Period
to 21 October 2018

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 2018 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 2018
Same period 2017 Same period 2016
Rank 102 158 198
Rank change year-on-year +56 +40 -14
Permanent jobs citing Google 4,672 3,721 3,151
As % of all permanent IT jobs advertised in England 3.07% 2.28% 1.75%
As % of the Vendors category 7.16% 5.14% 3.99%
Number of salaries quoted 3,854 3,207 2,720
England median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% +11.76%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £92,500 £81,250 £72,625
UK median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +11.76%

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 65,209 72,369 78,948
As % of all permanent IT jobs advertised in England 42.78% 44.28% 43.79%
Number of salaries quoted 51,061 56,363 64,431
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £75,250 £75,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 2018.

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 2018. 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 +44 2,500 £65,000 +8.33% 488
North of England +34 666 £40,000 - 184
South East +38 515 £45,000 +25.70% 133
Midlands +80 431 £40,000 +14.29% 100
North West +12 351 £40,000 - 81
Yorkshire +48 295 £42,500 +6.25% 82
South West +33 282 £45,000 -18.18% 86
East of England +22 257 £50,000 +5.26% 61
West Midlands +55 225 £35,000 - 59
East Midlands +67 206 £41,250 +14.58% 41
North East -15 19 £40,000 +6.67% 21
Google
UK

For the 6 months to 21 October 2018, 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 2,113 (45.23%) Amazon AWS
2 1,900 (40.67%) Agile Software Development
3 1,833 (39.23%) Google Cloud Platform
4 1,673 (35.81%) Microsoft Azure
5 1,199 (25.66%) Python
6 1,152 (24.66%) Analytics
7 1,081 (23.14%) DevOps
8 1,066 (22.82%) Java
9 905 (19.37%) JavaScript
10 867 (18.56%) Docker
11 859 (18.39%) SQL
12 810 (17.34%) .NET
13 803 (17.19%) C#
13 803 (17.19%) HTML
14 787 (16.85%) Linux
15 720 (15.41%) Microsoft
16 719 (15.39%) Google Analytics
17 683 (14.62%) Marketing
18 668 (14.30%) Kubernetes
19 643 (13.76%) TDD
20 642 (13.74%) SQL Server
21 636 (13.61%) Finance
22 631 (13.51%) CSS
23 620 (13.27%) Degree
24 606 (12.97%) Software Engineering
25 587 (12.56%) Continuous Integration
26 558 (11.94%) Windows
27 539 (11.54%) Microservices
28 528 (11.30%) MVC
29 522 (11.17%) Web Services

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
1 321 (6.87%) Elasticsearch
2 210 (4.49%) Apache Spark
3 149 (3.19%) CMS
4 137 (2.93%) Apache
5 126 (2.70%) OpenStack
6 105 (2.25%) Tomcat
7 96 (2.05%) Cloud Foundry
8 87 (1.86%) MS Exchange
9 77 (1.65%) SharePoint
10 76 (1.63%) WordPress
11 73 (1.56%) WebSphere
12 68 (1.46%) WebLogic
13 64 (1.37%) nginx
14 62 (1.33%) Confluence
15 53 (1.13%) SAS
16 50 (1.07%) IIS
17 34 (0.73%) Ethereum
18 29 (0.62%) Drupal
19 21 (0.45%) JBoss
19 21 (0.45%) MQSeries
Applications
1 153 (3.27%) Microsoft Office
2 121 (2.59%) Microsoft Excel
3 91 (1.95%) Photoshop
4 41 (0.88%) Microsoft PowerPoint
