Period
to 17 January 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 17 January 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
17 Jan 2020
Same period 2019 Same period 2018
Rank 100 102 108
Rank change year-on-year +2 +6 +82
Permanent jobs citing Google 3,543 4,318 4,759
As % of all permanent IT jobs advertised in England 3.04% 3.07% 2.93%
As % of the Vendors category 7.19% 7.22% 6.64%
Number of salaries quoted 2,801 3,486 4,158
England median annual salary £60,000 £60,000 £47,500
Median salary % change year-on-year - +26.32% -
10th Percentile £32,500 £31,250 £25,963
90th Percentile £100,000 £96,250 £80,000
UK median annual salary £60,000 £60,000 £47,500
% change year-on-year - +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 49,275 59,772 71,708
As % of all permanent IT jobs advertised in England 42.25% 42.53% 44.21%
Number of salaries quoted 37,869 46,410 56,609
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +1.23%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £85,000 £82,500 £76,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 17 January 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 17 January 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 +4 2,108 £70,000 +3.70% 424
South East +26 424 £50,250 -4.29% 113
North of England -5 342 £50,573 +19.00% 215
Midlands +29 247 £55,000 - 92
South West -43 213 £52,500 +16.67% 58
East of England +35 185 £52,500 - 63
North West -4 170 £52,500 +25.00% 124
Yorkshire +11 157 £50,000 +17.65% 69
West Midlands +21 129 £52,900 +5.80% 54
East Midlands +21 117 £70,000 +16.67% 38
North East +6 15 £54,486 +8.97% 22
South Coast - 2 £67,500 -
Google
UK

For the 6 months to 17 January 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 1,922 (54.25%) GCP
2 1,865 (52.64%) AWS
3 1,402 (39.57%) Azure
4 1,213 (34.24%) Agile Software Development
5 1,114 (31.44%) Python
6 966 (27.27%) Analytics
6 966 (27.27%) DevOps
7 824 (23.26%) JavaScript
8 748 (21.11%) Java
9 736 (20.77%) Kubernetes
10 712 (20.10%) Docker
11 696 (19.64%) SQL
12 650 (18.35%) Software Engineering
13 645 (18.20%) Finance
14 542 (15.30%) Linux
15 511 (14.42%) Google Analytics
16 500 (14.11%) Microsoft
17 494 (13.94%) Degree
18 477 (13.46%) Web Services
19 440 (12.42%) Git (software)
20 430 (12.14%) Marketing
21 415 (11.71%) Terraform
22 410 (11.57%) Continuous Integration
23 405 (11.43%) Big Data
24 397 (11.21%) Ansible
24 397 (11.21%) Scrum
25 385 (10.87%) Jenkins
26 381 (10.75%) Microservices
27 380 (10.73%) CSS
28 377 (10.64%) HTML

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
1 272 (7.68%) Apache Spark
2 144 (4.06%) Elasticsearch
3 101 (2.85%) Apache
4 97 (2.74%) CMS
5 93 (2.62%) WordPress
6 81 (2.29%) Apache Airflow
7 70 (1.98%) OpenStack
8 53 (1.50%) Confluence
9 47 (1.33%) Tomcat
10 42 (1.19%) nginx
11 32 (0.90%) Cloud Foundry
11 32 (0.90%) JBoss
12 29 (0.82%) Luigi
13 28 (0.79%) SharePoint
14 22 (0.62%) Drupal
15 21 (0.59%) Apache Solr
16 18 (0.51%) Smallworld
17 17 (0.48%) SAS
18 16 (0.45%) Oracle SOA Suite
18 16 (0.45%) Skype for Business
Applications
