Period
to 21 October 2019

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 21 October 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
UK > England
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 101 103 160
Rank change year-on-year +2 +57 +41
Permanent jobs citing Google 3,961 4,672 3,721
As % of all permanent IT jobs advertised in England 3.13% 3.06% 2.28%
As % of the Vendors category 7.30% 7.15% 5.13%
Number of salaries quoted 3,073 3,854 3,207
England median annual salary £60,000 £55,000 £50,000
Median salary % change year-on-year +9.09% +10.00% +5.26%
10th Percentile £31,250 £27,500 £26,250
90th Percentile £95,000 £92,500 £81,250
UK median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 54,261 65,357 72,510
As % of all permanent IT jobs advertised in England 42.86% 42.87% 44.37%
Number of salaries quoted 41,718 51,163 56,480
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,250 £27,500 £26,250
90th Percentile £82,500 £80,000 £76,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Google
Job Vacancy Trend in England

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

Job vacancy trend for Google in England

Google
Salary Trend in England

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

Salary trend for Google in England

Google
Salary Histogram in England

The salary distribution of IT jobs citing Google in England over the 6 months to 21 October 2019.

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 21 October 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
London +15 2,288 £67,500 +3.85% 414
South East +23 532 £50,000 +11.11% 94
North of England -49 415 £48,750 +21.88% 185
South West -1 263 £52,500 +16.67% 70
Midlands -52 232 £52,500 +31.25% 81
East of England +33 217 £52,500 +5.00% 44
North West -28 215 £50,573 +26.43% 98
Yorkshire -48 189 £45,100 +6.12% 72
West Midlands -36 133 £52,500 +50.00% 37
East Midlands -43 98 £50,000 +21.21% 44
North East +11 11 £54,486 +36.21% 15
Google
UK

For the 6 months to 21 October 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 England region with a requirement for Google.

1 2,220 (56.05%) GCP
2 2,093 (52.84%) AWS
3 1,665 (42.03%) Azure
4 1,424 (35.95%) Agile Software Development
5 1,226 (30.95%) Python
6 1,159 (29.26%) DevOps
7 969 (24.46%) Analytics
8 872 (22.01%) Docker
9 858 (21.66%) Java
10 835 (21.08%) JavaScript
11 796 (20.10%) Kubernetes
12 787 (19.87%) SQL
13 749 (18.91%) Linux
14 728 (18.38%) Software Engineering
15 619 (15.63%) Finance
16 611 (15.43%) Microsoft
17 534 (13.48%) Scrum
18 531 (13.41%) Degree
19 530 (13.38%) Git (software)
20 519 (13.10%) Google Analytics
21 491 (12.40%) Marketing
22 477 (12.04%) Continuous Integration
22 477 (12.04%) Jenkins
23 469 (11.84%) Microservices
24 461 (11.64%) Ansible
25 457 (11.54%) Retail
26 455 (11.49%) TDD
27 442 (11.16%) Terraform
28 437 (11.03%) HTML
28 437 (11.03%) Problem-Solving

