Period
to 29 March 2020

The table below provides summary statistics for permanent job vacancies advertised in London with a requirement for knowledge and experience of Google products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Google over the 6 months to 29 March 2020 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Google.

Google
England > London
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 74 78 97
Rank change year-on-year +4 +19 +40
Permanent jobs citing Google 1,950 2,393 2,219
As % of all permanent jobs advertised in London 4.00% 3.89% 3.20%
As % of the Vendors category 9.79% 9.33% 7.38%
Number of salaries quoted 1,562 2,030 1,952
Median annual salary £75,000 £70,000 £60,000
Median salary % change year-on-year +7.14% +16.67% +9.09%
10th Percentile £38,300 £37,500 £31,250
90th Percentile £115,000 £111,250 £92,500
England median annual salary £62,500 £60,000 £47,500
% change year-on-year +4.17% +26.32% -

Google is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 19,909 25,639 30,052
As % of all permanent IT jobs advertised in London 40.83% 41.67% 43.29%
Number of salaries quoted 15,402 19,900 24,125
Median annual salary £60,000 £60,000 £56,000
Median salary % change year-on-year - +7.14% +1.82%
10th Percentile £32,500 £32,500 £32,000
90th Percentile £95,000 £92,500 £86,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Google
Job Vacancy Trend in London

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

Job vacancy trend for Google in London

Google
Salary Trend in London

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

Salary trend for Google in London

Google
Salary Histogram in London

Salary distribution for jobs citing Google in London over the 6 months to 29 March 2020.

Salary histogram for Google in London

Google
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the London region over the 6 months to 29 March 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 +37 415 £72,500 +11.54% 118
West London -33 47 £57,500 +2.22% 52
South London +3 26 £43,750 -12.50% 10
East London -9 14 £57,500 -17.86% 15
North London -17 2 £82,500 +65.00% 4
Google
England

For the 6 months to 29 March 2020, IT jobs citing Google 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 Google.

1 1,155 (59.23%) GCP
2 1,093 (56.05%) AWS
3 777 (39.85%) Azure
4 719 (36.87%) Agile Software Development
5 663 (34.00%) Python
6 558 (28.62%) DevOps
7 538 (27.59%) Analytics
8 517 (26.51%) Java
9 484 (24.82%) Finance
10 477 (24.46%) JavaScript
11 442 (22.67%) Kubernetes
12 419 (21.49%) Software Engineering
13 395 (20.26%) Docker
14 373 (19.13%) SQL
15 295 (15.13%) Web Services
16 274 (14.05%) Banking
17 266 (13.64%) Node.js
18 261 (13.38%) Terraform
19 250 (12.82%) Google Analytics
20 247 (12.67%) React
21 244 (12.51%) Microservices
22 229 (11.74%) Artificial Intelligence
23 227 (11.64%) Marketing
24 224 (11.49%) Data Science
25 221 (11.33%) Big Data
26 216 (11.08%) AngularJS
27 215 (11.03%) Degree
28 210 (10.77%) Microsoft
29 209 (10.72%) Linux
30 203 (10.41%) Continuous Integration

