Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 801 717 789
Rank change year-on-year -84 +72 -63
Permanent jobs citing Graphite 44 124 121
As % of all permanent IT jobs advertised in London 0.059% 0.17% 0.14%
As % of the Systems Management category 0.59% 1.64% 1.54%
Number of salaries quoted 39 109 95
London median annual salary £70,000 £60,000 £57,500
Median salary % change year-on-year +16.67% +4.35% -6.50%
10th Percentile £34,950 £41,250 £45,000
90th Percentile £95,000 £75,500 £85,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.33%

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 7481 7556 7859
As % of all permanent IT jobs advertised in London 10.10% 10.17% 8.92%
Number of salaries quoted 6244 6468 6728
London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% +4.76%
10th Percentile £37,500 £36,250 £34,000
90th Percentile £90,000 £85,000 £80,000
England median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% +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 14 December 2017.

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 14 December 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
Central London +1 8 £78,750 +23.05% 1
West London - 3 £67,500 -
Graphite
England

For the 6 months to 14 December 2017, IT jobs citing Graphite 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 London region with a requirement for Graphite.

1 36 (81.82%) Linux
2 32 (72.73%) Python
3 30 (68.18%) Docker
4 28 (63.64%) DevOps
4 28 (63.64%) Amazon AWS
4 28 (63.64%) Puppet
5 27 (61.36%) Apache
6 25 (56.82%) Ruby
6 25 (56.82%) Bash Shell
7 23 (52.27%) Ansible
8 22 (50.00%) Git (software)
9 21 (47.73%) PostgreSQL
9 21 (47.73%) Unix
9 21 (47.73%) Configuration Management
10 20 (45.45%) Firewall
10 20 (45.45%) Agile Software Development
10 20 (45.45%) nginx
10 20 (45.45%) Jenkins
11 19 (43.18%) Opscode Chef
11 19 (43.18%) logstash
11 19 (43.18%) Apache Cassandra
11 19 (43.18%) Windows
12 18 (40.91%) Microsoft Azure
12 18 (40.91%) Atlassian Bamboo
12 18 (40.91%) Redis
13 17 (38.64%) Sensu
13 17 (38.64%) Continuous Integration
13 17 (38.64%) Kubernetes
14 16 (36.36%) LEMP Stack
14 16 (36.36%) MongoDB

