Period
to 5 April 2020

The table below provides summary statistics for permanent job vacancies advertised in England 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 5 April 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
UK > England
6 months to
5 Apr 2020
Same period 2019 Same period 2018
Rank 105 104 102
Rank change year-on-year -1 -2 +73
Permanent jobs citing Google 3,179 4,276 5,316
As % of all permanent jobs advertised in England 2.96% 3.09% 3.20%
As % of the Vendors category 7.14% 7.32% 7.24%
Number of salaries quoted 2,629 3,621 4,817
Median annual salary £65,000 £60,000 £47,500
Median salary % change year-on-year +8.33% +26.32% -
10th Percentile £35,000 £32,000 £25,750
90th Percentile £108,750 £101,250 £82,500
UK 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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 44,554 58,452 73,411
As % of all permanent IT jobs advertised in England 41.46% 42.26% 44.24%
Number of salaries quoted 34,325 45,339 58,406
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £28,250 £28,000 £26,750
90th Percentile £85,000 £82,500 £77,500
UK median annual salary £50,550 £50,000 £47,500
% change year-on-year +1.10% +5.26% +5.56%

Google
Job Vacancy Trend in England

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

Job vacancy trend for Google in England

Google
Salary Trend in England

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

Salary trend for Google in England

Google
Salary Histogram in England

Salary distribution for jobs citing Google in England over the 6 months to 5 April 2020.

Salary histogram for Google in England

Google
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the England region over the 6 months to 5 April 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
London +3 1,926 £75,000 +7.14% 291
South East +2 399 £60,000 - 87
North of England -35 320 £52,500 +16.67% 86
Midlands +56 224 £55,000 +10.00% 44
North West -14 163 £56,430 +25.40% 46
South West -56 154 £52,500 +16.67% 23
Yorkshire -19 142 £45,000 +5.88% 31
East of England +31 132 £51,250 -2.38% 42
West Midlands +38 117 £52,500 +5.00% 24
East Midlands +56 106 £62,500 +13.64% 20
North East 0 15 £54,486 +8.97% 9
South Coast - 2 £67,500 -
Google
UK

For the 6 months to 5 April 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 England region with a requirement for Google.

1 1,843 (57.97%) GCP
2 1,803 (56.72%) AWS
3 1,379 (43.38%) Azure
4 1,200 (37.75%) Agile Software Development
5 976 (30.70%) Python
6 888 (27.93%) DevOps
7 797 (25.07%) JavaScript
8 781 (24.57%) Analytics
9 733 (23.06%) Java
10 674 (21.20%) Finance
11 628 (19.75%) Kubernetes
12 604 (19.00%) Software Engineering
13 602 (18.94%) Docker
14 587 (18.46%) SQL
15 471 (14.82%) Microsoft
16 470 (14.78%) Web Services
17 429 (13.49%) Linux
18 415 (13.05%) Google Analytics
19 393 (12.36%) Terraform
20 386 (12.14%) Node.js
21 384 (12.08%) React
22 382 (12.02%) CSS
23 380 (11.95%) HTML
24 371 (11.67%) Scrum
25 362 (11.39%) Git (software)
26 355 (11.17%) Marketing
27 350 (11.01%) Degree
28 348 (10.95%) AngularJS
29 346 (10.88%) Microservices
30 325 (10.22%) Continuous Integration

