Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 689 786 693
Rank change year-on-year +97 -93 +122
Permanent jobs citing Graphite 96 38 146
As % of all permanent IT jobs advertised in London 0.15% 0.054% 0.21%
As % of the Systems Management category 1.16% 0.52% 2.01%
Number of salaries quoted 39 31 129
London median annual salary £70,000 £85,000 £55,000
Median salary % change year-on-year -17.65% +54.55% -4.35%
10th Percentile £51,500 £45,000 £35,750
90th Percentile £92,500 £93,750 £78,000
England median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% +1.85%

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 8,300 7,287 7,248
As % of all permanent IT jobs advertised in London 13.26% 10.36% 10.25%
Number of salaries quoted 6,657 6,122 6,174
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +9.09%
10th Percentile £38,500 £37,500 £36,000
90th Percentile £95,000 £90,000 £86,250
England median annual salary £57,500 £55,000 £52,000
% change year-on-year +4.55% +5.77% +4.00%

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 19 January 2019.

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 19 January 2019. 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 +8 8 £85,000 -2.86% 2
South London - 5 £60,000 -
West London +32 2 £70,000 +3.70% 3
Graphite
England

For the 6 months to 19 January 2019, 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 87 (90.63%) Python
2 82 (85.42%) Ansible
3 81 (84.38%) DevOps
4 78 (81.25%) Docker
4 78 (81.25%) Amazon AWS
4 78 (81.25%) Puppet
5 68 (70.83%) Microsoft Azure
6 66 (68.75%) Continuous Integration
7 64 (66.67%) Linux
8 63 (65.63%) Jenkins
9 57 (59.38%) Opscode Chef
10 55 (57.29%) Nagios
11 52 (54.17%) Atlassian Bamboo
12 51 (53.13%) Vagrant
13 49 (51.04%) Git (software)
13 49 (51.04%) Java
14 45 (46.88%) Configuration Management
15 44 (45.83%) Agile Software Development
16 43 (44.79%) Grafana
17 42 (43.75%) Continuous Delivery
17 42 (43.75%) Subversion
18 41 (42.71%) Open Source
19 40 (41.67%) TeamCity
20 35 (36.46%) Octopus Deploy
21 34 (35.42%) Ruby
21 34 (35.42%) Windows
22 33 (34.38%) Kubernetes
22 33 (34.38%) SDLC
22 33 (34.38%) Terraform
23 32 (33.33%) Google Cloud Platform