Google
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
1 170 (8.72%) Apache Spark
2 71 (3.64%) Apache Airflow
3 42 (2.15%) Elasticsearch
4 38 (1.95%) Apache
5 35 (1.79%) CMS
6 34 (1.74%) WordPress
7 28 (1.44%) Luigi
7 28 (1.44%) OpenStack
8 27 (1.38%) Confluence
8 27 (1.38%) WebLogic
9 24 (1.23%) Cloud Foundry
9 24 (1.23%) Tomcat
10 17 (0.87%) Oracle SOA Suite
10 17 (0.87%) Skype for Business
11 15 (0.77%) Adobe Experience Manager
11 15 (0.77%) Smallworld
12 14 (0.72%) nginx
13 13 (0.67%) Oracle Service Bus
14 12 (0.62%) WebSphere
15 9 (0.46%) Tornado
Applications
1 62 (3.18%) Microsoft Office
2 54 (2.77%) Microsoft Excel
3 28 (1.44%) Microsoft PowerPoint
4 15 (0.77%) AutoCAD
5 13 (0.67%) MS Visio
6 12 (0.62%) Photoshop
7 8 (0.41%) Adobe Illustrator
7 8 (0.41%) Gliffy
8 6 (0.31%) Adobe Creative Suite
8 6 (0.31%) InVision
8 6 (0.31%) Sketch
9 5 (0.26%) Adobe Premiere
10 4 (0.21%) Figma
10 4 (0.21%) Zeplin
11 3 (0.15%) SPSS
12 2 (0.10%) Adobe After Effects
12 2 (0.10%) Chatbot
12 2 (0.10%) InDesign
13 1 (0.051%) Adobe XD
13 1 (0.051%) Camtasia
Business Applications
1 27 (1.38%) FINCAD Analytics
2 11 (0.56%) HFM
3 10 (0.51%) Magento
3 10 (0.51%) Oracle FAH
4 6 (0.31%) Shopify
5 5 (0.26%) Adobe Campaign
5 5 (0.26%) SessionCam
5 5 (0.26%) WebTrends
6 4 (0.21%) Dynamics CRM
6 4 (0.21%) Eloqua
6 4 (0.21%) NetSuite
7 3 (0.15%) Distributed Ledger
7 3 (0.15%) Oracle Applications
7 3 (0.15%) Payment Gateway
7 3 (0.15%) SAP BPC
8 2 (0.10%) Eikon
8 2 (0.10%) Oracle Payables
8 2 (0.10%) Oracle Receivables
8 2 (0.10%) Salesforce.com CRM
8 2 (0.10%) SAP Hybris
Cloud Services
1 1,155 (59.23%) GCP
2 1,093 (56.05%) AWS
3 777 (39.85%) Azure
4 250 (12.82%) Google Analytics
5 118 (6.05%) PaaS
6 87 (4.46%) Cloud Computing
7 86 (4.41%) Office 365
8 84 (4.31%) IaaS
9 82 (4.21%) Power Platform
9 82 (4.21%) SaaS
10 75 (3.85%) AWS CloudFormation
11 71 (3.64%) G Suite
12 69 (3.54%) Serverless
13 65 (3.33%) GitHub
14 58 (2.97%) Amazon EMR
15 56 (2.87%) Amazon EC2
16 52 (2.67%) Google Play
17 50 (2.56%) IBM Cloud
18 45 (2.31%) AWS Lambda
18 45 (2.31%) OpenShift
Communications & Networking
1 83 (4.26%) Firewall
2 66 (3.38%) Internet
3 53 (2.72%) WAN
4 34 (1.74%) DNS
5 32 (1.64%) VPN
6 31 (1.59%) LAN
7 29 (1.49%) TCP/IP
8 26 (1.33%) Unified Communications
9 25 (1.28%) MPLS
10 24 (1.23%) Network Security
11 22 (1.13%) Skype
12 18 (0.92%) SAN
13 15 (0.77%) Broadband
13 15 (0.77%) GPON
14 12 (0.62%) iSCSI
15 11 (0.56%) HTTP
16 9 (0.46%) SSH
16 9 (0.46%) VoIP
17 8 (0.41%) SMS
18 7 (0.36%) Fibre Channel
Database & Business Intelligence
1 221 (11.33%) Big Data
2 167 (8.56%) PostgreSQL
3 164 (8.41%) NoSQL
4 158 (8.10%) Hadoop
5 150 (7.69%) BigQuery
6 132 (6.77%) Data Warehouse
7 106 (5.44%) Amazon Redshift
8 89 (4.56%) SQL Server
9 83 (4.26%) MySQL
10 81 (4.15%) Power BI
11 78 (4.00%) Amazon Athena
11 78 (4.00%) Relational Database
12 58 (2.97%) Amazon DynamoDB
13 52 (2.67%) Neo4j
14 51 (2.62%) Apache Hive
15 50 (2.56%) MongoDB
16 45 (2.31%) Apache Cassandra
17 42 (2.15%) Looker
18 38 (1.95%) Redis
19 36 (1.85%) SQL Server Integration Services
Development Applications
1 171 (8.77%) Git (software)
2 149 (7.64%) Jenkins
3 86 (4.41%) JIRA
4 66 (3.38%) Atlassian Bamboo
5 47 (2.41%) Bitbucket
