Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 6 months to 17 June 2018 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
UK > England
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 618 1056 1224
Rank change year-on-year +438 +168 +51
Permanent jobs citing GCP 598 87 30
As % of all permanent IT jobs advertised in England 0.37% 0.054% 0.016%
As % of the Quality Assurance & Compliance category 2.80% 0.44% 0.12%
Number of salaries quoted 459 70 26
England median annual salary £62,500 £70,000 £47,500
Median salary % change year-on-year -10.71% +47.37% -5.00%
10th Percentile £41,250 £46,125 £37,500
90th Percentile £90,000 £110,000 £58,125
UK median annual salary £62,500 £66,250 £47,500
% change year-on-year -5.66% +39.47% -5.00%

GCP is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
England
Permanent vacancies with a requirement for quality assurance or compliance skills 21,380 19,644 24,890
As % of all permanent IT jobs advertised in England 13.29% 12.14% 13.18%
Number of salaries quoted 16,471 15,283 19,904
England median annual salary £50,000 £47,500 £48,500
Median salary % change year-on-year +5.26% -2.06% +7.78%
10th Percentile £28,500 £26,750 £26,750
90th Percentile £80,000 £77,500 £76,250
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

GCP
Job Vacancy Trend in England

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

Job vacancy trend for GCP in England

GCP
Salary Trend in England

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

Salary trend for GCP in England

GCP
Salary Histogram in England

The salary distribution of IT jobs citing GCP in England over the 6 months to 17 June 2018.

Salary histogram for GCP in England

GCP
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the England region over the 6 months to 17 June 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 +283 389 £70,000 - 71
North of England +78 82 £55,000 -15.38% 20
North West +72 71 £55,000 -15.38% 15
Midlands +44 46 £51,250 - 4
South East - 41 £50,000 - 12
East Midlands +37 36 £47,500 - 2
East of England +27 29 £55,000 +29.41% 6
West Midlands - 10 £60,000 - 2
Yorkshire - 9 £52,500 - 3
South West 0 8 £50,000 -16.67% 5
North East - 2 £40,000 - 2
GCP
UK

For the 6 months to 17 June 2018, IT jobs citing GCP 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 GCP.

1 589 (98.49%) Google Cloud Platform
2 541 (90.47%) Amazon AWS
3 398 (66.56%) Microsoft Azure
4 384 (64.21%) DevOps
5 317 (53.01%) Agile Software Development
6 301 (50.33%) Docker
7 248 (41.47%) Python
8 236 (39.46%) Jenkins
9 232 (38.80%) Ansible
10 220 (36.79%) Linux
11 210 (35.12%) Kubernetes
12 207 (34.62%) Puppet
13 199 (33.28%) Opscode Chef
14 183 (30.60%) Google
15 171 (28.60%) Terraform
16 162 (27.09%) Microservices
16 162 (27.09%) Continuous Integration
17 143 (23.91%) Java
18 117 (19.57%) JavaScript
19 105 (17.56%) Configuration Management
20 103 (17.22%) Bash Shell
20 103 (17.22%) Git (software)
21 91 (15.22%) Software Engineering
22 84 (14.05%) Go
23 81 (13.55%) Scrum
24 80 (13.38%) Open Source
25 79 (13.21%) Ruby
26 78 (13.04%) Finance
26 78 (13.04%) Windows
27 77 (12.88%) NoSQL

