Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 714 758 771
Rank change year-on-year +44 +13 0
Permanent jobs citing Graphite 92 84 87
As % of all permanent IT jobs advertised in London 0.13% 0.11% 0.11%
As % of the Systems Management category 1.11% 1.09% 1.10%
Number of salaries quoted 38 66 68
London median annual salary £63,750 £57,500 £62,500
Median salary % change year-on-year +10.87% -8.00% +13.64%
10th Percentile £47,500 £33,750 £40,625
90th Percentile £86,500 £82,500 £88,625
England median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -4.17% +9.09%

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 8,318 7,676 7,941
As % of all permanent IT jobs advertised in London 12.08% 10.25% 10.21%
Number of salaries quoted 6,816 6,328 6,861
London median annual salary £65,000 £62,500 £57,500
Median salary % change year-on-year +4.00% +8.70% +4.55%
10th Percentile £38,500 £36,250 £36,250
90th Percentile £93,750 £90,000 £85,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

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 25 September 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 25 September 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 -34 14 £50,000 -13.04% 4
West London +23 2 £70,000 +21.74% 1
Graphite
England

For the 6 months to 25 September 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 75 (81.52%) Puppet
2 74 (80.43%) Ansible
3 73 (79.35%) Amazon AWS
4 69 (75.00%) Python
5 68 (73.91%) Opscode Chef
6 67 (72.83%) Linux
7 66 (71.74%) DevOps
8 63 (68.48%) Nagios
9 60 (65.22%) Docker
10 58 (63.04%) Microsoft Azure
10 58 (63.04%) Continuous Integration
11 57 (61.96%) Jenkins
12 52 (56.52%) Vagrant
13 45 (48.91%) Atlassian Bamboo
14 44 (47.83%) Configuration Management
15 41 (44.57%) Google
15 41 (44.57%) Google Cloud Platform
16 40 (43.48%) Java
17 38 (41.30%) Unix
17 38 (41.30%) Terraform
18 37 (40.22%) Windows
19 36 (39.13%) Agile Software Development
19 36 (39.13%) TeamCity
20 35 (38.04%) Continuous Delivery
20 35 (38.04%) Bash Shell
21 34 (36.96%) Firewall
22 32 (34.78%) Git (software)
22 32 (34.78%) Grafana
23 31 (33.70%) Microservices
23 31 (33.70%) Octopus Deploy

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 17 (18.48%) Elasticsearch
2 11 (11.96%) OpenStack
3 6 (6.52%) Apache
4 3 (3.26%) Apache Spark
5 2 (2.17%) nginx
6 1 (1.09%) IIS
6 1 (1.09%) Tomcat
Cloud Services
1 73 (79.35%) Amazon AWS
2 58 (63.04%) Microsoft Azure
3 41 (44.57%) Google Cloud Platform
4 25 (27.17%) CloudBees
5 6 (6.52%) AWS CloudFormation
5 6 (6.52%) IaaS
6 5 (5.43%) AWS Lambda
6 5 (5.43%) Serverless
7 4 (4.35%) Amazon CloudWatch
8 3 (3.26%) Amazon EMR
8 3 (3.26%) Datadog
8 3 (3.26%) GitHub
