Period
to 14 November 2019

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 14 November 2019 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
14 Nov 2019
Same period 2018 Same period 2017
Rank 68 80 121
Rank change year-on-year +12 +41 +41
Permanent jobs citing Google 2,290 2,630 2,097
As % of all permanent IT jobs advertised in London 4.18% 3.89% 2.76%
As % of the Vendors category 10.07% 9.31% 6.37%
Number of salaries quoted 1,761 2,160 1,795
London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +9.09%
10th Percentile £35,000 £35,000 £31,250
90th Percentile £112,500 £98,875 £87,500
England median annual salary £60,000 £55,000 £50,000
% change year-on-year +9.09% +10.00% +5.26%

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 22,741 28,246 32,898
As % of all permanent IT jobs advertised in London 41.50% 41.82% 43.37%
Number of salaries quoted 17,706 22,303 24,889
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £32,000 £31,250 £31,250
90th Percentile £93,750 £90,000 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Google
Job Vacancy Trend in London

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

Job vacancy trend for Google in London

Google
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Google in London.

Salary trend for Google in London

Google
Salary Histogram in London

The salary distribution of IT jobs citing Google in London over the 6 months to 14 November 2019.

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 14 November 2019. 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 +36 531 £70,000 +12.00% 131
South London +8 36 £63,750 +27.50% 7
West London -24 35 £45,000 -14.29% 57
East London -4 19 £54,500 -17.74% 27
North London -5 7 £30,000 -48.94% 4
Google
England

For the 6 months to 14 November 2019, 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 1,242 (54.24%) GCP
2 1,199 (52.36%) AWS
3 846 (36.94%) Python
4 808 (35.28%) Azure
5 747 (32.62%) Agile Software Development
6 682 (29.78%) Analytics
7 609 (26.59%) DevOps
8 592 (25.85%) Java
9 521 (22.75%) Docker
10 518 (22.62%) Kubernetes
11 504 (22.01%) SQL
12 494 (21.57%) JavaScript
13 416 (18.17%) Finance
14 382 (16.68%) Software Engineering
15 374 (16.33%) Linux
16 346 (15.11%) Google Analytics
17 318 (13.89%) Big Data
18 314 (13.71%) Terraform
19 306 (13.36%) Degree
20 301 (13.14%) Microservices
21 282 (12.31%) Data Science
22 273 (11.92%) Microsoft
23 268 (11.70%) Marketing
24 265 (11.57%) Ansible
25 259 (11.31%) Machine Learning
26 256 (11.18%) Problem-Solving
27 254 (11.09%) Analytical Skills
27 254 (11.09%) Migration
28 244 (10.66%) Jenkins
29 237 (10.35%) Web Services

