Period
to 23 March 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 23 March 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
23 Mar 2019
Same period 2018 Same period 2017
Rank 104 102 173
Rank change year-on-year -2 +71 +22
Permanent jobs citing Google 4,270 5,226 3,210
As % of all permanent IT jobs advertised in England 3.08% 3.15% 1.98%
As % of the Vendors category 7.29% 7.17% 4.51%
Number of salaries quoted 3,338 4,525 2,613
England median annual salary £60,000 £46,000 £47,500
Median salary % change year-on-year +30.43% -3.16% +5.56%
10th Percentile £31,500 £25,750 £27,050
90th Percentile £100,000 £81,250 £75,000
UK median annual salary £60,000 £46,500 £47,500
% change year-on-year +29.03% -2.11% +5.56%

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 58,536 72,862 71,120
As % of all permanent IT jobs advertised in England 42.17% 43.97% 43.88%
Number of salaries quoted 45,519 58,154 57,592
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £28,000 £26,750 £26,250
90th Percentile £81,250 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% 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 23 March 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 23 March 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 +16 2,415 £70,000 +16.67% 175
North of England -46 538 £44,000 +10.00% 61
South East -18 528 £55,000 +37.84% 36
South West +19 373 £42,500 -5.56% 16
North West -53 262 £42,500 +6.25% 33
Yorkshire -21 259 £45,000 +20.00% 25
Midlands -87 211 £55,000 +57.14% 34
East of England -6 184 £52,500 -4.55% 23
West Midlands -59 128 £51,250 +46.43% 21
East Midlands -72 81 £55,000 +57.14% 13
North East -16 17 £50,000 +33.33% 3
Google
UK

For the 6 months to 23 March 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 2,197 (51.45%) Amazon AWS
2 2,196 (51.43%) Google Cloud Platform
3 1,744 (40.84%) Microsoft Azure
4 1,622 (37.99%) Agile Software Development
5 1,205 (28.22%) Python
6 1,155 (27.05%) Analytics
7 1,112 (26.04%) DevOps
8 880 (20.61%) Java
9 841 (19.70%) SQL
10 832 (19.48%) Docker
11 783 (18.34%) Linux
12 779 (18.24%) JavaScript
13 748 (17.52%) Software Engineering
14 697 (16.32%) Finance
15 677 (15.85%) Microsoft
16 669 (15.67%) Kubernetes
17 627 (14.68%) Google Analytics
18 609 (14.26%) HTML
19 594 (13.91%) C#
20 583 (13.65%) Marketing
21 561 (13.14%) Microservices
22 551 (12.90%) Git (software)
23 535 (12.53%) .NET
24 534 (12.51%) CSS
25 505 (11.83%) TDD
26 492 (11.52%) Web Services
27 489 (11.45%) Ansible
28 485 (11.36%) Node.js
29 475 (11.12%) Continuous Integration
30 469 (10.98%) Scrum

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
1 229 (5.36%) Apache Spark
2 186 (4.36%) Elasticsearch
3 168 (3.93%) CMS
4 163 (3.82%) Apache
5 81 (1.90%) Confluence
6 79 (1.85%) nginx
7 73 (1.71%) MS Exchange
8 68 (1.59%) WordPress
9 63 (1.48%) OpenStack
10 59 (1.38%) SharePoint
11 54 (1.26%) Cloud Foundry
11 54 (1.26%) Tomcat
12 40 (0.94%) WebSphere
13 38 (0.89%) SAS
14 37 (0.87%) IIS
15 33 (0.77%) Jupyter
16 32 (0.75%) Apache Solr
17 30 (0.70%) WebLogic
18 28 (0.66%) Skype for Business