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
1 298 (7.52%) Apache Spark
2 197 (4.97%) Elasticsearch
3 121 (3.05%) CMS
4 107 (2.70%) Apache
5 103 (2.60%) OpenStack
6 93 (2.35%) WordPress
7 58 (1.46%) Confluence
8 53 (1.34%) Apache Airflow
9 43 (1.09%) nginx
10 36 (0.91%) JBoss
10 36 (0.91%) SharePoint
11 29 (0.73%) Apache Solr
12 28 (0.71%) Cloud Foundry
13 25 (0.63%) Luigi
14 23 (0.58%) Drupal
14 23 (0.58%) Tomcat
15 21 (0.53%) SAS
16 19 (0.48%) MS Exchange
17 18 (0.45%) WebSphere
18 17 (0.43%) IIS
Applications
1 113 (2.85%) Microsoft Excel
2 98 (2.47%) Microsoft Office
3 45 (1.14%) Photoshop
4 27 (0.68%) Sketch
5 24 (0.61%) InVision
5 24 (0.61%) Microsoft PowerPoint
6 18 (0.45%) Adobe Creative Suite
7 17 (0.43%) Adobe Illustrator
8 16 (0.40%) Zeplin
9 13 (0.33%) AutoCAD
10 11 (0.28%) Chatbot
10 11 (0.28%) NUKE
11 10 (0.25%) SPSS
12 7 (0.18%) Adobe XD
13 6 (0.15%) CINEMA 4D
13 6 (0.15%) GIMP
13 6 (0.15%) InDesign
13 6 (0.15%) Maya
13 6 (0.15%) MODO
14 5 (0.13%) MS Visio
Business Applications
1 26 (0.66%) Magento
2 18 (0.45%) FINCAD Analytics
3 17 (0.43%) Distributed Ledger
4 11 (0.28%) SAP Hybris
5 10 (0.25%) WebTrends
6 8 (0.20%) Payment Gateway
7 6 (0.15%) Salesforce.com CRM
8 5 (0.13%) CA PPM
9 4 (0.10%) Dynamics CRM
9 4 (0.10%) Eloqua
9 4 (0.10%) HFM
9 4 (0.10%) SAP Business ByDesign
9 4 (0.10%) SAP MDG
9 4 (0.10%) SAP S/4HANA
9 4 (0.10%) Shopify
10 3 (0.076%) Fredhopper
10 3 (0.076%) OpenCart
10 3 (0.076%) Oracle ERP
10 3 (0.076%) Oracle FAH
10 3 (0.076%) osCommerce
Cloud Services
1 2,220 (56.05%) GCP
2 2,093 (52.84%) AWS
3 1,665 (42.03%) Azure
4 519 (13.10%) Google Analytics
5 251 (6.34%) Office 365
6 250 (6.31%) G Suite
7 205 (5.18%) Cloud Computing
8 203 (5.12%) SaaS
9 168 (4.24%) PaaS
10 147 (3.71%) IaaS
11 134 (3.38%) GitHub
12 124 (3.13%) Power Platform
13 109 (2.75%) Serverless
14 88 (2.22%) AWS CloudFormation
15 86 (2.17%) OpenShift
16 81 (2.04%) IBM Cloud
17 76 (1.92%) Adobe Analytics
18 73 (1.84%) Google Tag Manager
19 70 (1.77%) Google Play
20 52 (1.31%) AdWords
Communications & Networking
1 239 (6.03%) Firewall
2 138 (3.48%) TCP/IP
3 130 (3.28%) Internet
4 129 (3.26%) DNS
5 73 (1.84%) VPN
6 65 (1.64%) HTTP
7 62 (1.57%) WAN
8 47 (1.19%) HTTPS
8 47 (1.19%) Network Security
9 44 (1.11%) DHCP
10 41 (1.04%) VoIP
11 40 (1.01%) Unified Communications
12 39 (0.98%) LAN
13 38 (0.96%) MPLS
14 30 (0.76%) Wi-Fi
15 22 (0.56%) Skype
15 22 (0.56%) Wireless
16 20 (0.50%) SSL
17 19 (0.48%) SAN
18 15 (0.38%) DMZ
Database & Business Intelligence
1 412 (10.40%) Big Data
2 277 (6.99%) SQL Server
3 262 (6.61%) MySQL
4 253 (6.39%) Hadoop
5 250 (6.31%) NoSQL
6 246 (6.21%) BigQuery
7 242 (6.11%) Data Warehouse
8 207 (5.23%) PostgreSQL
9 178 (4.49%) Relational Database
10 146 (3.69%) Amazon Redshift
11 136 (3.43%) MongoDB
12 119 (3.00%) Power BI
13 80 (2.02%) Apache Hive
14 79 (1.99%) SQL Server Integration Services
15 76 (1.92%) Looker
16 73 (1.84%) Redis
17 65 (1.64%) Apache Cassandra
18 63 (1.59%) Amazon Athena
19 62 (1.57%) Flink
20 59 (1.49%) Neo4j
Development Applications
1 530 (13.38%) Git (software)
2 477 (12.04%) Jenkins
3 347 (8.76%) JIRA
4 166 (4.19%) Selenium
5 146 (3.69%) TeamCity
6 117 (2.95%) Atlassian Bamboo
7 112 (2.83%) Cucumber
8 102 (2.58%) Bitbucket
8 102 (2.58%) Team Foundation Server