GCP
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 48 (8.03%) Elasticsearch
2 36 (6.02%) Apache Spark
3 24 (4.01%) Apache
4 20 (3.34%) Cloud Foundry
5 16 (2.68%) Ethereum
6 15 (2.51%) Tomcat
7 14 (2.34%) OpenStack
8 13 (2.17%) WebLogic
8 13 (2.17%) WebSphere
9 12 (2.01%) nginx
10 10 (1.67%) Mule
10 10 (1.67%) Mule ESB
11 8 (1.34%) Oracle SOA Suite
12 7 (1.17%) CMS
12 7 (1.17%) IIS
13 6 (1.00%) CloudStack
14 5 (0.84%) Oracle Application Server
15 4 (0.67%) Adobe Experience Manager
15 4 (0.67%) JBoss
15 4 (0.67%) Oracle Workflow
Applications
1 1 (0.17%) Microsoft Office
Business Applications
1 1 (0.17%) Dynamics AX
1 1 (0.17%) Dynamics CRM
1 1 (0.17%) Dynamics NAV
Cloud Services
1 589 (98.49%) Google Cloud Platform
2 541 (90.47%) Amazon AWS
3 398 (66.56%) Microsoft Azure
4 68 (11.37%) IaaS
4 68 (11.37%) PaaS
5 65 (10.87%) AWS CloudFormation
6 56 (9.36%) SaaS
7 53 (8.86%) Serverless
8 30 (5.02%) Cloud Computing
9 18 (3.01%) OpenShift
10 12 (2.01%) Bluemix
10 12 (2.01%) GitHub
10 12 (2.01%) IBM Cloud
11 11 (1.84%) Trello
12 10 (1.67%) Boomi
13 7 (1.17%) G Suite
14 6 (1.00%) Amazon EMR
14 6 (1.00%) Datadog
15 5 (0.84%) Amazon Kinesis
16 4 (0.67%) Sumo Logic
Communications & Networking
1 34 (5.69%) TCP/IP
2 31 (5.18%) DNS
3 18 (3.01%) Internet
4 16 (2.68%) HTTP
5 9 (1.51%) Firewall
6 8 (1.34%) Kerberos
6 8 (1.34%) Network Security
7 6 (1.00%) SMS
8 5 (0.84%) DHCP
9 4 (0.67%) IPv6
9 4 (0.67%) LAN
9 4 (0.67%) VLAN
10 3 (0.50%) VPN
11 2 (0.33%) BGP
11 2 (0.33%) OSPF
12 1 (0.17%) EIGRP
12 1 (0.17%) Intrusion Detection
Database & Business Intelligence
1 77 (12.88%) NoSQL
2 61 (10.20%) MongoDB
3 58 (9.70%) MySQL
4 56 (9.36%) PostgreSQL
5 47 (7.86%) Big Data
6 40 (6.69%) SQL Server
7 39 (6.52%) Hadoop
8 36 (6.02%) Relational Database
9 33 (5.52%) Apache Cassandra
10 27 (4.52%) Redis
11 25 (4.18%) Blockchain
12 15 (2.51%) RDBMS
13 12 (2.01%) Amazon DynamoDB
13 12 (2.01%) Impala
14 11 (1.84%) Sqoop
15 9 (1.51%) CouchDB
15 9 (1.51%) MariaDB
16 8 (1.34%) Data Warehouse
17 7 (1.17%) InfluxDB
18 6 (1.00%) Neo4j
Development Applications
1 236 (39.46%) Jenkins
2 103 (17.22%) Git (software)
3 68 (11.37%) JIRA
4 63 (10.54%) Atlassian Bamboo
5 42 (7.02%) Octopus Deploy
6 39 (6.52%) Subversion
7 36 (6.02%) GoCD
8 33 (5.52%) Team Foundation Server
9 29 (4.85%) IBM UrbanCode
10 27 (4.52%) TeamCity
11 25 (4.18%) Vagrant
12 19 (3.18%) Maven
13 13 (2.17%) GitLab
14 11 (1.84%) Bitbucket
14 11 (1.84%) Grunt
14 11 (1.84%) gulp
15 10 (1.67%) CircleCI
15 10 (1.67%) git-flow
16 9 (1.51%) Gradle
16 9 (1.51%) Selenium
General
1 78 (13.04%) Finance
2 49 (8.19%) Retail