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
1 221 (9.65%) Apache Spark
2 128 (5.59%) Elasticsearch
3 61 (2.66%) CMS
4 57 (2.49%) Apache Airflow
5 54 (2.36%) Apache
6 53 (2.31%) OpenStack
7 40 (1.75%) WordPress
8 27 (1.18%) Confluence
8 27 (1.18%) Luigi
9 25 (1.09%) nginx
10 22 (0.96%) Apache Solr
11 18 (0.79%) Tomcat
12 17 (0.74%) SharePoint
13 13 (0.57%) Drupal
13 13 (0.57%) Oracle SOA Suite
13 13 (0.57%) Smallworld
14 10 (0.44%) Headless CMS
15 9 (0.39%) WebLogic
16 8 (0.35%) Jupyter
17 7 (0.31%) Sitecore CMS
Applications
1 78 (3.41%) Microsoft Excel
2 56 (2.45%) Microsoft Office
3 22 (0.96%) Microsoft PowerPoint
3 22 (0.96%) Photoshop
4 21 (0.92%) Sketch
5 19 (0.83%) InVision
6 13 (0.57%) Adobe Creative Suite
6 13 (0.57%) Adobe Illustrator
6 13 (0.57%) AutoCAD
6 13 (0.57%) Zeplin
7 11 (0.48%) NUKE
8 6 (0.26%) Adobe Premiere
8 6 (0.26%) Chatbot
8 6 (0.26%) CINEMA 4D
8 6 (0.26%) GIMP
8 6 (0.26%) Maya
8 6 (0.26%) MODO
9 4 (0.17%) InDesign
10 3 (0.13%) MS Visio
10 3 (0.13%) Spreadsheet
Business Applications
1 32 (1.40%) FINCAD Analytics
2 17 (0.74%) Distributed Ledger
3 10 (0.44%) Magento
4 8 (0.35%) Payment Gateway
5 7 (0.31%) Dynamics CRM
5 7 (0.31%) WebTrends
6 5 (0.22%) HFM
7 4 (0.17%) Adobe Campaign
7 4 (0.17%) Oracle FAH
7 4 (0.17%) SAP Hybris
8 3 (0.13%) OpenCart
8 3 (0.13%) osCommerce
8 3 (0.13%) SAP Business ByDesign
8 3 (0.13%) SAP MDG
8 3 (0.13%) SAP S/4HANA
8 3 (0.13%) SessionCam
8 3 (0.13%) Shopify
9 2 (0.087%) Data Workbench
9 2 (0.087%) Eikon
9 2 (0.087%) NetSuite
Cloud Services
1 1,242 (54.24%) GCP
2 1,199 (52.36%) AWS
3 808 (35.28%) Azure
4 346 (15.11%) Google Analytics
5 126 (5.50%) G Suite
6 121 (5.28%) Cloud Computing
7 119 (5.20%) Office 365
8 109 (4.76%) PaaS
9 107 (4.67%) SaaS
10 85 (3.71%) GitHub
11 77 (3.36%) IaaS
11 77 (3.36%) Power Platform
12 66 (2.88%) AWS CloudFormation
13 60 (2.62%) Serverless
14 53 (2.31%) Adobe Analytics
15 52 (2.27%) Google Tag Manager
16 44 (1.92%) AWS Lambda
16 44 (1.92%) Google Play
17 42 (1.83%) OpenShift
18 41 (1.79%) Amazon S3
Communications & Networking
1 128 (5.59%) Firewall
2 92 (4.02%) Internet
3 46 (2.01%) VPN
4 42 (1.83%) DNS
4 42 (1.83%) WAN
5 38 (1.66%) MPLS
5 38 (1.66%) Unified Communications
6 35 (1.53%) HTTP
7 34 (1.48%) TCP/IP
8 28 (1.22%) VoIP
9 18 (0.79%) DHCP
9 18 (0.79%) Network Security
9 18 (0.79%) Wi-Fi
10 15 (0.66%) LAN
10 15 (0.66%) SAN
11 13 (0.57%) Broadband
11 13 (0.57%) GPON
12 11 (0.48%) Wireless
13 9 (0.39%) HTTPS
14 8 (0.35%) FTP
Database & Business Intelligence
1 318 (13.89%) Big Data
2 212 (9.26%) Hadoop
3 177 (7.73%) PostgreSQL
4 170 (7.42%) BigQuery
5 167 (7.29%) Data Warehouse
6 149 (6.51%) MySQL
7 145 (6.33%) NoSQL
8 107 (4.67%) Amazon Redshift
9 98 (4.28%) SQL Server
10 85 (3.71%) Relational Database
11 77 (3.36%) Apache Hive
11 77 (3.36%) Power BI
12 74 (3.23%) Amazon Athena
13 56 (2.45%) Flink
13 56 (2.45%) Redis
14 48 (2.10%) Amazon DynamoDB
15 47 (2.05%) Looker
16 43 (1.88%) MongoDB
17 41 (1.79%) Blockchain
18 39 (1.70%) HBase
Development Applications
1 244 (10.66%) Jenkins
2 208 (9.08%) Git (software)
3 156 (6.81%) JIRA
4 87 (3.80%) Atlassian Bamboo
5 62 (2.71%) TeamCity
6 57 (2.49%) Vagrant
7 53 (2.31%) Bitbucket
8 47 (2.05%) Selenium