8 3 (3.26%) SaaS
9 2 (2.17%) Amazon EC2
9 2 (2.17%) Amazon Kinesis
9 2 (2.17%) Cloud Computing
9 2 (2.17%) Fastly
9 2 (2.17%) Heroku
10 1 (1.09%) Linode
10 1 (1.09%) Slack
Communications & Networking
1 34 (36.96%) Firewall
2 26 (28.26%) VPN
3 8 (8.70%) TCP/IP
4 2 (2.17%) NAS
4 2 (2.17%) SAN
5 1 (1.09%) AMQP
5 1 (1.09%) BGP
5 1 (1.09%) EIGRP
5 1 (1.09%) HTTP
5 1 (1.09%) LAN
5 1 (1.09%) OSPF
5 1 (1.09%) Software-Defined Networking
5 1 (1.09%) Wireless
Database & Business Intelligence
1 10 (10.87%) PostgreSQL
2 8 (8.70%) MongoDB
2 8 (8.70%) SQL Server
3 7 (7.61%) MySQL
4 5 (5.43%) Amazon DynamoDB
4 5 (5.43%) Relational Database
5 4 (4.35%) Big Data
6 3 (3.26%) Amazon Redshift
6 3 (3.26%) Blockchain
6 3 (3.26%) Couchbase
6 3 (3.26%) Hadoop
6 3 (3.26%) OpenTSDB
6 3 (3.26%) Parquet
6 3 (3.26%) Redis
7 2 (2.17%) Apache Cassandra
7 2 (2.17%) Neo4j
8 1 (1.09%) Amazon RDS
8 1 (1.09%) NoSQL
Development Applications
1 57 (61.96%) Jenkins
2 52 (56.52%) Vagrant
3 45 (48.91%) Atlassian Bamboo
4 36 (39.13%) TeamCity
5 32 (34.78%) Git (software)
6 31 (33.70%) Octopus Deploy
6 31 (33.70%) Subversion
7 30 (32.61%) Travis CI
8 26 (28.26%) GoCD
8 26 (28.26%) JIRA
9 25 (27.17%) ClearCase
9 25 (27.17%) HP UFT
9 25 (27.17%) Selenium
9 25 (27.17%) Team Foundation Server
10 19 (20.65%) Hudson
11 7 (7.61%) Protractor
12 2 (2.17%) CircleCI
12 2 (2.17%) webpack
13 1 (1.09%) Artifactory
13 1 (1.09%) MSBuild
General
1 12 (13.04%) Finance
2 8 (8.70%) Games
3 1 (1.09%) Electronics
3 1 (1.09%) Manufacturing
3 1 (1.09%) Marketing
3 1 (1.09%) Telecoms
Job Titles
1 31 (33.70%) DevOps Engineer
2 25 (27.17%) Automation Consultant
2 25 (27.17%) Consultant
2 25 (27.17%) IT Consultant
3 12 (13.04%) Developer
4 11 (11.96%) Linux Engineer
5 9 (9.78%) AWS DevOps
6 8 (8.70%) AWS Engineer
7 7 (7.61%) Java Developer
8 6 (6.52%) Platform Engineer
9 5 (5.43%) Automation Engineer
9 5 (5.43%) Infrastructure Engineer
9 5 (5.43%) Senior Developer
9 5 (5.43%) Senior DevOps
9 5 (5.43%) Senior DevOps Engineer
10 4 (4.35%) Administrator
10 4 (4.35%) Linux Administrator
10 4 (4.35%) Python Engineer
11 3 (3.26%) Ruby Developer
11 3 (3.26%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 14 (15.22%) Elastic Stack
2 9 (9.78%) .NET
2 9 (9.78%) CSS
2 9 (9.78%) HTML
2 9 (9.78%) REST
2 9 (9.78%) Spring
3 8 (8.70%) Spring Boot
4 7 (7.61%) HTML5
4 7 (7.61%) RabbitMQ
5 3 (3.26%) AngularJS
5 3 (3.26%) Apache Thrift
5 3 (3.26%) ASP.NET
5 3 (3.26%) ASP.NET MVC
5 3 (3.26%) ASP.NET Web API
5 3 (3.26%) Kafka
5 3 (3.26%) Node.js
5 3 (3.26%) PostGIS
5 3 (3.26%) Protocol Buffers
5 3 (3.26%) React
5 3 (3.26%) Samza
Miscellaneous
1 26 (28.26%) Distributed Denial-of-Service
2 9 (9.78%) User Experience