Google
Co-occurring IT Skills in England 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
1 211 (6.64%) Apache Spark
2 78 (2.45%) Apache
3 77 (2.42%) Apache Airflow
4 73 (2.30%) Elasticsearch
5 70 (2.20%) CMS
6 67 (2.11%) WordPress
7 58 (1.82%) Tomcat
8 49 (1.54%) OpenStack
9 47 (1.48%) Cloud Foundry
10 46 (1.45%) Confluence
11 29 (0.91%) Skype for Business
12 27 (0.85%) Luigi
13 26 (0.82%) WebLogic
14 22 (0.69%) SharePoint
15 21 (0.66%) nginx
16 17 (0.53%) Apache Solr
16 17 (0.53%) WebSphere
17 16 (0.50%) Oracle SOA Suite
18 15 (0.47%) Adobe Experience Manager
18 15 (0.47%) Smallworld
Applications
1 119 (3.74%) Microsoft Office
2 86 (2.71%) Microsoft Excel
3 39 (1.23%) Microsoft PowerPoint
4 22 (0.69%) AutoCAD
5 21 (0.66%) Photoshop
6 15 (0.47%) Adobe Illustrator
7 13 (0.41%) MS Visio
8 11 (0.35%) Sketch
9 10 (0.31%) InVision
10 9 (0.28%) Chatbot
11 8 (0.25%) Gliffy
12 7 (0.22%) Adobe Creative Suite
12 7 (0.22%) SketchUp
13 6 (0.19%) Adobe Premiere
13 6 (0.19%) Adobe XD
13 6 (0.19%) SPSS
14 5 (0.16%) Figma
15 4 (0.13%) Zeplin
16 2 (0.063%) Adobe After Effects
16 2 (0.063%) InDesign
Business Applications
1 28 (0.88%) Magento
2 25 (0.79%) FINCAD Analytics
3 10 (0.31%) HFM
3 10 (0.31%) Shopify
4 9 (0.28%) Oracle FAH
4 9 (0.28%) WebTrends
5 8 (0.25%) Adobe Campaign
6 6 (0.19%) NetSuite
6 6 (0.19%) SAP S/4HANA
7 5 (0.16%) Payment Gateway
7 5 (0.16%) SessionCam
8 4 (0.13%) Dynamics CRM
8 4 (0.13%) Eloqua
9 3 (0.094%) Distributed Ledger
9 3 (0.094%) Oracle Applications
9 3 (0.094%) SAP BPC
10 2 (0.063%) Markit EDM
10 2 (0.063%) Oracle Internet Expenses
10 2 (0.063%) Oracle Payables
10 2 (0.063%) Oracle Receivables
Cloud Services
1 1,843 (57.97%) GCP
2 1,803 (56.72%) AWS
3 1,379 (43.38%) Azure
4 415 (13.05%) Google Analytics
5 164 (5.16%) SaaS
6 149 (4.69%) Office 365
7 143 (4.50%) G Suite
8 142 (4.47%) PaaS
9 124 (3.90%) Power Platform
10 119 (3.74%) Serverless
11 114 (3.59%) IaaS
12 106 (3.33%) AWS CloudFormation
13 105 (3.30%) Cloud Computing
14 101 (3.18%) GitHub
15 78 (2.45%) Google Play
16 73 (2.30%) Adobe Analytics
17 69 (2.17%) OpenShift
18 65 (2.04%) Amazon EC2
19 61 (1.92%) Amazon EMR
19 61 (1.92%) AWS Lambda
Communications & Networking
1 140 (4.40%) Firewall
2 92 (2.89%) Internet
3 90 (2.83%) DNS
4 78 (2.45%) WAN
5 62 (1.95%) VPN
6 50 (1.57%) LAN
7 46 (1.45%) TCP/IP
8 43 (1.35%) Skype
9 38 (1.20%) DHCP
10 37 (1.16%) SAN
11 34 (1.07%) Network Security
12 27 (0.85%) DMZ
13 26 (0.82%) MPLS
13 26 (0.82%) Unified Communications
14 22 (0.69%) VoIP
15 17 (0.53%) BGP
15 17 (0.53%) HTTP
16 16 (0.50%) OSPF
17 15 (0.47%) Broadband
17 15 (0.47%) GPON
Database & Business Intelligence
1 289 (9.09%) Big Data
2 234 (7.36%) SQL Server
3 222 (6.98%) NoSQL
4 212 (6.67%) PostgreSQL
5 193 (6.07%) Hadoop
6 183 (5.76%) BigQuery
7 178 (5.60%) MySQL
8 175 (5.50%) Data Warehouse
9 147 (4.62%) Relational Database
10 123 (3.87%) Power BI
11 122 (3.84%) Amazon Redshift
12 110 (3.46%) MongoDB
13 77 (2.42%) Amazon Athena
14 67 (2.11%) Amazon DynamoDB
15 66 (2.08%) Neo4j
16 59 (1.86%) Apache Hive
17 53 (1.67%) Looker
18 47 (1.48%) Apache Cassandra
19 46 (1.45%) SQL Server Integration Services
20 44 (1.38%) Redis
Development Applications
1 362 (11.39%) Git (software)
2 294 (9.25%) Jenkins
3 172 (5.41%) JIRA
4 80 (2.52%) Atlassian Bamboo