5 37 (0.79%) Adobe Illustrator
6 30 (0.64%) Adobe Creative Suite
7 20 (0.43%) SPSS
8 18 (0.39%) Chatbot
9 15 (0.32%) InVision
10 13 (0.28%) InDesign
11 12 (0.26%) Spreadsheet
12 6 (0.13%) Maya
13 5 (0.11%) MS Visio
13 5 (0.11%) Snapchat
14 4 (0.086%) Adobe After Effects
14 4 (0.086%) Adobe Premiere
14 4 (0.086%) AutoCAD
14 4 (0.086%) UXPin
15 3 (0.064%) OmniGraffle
16 2 (0.043%) Blender
Business Applications
1 36 (0.77%) Magento
2 28 (0.60%) Ripple
3 14 (0.30%) SAP Hybris
4 10 (0.21%) Abakus
5 9 (0.19%) Distributed Ledger
5 9 (0.19%) Dynamics CRM
5 9 (0.19%) Shopify
6 7 (0.15%) Adobe Campaign
6 7 (0.15%) Unica
7 6 (0.13%) Dynamics AX
7 6 (0.13%) Dynamics NAV
7 6 (0.13%) Payment Gateway
7 6 (0.13%) Salesforce.com CRM
8 5 (0.11%) FastStats
8 5 (0.11%) Oracle EBS R12
8 5 (0.11%) Oracle ERP
8 5 (0.11%) Oracle Procure-to-Pay
9 4 (0.086%) Eloqua
9 4 (0.086%) SAP S/4HANA
9 4 (0.086%) WebTrends
Cloud Services
1 2,113 (45.23%) Amazon AWS
2 1,833 (39.23%) Google Cloud Platform
3 1,673 (35.81%) Microsoft Azure
4 719 (15.39%) Google Analytics
5 306 (6.55%) PaaS
6 253 (5.42%) Office 365
7 236 (5.05%) SaaS
8 224 (4.79%) G Suite
9 202 (4.32%) IaaS
10 161 (3.45%) IBM Cloud
11 157 (3.36%) AdWords
12 153 (3.27%) Cloud Computing
13 149 (3.19%) Google Play
14 145 (3.10%) Serverless
15 113 (2.42%) GitHub
16 108 (2.31%) AWS CloudFormation
17 96 (2.05%) Adobe Analytics
18 91 (1.95%) Google Tag Manager
18 91 (1.95%) OpenShift
19 65 (1.39%) Slack
Communications & Networking
1 168 (3.60%) Firewall
2 136 (2.91%) DNS
3 127 (2.72%) TCP/IP
4 95 (2.03%) VPN
5 91 (1.95%) Internet
6 86 (1.84%) SAN
7 84 (1.80%) DHCP
8 77 (1.65%) LAN
9 76 (1.63%) WAN
10 75 (1.61%) HTTP
11 57 (1.22%) VLAN
12 48 (1.03%) Wi-Fi
13 39 (0.83%) VoIP
14 38 (0.81%) Network Security
14 38 (0.81%) Wireless
15 30 (0.64%) Skype
16 28 (0.60%) Cisco ASA
16 28 (0.60%) Intranet
17 27 (0.58%) NAS
18 23 (0.49%) MPLS
Database & Business Intelligence
1 642 (13.74%) SQL Server
2 372 (7.96%) Big Data
3 353 (7.56%) MySQL
4 348 (7.45%) NoSQL
5 268 (5.74%) MongoDB
6 259 (5.54%) Hadoop
7 199 (4.26%) Relational Database
8 177 (3.79%) SQL Server 2016
9 170 (3.64%) PostgreSQL
10 157 (3.36%) Data Warehouse
11 132 (2.83%) Apache Cassandra
12 111 (2.38%) BigQuery
13 92 (1.97%) RDBMS
14 91 (1.95%) Redis
15 90 (1.93%) Apache Hive
16 83 (1.78%) Power BI
17 82 (1.76%) SQL Server Integration Services
18 78 (1.67%) Amazon Redshift
19 66 (1.41%) Blockchain
20 60 (1.28%) HBase
Development Applications
1 513 (10.98%) Git (software)
2 459 (9.82%) Jenkins
3 311 (6.66%) JIRA
4 217 (4.64%) TeamCity
5 207 (4.43%) Selenium
6 131 (2.80%) Atlassian Bamboo
7 113 (2.42%) Vagrant
8 106 (2.27%) Maven
9 94 (2.01%) Subversion
10 91 (1.95%) Cucumber
11 85 (1.82%) Team Foundation Server
11 85 (1.82%) Visual Studio
12 70 (1.50%) Octopus Deploy
13 66 (1.41%) Travis CI
14 59 (1.26%) GitLab
15 58 (1.24%) Gradle
16 57 (1.22%) JUnit
17 54 (1.16%) webpack
18 50 (1.07%) Appium
19 47 (1.01%) JMeter
General
1 683 (14.62%) Marketing
2 636 (13.61%) Finance
3 429 (9.18%) Retail
4 349 (7.47%) Games
5 149 (3.19%) Banking