1 123 (3.47%) Microsoft Office
2 104 (2.94%) Microsoft Excel
3 30 (0.85%) Microsoft PowerPoint
4 24 (0.68%) Photoshop
5 22 (0.62%) AutoCAD
6 20 (0.56%) InVision
7 18 (0.51%) Sketch
8 10 (0.28%) Chatbot
9 9 (0.25%) Adobe Creative Suite
9 9 (0.25%) Adobe XD
10 8 (0.23%) Adobe Illustrator
11 7 (0.20%) MS Visio
12 5 (0.14%) Adobe Premiere
12 5 (0.14%) NUKE
12 5 (0.14%) SPSS
12 5 (0.14%) Zeplin
13 4 (0.11%) GIMP
13 4 (0.11%) InDesign
14 3 (0.085%) Microsoft Project
14 3 (0.085%) Spreadsheet
Business Applications
1 35 (0.99%) FINCAD Analytics
2 27 (0.76%) Magento
3 17 (0.48%) Distributed Ledger
4 12 (0.34%) WebTrends
5 11 (0.31%) HFM
6 10 (0.28%) Oracle FAH
7 7 (0.20%) Adobe Campaign
7 7 (0.20%) Payment Gateway
7 7 (0.20%) Salesforce.com CRM
8 6 (0.17%) Dynamics CRM
8 6 (0.17%) SAP Hybris
8 6 (0.17%) SessionCam
9 5 (0.14%) Shopify
10 4 (0.11%) CA PPM
10 4 (0.11%) NetSuite
10 4 (0.11%) Oracle EBS
11 3 (0.085%) OpenCart
11 3 (0.085%) SAP S/4HANA
12 2 (0.056%) Oracle Payables
12 2 (0.056%) Social Studio
Cloud Services
1 1,922 (54.25%) GCP
2 1,865 (52.64%) AWS
3 1,402 (39.57%) Azure
4 511 (14.42%) Google Analytics
5 198 (5.59%) G Suite
6 192 (5.42%) Office 365
7 153 (4.32%) SaaS
8 152 (4.29%) Cloud Computing
9 139 (3.92%) GitHub
10 114 (3.22%) IaaS
11 112 (3.16%) PaaS
12 109 (3.08%) Power Platform
13 101 (2.85%) Serverless
14 96 (2.71%) Adobe Analytics
15 90 (2.54%) AWS CloudFormation
16 77 (2.17%) Google Play
17 74 (2.09%) OpenShift
18 60 (1.69%) Google Tag Manager
19 57 (1.61%) AWS Lambda
20 54 (1.52%) Amazon EC2
Communications & Networking
1 213 (6.01%) Firewall
2 140 (3.95%) Internet
3 103 (2.91%) DNS
4 102 (2.88%) TCP/IP
5 71 (2.00%) WAN
6 70 (1.98%) VPN
7 45 (1.27%) LAN
8 41 (1.16%) Network Security
9 40 (1.13%) MPLS
10 36 (1.02%) Unified Communications
11 34 (0.96%) HTTP
12 29 (0.82%) VoIP
13 27 (0.76%) DHCP
14 26 (0.73%) DMZ
14 26 (0.73%) HTTPS
15 23 (0.65%) SAN
16 22 (0.62%) Skype
17 19 (0.54%) Broadband
18 18 (0.51%) GPON
19 17 (0.48%) BGP
Database & Business Intelligence
1 405 (11.43%) Big Data
2 255 (7.20%) SQL Server
3 247 (6.97%) NoSQL
4 246 (6.94%) PostgreSQL
5 240 (6.77%) Hadoop
6 236 (6.66%) Data Warehouse
7 216 (6.10%) BigQuery
8 206 (5.81%) MySQL
9 164 (4.63%) Amazon Redshift
10 150 (4.23%) Relational Database
11 108 (3.05%) MongoDB
12 104 (2.94%) Power BI
13 89 (2.51%) Amazon Athena
14 78 (2.20%) Redis
15 73 (2.06%) Looker
16 67 (1.89%) Neo4j
17 63 (1.78%) Apache Hive
17 63 (1.78%) Flink
18 61 (1.72%) Amazon DynamoDB
19 59 (1.67%) SQL Server Integration Services
Development Applications
1 440 (12.42%) Git (software)
2 385 (10.87%) Jenkins
3 254 (7.17%) JIRA
4 89 (2.51%) Atlassian Bamboo
5 78 (2.20%) Maven
6 74 (2.09%) GitLab
6 74 (2.09%) TeamCity
7 70 (1.98%) Selenium
8 66 (1.86%) Bitbucket
9 62 (1.75%) Team Foundation Server
10 61 (1.72%) Vagrant
11 55 (1.55%) Artifactory
12 47 (1.33%) Sonatype Nexus
13 44 (1.24%) JUnit
14 43 (1.21%) JMeter
15 42 (1.19%) Ant
16 41 (1.16%) Cucumber
16 41 (1.16%) Subversion
17 40 (1.13%) SoapUI
18 37 (1.04%) webpack
General
1 645 (18.20%) Finance
