (6.59%) BPSS Clearance
3 14 (3.08%) Computer Science Degree
4 11 (2.42%) Security Cleared
5 7 (1.54%) SC Cleared
6 5 (1.10%) CISSP
6 5 (1.10%) Microsoft Certification
7 3 (0.66%) CISA
7 3 (0.66%) CISM
7 3 (0.66%) DV Cleared
7 3 (0.66%) Master's Degree
7 3 (0.66%) Numerate Degree
7 3 (0.66%) RHCE
8 2 (0.44%) AWS Certification
8 2 (0.44%) CCNA
8 2 (0.44%) CCNP
8 2 (0.44%) Cisco Certification
8 2 (0.44%) ITIL Foundation Certificate
8 2 (0.44%) MCSE
8 2 (0.44%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 20 (4.40%) Data Quality
2 11 (2.42%) NIST
3 5 (1.10%) QA
4 4 (0.88%) PMO
5 3 (0.66%) MiFID
6 2 (0.44%) FATCA
6 2 (0.44%) GDPR
7 1 (0.22%) ISO/IEC 20000
7 1 (0.22%) ISO/IEC 27001
7 1 (0.22%) ITGC
7 1 (0.22%) Sarbanes-Oxley
System Software
1 50 (10.99%) Docker
2 46 (10.11%) HDFS
3 14 (3.08%) Active Directory
4 5 (1.10%) VMware Infrastructure
5 4 (0.88%) Virtual Machines
6 3 (0.66%) Apache Flume
6 3 (0.66%) Virtual Servers
7 1 (0.22%) Apache ZooKeeper
7 1 (0.22%) Oracle RAC
7 1 (0.22%) vSphere
Systems Management
1 49 (10.77%) Kubernetes
2 26 (5.71%) Terraform
3 8 (1.76%) Ansible
3 8 (1.76%) Hadoop YARN
4 4 (0.88%) SCOM
5 3 (0.66%) Icinga
5 3 (0.66%) Prometheus
5 3 (0.66%) SCCM
6 2 (0.44%) Grafana
6 2 (0.44%) Kibana
7 1 (0.22%) Cisco CUCM
7 1 (0.22%) Enterprise Manager Cloud Control
7 1 (0.22%) logstash
7 1 (0.22%) Microsoft Clustering
7 1 (0.22%) Oracle RMAN
7 1 (0.22%) Puppet
7 1 (0.22%) Simpana
7 1 (0.22%) vRealize Orchestrator
7 1 (0.22%) Zipkin
Vendors
1 74 (16.26%) Microsoft
2 55 (12.09%) Talend
3 53 (11.65%) Oracle
4 45 (9.89%) Cloudera
5 39 (8.57%) Informatica
6 28 (6.15%) Databricks
7 26 (5.71%) Google
8 20 (4.40%) SAP
9 12 (2.64%) Alteryx
10 9 (1.98%) VMware
11 6 (1.32%) Capita
12 5 (1.10%) Splunk
13 4 (0.88%) Atlassian
13 4 (0.88%) Bloomberg
13 4 (0.88%) Cisco
13 4 (0.88%) Dataiku
13 4 (0.88%) Red Hat
14 3 (0.66%) IBM
14 3 (0.66%) MicroStrategy
14 3 (0.66%) Salesforce.com