6 116 (2.48%) Advertising
7 109 (2.33%) Manufacturing
8 103 (2.20%) Telecoms
9 86 (1.84%) Publishing
10 54 (1.16%) Electronics
11 53 (1.13%) Law
12 38 (0.81%) Legal
13 33 (0.71%) Automotive
13 33 (0.71%) Front Office
14 22 (0.47%) Back Office
15 21 (0.45%) Brand Awareness
15 21 (0.45%) Investment Banking
15 21 (0.45%) Local Government
15 21 (0.45%) Multimedia
16 20 (0.43%) German Language
Job Titles
1 1,446 (30.95%) Developer
2 533 (11.41%) Architect
3 403 (8.63%) .NET Developer
4 384 (8.22%) DevOps Engineer
5 342 (7.32%) Analyst
6 285 (6.10%) Cloud Architect
7 267 (5.71%) Senior Developer
8 256 (5.48%) Java Developer
9 224 (4.79%) Software Engineer
10 177 (3.79%) Solutions Architect
11 174 (3.72%) C# Developer
12 172 (3.68%) Cloud Engineer
13 136 (2.91%) Consultant
14 131 (2.80%) C# .NET Developer
15 124 (2.65%) AWS Architect
16 120 (2.57%) Software Developer
17 115 (2.46%) Junior
18 110 (2.35%) Azure Architect
19 109 (2.33%) AWS Engineer
20 106 (2.27%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 810 (17.34%) .NET
2 803 (17.19%) HTML
3 631 (13.51%) CSS
4 522 (11.17%) Web Services
5 470 (10.06%) AngularJS
6 442 (9.46%) Node.js
7 438 (9.38%) ASP.NET
8 343 (7.34%) RESTful
9 334 (7.15%) ASP.NET MVC
10 309 (6.61%) ASP.NET Web API
11 281 (6.01%) React
12 267 (5.71%) HTML5
13 248 (5.31%) Spring
14 225 (4.82%) REST
15 211 (4.52%) jQuery
16 180 (3.85%) Spring Boot
17 179 (3.83%) .NET Framework
18 173 (3.70%) CSS3
18 173 (3.70%) WCF
19 161 (3.45%) .NET Core
Miscellaneous
1 463 (9.91%) Analytical Skills
2 447 (9.57%) User Experience
3 412 (8.82%) Computer Science
4 259 (5.54%) Mobile App
5 254 (5.44%) Public Cloud
6 230 (4.92%) Fintech
7 228 (4.88%) Social Media
8 193 (4.13%) Self-Motivation
9 181 (3.87%) Greenfield Project
10 141 (3.02%) Enterprise Software
11 137 (2.93%) Algorithms
12 120 (2.57%) Data Centre
13 108 (2.31%) Blog
14 101 (2.16%) Cloud Native
15 89 (1.90%) iPhone
16 84 (1.80%) BBC
17 79 (1.69%) Hybrid Cloud
18 75 (1.61%) Management Information System
19 68 (1.46%) Hedge funds
20 57 (1.22%) Data Structures
Operating Systems
1 787 (16.85%) Linux
2 558 (11.94%) Windows
3 302 (6.46%) Android
4 183 (3.92%) Windows Server
5 158 (3.38%) Unix
6 138 (2.95%) Apple iOS
7 94 (2.01%) Red Hat Enterprise Linux
8 79 (1.69%) CentOS
9 77 (1.65%) Ubuntu
9 77 (1.65%) Windows 7
9 77 (1.65%) Windows Server 2008
10 63 (1.35%) Windows Server 2012
11 54 (1.16%) Mac OS X
12 42 (0.90%) Windows 10
13 39 (0.83%) CoreOS
13 39 (0.83%) Debian
14 37 (0.79%) Mac OS
15 22 (0.47%) Solaris
16 20 (0.43%) AIX
17 19 (0.41%) HPUX
Processes & Methodologies
1 1,900 (40.67%) Agile Software Development
2 1,152 (24.66%) Analytics
3 1,081 (23.14%) DevOps
4 643 (13.76%) TDD
5 606 (12.97%) Software Engineering
6 587 (12.56%) Continuous Integration
7 539 (11.54%) Microservices
8 528 (11.30%) MVC
9 520 (11.13%) Scrum
10 440 (9.42%) Problem-Solving
11 427 (9.14%) Test Automation
12 411 (8.80%) E-Commerce
13 391 (8.37%) BDD
14 347 (7.43%) Configuration Management
15 333 (7.13%) Open Source
16 318 (6.81%) Continuous Delivery
17 302 (6.46%) Machine Learning