6 46 (2.36%) Vagrant
7 43 (2.21%) webpack
8 41 (2.10%) GitLab
9 34 (1.74%) RStudio
10 28 (1.44%) Maven
11 27 (1.38%) Babel
12 21 (1.08%) Android Studio
13 20 (1.03%) SonarQube
14 19 (0.97%) TeamCity
15 14 (0.72%) Ant
15 14 (0.72%) Gradle
15 14 (0.72%) Mockito
16 11 (0.56%) CircleCI
16 11 (0.56%) JUnit
17 10 (0.51%) Visual Studio
General
1 484 (24.82%) Finance
2 274 (14.05%) Banking
3 227 (11.64%) Marketing
4 168 (8.62%) Front Office
5 123 (6.31%) Retail
6 110 (5.64%) Investment Banking
7 78 (4.00%) Advertising
8 65 (3.33%) Games
9 50 (2.56%) Telecoms
10 49 (2.51%) Public Sector
11 42 (2.15%) Publishing
12 35 (1.79%) Manufacturing
13 32 (1.64%) Law
14 27 (1.38%) Billing
15 22 (1.13%) Automotive
15 22 (1.13%) Police
16 13 (0.67%) Legal
17 6 (0.31%) Financial Institution
18 5 (0.26%) Pharmaceutical
19 4 (0.21%) Retail Banking
Job Titles
1 445 (22.82%) Developer
2 244 (12.51%) Architect
3 172 (8.82%) Data Engineer
4 135 (6.92%) Software Engineer
5 125 (6.41%) DevOps Engineer
6 100 (5.13%) Cloud Architect
7 98 (5.03%) AWS Engineer
8 93 (4.77%) Analyst
9 92 (4.72%) Cloud Engineer
10 83 (4.26%) Java Developer
11 78 (4.00%) Consultant
12 74 (3.79%) Full Stack Developer
13 68 (3.49%) Solutions Architect
14 67 (3.44%) Data Architect
14 67 (3.44%) Python Engineer
15 63 (3.23%) Java Engineer
16 56 (2.87%) Front Office Developer
17 55 (2.82%) JavaScript Developer
17 55 (2.82%) Python Developer
18 50 (2.56%) Senior Developer
Libraries, Frameworks & Software Standards
1 295 (15.13%) Web Services
2 266 (13.64%) Node.js
3 247 (12.67%) React
4 216 (11.08%) AngularJS
5 178 (9.13%) HTML
6 173 (8.87%) CSS
7 148 (7.59%) Vue.js
8 138 (7.08%) Kafka
9 123 (6.31%) REST
10 102 (5.23%) J2EE
11 101 (5.18%) .NET
12 81 (4.15%) Spring
13 76 (3.90%) RESTful
14 67 (3.44%) HTML5
15 60 (3.08%) GraphQL
16 59 (3.03%) Spark Streaming
16 59 (3.03%) Spring Boot
16 59 (3.03%) TensorFlow
17 54 (2.77%) JSON
18 52 (2.67%) Django
Miscellaneous
1 168 (8.62%) Analytical Skills
1 168 (8.62%) Hedge funds
2 160 (8.21%) Fixed Income
3 154 (7.90%) Derivative
3 154 (7.90%) Equities
4 124 (6.36%) Public Cloud
5 120 (6.15%) Cloud Native
6 113 (5.79%) User Experience
7 102 (5.23%) Mobile App
8 101 (5.18%) Foreign Exchange (FX)
9 60 (3.08%) Equity Derivative
9 60 (3.08%) Greenfield Project
10 58 (2.97%) Exotic Derivative
11 53 (2.72%) Data Structures
12 52 (2.67%) Hybrid Cloud
13 49 (2.51%) Algorithms
14 46 (2.36%) Data Centre
15 44 (2.26%) Blog
16 41 (2.10%) Social Media
17 40 (2.05%) Management Information System
Operating Systems
1 209 (10.72%) Linux
2 139 (7.13%) Windows
3 97 (4.97%) Android
4 58 (2.97%) Apple iOS
5 56 (2.87%) Windows Server
6 43 (2.21%) Unix
7 19 (0.97%) Windows Server 2012
8 12 (0.62%) Mac OS
9 9 (0.46%) Kali Linux
9 9 (0.46%) Windows 10
10 7 (0.36%) Windows 7
11 6 (0.31%) CoreOS
11 6 (0.31%) zOS
12 5 (0.26%) Ubuntu
13 4 (0.21%) CentOS
13 4 (0.21%) Red Hat Enterprise Linux
13 4 (0.21%) Windows Server 2016
14 3 (0.15%) Android TV
14 3 (0.15%) Windows Server 2008
15 2 (0.10%) Mac OS X
Processes & Methodologies
1 719 (36.87%) Agile Software Development
2 558 (28.62%) DevOps
3 538 (27.59%) Analytics
4 419 (21.49%) Software Engineering
5 244 (12.51%) Microservices
