Period
to 27 May 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Graphite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Graphite over the 6 months to 27 May 2018 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 764 691 811
Rank change year-on-year -73 +120 -27
Permanent jobs citing Graphite 64 132 90
As % of all permanent IT jobs advertised in London 0.092% 0.19% 0.11%
As % of the Systems Management category 0.82% 1.84% 1.12%
Number of salaries quoted 31 120 69
London median annual salary £62,500 £55,000 £67,500
Median salary % change year-on-year +13.64% -18.52% +12.50%
10th Percentile £46,250 £33,750 £48,000
90th Percentile £90,000 £86,625 £95,000
England median annual salary £55,000 £52,500 £57,500
% change year-on-year +4.76% -8.70% -

Graphite is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 7,837 7,185 8,069
As % of all permanent IT jobs advertised in London 11.31% 10.44% 9.81%
Number of salaries quoted 6,495 5,975 6,906
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £40,000 £36,250 £35,000
90th Percentile £92,500 £87,500 £82,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Graphite
Job Vacancy Trend in London

Job postings citing Graphite as a percentage of all IT jobs advertised in London.

Job vacancy trend for Graphite in London

Graphite
Salary Trend in London

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

Salary trend for Graphite in London

Graphite
Salary Histogram in London

The salary distribution of IT jobs citing Graphite in London over the 6 months to 27 May 2018.

Salary histogram for Graphite in London

Graphite
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the London region over the 6 months to 27 May 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
Central London -3 12 £55,000 -8.33% 5
Graphite
England

For the 6 months to 27 May 2018, IT jobs citing Graphite 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 London region with a requirement for Graphite.

1 59 (92.19%) Amazon AWS
2 55 (85.94%) Python
3 50 (78.13%) Ansible
4 46 (71.88%) Continuous Integration
5 44 (68.75%) Linux
5 44 (68.75%) DevOps
6 43 (67.19%) Docker
7 42 (65.63%) Bash Shell
8 41 (64.06%) Puppet
9 40 (62.50%) Jenkins
9 40 (62.50%) Opscode Chef
10 38 (59.38%) Continuous Delivery
11 37 (57.81%) Microsoft Azure
12 36 (56.25%) Atlassian Bamboo
12 36 (56.25%) Nagios
13 32 (50.00%) Git (software)
13 32 (50.00%) Vagrant
14 30 (46.88%) Google Cloud Platform
14 30 (46.88%) PowerShell
14 30 (46.88%) Unix
15 27 (42.19%) Windows
16 26 (40.63%) Configuration Management
16 26 (40.63%) Agile Software Development
16 26 (40.63%) Google
17 24 (37.50%) Subversion
17 24 (37.50%) Selenium
17 24 (37.50%) SDLC
18 23 (35.94%) Travis CI
18 23 (35.94%) GoCD
18 23 (35.94%) AppDynamics

