Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 689 781 737
Rank change year-on-year +92 -44 +44
Permanent jobs citing Graphite 114 71 110
As % of all permanent IT jobs advertised in London 0.17% 0.094% 0.14%
As % of the Systems Management category 1.33% 0.91% 1.40%
Number of salaries quoted 45 54 92
London median annual salary £65,000 £61,250 £60,000
Median salary % change year-on-year +6.12% +2.08% +4.35%
10th Percentile £47,500 £33,750 £36,750
90th Percentile £90,500 £93,750 £75,000
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +13.21%

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 8,550 7,768 7,855
As % of all permanent IT jobs advertised in London 12.72% 10.26% 10.28%
Number of salaries quoted 6,897 6,478 6,743
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +9.09%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £95,000 £90,000 £85,000
England median annual salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00% -

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 15 November 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 15 November 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 -2 14 £50,000 -20.00% 5
South London - 5 £60,000 - 1
West London +13 2 £70,000 +21.74% 1
Graphite
England

For the 6 months to 15 November 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 94 (82.46%) Ansible
2 93 (81.58%) Puppet
3 91 (79.82%) Amazon AWS
4 89 (78.07%) Python
5 86 (75.44%) DevOps
6 79 (69.30%) Docker
7 78 (68.42%) Linux
8 74 (64.91%) Opscode Chef
9 72 (63.16%) Jenkins
9 72 (63.16%) Microsoft Azure
9 72 (63.16%) Nagios
10 71 (62.28%) Continuous Integration
11 60 (52.63%) Configuration Management
11 60 (52.63%) Java
12 57 (50.00%) Atlassian Bamboo
12 57 (50.00%) Vagrant
13 50 (43.86%) Agile Software Development
14 48 (42.11%) Terraform
15 47 (41.23%) Git (software)
15 47 (41.23%) Open Source
16 45 (39.47%) Kubernetes
17 44 (38.60%) Microservices
17 44 (38.60%) Grafana
18 43 (37.72%) Ruby
19 40 (35.09%) Continuous Delivery
20 39 (34.21%) Google Cloud Platform
20 39 (34.21%) Google
20 39 (34.21%) TeamCity
21 38 (33.33%) Firewall
21 38 (33.33%) Packer

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 15 (13.16%) Elasticsearch
2 11 (9.65%) Apache
3 10 (8.77%) OpenStack
4 9 (7.89%) nginx
5 3 (2.63%) Apache Spark
5 3 (2.63%) Tomcat
6 1 (0.88%) IIS
Applications
1 6 (5.26%) Snapchat
Cloud Services
1 91 (79.82%) Amazon AWS
2 72 (63.16%) Microsoft Azure
3 39 (34.21%) Google Cloud Platform
4 25 (21.93%) CloudBees
5 14 (12.28%) Cloud Computing
5 14 (12.28%) GitHub
6 6 (5.26%) AWS CloudFormation
7 5 (4.39%) OpenShift
8 4 (3.51%) AWS Lambda
8 4 (3.51%) Datadog
8 4 (3.51%) Serverless
9 3 (2.63%) Amazon EMR
9 3 (2.63%) IaaS
10 2 (1.75%) Amazon CloudWatch
10 2 (1.75%) Amazon EC2