18 281 (6.01%) Digital Marketing
19 267 (5.71%) OO
19 267 (5.71%) Web Development
Programming Languages
1 1,199 (25.66%) Python
2 1,066 (22.82%) Java
3 905 (19.37%) JavaScript
4 859 (18.39%) SQL
5 803 (17.19%) C#
6 416 (8.90%) Ruby
7 300 (6.42%) PHP
8 287 (6.14%) Go
9 250 (5.35%) Bash Shell
10 219 (4.69%) PowerShell
11 196 (4.20%) Scala
12 183 (3.92%) C++
13 141 (3.02%) C
14 139 (2.98%) Java 8
15 131 (2.80%) T-SQL
16 118 (2.53%) Perl
17 111 (2.38%) R
18 91 (1.95%) TypeScript
19 79 (1.69%) Kotlin
20 75 (1.61%) F#
Qualifications
1 620 (13.27%) Degree
2 184 (3.94%) Computer Science Degree
3 94 (2.01%) Master's Degree
4 57 (1.22%) Security Cleared
5 53 (1.13%) PhD
6 46 (0.98%) AWS Certification
7 45 (0.96%) Cisco Certification
7 45 (0.96%) Microsoft Certification
8 37 (0.79%) Numerate Degree
9 33 (0.71%) SC Cleared
10 31 (0.66%) CCIE
10 31 (0.66%) CISSP
11 28 (0.60%) ISTQB
12 27 (0.58%) MCSA
12 27 (0.58%) MCSE
12 27 (0.58%) VMware Certified Professional (VCP)
13 25 (0.54%) CCNP
14 23 (0.49%) ISEB
15 21 (0.45%) CCNA
16 18 (0.39%) PMI Certification
Quality Assurance & Compliance
1 215 (4.60%) QA
2 60 (1.28%) SLA
3 50 (1.07%) GDPR
4 34 (0.73%) ISO/IEC 27001
5 25 (0.54%) PMO
6 21 (0.45%) PCI DSS
7 17 (0.36%) Data Quality
8 10 (0.21%) COBIT
9 8 (0.17%) Cyber Essentials
10 7 (0.15%) Actionable Recommendations
11 5 (0.11%) MiFID
12 4 (0.086%) Cyber Essentials PLUS
12 4 (0.086%) GxP
13 3 (0.064%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 3 (0.064%) Solvency II
13 3 (0.064%) WCAG
14 2 (0.043%) ISO/IEC 27005
14 2 (0.043%) Sarbanes-Oxley
15 1 (0.021%) PSD2
15 1 (0.021%) Section 508
System Software
1 867 (18.56%) Docker
2 280 (5.99%) Active Directory
3 156 (3.34%) VMware Infrastructure
4 81 (1.73%) Hyper-V
5 51 (1.09%) VirtualBox
6 36 (0.77%) vSphere
7 34 (0.73%) Virtual Machines
8 24 (0.51%) Xen
9 23 (0.49%) XenApp
10 21 (0.45%) Microsoft App-V
11 19 (0.41%) XenDesktop
12 17 (0.36%) Virtual Desktop
13 15 (0.32%) HDFS
14 14 (0.30%) XenServer
15 13 (0.28%) Terminal Services
16 10 (0.21%) iptables
16 10 (0.21%) KVM
17 9 (0.19%) Apache Flume
17 9 (0.19%) Apache ZooKeeper
17 9 (0.19%) Virtual Servers
Systems Management
1 668 (14.30%) Kubernetes
2 487 (10.42%) Ansible
3 428 (9.16%) Puppet
4 367 (7.86%) Opscode Chef
5 327 (7.00%) Terraform
6 126 (2.70%) Kibana
7 97 (2.08%) Salt
8 76 (1.63%) SCCM
9 68 (1.46%) Nagios
10 66 (1.41%) Prometheus
11 62 (1.33%) Packer
12 49 (1.05%) Docker Swarm
13 47 (1.01%) Graphite
14 46 (0.98%) ZABBIX
15 35 (0.75%) Grafana
16 34 (0.73%) Rancher
17 27 (0.58%) Backup Exec
17 27 (0.58%) HP Quality Center
18 25 (0.54%) Automic
19 24 (0.51%) HAProxy
Vendors
1 720 (15.41%) Microsoft
2 304 (6.51%) Twitter
3 276 (5.91%) Facebook
4 242 (5.18%) VMware
5 229 (4.90%) Adobe
6 221 (4.73%) IBM
7 201 (4.30%) Apple
8 199 (4.26%) Oracle
9 179 (3.83%) SAP
10 173 (3.70%) Tableau
11 157 (3.36%) Red Hat
12 148 (3.17%) Cisco
13 126 (2.70%) HP
14 113 (2.42%) Salesforce.com
15 75 (1.61%) Sony
16 73 (1.56%) Cloudera
17 71 (1.52%) Citrix
18 70 (1.50%) Splunk
18 70 (1.50%) Yahoo!
19 66 (1.41%) Rackspace