19 23 (0.54%) JBoss
Applications
1 176 (4.12%) Microsoft Office
2 122 (2.86%) Chatbot
3 107 (2.51%) Microsoft Excel
4 65 (1.52%) Photoshop
5 51 (1.19%) Microsoft PowerPoint
6 25 (0.59%) Adobe Illustrator
6 25 (0.59%) InVision
7 14 (0.33%) SPSS
8 11 (0.26%) Spreadsheet
9 8 (0.19%) Adobe Creative Suite
9 8 (0.19%) Microsoft Project
10 5 (0.12%) Adobe Premiere
11 3 (0.070%) Weka
12 2 (0.047%) 3ds Max
12 2 (0.047%) AutoCAD
12 2 (0.047%) CPLEX
12 2 (0.047%) iWork
12 2 (0.047%) MS Visio
12 2 (0.047%) UXPin
13 1 (0.023%) Acrobat
Business Applications
1 34 (0.80%) WebTrends
2 28 (0.66%) Magento
3 20 (0.47%) Distributed Ledger
4 15 (0.35%) Dynamics CRM
5 9 (0.21%) Shopify
6 8 (0.19%) FastStats
7 6 (0.14%) Salesforce.com CRM
8 5 (0.12%) SAP Hybris
9 4 (0.094%) Dynamics AX
9 4 (0.094%) Eloqua
9 4 (0.094%) NetSuite
9 4 (0.094%) Payment Gateway
9 4 (0.094%) SessionCam
10 3 (0.070%) Oracle ERP
10 3 (0.070%) Unica
11 2 (0.047%) Fredhopper
11 2 (0.047%) Optimost
11 2 (0.047%) Oracle Procure-to-Pay
11 2 (0.047%) PolarLake
12 1 (0.023%) Sage 200
Cloud Services
1 2,197 (51.45%) Amazon AWS
2 2,196 (51.43%) Google Cloud Platform
3 1,744 (40.84%) Microsoft Azure
4 627 (14.68%) Google Analytics
5 313 (7.33%) SaaS
6 255 (5.97%) Office 365
7 242 (5.67%) PaaS
8 240 (5.62%) Google Play
9 209 (4.89%) G Suite
10 199 (4.66%) Cloud Computing
11 193 (4.52%) Serverless
12 183 (4.29%) IaaS
13 131 (3.07%) GitHub
14 111 (2.60%) AWS CloudFormation
15 105 (2.46%) AdWords
15 105 (2.46%) IBM Cloud
16 93 (2.18%) npm
17 77 (1.80%) Adobe Analytics
18 74 (1.73%) Amazon EC2
18 74 (1.73%) Google Tag Manager
Communications & Networking
1 153 (3.58%) Firewall
2 149 (3.49%) TCP/IP
3 117 (2.74%) DNS
4 83 (1.94%) LAN
5 72 (1.69%) Internet
6 69 (1.62%) SAN
7 67 (1.57%) WAN
8 61 (1.43%) VPN
9 58 (1.36%) DHCP
9 58 (1.36%) HTTP
10 45 (1.05%) Skype
11 39 (0.91%) VLAN
12 35 (0.82%) Wi-Fi
13 32 (0.75%) VoIP
14 26 (0.61%) Wireless
15 22 (0.52%) Network Security
16 20 (0.47%) H.323
16 20 (0.47%) Intranet
16 20 (0.47%) WebEx
17 16 (0.37%) Cisco IOS
Database & Business Intelligence
1 429 (10.05%) Big Data
2 370 (8.67%) SQL Server
3 366 (8.57%) MySQL
4 325 (7.61%) NoSQL
5 275 (6.44%) Hadoop
6 187 (4.38%) BigQuery
7 174 (4.07%) Data Warehouse
8 157 (3.68%) MongoDB
9 151 (3.54%) Relational Database
10 139 (3.26%) PostgreSQL
11 128 (3.00%) Amazon Redshift
12 123 (2.88%) Power BI
13 103 (2.41%) Apache Cassandra
14 97 (2.27%) HBase
15 89 (2.08%) Apache Hive
16 83 (1.94%) SQL Server 2016
17 77 (1.80%) Redis
18 68 (1.59%) Data Lake
19 60 (1.41%) RDBMS
20 59 (1.38%) SQL Server Integration Services
Development Applications
1 551 (12.90%) Git (software)
2 469 (10.98%) Jenkins
3 327 (7.66%) JIRA
4 225 (5.27%) Selenium
5 153 (3.58%) TeamCity
6 152 (3.56%) Atlassian Bamboo
7 141 (3.30%) Cucumber
8 99 (2.32%) webpack
9 92 (2.15%) SoapUI
10 87 (2.04%) gulp
10 87 (2.04%) Team Foundation Server
10 87 (2.04%) Travis CI
11 83 (1.94%) Subversion
11 83 (1.94%) Vagrant
12 82 (1.92%) JMeter
13 77 (1.80%) Visual Studio
14 76 (1.78%) CircleCI
15 69 (1.62%) Maven
16 62 (1.45%) GitLab
17 60 (1.41%) Babel
General
