Period
to 25 September 2020

The following table provides summary statistics for permanent job vacancies advertised in 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 25 September 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > London
6 months to
25 Sep 2020
Same period 2019 Same period 2018
Rank 27 23 29
Rank change year-on-year -4 +6 0
Permanent jobs citing Analytics 1,658 4,976 5,354
As % of all permanent jobs advertised in London 8.26% 8.92% 7.78%
As % of the Processes & Methodologies category 8.85% 9.58% 8.39%
Number of salaries quoted 1,409 4,160 3,857
Median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +4.00%
10th Percentile £43,593 £39,738 £37,500
90th Percentile £118,750 £105,000 £102,500
England median annual salary £62,500 £59,900 £55,000
% change year-on-year +4.34% +8.91% -

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 18,743 51,948 63,815
As % of all permanent IT jobs advertised in London 93.36% 93.11% 92.71%
Number of salaries quoted 15,439 41,812 51,144
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 £108,750 £98,750 £95,000
England median annual salary £57,500 £52,500 £50,198
% change year-on-year +9.52% +4.59% +0.40%

Analytics
Job Vacancy Trend in London

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

Job vacancy trend for Analytics in London

Analytics
Salary Trend in London

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

Salary trend for Analytics in London

Analytics
Salary Histogram in London

Salary distribution for jobs citing Analytics in London over the 6 months to 25 September 2020.

Salary histogram for Analytics in London

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 Analytics within the London region over the 6 months to 25 September 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 -6 339 £68,500 +1.48% 101
South London -12 34 £90,000 +89.28% 10
West London -17 29 £47,500 -9.52% 29
East London +10 18 £65,000 +20.37% 16
North London +17 3 £48,545 -11.74% 4
Analytics
England

For the 6 months to 25 September 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 London region with a requirement for Analytics.

1 701 (42.28%) SQL
2 640 (38.60%) Agile Software Development
3 606 (36.55%) Python
4 578 (34.86%) Finance
5 476 (28.71%) AWS
6 469 (28.29%) Data Analytics
7 449 (27.08%) Azure
8 419 (25.27%) Business Intelligence
9 369 (22.26%) Java
10 308 (18.58%) Big Data
11 292 (17.61%) JavaScript
12 280 (16.89%) Analytical Skills
13 261 (15.74%) DevOps
14 258 (15.56%) Degree
15 256 (15.44%) Data Science
16 253 (15.26%) Software Engineering
17 246 (14.84%) Power Platform
18 244 (14.72%) Power BI
19 232 (13.99%) Microsoft
20 230 (13.87%) Machine Learning
21 224 (13.51%) Visualisation
21 224 (13.51%) Scrum
22 219 (13.21%) ETL
23 216 (13.03%) Artificial Intelligence
24 211 (12.73%) Data Warehouse
25 199 (12.00%) GCP
26 193 (11.64%) SQL Server
26 193 (11.64%) Marketing
27 192 (11.58%) Data Modelling
28 190 (11.46%) R