5 76 (2.39%) GitLab
6 70 (2.20%) webpack
7 64 (2.01%) Maven
8 61 (1.92%) Bitbucket
9 50 (1.57%) Selenium
10 48 (1.51%) Vagrant
11 46 (1.45%) RStudio
12 41 (1.29%) TeamCity
13 36 (1.13%) Grunt
14 35 (1.10%) gulp
15 33 (1.04%) Gradle
16 31 (0.98%) Team Foundation Server
17 29 (0.91%) Babel
18 28 (0.88%) Ant
18 28 (0.88%) JUnit
19 27 (0.85%) Cucumber
General
1 674 (21.20%) Finance
2 355 (11.17%) Marketing
3 302 (9.50%) Banking
4 269 (8.46%) Retail
5 184 (5.79%) Front Office
6 128 (4.03%) Investment Banking
7 95 (2.99%) Advertising
8 86 (2.71%) Games
9 84 (2.64%) Telecoms
10 76 (2.39%) Public Sector
11 68 (2.14%) Manufacturing
12 59 (1.86%) Publishing
13 51 (1.60%) Automotive
14 41 (1.29%) Law
15 27 (0.85%) Police
16 24 (0.75%) Billing
17 18 (0.57%) Legal
18 16 (0.50%) Financial Institution
19 15 (0.47%) Electronics
20 12 (0.38%) Local Government
Job Titles
1 794 (24.98%) Developer
2 371 (11.67%) Architect
3 242 (7.61%) DevOps Engineer
4 225 (7.08%) Software Engineer
5 197 (6.20%) Data Engineer
6 192 (6.04%) Analyst
7 162 (5.10%) Consultant
8 153 (4.81%) Java Developer
9 142 (4.47%) Cloud Engineer
10 139 (4.37%) AWS Engineer
11 136 (4.28%) Cloud Architect
12 131 (4.12%) Senior Developer
13 121 (3.81%) Solutions Architect
14 108 (3.40%) Full Stack Developer
15 90 (2.83%) Python Engineer
16 89 (2.80%) Java Engineer
16 89 (2.80%) JavaScript Developer
17 83 (2.61%) Software Developer
18 75 (2.36%) Python Developer
19 74 (2.33%) Lead Developer
Libraries, Frameworks & Software Standards
1 470 (14.78%) Web Services
2 386 (12.14%) Node.js
3 384 (12.08%) React
4 382 (12.02%) CSS
5 380 (11.95%) HTML
6 348 (10.95%) AngularJS
7 229 (7.20%) .NET
8 220 (6.92%) Vue.js
9 162 (5.10%) REST
10 146 (4.59%) Kafka
11 144 (4.53%) Spring
12 142 (4.47%) HTML5
13 129 (4.06%) RESTful
14 112 (3.52%) J2EE
15 89 (2.80%) CSS3
16 86 (2.71%) .NET Core
16 86 (2.71%) jQuery
17 81 (2.55%) JSON
18 76 (2.39%) ASP.NET
19 73 (2.30%) GraphQL
Miscellaneous
1 275 (8.65%) Analytical Skills
2 249 (7.83%) Public Cloud
3 229 (7.20%) User Experience
4 186 (5.85%) Hedge funds
5 176 (5.54%) Fixed Income
6 174 (5.47%) Mobile App
7 170 (5.35%) Derivative
7 170 (5.35%) Equities
8 156 (4.91%) Cloud Native
9 120 (3.77%) Foreign Exchange (FX)
10 108 (3.40%) Greenfield Project
11 104 (3.27%) Data Centre
12 79 (2.49%) Self-Motivation
13 74 (2.33%) Social Media
14 73 (2.30%) Algorithms
15 72 (2.26%) Blog
16 65 (2.04%) Data Structures
17 60 (1.89%) Equity Derivative
17 60 (1.89%) Hybrid Cloud
18 58 (1.82%) Exotic Derivative
Operating Systems
1 429 (13.49%) Linux
2 321 (10.10%) Windows
3 161 (5.06%) Android
4 111 (3.49%) Apple iOS
5 98 (3.08%) Windows Server
6 70 (2.20%) Unix
7 43 (1.35%) Red Hat Enterprise Linux
8 42 (1.32%) Ubuntu
9 41 (1.29%) Windows Server 2012
10 30 (0.94%) CentOS
10 30 (0.94%) Windows Server 2016
11 28 (0.88%) Windows 10
12 27 (0.85%) Mac OS
13 26 (0.82%) Windows 7
14 20 (0.63%) Windows Server 2008
15 13 (0.41%) Debian
16 12 (0.38%) Windows Server 2003
17 11 (0.35%) Windows Server 2019
18 9 (0.28%) Kali Linux
19 8 (0.25%) Windows 8
Processes & Methodologies
1 1,200 (37.75%) Agile Software Development
2 888 (27.93%) DevOps
3 781 (24.57%) Analytics
4 604 (19.00%) Software Engineering
5 371 (11.67%) Scrum
6 346 (10.88%) Microservices