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 27 (61.36%) Apache
2 20 (45.45%) nginx
3 16 (36.36%) Elasticsearch
4 14 (31.82%) OpenStack
5 11 (25.00%) Cloud Foundry
5 11 (25.00%) CloudStack
5 11 (25.00%) IIS
6 9 (20.45%) Apache Spark
7 8 (18.18%) Tomcat
8 2 (4.55%) CMS
8 2 (4.55%) Jetty
9 1 (2.27%) JBoss
Applications
1 4 (9.09%) Microsoft Excel
Cloud Services
1 28 (63.64%) Amazon AWS
2 18 (40.91%) Microsoft Azure
3 15 (34.09%) Google Cloud Platform
4 7 (15.91%) Amazon CloudWatch
5 6 (13.64%) CloudBees
6 4 (9.09%) Amazon EMR
7 3 (6.82%) Akamai
7 3 (6.82%) Fastly
7 3 (6.82%) IaaS
8 2 (4.55%) Amazon EC2
9 1 (2.27%) Amazon ELB
9 1 (2.27%) AWS CloudFormation
9 1 (2.27%) GitHub
9 1 (2.27%) IBM Cloud
9 1 (2.27%) Route 53
9 1 (2.27%) SoftLayer
Communications & Networking
1 20 (45.45%) Firewall
2 13 (29.55%) TCP/IP
3 12 (27.27%) VLAN
4 5 (11.36%) DNS
4 5 (11.36%) VPN
5 4 (9.09%) SSL
6 3 (6.82%) HTTP
7 1 (2.27%) Asterisk PBX
7 1 (2.27%) BGP
7 1 (2.27%) BIG-IP
7 1 (2.27%) Internet
7 1 (2.27%) IPsec
7 1 (2.27%) Junos
7 1 (2.27%) MPLS
7 1 (2.27%) Network Security
7 1 (2.27%) OpenVPN
7 1 (2.27%) OSPF
7 1 (2.27%) Reverse Proxy
7 1 (2.27%) RTP
7 1 (2.27%) SNMP
Database & Business Intelligence
1 21 (47.73%) PostgreSQL
2 19 (43.18%) Apache Cassandra
3 18 (40.91%) Redis
4 16 (36.36%) MongoDB
4 16 (36.36%) MySQL
5 15 (34.09%) Hadoop
6 11 (25.00%) MariaDB
7 6 (13.64%) Amazon DynamoDB
8 5 (11.36%) Amazon Redshift
8 5 (11.36%) Apache Hive
8 5 (11.36%) Big Data
8 5 (11.36%) Couchbase
9 4 (9.09%) Berkeley DB
9 4 (9.09%) OpenTSDB
9 4 (9.09%) Parquet
9 4 (9.09%) SQL Server
10 2 (4.55%) InfluxDB
10 2 (4.55%) NoSQL
11 1 (2.27%) Amazon RDS
Development Applications
1 22 (50.00%) Git (software)
2 20 (45.45%) Jenkins
3 18 (40.91%) Atlassian Bamboo
4 8 (18.18%) Selenium
5 7 (15.91%) Vagrant
6 6 (13.64%) ClearCase
6 6 (13.64%) GoCD
6 6 (13.64%) HP UFT
6 6 (13.64%) JIRA
6 6 (13.64%) Octopus Deploy
6 6 (13.64%) Subversion
6 6 (13.64%) Team Foundation Server
7 5 (11.36%) Maven
8 4 (9.09%) CircleCI
8 4 (9.09%) CruiseControl
8 4 (9.09%) GitLab
8 4 (9.09%) Hudson
8 4 (9.09%) TeamCity
9 3 (6.82%) AnthillPro
9 3 (6.82%) IBM UrbanCode
General
1 4 (9.09%) Finance
2 3 (6.82%) Publishing
3 1 (2.27%) Advertising
3 1 (2.27%) Banking
3 1 (2.27%) Front Office
3 1 (2.27%) Games
3 1 (2.27%) Investment Banking
3 1 (2.27%) Retail
Job Titles
1 18 (40.91%) DevOps Engineer
2 7 (15.91%) Developer
2 7 (15.91%) Software Engineer
3 6 (13.64%) Consultant
4 4 (9.09%) .NET Developer
4 4 (9.09%) AWS Developer
4 4 (9.09%) C# .NET Developer
4 4 (9.09%) C# Developer
4 4 (9.09%) DevOps Consultant
4 4 (9.09%) Scala Developer
4 4 (9.09%) Senior .NET Developer
4 4 (9.09%) Senior C# .NET Developer
4 4 (9.09%) Senior C# Developer
4 4 (9.09%) Senior Developer
4 4 (9.09%) Senior Scala Developer
5 3 (6.82%) F# Developer
5 3 (6.82%) Infrastructure Engineer
5 3 (6.82%) Linux DevOps Engineer
5 3 (6.82%) Linux/Unix DevOps
5 3 (6.82%) Senior Ruby Developer
Libraries, Frameworks & Software Standards
1 17 (38.64%) Sensu
2 16 (36.36%) LAMP
2 16 (36.36%) LEMP Stack
3 15 (34.09%) LAPP Stack
4 11 (25.00%) Elastic Stack
4 11 (25.00%) React
5 10 (22.73%) AngularJS
5 10 (22.73%) Kafka