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
1 152 (9.17%) Apache Spark
2 58 (3.50%) SAS
3 37 (2.23%) Apache
4 32 (1.93%) Elasticsearch
5 27 (1.63%) CMS
6 23 (1.39%) Confluence
7 18 (1.09%) Apache Airflow
8 13 (0.78%) Jupyter
9 8 (0.48%) Adobe Experience Manager
9 8 (0.48%) IBM Domino
9 8 (0.48%) IIS
9 8 (0.48%) SharePoint
10 6 (0.36%) Apache Synapse
11 4 (0.24%) Tomcat
12 3 (0.18%) Apache Solr
12 3 (0.18%) Luigi
12 3 (0.18%) Oracle SOA Suite
12 3 (0.18%) WebSphere
13 2 (0.12%) Apache Pig
13 2 (0.12%) Mule
Applications
1 113 (6.82%) Microsoft Excel
2 19 (1.15%) Microsoft Office
3 12 (0.72%) Microsoft PowerPoint
4 9 (0.54%) Microsoft Project
5 8 (0.48%) MS Visio
5 8 (0.48%) Zeplin
6 7 (0.42%) Figma
7 6 (0.36%) Photoshop
8 5 (0.30%) Sketch
9 4 (0.24%) Chatbot
10 3 (0.18%) SPSS
11 2 (0.12%) Adobe Creative Suite
11 2 (0.12%) Adobe Illustrator
11 2 (0.12%) Adobe XD
11 2 (0.12%) EViews
11 2 (0.12%) Spreadsheet
11 2 (0.12%) Stata
12 1 (0.060%) Fireworks
12 1 (0.060%) Inkscape
12 1 (0.060%) InVision
Business Applications
1 25 (1.51%) FINCAD Analytics
2 11 (0.66%) SAP BPC
3 9 (0.54%) Actimize
4 8 (0.48%) Distributed Ledger
4 8 (0.48%) Dynamics CRM
4 8 (0.48%) R3 Corda
5 5 (0.30%) Markit EDM
6 4 (0.24%) Eagle PACE
6 4 (0.24%) Loan IQ
6 4 (0.24%) Payment Gateway
6 4 (0.24%) SAP MDG
6 4 (0.24%) SAP MDM
6 4 (0.24%) SAP S/4HANA
7 3 (0.18%) Magento
7 3 (0.18%) Raiser's Edge
7 3 (0.18%) ResourceLink
7 3 (0.18%) SAP ERP
7 3 (0.18%) Sentinel
8 2 (0.12%) SAP IS-U
8 2 (0.12%) Social Studio
Cloud Services
1 476 (28.71%) AWS
2 449 (27.08%) Azure
3 246 (14.84%) Power Platform
4 199 (12.00%) GCP
5 109 (6.57%) SaaS
6 97 (5.85%) Google Analytics
7 65 (3.92%) Azure Data Factory
8 57 (3.44%) Serverless
9 34 (2.05%) PaaS
10 32 (1.93%) Amazon S3
11 26 (1.57%) Amazon EMR
11 26 (1.57%) GitHub
12 24 (1.45%) AWS Lambda
13 20 (1.21%) OpenShift
14 18 (1.09%) Adobe Analytics
14 18 (1.09%) Cloud Computing
15 16 (0.97%) Amazon SQS
15 16 (0.97%) AWS CloudFormation
15 16 (0.97%) Office 365
16 15 (0.90%) Azure Active Directory
Communications & Networking
1 24 (1.45%) Firewall
2 23 (1.39%) Internet
3 12 (0.72%) DNS
4 10 (0.60%) SMS
5 8 (0.48%) TCP/IP
5 8 (0.48%) WAN
6 6 (0.36%) MPLS
6 6 (0.36%) Network Security
7 5 (0.30%) BGP
7 5 (0.30%) HTTP
7 5 (0.30%) OSPF
8 4 (0.24%) Cisco Nexus
8 4 (0.24%) EIGRP
8 4 (0.24%) Extranet
8 4 (0.24%) FabricPath
8 4 (0.24%) LAN
8 4 (0.24%) VPN
8 4 (0.24%) VXLAN
9 3 (0.18%) Multicast
9 3 (0.18%) NAS
Database & Business Intelligence
1 308 (18.58%) Big Data
2 244 (14.72%) Power BI
3 211 (12.73%) Data Warehouse
4 193 (11.64%) SQL Server
5 174 (10.49%) Hadoop
6 111 (6.69%) Apache Hive
7 108 (6.51%) Data Lake
7 108 (6.51%) NoSQL
8 91 (5.49%) SQL Server Integration Services
9 86 (5.19%) Relational Database
10 74 (4.46%) SQL Server Analysis Services
11 69 (4.16%) SQL Server Reporting Services
12 68 (4.10%) Looker
13 57 (3.44%) PostgreSQL
14 56 (3.38%) MySQL
15 55 (3.32%) Data Mining
16 53 (3.20%) Amazon Redshift
16 53 (3.20%) Azure SQL Database
16 53 (3.20%) Snowflake Schema
17 50 (3.02%) BigQuery
Development Applications
1 155 (9.35%) Git (software)
2 66 (3.98%) JIRA
3 64 (3.86%) Jenkins
4 30 (1.81%) Artifactory
5 22 (1.33%) Octopus Deploy