11 1 (0.88%) Amazon ELB
11 1 (0.88%) PaaS
11 1 (0.88%) Route 53
11 1 (0.88%) SaaS
11 1 (0.88%) Trello
Communications & Networking
1 38 (33.33%) Firewall
2 28 (24.56%) VPN
3 6 (5.26%) TCP/IP
4 3 (2.63%) Network Security
5 2 (1.75%) NAS
5 2 (1.75%) SAN
6 1 (0.88%) BGP
6 1 (0.88%) EIGRP
6 1 (0.88%) HTTP
6 1 (0.88%) LAN
6 1 (0.88%) OSPF
6 1 (0.88%) Software-Defined Networking
6 1 (0.88%) Wireless
Database & Business Intelligence
1 11 (9.65%) NoSQL
2 10 (8.77%) Big Data
2 10 (8.77%) MongoDB
3 9 (7.89%) MySQL
3 9 (7.89%) PostgreSQL
4 8 (7.02%) Apache Cassandra
4 8 (7.02%) SQL Server
5 5 (4.39%) Amazon DynamoDB
5 5 (4.39%) Couchbase
5 5 (4.39%) Relational Database
6 4 (3.51%) Blockchain
7 3 (2.63%) Amazon Redshift
7 3 (2.63%) Hadoop
7 3 (2.63%) OpenTSDB
7 3 (2.63%) Parquet
8 1 (0.88%) Amazon RDS
8 1 (0.88%) Redis
Development Applications
1 72 (63.16%) Jenkins
2 57 (50.00%) Atlassian Bamboo
2 57 (50.00%) Vagrant
3 47 (41.23%) Git (software)
4 39 (34.21%) TeamCity
5 37 (32.46%) Subversion
6 34 (29.82%) Octopus Deploy
7 30 (26.32%) Travis CI
8 27 (23.68%) JIRA
9 26 (22.81%) GoCD
10 25 (21.93%) ClearCase
10 25 (21.93%) HP UFT
10 25 (21.93%) Selenium
10 25 (21.93%) Team Foundation Server
11 21 (18.42%) Hudson
12 10 (8.77%) GitLab
13 7 (6.14%) Protractor
14 5 (4.39%) Artifactory
14 5 (4.39%) Sonatype Nexus
15 2 (1.75%) Gradle
General
1 14 (12.28%) Finance
2 9 (7.89%) Games
3 4 (3.51%) Telecoms
4 3 (2.63%) Banking
5 1 (0.88%) Electronics
5 1 (0.88%) Manufacturing
5 1 (0.88%) Marketing
Job Titles
1 41 (35.96%) DevOps Engineer
2 25 (21.93%) Automation Consultant
2 25 (21.93%) Consultant
2 25 (21.93%) IT Consultant
3 16 (14.04%) Platform Engineer
4 10 (8.77%) AWS DevOps
4 10 (8.77%) Developer
5 7 (6.14%) Java Developer
5 7 (6.14%) Linux Engineer
6 6 (5.26%) Software Engineer
7 5 (4.39%) Automation Engineer
7 5 (4.39%) Senior DevOps
7 5 (4.39%) Senior DevOps Engineer
8 4 (3.51%) Administrator
8 4 (3.51%) AWS Engineer
8 4 (3.51%) Linux Administrator
9 3 (2.63%) .NET Developer
9 3 (2.63%) Senior .NET Developer
9 3 (2.63%) Senior C# Developer
9 3 (2.63%) Telecoms Engineer
Libraries, Frameworks & Software Standards
1 26 (22.81%) Elastic Stack
2 12 (10.53%) Sensu
3 9 (7.89%) CSS
3 9 (7.89%) HTML
4 8 (7.02%) .NET
4 8 (7.02%) Spring
5 7 (6.14%) HTML5
5 7 (6.14%) REST
5 7 (6.14%) Spring Boot
6 6 (5.26%) RabbitMQ
7 4 (3.51%) LAMP
8 3 (2.63%) AngularJS
8 3 (2.63%) Apache Thrift
8 3 (2.63%) ASP.NET
8 3 (2.63%) ASP.NET MVC
8 3 (2.63%) Kafka
8 3 (2.63%) PostGIS
8 3 (2.63%) Protocol Buffers
8 3 (2.63%) React
8 3 (2.63%) Samza
Miscellaneous
1 28 (24.56%) Distributed Denial-of-Service
2 13 (11.40%) Computer Science
3 7 (6.14%) Blog
3 7 (6.14%) Data Centre
3 7 (6.14%) Online Gambling
3 7 (6.14%) User Experience
4 6 (5.26%) Algorithms