2 430 (12.14%) Marketing
3 279 (7.87%) Retail
4 270 (7.62%) Banking
5 139 (3.92%) Front Office
6 118 (3.33%) Advertising
7 96 (2.71%) Games
8 94 (2.65%) Telecoms
9 84 (2.37%) Automotive
9 84 (2.37%) Public Sector
10 81 (2.29%) Manufacturing
11 65 (1.83%) Law
12 58 (1.64%) Investment Banking
13 45 (1.27%) Billing
14 44 (1.24%) Publishing
15 26 (0.73%) Electronics
16 20 (0.56%) Police
17 17 (0.48%) Financial Institution
18 15 (0.42%) Local Government
19 14 (0.40%) Military
Job Titles
1 801 (22.61%) Developer
2 387 (10.92%) Architect
3 298 (8.41%) DevOps Engineer
4 258 (7.28%) Analyst
5 255 (7.20%) Software Engineer
6 227 (6.41%) Consultant
7 224 (6.32%) Data Engineer
8 152 (4.29%) Senior Developer
9 147 (4.15%) Solutions Architect
10 141 (3.98%) Cloud Engineer
11 129 (3.64%) Cloud Architect
12 122 (3.44%) Java Developer
13 102 (2.88%) Python Developer
14 101 (2.85%) Python Engineer
15 96 (2.71%) Software Developer
16 90 (2.54%) Full Stack Developer
17 86 (2.43%) .NET Developer
18 84 (2.37%) Junior
19 83 (2.34%) Data Architect
20 81 (2.29%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 477 (13.46%) Web Services
2 380 (10.73%) CSS
3 377 (10.64%) HTML
4 372 (10.50%) Node.js
5 299 (8.44%) React
6 284 (8.02%) AngularJS
7 273 (7.71%) .NET
8 197 (5.56%) REST
9 167 (4.71%) Kafka
10 161 (4.54%) Spring
11 141 (3.98%) RESTful
12 135 (3.81%) Vue.js
13 114 (3.22%) JSON
14 113 (3.19%) HTML5
15 109 (3.08%) J2EE
15 109 (3.08%) jQuery
16 97 (2.74%) ASP.NET
17 82 (2.31%) GraphQL
18 81 (2.29%) .NET Core
19 78 (2.20%) scikit-learn
Miscellaneous
1 355 (10.02%) Analytical Skills
2 262 (7.39%) User Experience
3 196 (5.53%) Public Cloud
4 166 (4.69%) Mobile App
5 137 (3.87%) Greenfield Project
6 127 (3.58%) Cloud Native
7 124 (3.50%) Derivative
8 123 (3.47%) Fixed Income
9 117 (3.30%) Algorithms
9 117 (3.30%) Hedge funds
10 112 (3.16%) Equities
10 112 (3.16%) Social Media
11 94 (2.65%) Data Centre
12 86 (2.43%) Enterprise Software
13 76 (2.15%) Foreign Exchange (FX)
14 70 (1.98%) Data Structures
14 70 (1.98%) Management Information System
14 70 (1.98%) Self-Motivation
15 69 (1.95%) Blog
16 61 (1.72%) Virtual Team
Operating Systems
1 542 (15.30%) Linux
2 349 (9.85%) Windows
3 186 (5.25%) Android
4 146 (4.12%) Unix
5 121 (3.42%) Apple iOS
6 85 (2.40%) Windows Server
7 57 (1.61%) CentOS
8 52 (1.47%) Windows 7
9 46 (1.30%) Windows 10
10 42 (1.19%) Ubuntu
11 34 (0.96%) Red Hat Enterprise Linux
12 32 (0.90%) Windows Server 2012
13 25 (0.71%) Mac OS
14 24 (0.68%) Windows Server 2008
15 16 (0.45%) Debian
16 14 (0.40%) Windows Server 2003
17 12 (0.34%) CoreOS
17 12 (0.34%) Mac OS X
18 9 (0.25%) Kali Linux
18 9 (0.25%) Tizen
Processes & Methodologies
1 1,213 (34.24%) Agile Software Development
2 966 (27.27%) Analytics
2 966 (27.27%) DevOps
3 650 (18.35%) Software Engineering
4 410 (11.57%) Continuous Integration
5 397 (11.21%) Scrum
6 381 (10.75%) Microservices
7 368 (10.39%) Data Science
8 344 (9.71%) Open Source
8 344 (9.71%) TDD
9 328 (9.26%) Migration
10 324 (9.14%) Problem-Solving
11 315 (8.89%) Artificial Intelligence