9 83 (2.10%) JMeter
10 78 (1.97%) GitLab
10 78 (1.97%) Maven
11 71 (1.79%) Subversion
12 70 (1.77%) SoapUI
13 66 (1.67%) JUnit
14 65 (1.64%) Vagrant
15 64 (1.62%) Artifactory
16 60 (1.51%) git-flow
17 59 (1.49%) Sonatype Nexus
18 58 (1.46%) webpack
General
1 619 (15.63%) Finance
2 491 (12.40%) Marketing
3 457 (11.54%) Retail
4 267 (6.74%) Banking
5 141 (3.56%) Advertising
6 127 (3.21%) Telecoms
7 104 (2.63%) Automotive
7 104 (2.63%) Manufacturing
8 101 (2.55%) Games
9 89 (2.25%) Public Sector
10 83 (2.10%) Law
11 63 (1.59%) Front Office
12 40 (1.01%) Billing
13 38 (0.96%) Electronics
14 31 (0.78%) Local Government
14 31 (0.78%) Publishing
15 26 (0.66%) German Language
16 24 (0.61%) Pharmaceutical
17 23 (0.58%) Back Office
18 18 (0.45%) Military
Job Titles
1 970 (24.49%) Developer
2 410 (10.35%) Architect
3 343 (8.66%) DevOps Engineer
4 283 (7.14%) Software Engineer
5 282 (7.12%) Analyst
6 259 (6.54%) Consultant
7 236 (5.96%) Data Engineer
8 221 (5.58%) Cloud Engineer
9 199 (5.02%) Senior Developer
10 173 (4.37%) Java Developer
11 167 (4.22%) Cloud Architect
12 154 (3.89%) Solutions Architect
13 134 (3.38%) Junior
14 128 (3.23%) .NET Developer
15 117 (2.95%) Python Developer
16 108 (2.73%) Python Engineer
17 98 (2.47%) Software Developer
18 91 (2.30%) AWS Engineer
18 91 (2.30%) Front End Developer (Client-Side Developer)
19 89 (2.25%) Data Analyst
Libraries, Frameworks & Software Standards
1 437 (11.03%) HTML
2 430 (10.86%) .NET
3 412 (10.40%) Web Services
4 410 (10.35%) CSS
5 362 (9.14%) Node.js
6 318 (8.03%) AngularJS
7 281 (7.09%) React
8 248 (6.26%) RESTful
9 228 (5.76%) REST
10 206 (5.20%) Spring
11 199 (5.02%) Kafka
12 157 (3.96%) Vue.js
13 156 (3.94%) ASP.NET
14 152 (3.84%) HTML5
15 129 (3.26%) .NET Core
16 122 (3.08%) jQuery
17 111 (2.80%) JSON
18 85 (2.15%) GraphQL
19 77 (1.94%) Spring Boot
20 75 (1.89%) Sass
Miscellaneous
1 434 (10.96%) Analytical Skills
2 285 (7.20%) User Experience
3 223 (5.63%) Public Cloud
4 171 (4.32%) Mobile App
5 168 (4.24%) Algorithms
6 146 (3.69%) Greenfield Project
6 146 (3.69%) Social Media
7 139 (3.51%) Cloud Native
8 123 (3.11%) Enterprise Software
9 102 (2.58%) Hybrid Cloud
10 79 (1.99%) Self-Motivation
11 75 (1.89%) Management Information System
12 69 (1.74%) Blog
12 69 (1.74%) Data Centre
13 67 (1.69%) Data Structures
14 58 (1.46%) Virtual Team
15 55 (1.39%) Enterprise Cloud
16 42 (1.06%) Derivative
17 40 (1.01%) Digital Media
18 39 (0.98%) Fixed Income
Operating Systems
1 749 (18.91%) Linux
2 415 (10.48%) Windows
3 242 (6.11%) Android
4 213 (5.38%) Unix
5 165 (4.17%) Apple iOS
6 86 (2.17%) Windows Server
7 70 (1.77%) CentOS
8 55 (1.39%) Ubuntu
9 51 (1.29%) Windows 7
10 37 (0.93%) Windows 10
11 34 (0.86%) Mac OS
12 28 (0.71%) Windows Server 2008
13 27 (0.68%) Tizen
14 25 (0.63%) CoreOS
15 20 (0.50%) Windows Server 2012
16 19 (0.48%) Red Hat Enterprise Linux
17 17 (0.43%) Debian
18 14 (0.35%) Mac OS X
19 7 (0.18%) Fedora
20 6 (0.15%) Windows Server 2003
Processes & Methodologies
1 1,424 (35.95%) Agile Software Development
2 1,159 (29.26%) DevOps
3 969 (24.46%) Analytics
4 728 (18.38%) Software Engineering
5 534 (13.48%) Scrum
6 477 (12.04%) Continuous Integration
7 469 (11.84%) Microservices
8 455 (11.49%) TDD
9 437 (11.03%) Problem-Solving