6 229 (11.74%) Artificial Intelligence
7 224 (11.49%) Data Science
8 203 (10.41%) Continuous Integration
9 183 (9.38%) Open Source
10 181 (9.28%) Asset Management
10 181 (9.28%) Decision-Making
11 175 (8.97%) ETL
12 174 (8.92%) Computer Science
13 166 (8.51%) Migration
14 162 (8.31%) Business Intelligence
15 158 (8.10%) Investment Management
15 158 (8.10%) Scrum
16 156 (8.00%) Mentoring
17 151 (7.74%) Machine Learning
18 147 (7.54%) TDD
Programming Languages
1 663 (34.00%) Python
2 517 (26.51%) Java
3 477 (24.46%) JavaScript
4 373 (19.13%) SQL
5 133 (6.82%) Scala
6 127 (6.51%) C#
7 112 (5.74%) C++
8 98 (5.03%) Go
9 85 (4.36%) Bash Shell
10 79 (4.05%) PHP
11 76 (3.90%) Kotlin
12 60 (3.08%) TypeScript
13 59 (3.03%) Ruby
14 51 (2.62%) Java 8
14 51 (2.62%) R
15 28 (1.44%) ES6
16 26 (1.33%) C
17 25 (1.28%) PowerShell
18 19 (0.97%) PL/SQL
18 19 (0.97%) T-SQL
Qualifications
1 215 (11.03%) Degree
2 81 (4.15%) Computer Science Degree
3 48 (2.46%) PhD
4 29 (1.49%) Master's Degree
5 19 (0.97%) AWS Certification
6 17 (0.87%) VMware Certified Professional (VCP)
7 13 (0.67%) Cisco Certification
7 13 (0.67%) PMI Certification
8 12 (0.62%) CISSP
8 12 (0.62%) Microsoft Certification
9 10 (0.51%) CCNA
10 9 (0.46%) MBA
11 8 (0.41%) MCSE
12 7 (0.36%) GIAC
13 6 (0.31%) ISTQB
13 6 (0.31%) SANS
14 5 (0.26%) CompTIA Security+
14 5 (0.26%) Linux+ Certification
14 5 (0.26%) Network+ Certification
14 5 (0.26%) PRINCE2 Certification
Quality Assurance & Compliance
1 78 (4.00%) QA
2 30 (1.54%) GDPR
3 18 (0.92%) Data Quality
4 11 (0.56%) ISO/IEC 27001
4 11 (0.56%) PCI DSS
5 6 (0.31%) SLA
6 4 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 4 (0.21%) NIST
6 4 (0.21%) NIST 800
7 3 (0.15%) ISO 31000
8 2 (0.10%) Actionable Recommendations
9 1 (0.051%) ISO 8583
9 1 (0.051%) ISO/IEC 20000
9 1 (0.051%) PMO
System Software
1 395 (20.26%) Docker
2 62 (3.18%) Active Directory
3 38 (1.95%) VirtualBox
4 36 (1.85%) VMware Infrastructure
5 15 (0.77%) Xen
6 13 (0.67%) Hyper-V
7 11 (0.56%) Virtual Machines
8 7 (0.36%) Virtual Servers
9 5 (0.26%) VMware Workstation
10 4 (0.21%) HDFS
10 4 (0.21%) OpenAM
10 4 (0.21%) OpenDJ
10 4 (0.21%) OpenIDM
11 3 (0.15%) Terminal Services
11 3 (0.15%) Varnish
12 2 (0.10%) Apache Flume
12 2 (0.10%) LXC
12 2 (0.10%) VMware ESXi
12 2 (0.10%) vSphere
13 1 (0.051%) Ceph
Systems Management
1 442 (22.67%) Kubernetes
2 261 (13.38%) Terraform
3 186 (9.54%) Ansible
4 87 (4.46%) Puppet
5 74 (3.79%) Opscode Chef
6 48 (2.46%) Docker Swarm
7 29 (1.49%) Salt
8 17 (0.87%) Prometheus
9 13 (0.67%) Consul
9 13 (0.67%) Jamf Pro
10 11 (0.56%) Istio
11 10 (0.51%) Grafana
11 10 (0.51%) Oracle Identity Management
11 10 (0.51%) SCCM
11 10 (0.51%) Single Sign-On
12 9 (0.46%) Mesos
12 9 (0.46%) Nessus
12 9 (0.46%) Nmap
12 9 (0.46%) Oozie
12 9 (0.46%) Packer
Vendors
1 210 (10.77%) Microsoft
2 132 (6.77%) Tableau
3 95 (4.87%) Adobe
4 86 (4.41%) Oracle
5 84 (4.31%) IBM
6 57 (2.92%) Salesforce.com
7 56 (2.87%) VMware
8 48 (2.46%) Facebook
9 44 (2.26%) Hortonworks
10 43 (2.21%) Cloudera
11 42 (2.15%) Talend
12 38 (1.95%) Apple
13 36 (1.85%) Informatica
14 33 (1.69%) Cisco
15 32 (1.64%) Databricks
16 30 (1.54%) Bloomberg
17 27 (1.38%) SAP
17 27 (1.38%) Splunk
18 26 (1.33%) Red Hat
18 26 (1.33%) Teradata