3 39 (6.52%) Marketing
4 21 (3.51%) Games
5 18 (3.01%) Telecoms
6 16 (2.68%) Electronics
6 16 (2.68%) Manufacturing
7 13 (2.17%) Law
8 12 (2.01%) Banking
9 11 (1.84%) Multimedia
10 6 (1.00%) Advertising
11 4 (0.67%) Billing
11 4 (0.67%) Investment Banking
12 2 (0.33%) Legal
12 2 (0.33%) Online Betting
12 2 (0.33%) Pharmaceutical
13 1 (0.17%) Publishing
Job Titles
1 126 (21.07%) DevOps Engineer
2 105 (17.56%) Developer
3 97 (16.22%) Architect
4 91 (15.22%) Consultant
5 49 (8.19%) Cloud Engineer
6 48 (8.03%) Cloud Architect
7 46 (7.69%) AWS Architect
8 40 (6.69%) AWS Engineer
8 40 (6.69%) Solutions Architect
9 38 (6.35%) Senior DevOps
10 37 (6.19%) Senior DevOps Engineer
11 35 (5.85%) DevOps Consultant
12 27 (4.52%) AWS DevOps
12 27 (4.52%) Data Engineer
12 27 (4.52%) Principal Consultant
13 26 (4.35%) Principal Architect
13 26 (4.35%) Principal Solutions Architect
13 26 (4.35%) Solutions Consultant
13 26 (4.35%) Technical Consultant
14 25 (4.18%) Java Developer
Libraries, Frameworks & Software Standards
1 70 (11.71%) Web Services
2 61 (10.20%) Node.js
3 54 (9.03%) RESTful
4 53 (8.86%) AngularJS
5 51 (8.53%) React
6 43 (7.19%) .NET
7 42 (7.02%) HTML
8 39 (6.52%) REST
9 38 (6.35%) CSS
10 37 (6.19%) Elastic Stack
11 29 (4.85%) Spring
12 26 (4.35%) RabbitMQ
13 25 (4.18%) Kafka
14 20 (3.34%) SOAP
14 20 (3.34%) Spring Boot
15 17 (2.84%) ASP.NET
15 17 (2.84%) ASP.NET MVC
15 17 (2.84%) Backbone.js
16 15 (2.51%) Express
17 14 (2.34%) Sass
Miscellaneous
1 64 (10.70%) Public Cloud
2 54 (9.03%) Computer Science
3 40 (6.69%) Analytical Skills
4 34 (5.69%) Self-Motivation
5 30 (5.02%) Cloud Native
6 25 (4.18%) Blog
7 21 (3.51%) Hybrid Cloud
8 20 (3.34%) Fintech
9 18 (3.01%) Greenfield Project
10 17 (2.84%) Cyber Defence
10 17 (2.84%) Management Information System
11 16 (2.68%) Enterprise Software
12 14 (2.34%) Mobile App
13 12 (2.01%) Linux Command Line
14 11 (1.84%) User Experience
15 8 (1.34%) Private Cloud
16 5 (0.84%) Algorithms
17 4 (0.67%) Data Centre
17 4 (0.67%) Virtual Team
18 3 (0.50%) Internet of Things
Operating Systems
1 220 (36.79%) Linux
2 78 (13.04%) Windows
3 61 (10.20%) Unix
4 22 (3.68%) CentOS
5 12 (2.01%) Ubuntu
6 8 (1.34%) Debian
7 7 (1.17%) Red Hat Enterprise Linux
8 6 (1.00%) Android
8 6 (1.00%) Apple iOS
8 6 (1.00%) Windows Server
9 5 (0.84%) Mac OS
10 3 (0.50%) Mac OS X
11 1 (0.17%) Fedora
11 1 (0.17%) SUSE
Processes & Methodologies
1 384 (64.21%) DevOps
2 317 (53.01%) Agile Software Development
3 162 (27.09%) Continuous Integration
3 162 (27.09%) Microservices
4 105 (17.56%) Configuration Management
5 91 (15.22%) Software Engineering