Graphite
Co-occurring IT Skills in London 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 14 (21.88%) Elasticsearch
2 7 (10.94%) Apache
3 5 (7.81%) OpenStack
4 4 (6.25%) Cloud Foundry
4 4 (6.25%) CloudStack
4 4 (6.25%) IIS
4 4 (6.25%) nginx
5 2 (3.13%) Apache Spark
6 1 (1.56%) CMS
6 1 (1.56%) Jetty
6 1 (1.56%) Tomcat
Cloud Services
1 59 (92.19%) Amazon AWS
2 37 (57.81%) Microsoft Azure
3 30 (46.88%) Google Cloud Platform
4 23 (35.94%) CloudBees
5 14 (21.88%) AWS CloudFormation
5 14 (21.88%) AWS Lambda
5 14 (21.88%) IaaS
5 14 (21.88%) Serverless
6 13 (20.31%) SaaS
7 10 (15.63%) Amazon CloudWatch
8 5 (7.81%) Amazon Kinesis
8 5 (7.81%) Fastly
8 5 (7.81%) GitHub
8 5 (7.81%) Heroku
9 3 (4.69%) Amazon EC2
9 3 (4.69%) Cloud Computing
9 3 (4.69%) PaaS
10 2 (3.13%) Amazon EMR
11 1 (1.56%) DigitalOcean
11 1 (1.56%) Linode
Communications & Networking
1 18 (28.13%) Firewall
2 9 (14.06%) VPN
3 7 (10.94%) TCP/IP
4 4 (6.25%) DNS
4 4 (6.25%) VLAN
5 3 (4.69%) DHCP
5 3 (4.69%) Software-Defined Networking
5 3 (4.69%) Wireless
6 1 (1.56%) AMQP
6 1 (1.56%) Ethernet
6 1 (1.56%) HTTP
6 1 (1.56%) Internet
6 1 (1.56%) SMTP
6 1 (1.56%) SNMP
Database & Business Intelligence
1 10 (15.63%) Redis
2 8 (12.50%) PostgreSQL
3 7 (10.94%) Amazon DynamoDB
4 6 (9.38%) Hadoop
5 5 (7.81%) Apache Cassandra
5 5 (7.81%) MongoDB
5 5 (7.81%) Neo4j
6 4 (6.25%) MariaDB
6 4 (6.25%) MySQL
7 2 (3.13%) Amazon Redshift
7 2 (3.13%) Big Data
7 2 (3.13%) Couchbase
7 2 (3.13%) OpenTSDB
7 2 (3.13%) Parquet
7 2 (3.13%) SQL Server
8 1 (1.56%) InfluxDB
Development Applications
1 40 (62.50%) Jenkins
2 36 (56.25%) Atlassian Bamboo
3 32 (50.00%) Git (software)
3 32 (50.00%) Vagrant
4 24 (37.50%) Selenium
4 24 (37.50%) Subversion
5 23 (35.94%) ClearCase
5 23 (35.94%) GoCD
5 23 (35.94%) HP UFT
5 23 (35.94%) JIRA
5 23 (35.94%) Octopus Deploy
5 23 (35.94%) Team Foundation Server
5 23 (35.94%) TeamCity
5 23 (35.94%) Travis CI
6 9 (14.06%) Hudson
7 6 (9.38%) webpack
8 5 (7.81%) CircleCI
9 2 (3.13%) Visual Studio
10 1 (1.56%) JUnit
10 1 (1.56%) Maven
General
1 4 (6.25%) Finance
2 1 (1.56%) Retail
Job Titles
1 23 (35.94%) Automation Consultant
1 23 (35.94%) Consultant
1 23 (35.94%) IT Consultant
2 16 (25.00%) DevOps Engineer
3 10 (15.63%) AWS Engineer
3 10 (15.63%) Cloud Engineer
3 10 (15.63%) Infrastructure Engineer
4 9 (14.06%) Developer
5 8 (12.50%) Linux Engineer
6 7 (10.94%) Cloud Infrastructure Engineer
7 5 (7.81%) Python Engineer
7 5 (7.81%) Senior Developer
8 4 (6.25%) Linux Infrastructure Engineer
9 3 (4.69%) AWS DevOps
9 3 (4.69%) AWS DevOps Engineer
9 3 (4.69%) Cisco Engineer
9 3 (4.69%) Cisco Network Engineer
9 3 (4.69%) Linux/Unix DevOps
9 3 (4.69%) Network Engineer
9 3 (4.69%) Senior DevOps
Libraries, Frameworks & Software Standards
1 6 (9.38%) .NET
1 6 (9.38%) HTML
1 6 (9.38%) Node.js
1 6 (9.38%) REST
2 5 (7.81%) CSS
2 5 (7.81%) GraphQL
2 5 (7.81%) Handlebars
2 5 (7.81%) LAPP Stack