6 8 (18.18%) Protocol Buffers
7 7 (15.91%) RabbitMQ
8 5 (11.36%) .NET
8 5 (11.36%) Angular 2
8 5 (11.36%) ZeroMQ
9 4 (9.09%) Apache Thrift
9 4 (9.09%) ASP.NET
9 4 (9.09%) ASP.NET Web API
9 4 (9.09%) JNI
9 4 (9.09%) PostGIS
9 4 (9.09%) REST
9 4 (9.09%) Samza
Miscellaneous
1 11 (25.00%) Private Cloud
2 10 (22.73%) Data Centre
3 9 (20.45%) Computer Science
4 5 (11.36%) Derivative
4 5 (11.36%) Fixed Income
5 4 (9.09%) Interest Rate Derivative
6 2 (4.55%) Linux Command Line
6 2 (4.55%) Xbox
7 1 (2.27%) Analytical Skills
7 1 (2.27%) Clustering
7 1 (2.27%) Distributed Denial-of-Service
7 1 (2.27%) Greenfield Project
7 1 (2.27%) Mobile App
Operating Systems
1 36 (81.82%) Linux
2 21 (47.73%) Unix
3 19 (43.18%) Windows
4 6 (13.64%) CoreOS
5 5 (11.36%) CentOS
6 4 (9.09%) openSUSE
6 4 (9.09%) Red Hat Enterprise Linux
6 4 (9.09%) SUSE
6 4 (9.09%) Ubuntu
7 3 (6.82%) Debian
8 2 (4.55%) FreeBSD
8 2 (4.55%) Mac OS
9 1 (2.27%) Solaris
Processes & Methodologies
1 28 (63.64%) DevOps
2 21 (47.73%) Configuration Management
3 20 (45.45%) Agile Software Development
4 17 (38.64%) Continuous Integration
5 10 (22.73%) E-Commerce
5 10 (22.73%) Software Engineering
6 9 (20.45%) Continuous Delivery
7 7 (15.91%) Mathematics
8 5 (11.36%) Analytics
8 5 (11.36%) Open Source
9 4 (9.09%) MVC
9 4 (9.09%) OOP
9 4 (9.09%) Risk Management
10 3 (6.82%) Capacity Planning
10 3 (6.82%) Release Automation
10 3 (6.82%) SDLC
10 3 (6.82%) Virtual Infrastructure
11 2 (4.55%) High Availability
11 2 (4.55%) Product Management
11 2 (4.55%) Release Management
Programming Languages
1 32 (72.73%) Python
2 25 (56.82%) Bash Shell
2 25 (56.82%) Ruby
3 14 (31.82%) Java
4 12 (27.27%) JavaScript
5 7 (15.91%) Scala
6 5 (11.36%) C#
7 4 (9.09%) C++
7 4 (9.09%) CoffeeScript
7 4 (9.09%) F#
7 4 (9.09%) PowerShell
7 4 (9.09%) SQL
7 4 (9.09%) VBA
8 3 (6.82%) Perl
9 2 (4.55%) ES6
9 2 (4.55%) Go
10 1 (2.27%) Groovy
10 1 (2.27%) PHP
Qualifications
1 12 (27.27%) Degree
2 5 (11.36%) Computer Science Degree
3 1 (2.27%) Master's Degree
3 1 (2.27%) RHCE
3 1 (2.27%) RHCSA
Quality Assurance & Compliance
1 8 (18.18%) GCP
2 1 (2.27%) SLA
System Software
1 30 (68.18%) Docker
2 14 (31.82%) Varnish
3 5 (11.36%) HDFS
4 4 (9.09%) Xen
5 3 (6.82%) VMware Infrastructure
6 2 (4.55%) Apache Flume
7 1 (2.27%) Apache ZooKeeper
7 1 (2.27%) Kamailio
7 1 (2.27%) Virtual Machines
Systems Management
1 28 (63.64%) Puppet
2 23 (52.27%) Ansible
3 19 (43.18%) logstash
3 19 (43.18%) Opscode Chef
4 17 (38.64%) Kubernetes
5 15 (34.09%) HAProxy
5 15 (34.09%) ZABBIX
6 13 (29.55%) Grafana
7 12 (27.27%) Graylog
7 12 (27.27%) Nagios
8 11 (25.00%) Terraform
9 6 (13.64%) Kibana
10 4 (9.09%) Mesos
10 4 (9.09%) Packer
11 3 (6.82%) CA Service Virtualization
12 2 (4.55%) collectd
12 2 (4.55%) Consul
12 2 (4.55%) Docker Swarm
12 2 (4.55%) OpenNMS
12 2 (4.55%) Opsview
Vendors
1 14 (31.82%) SaltStack
2 13 (29.55%) Google
3 8 (18.18%) New Relic
4 6 (13.64%) AppDynamics
4 6 (13.64%) Dynatrace
5 4 (9.09%) XebiaLabs
6 3 (6.82%) CA
6 3 (6.82%) IBM
6 3 (6.82%) VMware
7 2 (4.55%) Apple
7 2 (4.55%) Cisco
7 2 (4.55%) Meraki
8 1 (2.27%) Citrix
8 1 (2.27%) F5
8 1 (2.27%) Juniper
8 1 (2.27%) Microsoft
8 1 (2.27%) Rackspace
8 1 (2.27%) Red Hat