3 7 (7.61%) Computer Science
3 7 (7.61%) Online Gambling
4 3 (3.26%) Fintech
5 2 (2.17%) Private Cloud
6 1 (1.09%) Analytical Skills
6 1 (1.09%) Blog
6 1 (1.09%) Cloud Native
6 1 (1.09%) Data Centre
6 1 (1.09%) Mobile App
6 1 (1.09%) Virtual Team
Operating Systems
1 67 (72.83%) Linux
2 38 (41.30%) Unix
3 37 (40.22%) Windows
4 25 (27.17%) CoreOS
5 3 (3.26%) CentOS
5 3 (3.26%) Red Hat Enterprise Linux
5 3 (3.26%) Ubuntu
6 2 (2.17%) Android
6 2 (2.17%) Apple iOS
6 2 (2.17%) Debian
Processes & Methodologies
1 66 (71.74%) DevOps
2 58 (63.04%) Continuous Integration
3 44 (47.83%) Configuration Management
4 36 (39.13%) Agile Software Development
5 35 (38.04%) Continuous Delivery
6 31 (33.70%) Microservices
7 26 (28.26%) Load Balancing
7 26 (28.26%) Open Source
7 26 (28.26%) SIEM
8 25 (27.17%) Process Improvement
8 25 (27.17%) SDLC
9 19 (20.65%) High Availability
10 16 (17.39%) Decision-Making
11 14 (15.22%) IT Strategy
11 14 (15.22%) Problem-Solving
12 12 (13.04%) Deployment Automation
13 9 (9.78%) E-Commerce
13 9 (9.78%) Test Automation
14 7 (7.61%) Build Automation
14 7 (7.61%) Software Architecture
Programming Languages
1 69 (75.00%) Python
2 40 (43.48%) Java
3 35 (38.04%) Bash Shell
4 31 (33.70%) PowerShell
5 27 (29.35%) Go
6 26 (28.26%) Ruby
7 10 (10.87%) SQL
8 9 (9.78%) Perl
9 8 (8.70%) C#
10 7 (7.61%) Java 8
10 7 (7.61%) JavaScript
10 7 (7.61%) PL/SQL
11 3 (3.26%) CoffeeScript
11 3 (3.26%) F#
11 3 (3.26%) Scala
12 2 (2.17%) PHP
13 1 (1.09%) Shell Script
Qualifications
1 8 (8.70%) Degree
2 5 (5.43%) RHCE
2 5 (5.43%) RHCSA
3 2 (2.17%) AWS Certification
Quality Assurance & Compliance
1 1 (1.09%) QA
System Software
1 60 (65.22%) Docker
2 4 (4.35%) VMware Infrastructure
2 4 (4.35%) Xen
3 3 (3.26%) HDFS
3 3 (3.26%) KVM
3 3 (3.26%) oVirt
4 1 (1.09%) Apache ZooKeeper
4 1 (1.09%) etcd
4 1 (1.09%) Varnish
4 1 (1.09%) VMware Workstation
Systems Management
1 75 (81.52%) Puppet
2 74 (80.43%) Ansible
3 68 (73.91%) Opscode Chef
4 63 (68.48%) Nagios
5 38 (41.30%) Terraform
6 32 (34.78%) Grafana
7 30 (32.61%) Kubernetes
7 30 (32.61%) Packer
8 29 (31.52%) Salt
9 28 (30.43%) Consul
9 28 (30.43%) ZABBIX
10 26 (28.26%) Docker Swarm
10 26 (28.26%) Opsview
11 25 (27.17%) Automic
12 19 (20.65%) logstash
13 13 (14.13%) Kibana
14 9 (9.78%) collectd
15 8 (8.70%) Prometheus
16 4 (4.35%) Mesos
17 2 (2.17%) CFEngine
Vendors
1 41 (44.57%) Google
2 25 (27.17%) AppDynamics
2 25 (27.17%) XebiaLabs
3 11 (11.96%) Microsoft
3 11 (11.96%) Red Hat
4 9 (9.78%) VMware
5 6 (6.52%) Splunk
6 5 (5.43%) EMC
6 5 (5.43%) NetApp
7 2 (2.17%) Cisco
7 2 (2.17%) New Relic
7 2 (2.17%) SaltStack
8 1 (1.09%) CheckPoint
8 1 (1.09%) Citrix
8 1 (1.09%) SAP
8 1 (1.09%) SolarWinds