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 11 (11.46%) nginx
2 10 (10.42%) Apache
3 8 (8.33%) OpenStack
4 4 (4.17%) Elasticsearch
5 3 (3.13%) Apache Spark
5 3 (3.13%) Tomcat
6 1 (1.04%) IIS
Applications
1 6 (6.25%) Snapchat
Cloud Services
1 78 (81.25%) Amazon AWS
2 68 (70.83%) Microsoft Azure
3 32 (33.33%) Google Cloud Platform
4 26 (27.08%) CloudBees
5 18 (18.75%) GitHub
6 14 (14.58%) Cloud Computing
7 5 (5.21%) Datadog
8 4 (4.17%) AWS CloudFormation
8 4 (4.17%) OpenShift
9 3 (3.13%) Amazon EMR
9 3 (3.13%) AWS Lambda
9 3 (3.13%) Serverless
10 2 (2.08%) Amazon CloudWatch
10 2 (2.08%) IaaS
11 1 (1.04%) Amazon EC2
11 1 (1.04%) Amazon ELB
11 1 (1.04%) Route 53
Communications & Networking
1 21 (21.88%) Firewall
2 17 (17.71%) VPN
3 3 (3.13%) Network Security
4 1 (1.04%) HTTP
4 1 (1.04%) NAS
4 1 (1.04%) SAN
Database & Business Intelligence
1 12 (12.50%) NoSQL
2 11 (11.46%) Big Data
3 9 (9.38%) PostgreSQL
4 8 (8.33%) Apache Cassandra
4 8 (8.33%) MySQL
4 8 (8.33%) SQL Server
5 5 (5.21%) Amazon DynamoDB
5 5 (5.21%) Blockchain
5 5 (5.21%) Couchbase
5 5 (5.21%) Relational Database
6 3 (3.13%) Amazon Redshift
6 3 (3.13%) Hadoop
6 3 (3.13%) MongoDB
6 3 (3.13%) OpenTSDB
6 3 (3.13%) Parquet
7 1 (1.04%) Amazon RDS
Development Applications
1 63 (65.63%) Jenkins
2 52 (54.17%) Atlassian Bamboo
3 51 (53.13%) Vagrant
4 49 (51.04%) Git (software)
5 42 (43.75%) Subversion
6 40 (41.67%) TeamCity
7 35 (36.46%) Octopus Deploy
8 31 (32.29%) Travis CI
9 29 (30.21%) JIRA
10 27 (28.13%) GoCD
11 26 (27.08%) ClearCase
11 26 (27.08%) HP UFT
11 26 (27.08%) Selenium
11 26 (27.08%) Team Foundation Server
12 15 (15.63%) Hudson
13 11 (11.46%) GitLab
14 5 (5.21%) Artifactory
14 5 (5.21%) Sonatype Nexus
15 4 (4.17%) Cucumber
16 2 (2.08%) Gradle
General
1 11 (11.46%) Finance
2 7 (7.29%) Banking
2 7 (7.29%) Telecoms
3 5 (5.21%) Games
Job Titles
1 33 (34.38%) DevOps Engineer
2 26 (27.08%) Automation Consultant
2 26 (27.08%) Consultant
2 26 (27.08%) IT Consultant
3 14 (14.58%) Platform Engineer
4 12 (12.50%) AWS DevOps
5 7 (7.29%) Developer
6 6 (6.25%) Software Engineer
7 5 (5.21%) Automation Engineer
7 5 (5.21%) Senior DevOps
7 5 (5.21%) Senior DevOps Engineer
8 4 (4.17%) Developer in Test
8 4 (4.17%) Java Developer
8 4 (4.17%) Java Developer in Test
8 4 (4.17%) Operations Engineer
8 4 (4.17%) Test Automation Developer
9 3 (3.13%) .NET Developer
9 3 (3.13%) Ruby Developer
9 3 (3.13%) Senior C# .NET Developer
9 3 (3.13%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 28 (29.17%) Elastic Stack
2 11 (11.46%) Sensu
3 5 (5.21%) RabbitMQ
4 4 (4.17%) .NET
5 3 (3.13%) AngularJS
5 3 (3.13%) Apache Thrift
5 3 (3.13%) ASP.NET
5 3 (3.13%) ASP.NET MVC
5 3 (3.13%) ASP.NET Web API
5 3 (3.13%) Kafka
5 3 (3.13%) LAMP
5 3 (3.13%) LEMP Stack
5 3 (3.13%) PostGIS
5 3 (3.13%) Protocol Buffers
5 3 (3.13%) React
5 3 (3.13%) Samza