1 697 (16.32%) Finance
2 583 (13.65%) Marketing
3 441 (10.33%) Retail
4 216 (5.06%) Banking
5 175 (4.10%) Telecoms
6 170 (3.98%) Games
7 110 (2.58%) Manufacturing
8 93 (2.18%) Law
9 90 (2.11%) Advertising
10 66 (1.55%) Electronics
11 50 (1.17%) Legal
12 44 (1.03%) Publishing
13 43 (1.01%) Automotive
14 39 (0.91%) Local Government
15 30 (0.70%) Military
16 23 (0.54%) Front Office
17 17 (0.40%) Back Office
18 13 (0.30%) Investment Banking
19 9 (0.21%) Pharmaceutical
20 8 (0.19%) Brand Awareness
Job Titles
1 1,098 (25.71%) Developer
2 562 (13.16%) Architect
3 411 (9.63%) DevOps Engineer
4 338 (7.92%) Analyst
5 296 (6.93%) Cloud Architect
6 238 (5.57%) .NET Developer
7 231 (5.41%) Software Engineer
8 224 (5.25%) Senior Developer
9 208 (4.87%) Cloud Engineer
10 162 (3.79%) Solutions Architect
11 156 (3.65%) Java Developer
12 152 (3.56%) AWS Engineer
13 148 (3.47%) Consultant
14 145 (3.40%) AWS Architect
15 144 (3.37%) Azure Architect
16 140 (3.28%) C# Developer
17 125 (2.93%) Data Engineer
18 120 (2.81%) Software Developer
19 115 (2.69%) AWS DevOps
19 115 (2.69%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 609 (14.26%) HTML
2 535 (12.53%) .NET
3 534 (12.51%) CSS
4 492 (11.52%) Web Services
5 485 (11.36%) Node.js
6 433 (10.14%) AngularJS
7 352 (8.24%) RESTful
8 345 (8.08%) React
9 268 (6.28%) HTML5
10 241 (5.64%) ASP.NET
11 187 (4.38%) ASP.NET Web API
12 186 (4.36%) CSS3
13 181 (4.24%) ASP.NET MVC
14 175 (4.10%) REST
15 154 (3.61%) Kafka
16 147 (3.44%) Spring
17 144 (3.37%) RxJava
18 133 (3.11%) Twitter Bootstrap
19 130 (3.04%) Retrofit
20 126 (2.95%) jQuery
Miscellaneous
1 384 (8.99%) Analytical Skills
2 374 (8.76%) User Experience
3 315 (7.38%) Public Cloud
4 220 (5.15%) Mobile App
5 155 (3.63%) Social Media
6 153 (3.58%) Fintech
7 141 (3.30%) Greenfield Project
8 118 (2.76%) Enterprise Software
9 116 (2.72%) Hybrid Cloud
10 111 (2.60%) Hedge funds
11 110 (2.58%) Cloud Native
12 87 (2.04%) Blog
13 85 (1.99%) Data Centre
14 82 (1.92%) Self-Motivation
15 81 (1.90%) Algorithms
16 76 (1.78%) Management Information System
17 58 (1.36%) Data Structures
18 57 (1.33%) BBC
19 53 (1.24%) iPhone
20 48 (1.12%) Video Conferencing
Operating Systems
1 783 (18.34%) Linux
2 435 (10.19%) Windows
3 414 (9.70%) Android
4 183 (4.29%) Apple iOS
5 171 (4.00%) Unix
6 143 (3.35%) Windows Server
7 140 (3.28%) Ubuntu
8 85 (1.99%) Red Hat Enterprise Linux
9 84 (1.97%) CentOS
10 58 (1.36%) Debian
11 51 (1.19%) Windows Server 2008
12 49 (1.15%) Windows 7
13 42 (0.98%) Windows 10
14 37 (0.87%) CoreOS
15 34 (0.80%) Windows Server 2012
16 24 (0.56%) DC/OS
17 21 (0.49%) Mac OS X
18 17 (0.40%) Windows Server 2003
19 14 (0.33%) Mac OS
20 12 (0.28%) Solaris
Processes & Methodologies
1 1,622 (37.99%) Agile Software Development
2 1,155 (27.05%) Analytics
3 1,112 (26.04%) DevOps
4 748 (17.52%) Software Engineering
5 561 (13.14%) Microservices
6 505 (11.83%) TDD
7 475 (11.12%) Continuous Integration
8 469 (10.98%) Scrum
9 392 (9.18%) E-Commerce
10 391 (9.16%) Problem-Solving
11 381 (8.92%) Mentoring
12 357 (8.36%) Business Intelligence
13 335 (7.85%) BDD
14 324 (7.59%) Machine Learning