4 6 (5.26%) Data Structures
5 3 (2.63%) Analytical Skills
5 3 (2.63%) Mainframe
6 2 (1.75%) Fintech
6 2 (1.75%) Private Cloud
7 1 (0.88%) Cloud Native
7 1 (0.88%) Mobile App
Operating Systems
1 78 (68.42%) Linux
2 37 (32.46%) Unix
2 37 (32.46%) Windows
3 25 (21.93%) CoreOS
4 13 (11.40%) Red Hat Enterprise Linux
5 9 (7.89%) CentOS
6 3 (2.63%) Ubuntu
7 2 (1.75%) Debian
Processes & Methodologies
1 86 (75.44%) DevOps
2 71 (62.28%) Continuous Integration
3 60 (52.63%) Configuration Management
4 50 (43.86%) Agile Software Development
5 47 (41.23%) Open Source
6 44 (38.60%) Microservices
7 40 (35.09%) Continuous Delivery
8 34 (29.82%) Load Balancing
9 28 (24.56%) SDLC
9 28 (24.56%) SIEM
10 27 (23.68%) High Availability
11 26 (22.81%) IT Strategy
11 26 (22.81%) Process Improvement
12 25 (21.93%) User-Centered Design (UCD)
13 18 (15.79%) Problem-Solving
14 17 (14.91%) Decision-Making
14 17 (14.91%) Deployment Automation
15 13 (11.40%) Software Engineering
16 12 (10.53%) Mentoring
17 10 (8.77%) Test Automation
Programming Languages
1 89 (78.07%) Python
2 60 (52.63%) Java
3 43 (37.72%) Ruby
4 34 (29.82%) Bash Shell
4 34 (29.82%) Go
5 30 (26.32%) PowerShell
6 23 (20.18%) SQL
7 11 (9.65%) Perl
8 8 (7.02%) C#
9 7 (6.14%) Java 8
9 7 (6.14%) PL/SQL
10 6 (5.26%) C
10 6 (5.26%) C++
11 5 (4.39%) Groovy
11 5 (4.39%) JavaScript
12 3 (2.63%) CoffeeScript
12 3 (2.63%) F#
12 3 (2.63%) Scala
13 2 (1.75%) PHP
14 1 (0.88%) Shell Script
Qualifications
1 13 (11.40%) RHCE
1 13 (11.40%) RHCSA
2 10 (8.77%) Degree
3 5 (4.39%) AWS Certification
4 3 (2.63%) Computer Science Degree
5 2 (1.75%) Security Cleared
Quality Assurance & Compliance
1 5 (4.39%) QA
System Software
1 79 (69.30%) Docker
2 5 (4.39%) etcd
3 4 (3.51%) SkyDNS
3 4 (3.51%) VMware Infrastructure
4 3 (2.63%) HDFS
4 3 (2.63%) KVM
4 3 (2.63%) oVirt
4 3 (2.63%) Xen
5 1 (0.88%) Apache ZooKeeper
5 1 (0.88%) Varnish
Systems Management
1 94 (82.46%) Ansible
2 93 (81.58%) Puppet
3 74 (64.91%) Opscode Chef
4 72 (63.16%) Nagios
5 48 (42.11%) Terraform
6 45 (39.47%) Kubernetes
7 44 (38.60%) Grafana
8 38 (33.33%) Packer
9 36 (31.58%) Consul
9 36 (31.58%) Salt
10 30 (26.32%) ZABBIX
11 28 (24.56%) Docker Swarm
11 28 (24.56%) Opsview
12 25 (21.93%) Automic
13 19 (16.67%) logstash
14 18 (15.79%) Prometheus
15 13 (11.40%) Kibana
16 9 (7.89%) rkt
17 8 (7.02%) CFEngine
17 8 (7.02%) collectd
Vendors
1 39 (34.21%) Google
2 25 (21.93%) AppDynamics
2 25 (21.93%) XebiaLabs
3 19 (16.67%) Red Hat
4 18 (15.79%) Microsoft
5 8 (7.02%) Splunk
5 8 (7.02%) VMware
6 6 (5.26%) comScore
7 5 (4.39%) EMC
7 5 (4.39%) NetApp
7 5 (4.39%) New Relic
8 3 (2.63%) Dynatrace
8 3 (2.63%) MKS
9 2 (1.75%) Cisco
9 2 (1.75%) Rackspace
9 2 (1.75%) SaltStack
10 1 (0.88%) CheckPoint
10 1 (0.88%) Citrix
10 1 (0.88%) PagerDuty
10 1 (0.88%) SolarWinds