Period
to 17 February 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 772 651 807
Rank change year-on-year -121 +156 -54
Permanent jobs citing Graphite 43 157 107
As % of all permanent IT jobs advertised in London 0.062% 0.22% 0.12%
As % of the Systems Management category 0.59% 2.21% 1.34%
Number of salaries quoted 32 143 81
London median annual salary £77,500 £55,000 £65,000
Median salary % change year-on-year +40.91% -15.38% +5.69%
10th Percentile £46,250 £33,750 £42,500
90th Percentile £93,750 £86,000 £85,000
England median annual salary £60,000 £55,000 £53,000
% change year-on-year +9.09% +3.77% -11.67%

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 7,277 7,114 7,972
As % of all permanent IT jobs advertised in London 10.44% 10.16% 9.29%
Number of salaries quoted 6,128 6,015 6,820
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 £35,850 £35,000
90th Percentile £90,000 £85,750 £81,250
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 17 February 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 17 February 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 -14 10 £87,500 +36.72% 2
West London - 1 £67,500 -
Graphite
England

For the 6 months to 17 February 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 36 (83.72%) Python
2 34 (79.07%) Amazon AWS
3 32 (74.42%) Docker
4 31 (72.09%) Linux
5 28 (65.12%) Ansible
5 28 (65.12%) DevOps
6 27 (62.79%) Bash Shell
6 27 (62.79%) Puppet
7 26 (60.47%) Continuous Integration
8 25 (58.14%) Jenkins
9 24 (55.81%) Opscode Chef
9 24 (55.81%) Git (software)
9 24 (55.81%) Ruby
10 22 (51.16%) Agile Software Development
10 22 (51.16%) Atlassian Bamboo
10 22 (51.16%) Microsoft Azure
11 20 (46.51%) Unix
11 20 (46.51%) Configuration Management
12 19 (44.19%) PostgreSQL
12 19 (44.19%) Windows
12 19 (44.19%) Elasticsearch
12 19 (44.19%) Google Cloud Platform
13 18 (41.86%) Apache
14 17 (39.53%) Firewall
15 16 (37.21%) Nagios
15 16 (37.21%) logstash
15 16 (37.21%) Redis
16 15 (34.88%) Hadoop
16 15 (34.88%) Continuous Delivery
16 15 (34.88%) ZABBIX

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 19 (44.19%) Elasticsearch
2 18 (41.86%) Apache
3 13 (30.23%) nginx
4 11 (25.58%) OpenStack
5 10 (23.26%) Cloud Foundry
5 10 (23.26%) CloudStack
5 10 (23.26%) IIS
6 6 (13.95%) Tomcat
7 5 (11.63%) Apache Spark
8 3 (6.98%) Jetty
9 2 (4.65%) CMS
Cloud Services
1 34 (79.07%) Amazon AWS
2 22 (51.16%) Microsoft Azure
3 19 (44.19%) Google Cloud Platform
4 9 (20.93%) CloudBees
5 5 (11.63%) Amazon CloudWatch
5 5 (11.63%) Amazon EMR
5 5 (11.63%) IaaS
6 4 (9.30%) AWS CloudFormation
6 4 (9.30%) SaaS
7 3 (6.98%) AWS Lambda
7 3 (6.98%) Serverless
8 2 (4.65%) Fastly