6 81 (13.55%) Scrum
7 80 (13.38%) Open Source
8 68 (11.37%) TDD
9 57 (9.53%) Machine Learning
10 53 (8.86%) Artificial Intelligence
11 51 (8.53%) Test Automation
12 49 (8.19%) Penetration Testing
13 45 (7.53%) Continuous Delivery
14 40 (6.69%) Analytics
14 40 (6.69%) E-Commerce
14 40 (6.69%) Problem-Solving
15 38 (6.35%) Process Improvement
16 36 (6.02%) Cryptography
17 35 (5.85%) Target Operating Model
Programming Languages
1 248 (41.47%) Python
2 143 (23.91%) Java
3 117 (19.57%) JavaScript
4 103 (17.22%) Bash Shell
5 84 (14.05%) Go
6 79 (13.21%) Ruby
7 56 (9.36%) SQL
8 52 (8.70%) C#
9 40 (6.69%) Scala
10 28 (4.68%) C++
11 27 (4.52%) PHP
12 23 (3.85%) ES6
13 18 (3.01%) Perl
14 17 (2.84%) PowerShell
15 14 (2.34%) Solidity
16 12 (2.01%) Java 8
17 9 (1.51%) Shell Script
17 9 (1.51%) T-SQL
18 6 (1.00%) Clojure
18 6 (1.00%) Kotlin
Qualifications
1 58 (9.70%) AWS Certification
2 53 (8.86%) Degree
3 34 (5.69%) CISSP
4 33 (5.52%) SANS
5 31 (5.18%) CISM
5 31 (5.18%) CSSLP
6 13 (2.17%) Master's Degree
7 11 (1.84%) Computer Science Degree
8 7 (1.17%) PhD
9 4 (0.67%) PMI Certification
9 4 (0.67%) PMP
10 3 (0.50%) SAFe Agilist
11 1 (0.17%) CCNA
11 1 (0.17%) CCNP
11 1 (0.17%) Cisco Certification
Quality Assurance & Compliance
1 31 (5.18%) HIPAA
2 25 (4.18%) QA
3 9 (1.51%) ISO/IEC 27001
4 5 (0.84%) Data Quality
4 5 (0.84%) SLA
5 2 (0.33%) GDPR
5 2 (0.33%) PCI DSS
System Software
1 301 (50.33%) Docker
2 11 (1.84%) Apache Flume
3 9 (1.51%) VMware Infrastructure
4 5 (0.84%) VMware Server
5 4 (0.67%) HDFS
5 4 (0.67%) Varnish
5 4 (0.67%) XenServer
6 3 (0.50%) Active Directory
7 1 (0.17%) Virtual Machines
7 1 (0.17%) VirtualBox
7 1 (0.17%) vSphere
7 1 (0.17%) Xen
Systems Management
1 232 (38.80%) Ansible
2 210 (35.12%) Kubernetes
3 207 (34.62%) Puppet
4 199 (33.28%) Opscode Chef
5 171 (28.60%) Terraform
6 30 (5.02%) Consul
7 29 (4.85%) Rundeck
8 18 (3.01%) Prometheus
9 16 (2.68%) Grafana
10 15 (2.51%) Salt
11 13 (2.17%) Mesos
12 12 (2.01%) Packer
12 12 (2.01%) Rancher
13 11 (1.84%) Docker Swarm
13 11 (1.84%) Oozie
14 9 (1.51%) logstash
15 8 (1.34%) HAProxy
16 7 (1.17%) CFEngine
16 7 (1.17%) Kibana
17 6 (1.00%) Nagios
Vendors
1 183 (30.60%) Google
2 46 (7.69%) Microsoft
3 40 (6.69%) Oracle
4 38 (6.35%) Splunk
5 31 (5.18%) Veracode
6 29 (4.85%) Delphix
6 29 (4.85%) RedGate
6 29 (4.85%) ServiceNow
7 28 (4.68%) IBM
8 27 (4.52%) Red Hat
9 25 (4.18%) SAP
10 16 (2.68%) VMware
11 15 (2.51%) Cloudera
12 14 (2.34%) Atlassian
13 12 (2.01%) New Relic
14 11 (1.84%) Talend
14 11 (1.84%) WSO2
15 10 (1.67%) Dell
15 10 (1.67%) Rackspace
15 10 (1.67%) webMethods