Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 895 1104 1250
Rank change year-on-year +209 +146 +39
Permanent jobs citing GCP 264 81 27
As % of all permanent IT jobs advertised in England 0.16% 0.045% 0.013%
As % of the Quality Assurance & Compliance category 1.23% 0.35% 0.10%
Number of salaries quoted 217 79 8
England median annual salary £65,000 £50,000 £56,000
Median salary % change year-on-year +30.00% -10.71% +64.71%
10th Percentile £45,000 £41,250 £32,100
90th Percentile £93,750 £72,500 £62,500
UK median annual salary £65,000 £51,250 £56,000
% change year-on-year +26.83% -8.48% +64.71%

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 21386 23302 26540
As % of all permanent IT jobs advertised in England 12.75% 13.00% 12.88%
Number of salaries quoted 16058 18558 21181
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £78,750 £77,500 £75,000
UK median annual salary £50,000 £49,000 £46,000
% change year-on-year +2.04% +6.52% +2.22%

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 18 November 2017.

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 18 November 2017. 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 +89 158 £72,500 +45.00% 8
North of England +48 42 £50,000 -4.76% 2
South East +61 34 £57,500 -6.12% 1
North West +10 30 £52,500 -
South West - 15 £65,000 - 1
North East - 11 £50,000 -
Midlands +36 10 £49,000 - 1
East Midlands +47 7 £49,000 - 1
East of England +15 5 £42,500 -32.00% 1
West Midlands - 3 £57,500 -
Yorkshire - 1 - - 2
GCP
UK

For the 6 months to 18 November 2017, IT jobs citing GCP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for GCP.

1 260 (98.48%) Google Cloud Platform
2 216 (81.82%) Amazon AWS
3 120 (45.45%) Python
4 115 (43.56%) DevOps
5 114 (43.18%) Docker
6 112 (42.42%) Microsoft Azure
6 112 (42.42%) Agile Software Development
7 95 (35.98%) Kubernetes
8 93 (35.23%) Linux
9 89 (33.71%) Puppet
10 85 (32.20%) Java
11 83 (31.44%) Jenkins
12 79 (29.92%) Google
13 73 (27.65%) Opscode Chef
14 67 (25.38%) Continuous Integration
15 64 (24.24%) Ansible
16 60 (22.73%) NoSQL
17 59 (22.35%) Ruby
18 57 (21.59%) Software Engineering
18 57 (21.59%) SQL
19 55 (20.83%) Microservices
20 53 (20.08%) JavaScript
21 50 (18.94%) Business Intelligence
21 50 (18.94%) Configuration Management
22 49 (18.56%) MySQL
23 47 (17.80%) Finance
23 47 (17.80%) Big Data
24 40 (15.15%) Bash Shell
25 39 (14.77%) Go
25 39 (14.77%) Web Services