2 5 (7.81%) Sass
2 5 (7.81%) VCL
3 4 (6.25%) Elastic Stack
3 4 (6.25%) LAMP
3 4 (6.25%) LEMP Stack
3 4 (6.25%) Preactjs
3 4 (6.25%) RabbitMQ
3 4 (6.25%) React
3 4 (6.25%) Sensu
4 3 (4.69%) AngularJS
4 3 (4.69%) ASP.NET
4 3 (4.69%) ASP.NET Web API
Miscellaneous
1 9 (14.06%) Distributed Denial-of-Service
2 6 (9.38%) User Experience
3 4 (6.25%) Data Centre
3 4 (6.25%) Private Cloud
4 1 (1.56%) Analytical Skills
4 1 (1.56%) Computer Science
4 1 (1.56%) Fintech
4 1 (1.56%) Virtual Team
4 1 (1.56%) Wiki
4 1 (1.56%) Xbox
Operating Systems
1 44 (68.75%) Linux
2 30 (46.88%) Unix
3 27 (42.19%) Windows
4 23 (35.94%) CoreOS
5 5 (7.81%) Android
5 5 (7.81%) Apple iOS
6 1 (1.56%) CentOS
6 1 (1.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 46 (71.88%) Continuous Integration
2 44 (68.75%) DevOps
3 38 (59.38%) Continuous Delivery
4 26 (40.63%) Agile Software Development
4 26 (40.63%) Configuration Management
5 24 (37.50%) SDLC
6 23 (35.94%) Process Improvement
7 11 (17.19%) Open Source
8 10 (15.63%) High Availability
8 10 (15.63%) Microservices
9 9 (14.06%) Decision-Making
9 9 (14.06%) Load Balancing
9 9 (14.06%) SIEM
10 7 (10.94%) Test Automation
11 6 (9.38%) Continuous Deployment
11 6 (9.38%) Infrastructure Management
11 6 (9.38%) TDD
12 5 (7.81%) IT Strategy
12 5 (7.81%) Mentoring
12 5 (7.81%) Web Development
Programming Languages
1 55 (85.94%) Python
2 42 (65.63%) Bash Shell
3 30 (46.88%) PowerShell
4 20 (31.25%) Ruby
5 15 (23.44%) Java
6 13 (20.31%) Go
7 11 (17.19%) JavaScript
8 4 (6.25%) C#
9 3 (4.69%) F#
9 3 (4.69%) Perl
9 3 (4.69%) Scala
9 3 (4.69%) Shell Script
9 3 (4.69%) SQL
10 2 (3.13%) CoffeeScript
10 2 (3.13%) Java 8
11 1 (1.56%) AWK
11 1 (1.56%) C++
11 1 (1.56%) ES6
11 1 (1.56%) PL/SQL
Qualifications
1 4 (6.25%) AWS Certification
1 4 (6.25%) RHCE
1 4 (6.25%) RHCSA
2 2 (3.13%) Degree
3 1 (1.56%) Computer Science Degree
Quality Assurance & Compliance
1 4 (6.25%) GCP
1 4 (6.25%) QA
System Software
1 43 (67.19%) Docker
2 4 (6.25%) Varnish
3 2 (3.13%) HDFS
4 1 (1.56%) Apache Flume
4 1 (1.56%) NFS
4 1 (1.56%) VMware Workstation
4 1 (1.56%) Xen
Systems Management
1 50 (78.13%) Ansible
2 41 (64.06%) Puppet
3 40 (62.50%) Opscode Chef
4 36 (56.25%) Nagios
5 23 (35.94%) Automic
6 21 (32.81%) Grafana
7 16 (25.00%) ZABBIX
8 13 (20.31%) Kubernetes
9 11 (17.19%) Salt
9 11 (17.19%) Terraform
10 9 (14.06%) Consul
10 9 (14.06%) Docker Swarm
10 9 (14.06%) Opsview
10 9 (14.06%) Packer
11 7 (10.94%) logstash
12 5 (7.81%) Graylog
13 4 (6.25%) HAProxy
14 3 (4.69%) Kibana
15 2 (3.13%) collectd
15 2 (3.13%) Mesos
Vendors
1 26 (40.63%) Google
2 23 (35.94%) AppDynamics
2 23 (35.94%) XebiaLabs
3 14 (21.88%) Splunk
4 5 (7.81%) Microsoft
4 5 (7.81%) Red Hat
5 4 (6.25%) SaltStack
6 3 (4.69%) CheckPoint
6 3 (4.69%) Cisco
6 3 (4.69%) SolarWinds
7 1 (1.56%) Capita
7 1 (1.56%) Dell
7 1 (1.56%) Dynatrace
7 1 (1.56%) HP
7 1 (1.56%) New Relic
7 1 (1.56%) VMware