9 38 (1.66%) GitLab
10 36 (1.57%) Subversion
11 34 (1.48%) Team Foundation Server
12 32 (1.40%) Octopus Deploy
13 27 (1.18%) Maven
14 26 (1.14%) Cucumber
15 25 (1.09%) CircleCI
16 24 (1.05%) git-flow
16 24 (1.05%) Travis CI
16 24 (1.05%) webpack
17 23 (1.00%) GoCD
17 23 (1.00%) JUnit
General
1 416 (18.17%) Finance
2 268 (11.70%) Marketing
3 235 (10.26%) Banking
4 189 (8.25%) Retail
5 119 (5.20%) Advertising
6 82 (3.58%) Front Office
7 73 (3.19%) Games
7 73 (3.19%) Law
8 63 (2.75%) Telecoms
9 44 (1.92%) Public Sector
10 37 (1.62%) Automotive
11 36 (1.57%) Billing
11 36 (1.57%) Manufacturing
12 35 (1.53%) Publishing
13 17 (0.74%) Police
14 14 (0.61%) Brand Awareness
15 10 (0.44%) Investment Banking
16 9 (0.39%) Back Office
16 9 (0.39%) Retail Banking
17 8 (0.35%) Electronics
Job Titles
1 491 (21.44%) Developer
2 262 (11.44%) Architect
3 210 (9.17%) Data Engineer
4 208 (9.08%) DevOps Engineer
5 170 (7.42%) Consultant
6 151 (6.59%) Analyst
7 132 (5.76%) Cloud Engineer
8 122 (5.33%) Cloud Architect
9 98 (4.28%) Java Developer
9 98 (4.28%) Python Developer
10 92 (4.02%) Solutions Architect
11 87 (3.80%) Python Engineer
12 81 (3.54%) Software Engineer
13 80 (3.49%) Senior Developer
14 59 (2.58%) Data Architect
15 56 (2.45%) JavaScript Developer
16 55 (2.40%) Junior
17 54 (2.36%) Data Analyst
18 52 (2.27%) Infrastructure Engineer
19 51 (2.23%) AWS Engineer
Libraries, Frameworks & Software Standards
1 237 (10.35%) Web Services
2 220 (9.61%) Node.js
3 196 (8.56%) HTML
4 180 (7.86%) CSS
5 157 (6.86%) .NET
6 151 (6.59%) AngularJS
7 141 (6.16%) Kafka
8 137 (5.98%) REST
9 133 (5.81%) React
10 127 (5.55%) RESTful
11 102 (4.45%) Spring
12 75 (3.28%) J2EE
13 67 (2.93%) JSON
14 62 (2.71%) Vue.js
15 61 (2.66%) GraphQL
15 61 (2.66%) Pandas
16 59 (2.58%) HTML5
16 59 (2.58%) jQuery
16 59 (2.58%) scikit-learn
17 58 (2.53%) Django
Miscellaneous
1 254 (11.09%) Analytical Skills
2 153 (6.68%) User Experience
3 120 (5.24%) Algorithms
4 106 (4.63%) Greenfield Project
5 94 (4.10%) Mobile App
6 89 (3.89%) Social Media
7 84 (3.67%) Cloud Native
8 81 (3.54%) Enterprise Software
9 78 (3.41%) Public Cloud
10 65 (2.84%) Derivative
10 65 (2.84%) Fixed Income
11 61 (2.66%) Hybrid Cloud
12 59 (2.58%) Equities
13 55 (2.40%) Hedge funds
14 45 (1.97%) Data Structures
14 45 (1.97%) Virtual Team
15 42 (1.83%) Equity Derivative
15 42 (1.83%) Exotic Derivative
16 37 (1.62%) Internet of Things
17 33 (1.44%) Blog
Operating Systems
1 374 (16.33%) Linux
2 194 (8.47%) Windows
3 157 (6.86%) Unix
4 130 (5.68%) Android
5 88 (3.84%) Apple iOS
6 30 (1.31%) Windows 7
6 30 (1.31%) Windows Server
7 25 (1.09%) Windows 10
8 24 (1.05%) Mac OS
9 22 (0.96%) CoreOS
9 22 (0.96%) Ubuntu
10 19 (0.83%) Windows Server 2008
11 17 (0.74%) CentOS
12 13 (0.57%) Mac OS X
13 9 (0.39%) Windows Server 2012
14 5 (0.22%) Kali Linux
14 5 (0.22%) Red Hat Enterprise Linux
14 5 (0.22%) zOS
15 2 (0.087%) Windows Server 2003
16 1 (0.044%) Debian
Processes & Methodologies
1 747 (32.62%) Agile Software Development
2 682 (29.78%) Analytics
3 609 (26.59%) DevOps
4 382 (16.68%) Software Engineering
5 301 (13.14%) Microservices
6 282 (12.31%) Data Science
7 259 (11.31%) Machine Learning
8 256 (11.18%) Problem-Solving