7 325 (10.22%) Continuous Integration
8 280 (8.81%) Artificial Intelligence
9 274 (8.62%) Data Science
10 270 (8.49%) Open Source
11 263 (8.27%) Problem-Solving
12 254 (7.99%) TDD
13 250 (7.86%) Mentoring
14 246 (7.74%) Migration
15 236 (7.42%) Decision-Making
16 235 (7.39%) Computer Science
17 230 (7.23%) Machine Learning
18 224 (7.05%) Business Intelligence
19 209 (6.57%) Asset Management
20 208 (6.54%) Test Automation
Programming Languages
1 976 (30.70%) Python
2 797 (25.07%) JavaScript
3 733 (23.06%) Java
4 587 (18.46%) SQL
5 282 (8.87%) C#
6 198 (6.23%) Bash Shell
7 185 (5.82%) PHP
8 157 (4.94%) C++
8 157 (4.94%) Go
8 157 (4.94%) Scala
9 121 (3.81%) PowerShell
10 103 (3.24%) Ruby
11 101 (3.18%) TypeScript
12 86 (2.71%) Kotlin
13 73 (2.30%) C
13 73 (2.30%) Java 8
13 73 (2.30%) R
14 57 (1.79%) T-SQL
15 43 (1.35%) ES6
16 38 (1.20%) Perl
Qualifications
1 350 (11.01%) Degree
2 108 (3.40%) Computer Science Degree
3 55 (1.73%) Security Cleared
4 48 (1.51%) PhD
5 41 (1.29%) Microsoft Certification
6 38 (1.20%) SC Cleared
7 30 (0.94%) AWS Certification
8 28 (0.88%) Master's Degree
9 26 (0.82%) Cisco Certification
10 20 (0.63%) CISSP
11 19 (0.60%) Analytics IQ
12 18 (0.57%) CCNA
13 17 (0.53%) VMware Certified Professional (VCP)
14 15 (0.47%) ISTQB
15 13 (0.41%) PMI Certification
16 12 (0.38%) ITIL Certification
17 11 (0.35%) MCSE
17 11 (0.35%) RHCE
18 9 (0.28%) MBA
19 8 (0.25%) GIAC
Quality Assurance & Compliance
1 141 (4.44%) QA
2 39 (1.23%) GDPR
3 28 (0.88%) SLA
4 24 (0.75%) Data Quality
4 24 (0.75%) ISO/IEC 27001
5 20 (0.63%) PCI DSS
6 8 (0.25%) NIST
7 7 (0.22%) ISO 31000
7 7 (0.22%) NIST 800
8 6 (0.19%) MISRA
9 4 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 4 (0.13%) SEPA
9 4 (0.13%) WCAG
10 3 (0.094%) Actionable Recommendations
10 3 (0.094%) NCSC
11 2 (0.063%) PMO
12 1 (0.031%) ISO 8583
12 1 (0.031%) ISO 9001
System Software
1 602 (18.94%) Docker
2 128 (4.03%) Active Directory
3 106 (3.33%) VMware Infrastructure
4 49 (1.54%) VirtualBox
5 43 (1.35%) Hyper-V
6 29 (0.91%) Virtual Machines
7 20 (0.63%) Firmware
7 20 (0.63%) XenApp
8 14 (0.44%) Xen
9 10 (0.31%) Microsoft App-V
9 10 (0.31%) XenDesktop
10 8 (0.25%) vSphere
11 7 (0.22%) Virtual Servers
12 5 (0.16%) Snort
12 5 (0.16%) VMware NSX
12 5 (0.16%) VMware Workstation
13 4 (0.13%) Citrix Hypervisor
13 4 (0.13%) OpenAM
13 4 (0.13%) OpenDJ
13 4 (0.13%) OpenIDM
Systems Management
1 628 (19.75%) Kubernetes
2 393 (12.36%) Terraform
3 321 (10.10%) Ansible
4 199 (6.26%) Puppet
5 153 (4.81%) Opscode Chef
6 66 (2.08%) Docker Swarm
7 38 (1.20%) SCCM
8 34 (1.07%) Packer
9 30 (0.94%) WSUS
10 27 (0.85%) Grafana
10 27 (0.85%) Salt
10 27 (0.85%) Single Sign-On
11 26 (0.82%) Nagios
12 24 (0.75%) ZABBIX
13 21 (0.66%) Prometheus
14 18 (0.57%) Mesos
15 17 (0.53%) SCOM
16 14 (0.44%) HP Quality Center
16 14 (0.44%) Opsgenie
17 13 (0.41%) Jamf Pro
Vendors
1 471 (14.82%) Microsoft
2 183 (5.76%) Tableau
3 155 (4.88%) Adobe
4 149 (4.69%) Oracle
5 138 (4.34%) VMware
6 131 (4.12%) IBM
7 80 (2.52%) Facebook
8 78 (2.45%) Cisco
9 77 (2.42%) Red Hat
10 67 (2.11%) Salesforce.com
11 63 (1.98%) Apple
12 52 (1.64%) SAP
13 48 (1.51%) Hortonworks
14 47 (1.48%) Cloudera
14 47 (1.48%) Talend
15 46 (1.45%) Splunk
16 42 (1.32%) HP
17 39 (1.23%) Xamarin
18 36 (1.13%) Citrix
18 36 (1.13%) Informatica