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 37 (14.02%) Elasticsearch
2 22 (8.33%) Apache
3 21 (7.95%) OpenStack
4 20 (7.58%) IIS
5 15 (5.68%) Cloud Foundry
5 15 (5.68%) CloudStack
6 14 (5.30%) Apache Solr
6 14 (5.30%) nginx
7 7 (2.65%) Apache Spark
8 6 (2.27%) CMS
9 5 (1.89%) EPiServer
9 5 (1.89%) SAS
9 5 (1.89%) Sitecore CMS
10 3 (1.14%) Confluence
11 1 (0.38%) Apache Airflow
11 1 (0.38%) Apache Pig
11 1 (0.38%) Ethereum
11 1 (0.38%) Exchange Server 2007
11 1 (0.38%) Exchange Server 2010
11 1 (0.38%) Hyperledger
Applications
1 4 (1.52%) Microsoft Office
Cloud Services
1 260 (98.48%) Google Cloud Platform
2 216 (81.82%) Amazon AWS
3 112 (42.42%) Microsoft Azure
4 35 (13.26%) GitHub
5 17 (6.44%) AWS CloudFormation
5 17 (6.44%) PaaS
6 16 (6.06%) IaaS
7 14 (5.30%) SaaS
8 13 (4.92%) Cloud Computing
9 12 (4.55%) Google App Engine
10 6 (2.27%) IBM Cloud
11 5 (1.89%) Amazon CloudWatch
12 3 (1.14%) Serverless
13 2 (0.76%) Amazon EMR
13 2 (0.76%) Bluemix
13 2 (0.76%) Trello
14 1 (0.38%) CloudBees
14 1 (0.38%) Cortana Intelligence Suite
14 1 (0.38%) Fastly
Communications & Networking
1 21 (7.95%) TCP/IP
2 15 (5.68%) Firewall
3 12 (4.55%) VLAN
4 7 (2.65%) DNS
4 7 (2.65%) Internet
5 4 (1.52%) Network Security
6 2 (0.76%) HTTP
7 1 (0.38%) BGP
7 1 (0.38%) DHCP
7 1 (0.38%) Kerberos
7 1 (0.38%) OSPF
7 1 (0.38%) SSL
Database & Business Intelligence
1 60 (22.73%) NoSQL
2 49 (18.56%) MySQL
3 47 (17.80%) Big Data
4 29 (10.98%) MongoDB
5 27 (10.23%) Hadoop
6 26 (9.85%) Data Warehouse
7 24 (9.09%) Apache Cassandra
7 24 (9.09%) PostgreSQL
8 21 (7.95%) Redis
9 20 (7.58%) Relational Database
10 17 (6.44%) MariaDB
11 12 (4.55%) BigQuery
12 9 (3.41%) Bigtable
12 9 (3.41%) SQL Server
13 6 (2.27%) InfluxDB
14 5 (1.89%) Apache Hive
14 5 (1.89%) Blockchain
14 5 (1.89%) Flink
15 3 (1.14%) HBase
16 2 (0.76%) CouchDB
Development Applications
1 83 (31.44%) Jenkins
2 31 (11.74%) Git (software)
3 19 (7.20%) Atlassian Bamboo
3 19 (7.20%) Vagrant
4 18 (6.82%) Talend Open Studio
5 13 (4.92%) PHPUnit
6 12 (4.55%) Codeception
6 12 (4.55%) GitLab
7 11 (4.17%) Artifactory
7 11 (4.17%) Maven
8 10 (3.79%) Subversion
8 10 (3.79%) TeamCity
9 6 (2.27%) Octopus Deploy
10 5 (1.89%) Psake
10 5 (1.89%) Team Foundation Server
10 5 (1.89%) Visual Studio Team System
11 3 (1.14%) git-flow
11 3 (1.14%) JIRA
11 3 (1.14%) Selenium
12 2 (0.76%) Xcode
General
1 47 (17.80%) Finance
2 27 (10.23%) Marketing
3 19 (7.20%) Electronics
3 19 (7.20%) Manufacturing
3 19 (7.20%) Telecoms
4 12 (4.55%) Retail
5 11 (4.17%) Games
5 11 (4.17%) Publishing
6 9 (3.41%) Advertising
7 4 (1.52%) Pharmaceutical
8 3 (1.14%) Automotive
9 2 (0.76%) Financial Institution
9 2 (0.76%) Law
10 1 (0.38%) Legal
Job Titles
1 63 (23.86%) Architect
2 60 (22.73%) Developer
3 58 (21.97%) DevOps Engineer
4 27 (10.23%) Data Architect
5 23 (8.71%) Cloud Engineer
6 21 (7.95%) Senior Architect
7 16 (6.06%) Cloud Architect
7 16 (6.06%) Consultant
7 16 (6.06%) PHP Developer
7 16 (6.06%) Senior Data Architect
8 14 (5.30%) AWS Architect
8 14 (5.30%) Solutions Architect
9 13 (4.92%) Senior Cloud Engineer
10 12 (4.55%) Senior Developer
11 11 (4.17%) Build Engineer
11 11 (4.17%) Infrastructure Engineer
11 11 (4.17%) Java Developer
11 11 (4.17%) WebOps Engineer
12 10 (3.79%) DevOps Consultant
12 10 (3.79%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 39 (14.77%) Web Services
2 31 (11.74%) LAMP
3 25 (9.47%) AngularJS
4 23 (8.71%) LEMP Stack
4 23 (8.71%) Node.js
5 20 (7.58%) CSS
5 20 (7.58%) HTML
6 18 (6.82%) HTML5
7 17 (6.44%) RESTful
8 16 (6.06%) REST
9 15 (5.68%) LAPP Stack
9 15 (5.68%) React
10 13 (4.92%) Sass
11 12 (4.55%) Ext JS
11 12 (4.55%) jQuery