11 315 (8.89%) Machine Learning
12 312 (8.81%) Mentoring
13 309 (8.72%) Computer Science
14 280 (7.90%) Business Intelligence
15 258 (7.28%) ETL
16 231 (6.52%) E-Commerce
17 226 (6.38%) Configuration Management
Programming Languages
1 1,114 (31.44%) Python
2 824 (23.26%) JavaScript
3 748 (21.11%) Java
4 696 (19.64%) SQL
5 296 (8.35%) C#
6 229 (6.46%) Bash Shell
7 210 (5.93%) C++
8 193 (5.45%) Go
9 182 (5.14%) PHP
10 160 (4.52%) Scala
11 146 (4.12%) Ruby
12 127 (3.58%) C
13 125 (3.53%) R
14 123 (3.47%) TypeScript
15 114 (3.22%) Kotlin
16 113 (3.19%) PowerShell
17 79 (2.23%) Java 8
18 57 (1.61%) ES6
19 47 (1.33%) Perl
20 42 (1.19%) PL/SQL
Qualifications
1 494 (13.94%) Degree
2 153 (4.32%) Computer Science Degree
3 67 (1.89%) Security Cleared
4 63 (1.78%) PhD
5 56 (1.58%) Master's Degree
6 52 (1.47%) CISSP
7 51 (1.44%) AWS Certification
8 50 (1.41%) SC Cleared
9 37 (1.04%) Cisco Certification
10 35 (0.99%) Microsoft Certification
11 34 (0.96%) CCNA
12 29 (0.82%) MCSE
13 22 (0.62%) CompTIA Security+
13 22 (0.62%) PMI Certification
14 15 (0.42%) CISM
14 15 (0.42%) GIAC
14 15 (0.42%) Linux+ Certification
14 15 (0.42%) Network+ Certification
14 15 (0.42%) SANS
14 15 (0.42%) SSCP
Quality Assurance & Compliance
1 188 (5.31%) QA
2 50 (1.41%) Data Quality
3 39 (1.10%) GDPR
4 33 (0.93%) ISO/IEC 27001
5 29 (0.82%) SLA
6 27 (0.76%) PCI DSS
7 14 (0.40%) Cyber Essentials
8 11 (0.31%) PMO
9 8 (0.23%) ISO 31000
10 6 (0.17%) Actionable Recommendations
11 4 (0.11%) ISO/IEC 20000
11 4 (0.11%) SEPA
12 3 (0.085%) Cyber Essentials PLUS
12 3 (0.085%) NIST
12 3 (0.085%) WCAG
13 1 (0.028%) GxP
13 1 (0.028%) ISO 9001
13 1 (0.028%) MiFID
13 1 (0.028%) PSD2
System Software
1 712 (20.10%) Docker
2 124 (3.50%) Active Directory
3 99 (2.79%) VMware Infrastructure
4 54 (1.52%) VirtualBox
5 38 (1.07%) Hyper-V
6 24 (0.68%) Virtual Machines
7 22 (0.62%) Firmware
8 21 (0.59%) Microsoft App-V
9 13 (0.37%) HDFS
9 13 (0.37%) Xen
9 13 (0.37%) XenApp
10 8 (0.23%) VMware Workstation
11 6 (0.17%) vSphere
12 5 (0.14%) Snort
13 4 (0.11%) Apache ZooKeeper
13 4 (0.11%) Ceph
13 4 (0.11%) Citrix Hypervisor
13 4 (0.11%) OpenAM
13 4 (0.11%) OpenDJ
13 4 (0.11%) OpenIDM
Systems Management
1 736 (20.77%) Kubernetes
2 415 (11.71%) Terraform
3 397 (11.21%) Ansible
4 282 (7.96%) Puppet
5 210 (5.93%) Opscode Chef
6 79 (2.23%) Docker Swarm
7 62 (1.75%) Salt
8 44 (1.24%) Nagios
9 42 (1.19%) SCCM
10 39 (1.10%) Packer
10 39 (1.10%) Prometheus
11 38 (1.07%) ZABBIX
12 34 (0.96%) Grafana
13 30 (0.85%) Mesos
14 29 (0.82%) HP Quality Center
15 26 (0.73%) Consul
16 24 (0.68%) Rancher
16 24 (0.68%) WSUS
17 22 (0.62%) Kibana
18 19 (0.54%) logstash
Vendors
1 500 (14.11%) Microsoft
2 203 (5.73%) Tableau
3 181 (5.11%) Adobe
4 160 (4.52%) Oracle
5 143 (4.04%) VMware
6 110 (3.10%) Facebook
7 106 (2.99%) IBM
8 103 (2.91%) Salesforce.com
9 87 (2.46%) Cisco
10 71 (2.00%) Apple
11 69 (1.95%) Splunk
12 63 (1.78%) Cloudera
12 63 (1.78%) Hortonworks
13 62 (1.75%) Red Hat
14 60 (1.69%) SAP
15 55 (1.55%) Talend
16 48 (1.35%) HP
16 48 (1.35%) Teradata
17 45 (1.27%) Informatica
18 40 (1.13%) Citrix