10 357 (9.01%) Migration
11 356 (8.99%) Data Science
12 332 (8.38%) Mentoring
13 326 (8.23%) Business Intelligence
14 325 (8.20%) Machine Learning
15 298 (7.52%) Artificial Intelligence
16 297 (7.50%) Test Automation
17 287 (7.25%) E-Commerce
18 277 (6.99%) Open Source
19 275 (6.94%) Computer Science
20 270 (6.82%) Kanban
Programming Languages
1 1,226 (30.95%) Python
2 858 (21.66%) Java
3 835 (21.08%) JavaScript
4 787 (19.87%) SQL
5 380 (9.59%) C#
6 306 (7.73%) Bash Shell
7 264 (6.66%) C++
8 244 (6.16%) Go
9 216 (5.45%) PHP
10 214 (5.40%) C
11 212 (5.35%) Ruby
12 158 (3.99%) Scala
13 146 (3.69%) R
14 145 (3.66%) PowerShell
15 136 (3.43%) TypeScript
16 104 (2.63%) Kotlin
17 83 (2.10%) Java 8
18 70 (1.77%) Perl
19 52 (1.31%) ES6
20 49 (1.24%) Groovy
Qualifications
1 531 (13.41%) Degree
2 156 (3.94%) Computer Science Degree
3 90 (2.27%) Security Cleared
4 85 (2.15%) CISSP
5 73 (1.84%) Cisco Certification
6 63 (1.59%) AWS Certification
7 62 (1.57%) CCNA
8 60 (1.51%) Master's Degree
8 60 (1.51%) SC Cleared
9 57 (1.44%) Microsoft Certification
10 53 (1.34%) MCSE
11 43 (1.09%) CompTIA Security+
12 37 (0.93%) Network+ Certification
12 37 (0.93%) PhD
13 36 (0.91%) GIAC
13 36 (0.91%) Linux+ Certification
13 36 (0.91%) SANS
13 36 (0.91%) SSCP
14 28 (0.71%) DV Cleared
15 25 (0.63%) CISM
Quality Assurance & Compliance
1 220 (5.55%) QA
2 61 (1.54%) Data Quality
3 45 (1.14%) ISO/IEC 27001
4 36 (0.91%) GDPR
5 29 (0.73%) PCI DSS
5 29 (0.73%) SLA
6 14 (0.35%) Cyber Essentials
7 13 (0.33%) PMO
8 11 (0.28%) NIST
9 8 (0.20%) Actionable Recommendations
10 4 (0.10%) ISO 31000
10 4 (0.10%) ISO/IEC 20000
10 4 (0.10%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 3 (0.076%) Cyber Essentials PLUS
11 3 (0.076%) GxP
11 3 (0.076%) ISO 9001
12 2 (0.050%) ISO 22301
12 2 (0.050%) MiFID
12 2 (0.050%) Sarbanes-Oxley
12 2 (0.050%) SEPA
System Software
1 872 (22.01%) Docker
2 123 (3.11%) Active Directory
3 101 (2.55%) VMware Infrastructure
4 70 (1.77%) Hyper-V
5 39 (0.98%) VirtualBox
6 20 (0.50%) Virtual Machines
7 17 (0.43%) Microsoft App-V
7 17 (0.43%) vSphere
8 13 (0.33%) HDFS
8 13 (0.33%) Xen
9 10 (0.25%) Firmware
10 9 (0.23%) vCloud
11 8 (0.20%) Citrix Hypervisor
11 8 (0.20%) VMware Workstation
12 7 (0.18%) Apache ZooKeeper
13 6 (0.15%) VMware ESXi
14 5 (0.13%) Apache Flume
14 5 (0.13%) KVM
15 3 (0.076%) Ceph
15 3 (0.076%) Varnish
Systems Management
1 796 (20.10%) Kubernetes
2 461 (11.64%) Ansible
3 442 (11.16%) Terraform
4 358 (9.04%) Puppet
5 321 (8.10%) Opscode Chef
6 81 (2.04%) Salt
7 63 (1.59%) Docker Swarm
8 52 (1.31%) Nagios
9 40 (1.01%) HP Quality Center
10 38 (0.96%) Rancher
11 37 (0.93%) Packer
11 37 (0.93%) Prometheus
12 36 (0.91%) Graphite
13 33 (0.83%) SCCM
14 30 (0.76%) ZABBIX
15 27 (0.68%) Consul
16 24 (0.61%) Mesos
17 23 (0.58%) Grafana
18 21 (0.53%) Kibana
19 20 (0.50%) logstash
Vendors
1 611 (15.43%) Microsoft
2 228 (5.76%) Tableau
3 198 (5.00%) Adobe
4 175 (4.42%) VMware
5 156 (3.94%) IBM
6 141 (3.56%) Oracle
7 119 (3.00%) Facebook
8 116 (2.93%) Salesforce.com
9 112 (2.83%) Cisco
10 100 (2.52%) Apple
11 90 (2.27%) SAP
12 79 (1.99%) Talend
13 77 (1.94%) Splunk
14 70 (1.77%) HP
15 62 (1.57%) Informatica
16 54 (1.36%) Cloudera
17 51 (1.29%) Symantec
18 50 (1.26%) Red Hat
19 49 (1.24%) Hortonworks
20 42 (1.06%) Rackspace