6 2 (2.08%) ActiveMQ
7 1 (1.04%) CSS
7 1 (1.04%) JSON
7 1 (1.04%) Spring
Miscellaneous
1 16 (16.67%) Distributed Denial-of-Service
2 7 (7.29%) Analytical Skills
2 7 (7.29%) Data Centre
2 7 (7.29%) Mainframe
3 6 (6.25%) Algorithms
3 6 (6.25%) Blog
3 6 (6.25%) Data Structures
4 3 (3.13%) Online Gambling
5 2 (2.08%) Fintech
6 1 (1.04%) Cloud Native
6 1 (1.04%) Mobile App
6 1 (1.04%) NHS
6 1 (1.04%) Private Cloud
Operating Systems
1 64 (66.67%) Linux
2 34 (35.42%) Windows
3 32 (33.33%) Unix
4 26 (27.08%) CoreOS
5 11 (11.46%) Red Hat Enterprise Linux
6 9 (9.38%) CentOS
7 2 (2.08%) Ubuntu
8 1 (1.04%) Debian
Processes & Methodologies
1 81 (84.38%) DevOps
2 66 (68.75%) Continuous Integration
3 45 (46.88%) Configuration Management
4 44 (45.83%) Agile Software Development
5 42 (43.75%) Continuous Delivery
6 41 (42.71%) Open Source
7 33 (34.38%) SDLC
8 30 (31.25%) Process Improvement
9 28 (29.17%) Microservices
10 24 (25.00%) Load Balancing
11 22 (22.92%) High Availability
11 22 (22.92%) IT Strategy
12 21 (21.88%) User-Centered Design (UCD)
13 17 (17.71%) SIEM
14 14 (14.58%) Computer Science
14 14 (14.58%) Deployment Automation
14 14 (14.58%) Problem-Solving
15 13 (13.54%) Decision-Making
16 12 (12.50%) Software Engineering
17 11 (11.46%) Workflow
Programming Languages
1 87 (90.63%) Python
2 49 (51.04%) Java
3 34 (35.42%) Ruby
4 32 (33.33%) Bash Shell
5 27 (28.13%) PowerShell
6 25 (26.04%) Go
7 21 (21.88%) SQL
8 9 (9.38%) Groovy
9 8 (8.33%) C#
9 8 (8.33%) Perl
10 6 (6.25%) C
10 6 (6.25%) C++
11 4 (4.17%) JavaScript
12 3 (3.13%) CoffeeScript
12 3 (3.13%) F#
12 3 (3.13%) Scala
13 1 (1.04%) PHP
Qualifications
1 12 (12.50%) RHCE
1 12 (12.50%) RHCSA
2 11 (11.46%) Degree
3 8 (8.33%) Computer Science Degree
4 6 (6.25%) AWS Certification
5 3 (3.13%) Security Cleared
Quality Assurance & Compliance
1 9 (9.38%) QA
System Software
1 78 (81.25%) Docker
2 5 (5.21%) etcd
3 4 (4.17%) SkyDNS
4 3 (3.13%) HDFS
4 3 (3.13%) Xen
5 1 (1.04%) Apache ZooKeeper
Systems Management
1 82 (85.42%) Ansible
2 78 (81.25%) Puppet
3 57 (59.38%) Opscode Chef
4 55 (57.29%) Nagios
5 43 (44.79%) Grafana
6 33 (34.38%) Kubernetes
6 33 (34.38%) Terraform
7 28 (29.17%) Packer
8 26 (27.08%) Automic
8 26 (27.08%) Consul
9 25 (26.04%) Salt
10 20 (20.83%) ZABBIX
11 18 (18.75%) Docker Swarm
11 18 (18.75%) Opsview
12 16 (16.67%) Prometheus
13 11 (11.46%) logstash
14 10 (10.42%) rkt
15 9 (9.38%) Kibana
16 7 (7.29%) CFEngine
17 6 (6.25%) StatsD
Vendors
1 32 (33.33%) Google
2 26 (27.08%) AppDynamics
2 26 (27.08%) XebiaLabs
3 17 (17.71%) Microsoft
4 14 (14.58%) Red Hat
5 8 (8.33%) New Relic
6 7 (7.29%) Dynatrace
6 7 (7.29%) MKS
7 6 (6.25%) comScore
8 4 (4.17%) Splunk
9 2 (2.08%) Atlassian
9 2 (2.08%) PagerDuty
9 2 (2.08%) Rackspace
9 2 (2.08%) VMware
10 1 (1.04%) Cisco
10 1 (1.04%) Citrix
10 1 (1.04%) EMC
10 1 (1.04%) NetApp
10 1 (1.04%) SaltStack