15 307 (7.19%) Test Automation
16 294 (6.89%) Migration
17 290 (6.79%) Configuration Management
18 277 (6.49%) Computer Science
19 274 (6.42%) MVC
20 249 (5.83%) Data Science
Programming Languages
1 1,205 (28.22%) Python
2 880 (20.61%) Java
3 841 (19.70%) SQL
4 779 (18.24%) JavaScript
5 594 (13.91%) C#
6 317 (7.42%) PHP
7 313 (7.33%) Ruby
8 280 (6.56%) Bash Shell
9 234 (5.48%) PowerShell
10 219 (5.13%) Scala
11 218 (5.11%) C++
12 183 (4.29%) Go
13 156 (3.65%) TypeScript
14 145 (3.40%) C
15 143 (3.35%) Perl
16 116 (2.72%) R
17 98 (2.30%) Objective-C
18 97 (2.27%) Java 8
19 57 (1.33%) ES6
19 57 (1.33%) T-SQL
Qualifications
1 459 (10.75%) Degree
2 125 (2.93%) Computer Science Degree
3 109 (2.55%) Security Cleared
4 78 (1.83%) SC Cleared
5 63 (1.48%) AWS Certification
6 45 (1.05%) Microsoft Certification
7 43 (1.01%) CISSP
8 35 (0.82%) Master's Degree
9 31 (0.73%) Numerate Degree
10 30 (0.70%) ITIL Certification
11 29 (0.68%) MCSE
12 28 (0.66%) Cisco Certification
12 28 (0.66%) MBA
12 28 (0.66%) SANS
13 24 (0.56%) MCSA
14 22 (0.52%) PhD
15 16 (0.37%) CISM
16 15 (0.35%) TOGAF Certification
17 14 (0.33%) ISTQB
17 14 (0.33%) RHCE
Quality Assurance & Compliance
1 181 (4.24%) QA
2 53 (1.24%) GDPR
3 47 (1.10%) Data Quality
4 30 (0.70%) ISO/IEC 27001
5 28 (0.66%) SLA
6 25 (0.59%) PCI DSS
7 14 (0.33%) PMO
8 10 (0.23%) Cyber Essentials
9 5 (0.12%) ISO 9001
9 5 (0.12%) ISO/IEC 27005
10 4 (0.094%) IFRS
10 4 (0.094%) MiFID
10 4 (0.094%) Solvency II
10 4 (0.094%) WCAG
11 3 (0.070%) Actionable Recommendations
11 3 (0.070%) GxP
11 3 (0.070%) HMG Security Policy Framework
11 3 (0.070%) RMADS
12 2 (0.047%) Sarbanes-Oxley
13 1 (0.023%) WAI
System Software
1 832 (19.48%) Docker
2 209 (4.89%) VMware Infrastructure
3 207 (4.85%) Active Directory
4 103 (2.41%) Hyper-V
5 69 (1.62%) Virtual Machines
6 51 (1.19%) VirtualBox
7 37 (0.87%) vSphere
8 27 (0.63%) VMware ESXi
9 25 (0.59%) Virtual Desktop
10 20 (0.47%) XenApp
11 17 (0.40%) Varnish
12 15 (0.35%) Virtual Servers
13 13 (0.30%) iptables
14 12 (0.28%) HDFS
14 12 (0.28%) Xen
15 10 (0.23%) Apache Flume
16 9 (0.21%) Snort
17 8 (0.19%) Firmware
17 8 (0.19%) VMware Workstation
18 7 (0.16%) NFS
Systems Management
1 669 (15.67%) Kubernetes
2 489 (11.45%) Ansible
3 397 (9.30%) Puppet
4 355 (8.31%) Opscode Chef
5 288 (6.74%) Terraform
6 69 (1.62%) Salt
7 51 (1.19%) Kibana
8 46 (1.08%) Rancher
9 45 (1.05%) Packer
10 43 (1.01%) Docker Swarm
10 43 (1.01%) Nagios
11 42 (0.98%) CFEngine
12 37 (0.87%) SCCM
13 36 (0.84%) Graphite
14 32 (0.75%) Prometheus
15 31 (0.73%) HP Quality Center
16 26 (0.61%) Automic
16 26 (0.61%) ZABBIX
17 23 (0.54%) Backup Exec
18 22 (0.52%) Mesos
Vendors
1 677 (15.85%) Microsoft
2 269 (6.30%) VMware
3 206 (4.82%) IBM
4 200 (4.68%) Tableau
5 189 (4.43%) Facebook
6 188 (4.40%) Adobe
7 152 (3.56%) Oracle
8 125 (2.93%) Apple
9 123 (2.88%) SAP
10 120 (2.81%) Salesforce.com
11 114 (2.67%) Cisco
12 108 (2.53%) Red Hat
13 90 (2.11%) Rackspace
14 74 (1.73%) HP
15 73 (1.71%) Atlassian
16 68 (1.59%) Splunk
17 51 (1.19%) Cloudera
18 50 (1.17%) Sony
18 50 (1.17%) Yahoo!
19 46 (1.08%) Talend