5 22 (1.33%) Selenium
6 21 (1.27%) TeamCity
6 21 (1.27%) Visual Studio
7 17 (1.03%) webpack
8 15 (0.90%) Atlassian Bamboo
8 15 (0.90%) Grunt
9 14 (0.84%) Bower
9 14 (0.84%) GitLab
10 13 (0.78%) Maven
11 12 (0.72%) Bitbucket
11 12 (0.72%) SpecFlow
11 12 (0.72%) Team Foundation Server
11 12 (0.72%) Xcode
12 11 (0.66%) ERwin
13 9 (0.54%) IntelliJ
General
1 578 (34.86%) Finance
2 193 (11.64%) Marketing
3 174 (10.49%) Front Office
4 158 (9.53%) Banking
5 64 (3.86%) Retail
6 51 (3.08%) Investment Banking
7 38 (2.29%) Games
8 35 (2.11%) Law
8 35 (2.11%) Legal
9 34 (2.05%) Advertising
10 30 (1.81%) Local Government
11 28 (1.69%) Public Sector
11 28 (1.69%) Publishing
12 25 (1.51%) Manufacturing
13 24 (1.45%) Financial Institution
14 22 (1.33%) Police
14 22 (1.33%) Telecoms
15 13 (0.78%) Electronics
15 13 (0.78%) Pharmaceutical
16 8 (0.48%) Back Office
Job Titles
1 379 (22.86%) Developer
2 188 (11.34%) Analyst
3 182 (10.98%) Data Engineer
4 126 (7.60%) Architect
5 91 (5.49%) Consultant
6 89 (5.37%) Data Scientist
7 69 (4.16%) Senior Developer
8 66 (3.98%) Business Intelligence Developer
9 61 (3.68%) SQL Developer
10 60 (3.62%) Java Developer
11 57 (3.44%) Business Intelligence Analyst
12 53 (3.20%) Python Developer
13 51 (3.08%) Finance Manager
14 50 (3.02%) Data Analyst
15 48 (2.90%) Azure Engineer
15 48 (2.90%) Business Analyst
15 48 (2.90%) Python Engineer
15 48 (2.90%) Solutions Architect
16 45 (2.71%) AWS Engineer
16 45 (2.71%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 150 (9.05%) Web Services
2 143 (8.62%) .NET
3 135 (8.14%) AngularJS
4 131 (7.90%) HTML
5 128 (7.72%) React
6 107 (6.45%) CSS
7 103 (6.21%) Kafka
8 96 (5.79%) Node.js
9 69 (4.16%) HTML5
10 57 (3.44%) REST
11 54 (3.26%) ASP.NET
12 50 (3.02%) J2EE
12 50 (3.02%) TensorFlow
13 45 (2.71%) Vue.js
14 44 (2.65%) Spring
15 42 (2.53%) Sass
16 41 (2.47%) NumPy
17 40 (2.41%) Pandas
18 39 (2.35%) JSON
19 38 (2.29%) Redux
Miscellaneous
1 280 (16.89%) Analytical Skills
2 168 (10.13%) Fixed Income
3 147 (8.87%) Hedge funds
4 135 (8.14%) Derivative
5 94 (5.67%) Algorithms
6 83 (5.01%) Equities
7 73 (4.40%) User Experience
8 70 (4.22%) Management Information System
9 68 (4.10%) Greenfield Project
10 46 (2.77%) Foreign Exchange (FX)
11 38 (2.29%) Blog
11 38 (2.29%) Public Cloud
12 33 (1.99%) Social Media
13 32 (1.93%) Enterprise Software
14 31 (1.87%) Mobile App
15 29 (1.75%) OTC Derivatives
16 26 (1.57%) Data Structures
16 26 (1.57%) Self-Motivation
17 25 (1.51%) Reference Data
18 23 (1.39%) Clustering
Operating Systems
1 100 (6.03%) Linux
2 60 (3.62%) Unix
3 49 (2.96%) Windows
4 35 (2.11%) Apple iOS
5 26 (1.57%) Android
6 7 (0.42%) Red Hat Enterprise Linux
6 7 (0.42%) Windows Server
7 6 (0.36%) Ubuntu
8 4 (0.24%) Windows 10
9 3 (0.18%) Windows Server 2008
10 2 (0.12%) Mac OS
10 2 (0.12%) Windows Server 2012
10 2 (0.12%) Windows Server 2016
11 1 (0.060%) HPUX
11 1 (0.060%) Windows Server 2019
Processes & Methodologies
1 640 (38.60%) Agile Software Development
2 469 (28.29%) Data Analytics
3 419 (25.27%) Business Intelligence
4 261 (15.74%) DevOps
5 256 (15.44%) Data Science
6 253 (15.26%) Software Engineering
7 230 (13.87%) Machine Learning
8 224 (13.51%) Scrum