9 254 (11.09%) Migration
10 234 (10.22%) Continuous Integration
11 233 (10.17%) Artificial Intelligence
12 225 (9.83%) TDD
13 224 (9.78%) Business Intelligence
14 209 (9.13%) ETL
15 204 (8.91%) Scrum
16 195 (8.52%) Mentoring
17 184 (8.03%) Open Source
18 179 (7.82%) Computer Science
19 173 (7.55%) Fintech
20 157 (6.86%) Visualisation
Programming Languages
1 846 (36.94%) Python
2 592 (25.85%) Java
3 504 (22.01%) SQL
4 494 (21.57%) JavaScript
5 177 (7.73%) Go
6 156 (6.81%) C#
6 156 (6.81%) C++
7 141 (6.16%) Bash Shell
8 129 (5.63%) Scala
9 113 (4.93%) R
10 104 (4.54%) PHP
11 99 (4.32%) TypeScript
12 97 (4.24%) Kotlin
13 96 (4.19%) Ruby
14 80 (3.49%) PowerShell
15 54 (2.36%) C
16 53 (2.31%) Java 8
17 44 (1.92%) PL/SQL
18 35 (1.53%) ES6
19 22 (0.96%) Shell Script
Qualifications
1 306 (13.36%) Degree
2 93 (4.06%) Computer Science Degree
3 52 (2.27%) Master's Degree
4 34 (1.48%) PhD
5 31 (1.35%) CISSP
6 28 (1.22%) AWS Certification
7 21 (0.92%) Security Cleared
8 16 (0.70%) Cisco Certification
8 16 (0.70%) PMI Certification
9 14 (0.61%) Microsoft Certification
10 13 (0.57%) SC Cleared
11 12 (0.52%) CCNA
12 11 (0.48%) MCSE
13 9 (0.39%) CISM
13 9 (0.39%) CompTIA Security+
13 9 (0.39%) DV Cleared
13 9 (0.39%) Network+ Certification
14 8 (0.35%) Linux+ Certification
14 8 (0.35%) Numerate Degree
14 8 (0.35%) SANS
Quality Assurance & Compliance
1 114 (4.98%) QA
2 49 (2.14%) Data Quality
3 24 (1.05%) ISO/IEC 27001
4 19 (0.83%) GDPR
5 15 (0.66%) PCI DSS
6 14 (0.61%) SLA
7 9 (0.39%) NIST
8 4 (0.17%) ISO/IEC 20000
9 3 (0.13%) ISO 31000
10 2 (0.087%) Actionable Recommendations
10 2 (0.087%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 2 (0.087%) MiFID
10 2 (0.087%) SEPA
11 1 (0.044%) GxP
11 1 (0.044%) PMO
11 1 (0.044%) PSD2
11 1 (0.044%) WCAG
System Software
1 521 (22.75%) Docker
2 50 (2.18%) Active Directory
3 29 (1.27%) Hyper-V
4 25 (1.09%) VirtualBox
4 25 (1.09%) VMware Infrastructure
5 14 (0.61%) Xen
6 12 (0.52%) HDFS
7 9 (0.39%) VMware Workstation
8 6 (0.26%) Apache ZooKeeper
9 5 (0.22%) Citrix Hypervisor
9 5 (0.22%) KVM
9 5 (0.22%) Microsoft App-V
10 4 (0.17%) Apache Flume
10 4 (0.17%) Virtual Machines
11 3 (0.13%) OpenAM
11 3 (0.13%) OpenDJ
11 3 (0.13%) OpenIDM
11 3 (0.13%) Terminal Services
12 2 (0.087%) Varnish
12 2 (0.087%) vSphere
Systems Management
1 518 (22.62%) Kubernetes
2 314 (13.71%) Terraform
3 265 (11.57%) Ansible
4 205 (8.95%) Puppet
5 182 (7.95%) Opscode Chef
6 71 (3.10%) Salt
7 44 (1.92%) Docker Swarm
8 35 (1.53%) Packer
9 32 (1.40%) Graphite
9 32 (1.40%) Nagios
10 31 (1.35%) Consul
11 21 (0.92%) Mesos
12 19 (0.83%) Rancher
13 17 (0.74%) Automic
13 17 (0.74%) Oozie
14 15 (0.66%) Grafana
15 14 (0.61%) Istio
16 13 (0.57%) SCCM
16 13 (0.57%) ZABBIX
17 12 (0.52%) Nessus
Vendors
1 273 (11.92%) Microsoft
2 129 (5.63%) Tableau
3 116 (5.07%) Adobe
4 99 (4.32%) Facebook
5 91 (3.97%) Oracle
6 88 (3.84%) Salesforce.com
7 73 (3.19%) IBM
8 59 (2.58%) Apple
9 53 (2.31%) Splunk
10 47 (2.05%) Talend
10 47 (2.05%) VMware
11 45 (1.97%) Cloudera
12 42 (1.83%) Hortonworks
13 38 (1.66%) Symantec
13 38 (1.66%) Teradata
14 35 (1.53%) Informatica
15 32 (1.40%) Bloomberg
16 28 (1.22%) SAP
17 25 (1.09%) Twitter
18 24 (1.05%) Databricks