9 1 (2.33%) Akamai
9 1 (2.33%) Amazon Kinesis
9 1 (2.33%) Cloud Computing
9 1 (2.33%) GitHub
9 1 (2.33%) Heroku
9 1 (2.33%) IBM Cloud
9 1 (2.33%) PaaS
9 1 (2.33%) SoftLayer
Communications & Networking
1 17 (39.53%) Firewall
2 11 (25.58%) TCP/IP
3 10 (23.26%) VLAN
4 4 (9.30%) DNS
4 4 (9.30%) VPN
5 2 (4.65%) HTTP
5 2 (4.65%) Internet
6 1 (2.33%) Asterisk PBX
6 1 (2.33%) DHCP
6 1 (2.33%) Ethernet
6 1 (2.33%) Network Security
6 1 (2.33%) Reverse Proxy
6 1 (2.33%) RTP
6 1 (2.33%) SMTP
6 1 (2.33%) SNMP
6 1 (2.33%) Software-Defined Networking
6 1 (2.33%) SSL
6 1 (2.33%) Wireless
Database & Business Intelligence
1 19 (44.19%) PostgreSQL
2 16 (37.21%) Redis
3 15 (34.88%) Hadoop
4 13 (30.23%) Apache Cassandra
5 12 (27.91%) MongoDB
5 12 (27.91%) MySQL
6 10 (23.26%) MariaDB
7 7 (16.28%) Amazon DynamoDB
8 6 (13.95%) Amazon Redshift
8 6 (13.95%) Couchbase
9 5 (11.63%) Big Data
9 5 (11.63%) OpenTSDB
9 5 (11.63%) Parquet
9 5 (11.63%) SQL Server
10 2 (4.65%) InfluxDB
11 1 (2.33%) Neo4j
11 1 (2.33%) NoSQL
Development Applications
1 25 (58.14%) Jenkins
2 24 (55.81%) Git (software)
3 22 (51.16%) Atlassian Bamboo
4 12 (27.91%) Selenium
4 12 (27.91%) Vagrant
5 10 (23.26%) Subversion
6 9 (20.93%) ClearCase
6 9 (20.93%) GoCD
6 9 (20.93%) HP UFT
6 9 (20.93%) JIRA
6 9 (20.93%) Octopus Deploy
6 9 (20.93%) Team Foundation Server
6 9 (20.93%) TeamCity
6 9 (20.93%) Travis CI
7 4 (9.30%) webpack
8 3 (6.98%) Hudson
8 3 (6.98%) JUnit
8 3 (6.98%) Maven
8 3 (6.98%) Mockito
8 3 (6.98%) Visual Studio
General
1 2 (4.65%) Retail
2 1 (2.33%) Advertising
2 1 (2.33%) Finance
2 1 (2.33%) Publishing
Job Titles
1 16 (37.21%) DevOps Engineer
2 9 (20.93%) Automation Consultant
2 9 (20.93%) Consultant
2 9 (20.93%) IT Consultant
3 8 (18.60%) Developer
4 6 (13.95%) .NET Developer
5 5 (11.63%) AWS Developer
5 5 (11.63%) C# .NET Developer
5 5 (11.63%) C# Developer
5 5 (11.63%) Cloud Engineer
5 5 (11.63%) Scala Developer
5 5 (11.63%) Senior .NET Developer
5 5 (11.63%) Senior C# .NET Developer
5 5 (11.63%) Senior C# Developer
5 5 (11.63%) Senior Developer
5 5 (11.63%) Senior Scala Developer
6 4 (9.30%) Infrastructure Engineer
7 3 (6.98%) Linux Engineer
7 3 (6.98%) Ruby Developer
7 3 (6.98%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (27.91%) LAMP
1 12 (27.91%) LEMP Stack
1 12 (27.91%) Sensu
2 11 (25.58%) LAPP Stack
3 9 (20.93%) React
4 8 (18.60%) .NET
5 7 (16.28%) Elastic Stack
5 7 (16.28%) RabbitMQ
6 6 (13.95%) AngularJS
6 6 (13.95%) ASP.NET
6 6 (13.95%) ASP.NET Web API
6 6 (13.95%) Kafka
7 5 (11.63%) Apache Thrift
7 5 (11.63%) ASP.NET MVC
7 5 (11.63%) HTML
7 5 (11.63%) PostGIS
7 5 (11.63%) Protocol Buffers
7 5 (11.63%) Samza
8 3 (6.98%) HTML5
8 3 (6.98%) Play Framework