8 224 (13.51%) Visualisation
9 219 (13.21%) ETL
10 216 (13.03%) Artificial Intelligence
11 192 (11.58%) Data Modelling
12 179 (10.80%) Asset Management
13 173 (10.43%) Computer Science
14 169 (10.19%) Decision-Making
15 163 (9.83%) Investment Management
16 156 (9.41%) Problem-Solving
17 148 (8.93%) Microservices
18 139 (8.38%) Mentoring
19 136 (8.20%) Fintech
Programming Languages
1 701 (42.28%) SQL
2 606 (36.55%) Python
3 369 (22.26%) Java
4 292 (17.61%) JavaScript
5 190 (11.46%) R
6 170 (10.25%) C#
7 99 (5.97%) C++
8 98 (5.91%) Scala
9 60 (3.62%) T-SQL
10 46 (2.77%) Kotlin
10 46 (2.77%) Shell Script
11 44 (2.65%) TypeScript
12 43 (2.59%) C
12 43 (2.59%) VBA
13 41 (2.47%) PL/SQL
14 35 (2.11%) MATLAB
15 31 (1.87%) HiveQL
16 29 (1.75%) ES6
17 24 (1.45%) Data Analysis Expressions (DAX)
17 24 (1.45%) Go
Qualifications
1 258 (15.56%) Degree
2 75 (4.52%) Computer Science Degree
3 37 (2.23%) Security Cleared
4 31 (1.87%) PhD
5 28 (1.69%) Master's Degree
6 26 (1.57%) BPSS Clearance
7 22 (1.33%) AWS Certification
7 22 (1.33%) Numerate Degree
8 13 (0.78%) CISSP
8 13 (0.78%) ISEB
8 13 (0.78%) PRINCE2 Practitioner
8 13 (0.78%) SC Cleared
9 11 (0.66%) PMI Certification
10 8 (0.48%) Microsoft Certification
11 6 (0.36%) CISM
12 5 (0.30%) CISA
12 5 (0.30%) IIBA
13 4 (0.24%) CBAP
13 4 (0.24%) DV Cleared
13 4 (0.24%) RHCE
Quality Assurance & Compliance
1 65 (3.92%) Data Quality
2 57 (3.44%) QA
3 34 (2.05%) GDPR
4 14 (0.84%) NIST
4 14 (0.84%) PMO
5 8 (0.48%) MiFID
5 8 (0.48%) Sarbanes-Oxley
6 6 (0.36%) ISO/IEC 27001
6 6 (0.36%) SLA
7 4 (0.24%) Dodd-Frank
7 4 (0.24%) EMIR
7 4 (0.24%) PCI DSS
8 3 (0.18%) IFRS
9 2 (0.12%) FATCA
9 2 (0.12%) ITGC
9 2 (0.12%) NIST 800
10 1 (0.060%) Actionable Recommendations
10 1 (0.060%) CRD IV
10 1 (0.060%) ISO 20022
10 1 (0.060%) NCSC
System Software
1 158 (9.53%) Docker
2 44 (2.65%) HDFS
3 31 (1.87%) Active Directory
4 10 (0.60%) Apache ZooKeeper
5 8 (0.48%) VMware Infrastructure
6 7 (0.42%) Apache Flume
7 5 (0.30%) Virtual Machines
8 4 (0.24%) Virtual Servers
9 2 (0.12%) Oracle RAC
9 2 (0.12%) VirtualBox
10 1 (0.060%) BitLocker
10 1 (0.060%) Firmware
10 1 (0.060%) NDS
10 1 (0.060%) NetIQ eDirectory
10 1 (0.060%) Tivoli Directory Server
10 1 (0.060%) vSphere
10 1 (0.060%) XenDesktop
Systems Management
1 147 (8.87%) Kubernetes
2 51 (3.08%) Terraform
3 33 (1.99%) Ansible
4 13 (0.78%) Marathon
4 13 (0.78%) Mesos
5 12 (0.72%) Hadoop YARN
6 8 (0.48%) Nagios
6 8 (0.48%) Oozie
6 8 (0.48%) SCCM
6 8 (0.48%) SCOM
7 7 (0.42%) Puppet
8 5 (0.30%) Kibana
9 4 (0.24%) Icinga
9 4 (0.24%) Opscode Chef
10 3 (0.18%) HP Quality Center
10 3 (0.18%) Microsoft Intune
10 3 (0.18%) Single Sign-On
11 2 (0.12%) Docker Swarm
11 2 (0.12%) HP Fortify
11 2 (0.12%) Prometheus
Vendors
1 232 (13.99%) Microsoft
2 189 (11.40%) Tableau
3 168 (10.13%) Google
4 90 (5.43%) Oracle
5 64 (3.86%) Databricks
6 62 (3.74%) Bloomberg
7 61 (3.68%) Cloudera
8 60 (3.62%) Talend
9 58 (3.50%) SAP
10 39 (2.35%) Informatica
11 35 (2.11%) Adobe
12 34 (2.05%) Facebook
13 30 (1.81%) Capita
14 27 (1.63%) Salesforce.com
15 22 (1.33%) Alteryx
16 20 (1.21%) IBM
17 15 (0.90%) Cognos
18 14 (0.84%) Salesforce Marketing Cloud
18 14 (0.84%) Splunk
18 14 (0.84%) Twitter