11 12 (4.55%) Twitter Bootstrap
12 11 (4.17%) Ruby on Rails
12 11 (4.17%) Spring
13 9 (3.41%) Hibernate
13 9 (3.41%) OpenVZ
Miscellaneous
1 27 (10.23%) Public Cloud
2 23 (8.71%) Computer Science
3 21 (7.95%) Data Centre
4 14 (5.30%) Fintech
4 14 (5.30%) Private Cloud
5 12 (4.55%) Blog
5 12 (4.55%) Greenfield Project
6 10 (3.79%) Data Structures
7 9 (3.41%) HoloLens
7 9 (3.41%) HTC Vive
7 9 (3.41%) Oculus Rift
8 8 (3.03%) Analytical Skills
8 8 (3.03%) User Experience
9 7 (2.65%) Digital Media
9 7 (2.65%) Linux Command Line
9 7 (2.65%) Replication
10 6 (2.27%) Algorithms
10 6 (2.27%) Cloud Native
10 6 (2.27%) Enterprise Software
11 5 (1.89%) Virtual Team
Operating Systems
1 93 (35.23%) Linux
2 35 (13.26%) Windows
3 34 (12.88%) Unix
4 8 (3.03%) Windows Server
5 6 (2.27%) Ubuntu
6 5 (1.89%) CentOS
7 4 (1.52%) Mac OS X
8 3 (1.14%) Red Hat Enterprise Linux
8 3 (1.14%) Windows Server 2012
9 2 (0.76%) Fedora
9 2 (0.76%) FreeBSD
10 1 (0.38%) Android
10 1 (0.38%) DC/OS
10 1 (0.38%) Windows Server 2008
Processes & Methodologies
1 115 (43.56%) DevOps
2 112 (42.42%) Agile Software Development
3 67 (25.38%) Continuous Integration
4 57 (21.59%) Software Engineering
5 55 (20.83%) Microservices
6 50 (18.94%) Business Intelligence
6 50 (18.94%) Configuration Management
7 32 (12.12%) Analytics
8 31 (11.74%) TDD
9 29 (10.98%) SDLC
10 24 (9.09%) Data Architecture
10 24 (9.09%) Mentoring
10 24 (9.09%) Web Development
11 20 (7.58%) Digital Marketing
11 20 (7.58%) ETL
12 19 (7.20%) Programme Management
13 18 (6.82%) Data Modelling
13 18 (6.82%) Data Security
14 17 (6.44%) E-Commerce
14 17 (6.44%) SOA
Programming Languages
1 120 (45.45%) Python
2 85 (32.20%) Java
3 59 (22.35%) Ruby
4 57 (21.59%) SQL
5 53 (20.08%) JavaScript
6 40 (15.15%) Bash Shell
7 39 (14.77%) Go
8 33 (12.50%) Scala
9 31 (11.74%) PHP
10 11 (4.17%) PowerShell
11 10 (3.79%) Perl
12 8 (3.03%) C++
13 5 (1.89%) C
13 5 (1.89%) Clojure
13 5 (1.89%) Groovy
14 2 (0.76%) Apple Swift
14 2 (0.76%) C#
14 2 (0.76%) Haskell
14 2 (0.76%) Kotlin
14 2 (0.76%) R
Qualifications
1 18 (6.82%) Degree
2 6 (2.27%) AWS Certification
3 4 (1.52%) CISSP
3 4 (1.52%) Computer Science Degree
4 2 (0.76%) CISM
5 1 (0.38%) CCNA
5 1 (0.38%) CCNP
5 1 (0.38%) Cisco Certification
Quality Assurance & Compliance
1 12 (4.55%) GDPR
2 8 (3.03%) QA
3 6 (2.27%) Data Quality
4 4 (1.52%) COBIT
4 4 (1.52%) GLP
4 4 (1.52%) GMP
4 4 (1.52%) GxP
4 4 (1.52%) ISO/IEC 27001
5 1 (0.38%) HL7
System Software
1 114 (43.18%) Docker
2 14 (5.30%) Varnish
3 10 (3.79%) Active Directory
4 9 (3.41%) KVM
5 5 (1.89%) VMware Infrastructure
6 3 (1.14%) HDFS
7 2 (0.76%) OpenAM
8 1 (0.38%) Apache Flume
8 1 (0.38%) Apache ZooKeeper
8 1 (0.38%) LXC
8 1 (0.38%) Virtual Desktop
8 1 (0.38%) Virtual Machines
8 1 (0.38%) XenDesktop
8 1 (0.38%) XenServer
Systems Management
1 95 (35.98%) Kubernetes
2 89 (33.71%) Puppet
3 73 (27.65%) Opscode Chef
4 64 (24.24%) Ansible
5 22 (8.33%) Terraform
6 14 (5.30%) HAProxy
7 13 (4.92%) Nagios
8 12 (4.55%) Capistrano
8 12 (4.55%) Packer
9 7 (2.65%) Graphite
9 7 (2.65%) Graylog
9 7 (2.65%) logstash
9 7 (2.65%) ZABBIX
10 6 (2.27%) SCOM
11 5 (1.89%) Marathon
12 4 (1.52%) Salt
13 3 (1.14%) Docker Swarm
13 3 (1.14%) Oozie
14 1 (0.38%) linkerd
14 1 (0.38%) Prometheus
Vendors
1 79 (29.92%) Google
2 22 (8.33%) SAP
3 19 (7.20%) SaltStack
4 18 (6.82%) Talend
5 11 (4.17%) Microsoft
6 10 (3.79%) Adobe
7 9 (3.41%) VMware
8 7 (2.65%) Atlassian
9 6 (2.27%) Red Hat
10 5 (1.89%) Sitecore
11 4 (1.52%) HP
11 4 (1.52%) IBM
11 4 (1.52%) Informatica
11 4 (1.52%) XebiaLabs
12 3 (1.14%) Cloudera
12 3 (1.14%) Hortonworks
12 3 (1.14%) MapR
12 3 (1.14%) New Relic
12 3 (1.14%) Oracle
13 2 (0.76%) Tableau