Miscellaneous
1 10 (23.26%) Data Centre
1 10 (23.26%) Private Cloud
2 4 (9.30%) Computer Science
3 3 (6.98%) Distributed Denial-of-Service
3 3 (6.98%) Xbox
4 1 (2.33%) Analytical Skills
4 1 (2.33%) User Experience
4 1 (2.33%) Wiki
Operating Systems
1 31 (72.09%) Linux
2 20 (46.51%) Unix
3 19 (44.19%) Windows
4 9 (20.93%) CoreOS
5 4 (9.30%) CentOS
6 1 (2.33%) Android
6 1 (2.33%) Apple iOS
6 1 (2.33%) Red Hat Enterprise Linux
6 1 (2.33%) Ubuntu
Processes & Methodologies
1 28 (65.12%) DevOps
2 26 (60.47%) Continuous Integration
3 22 (51.16%) Agile Software Development
4 20 (46.51%) Configuration Management
5 15 (34.88%) Continuous Delivery
6 10 (23.26%) SDLC
7 9 (20.93%) E-Commerce
7 9 (20.93%) Process Improvement
8 8 (18.60%) Open Source
9 5 (11.63%) High Availability
9 5 (11.63%) MVC
9 5 (11.63%) OOP
9 5 (11.63%) Software Engineering
10 3 (6.98%) Load Balancing
10 3 (6.98%) OO
10 3 (6.98%) SIEM
10 3 (6.98%) TDD
11 2 (4.65%) Performance Analysis
11 2 (4.65%) Performance Engineering
11 2 (4.65%) Performance Testing
Programming Languages
1 36 (83.72%) Python
2 27 (62.79%) Bash Shell
3 24 (55.81%) Ruby
4 13 (30.23%) Java
5 12 (27.91%) PowerShell
6 10 (23.26%) JavaScript
7 8 (18.60%) C#
7 8 (18.60%) Scala
8 6 (13.95%) F#
9 5 (11.63%) CoffeeScript
9 5 (11.63%) Go
9 5 (11.63%) SQL
10 3 (6.98%) ES6
11 1 (2.33%) AWK
11 1 (2.33%) C++
11 1 (2.33%) GraphQL
11 1 (2.33%) Perl
11 1 (2.33%) Shell Script
Qualifications
1 4 (9.30%) Computer Science Degree
1 4 (9.30%) Degree
2 1 (2.33%) Master's Degree
2 1 (2.33%) RHCE
2 1 (2.33%) RHCSA
Quality Assurance & Compliance
1 9 (20.93%) GCP
2 2 (4.65%) QA
System Software
1 32 (74.42%) Docker
2 11 (25.58%) Varnish
3 5 (11.63%) HDFS
4 3 (6.98%) Apache Flume
5 1 (2.33%) Apache ZooKeeper
5 1 (2.33%) Kamailio
5 1 (2.33%) NFS
5 1 (2.33%) Virtual Machines
5 1 (2.33%) VMware Infrastructure
5 1 (2.33%) Xen
Systems Management
1 28 (65.12%) Ansible
2 27 (62.79%) Puppet
3 24 (55.81%) Opscode Chef
4 16 (37.21%) logstash
4 16 (37.21%) Nagios
5 15 (34.88%) ZABBIX
6 14 (32.56%) Kubernetes
7 13 (30.23%) Grafana
8 12 (27.91%) HAProxy
9 11 (25.58%) Graylog
10 8 (18.60%) Terraform
11 7 (16.28%) Kibana
12 5 (11.63%) Mesos
13 4 (9.30%) Consul
13 4 (9.30%) Packer
13 4 (9.30%) Salt
14 3 (6.98%) Docker Swarm
14 3 (6.98%) Opsview
15 1 (2.33%) Icinga
15 1 (2.33%) systemd
Vendors
1 11 (25.58%) Google
2 10 (23.26%) SaltStack
3 9 (20.93%) AppDynamics
3 9 (20.93%) XebiaLabs
4 4 (9.30%) Splunk
5 2 (4.65%) Dynatrace
5 2 (4.65%) New Relic
5 2 (4.65%) Red Hat
6 1 (2.33%) CheckPoint
6 1 (2.33%) Cisco
6 1 (2.33%) Dell
6 1 (2.33%) HP
6 1 (2.33%) Microsoft
6 1 (2.33%) Rackspace
6 1 (2.33%) SolarWinds
6 1 (2.33%) VMware