Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Graphite
England > London
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 739 721 832
Rank change year-on-year -18 +111 -39
Permanent jobs citing Graphite 86 115 82
As % of all permanent IT jobs advertised in London 0.12% 0.16% 0.099%
As % of the Systems Management category 1.03% 1.50% 0.98%
Number of salaries quoted 42 95 71
London median annual salary £55,000 £57,500 £65,000
Median salary % change year-on-year -4.35% -11.54% +13.04%
10th Percentile £46,250 £33,750 £45,750
90th Percentile £80,000 £82,500 £95,000
England median annual salary £50,000 £55,000 £57,500
% change year-on-year -9.09% -4.35% +4.55%

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 8,336 7,685 8,358
As % of all permanent IT jobs advertised in London 11.70% 10.50% 10.08%
Number of salaries quoted 6,864 6,307 7,178
London median annual salary £65,000 £62,000 £57,500
Median salary % change year-on-year +4.84% +7.83% +4.55%
10th Percentile £40,000 £36,250 £36,250
90th Percentile £93,750 £90,000 £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 20 July 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 20 July 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 -23 17 £50,000 -13.04% 5
Graphite
England

For the 6 months to 20 July 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 72 (83.72%) Amazon AWS
2 66 (76.74%) Ansible
3 64 (74.42%) Python
4 63 (73.26%) Linux
5 59 (68.60%) Puppet
6 56 (65.12%) DevOps
7 54 (62.79%) Opscode Chef
7 54 (62.79%) Nagios
8 53 (61.63%) Continuous Integration
9 51 (59.30%) Docker
10 48 (55.81%) Jenkins
11 45 (52.33%) Bash Shell
12 44 (51.16%) Microsoft Azure
12 44 (51.16%) Vagrant
13 40 (46.51%) Atlassian Bamboo
14 39 (45.35%) Continuous Delivery
15 38 (44.19%) Configuration Management
16 35 (40.70%) Google
16 35 (40.70%) Google Cloud Platform
16 35 (40.70%) PowerShell
17 34 (39.53%) Unix
18 33 (38.37%) Agile Software Development
19 30 (34.88%) Git (software)
19 30 (34.88%) Grafana
20 29 (33.72%) Windows
21 28 (32.56%) Java
21 28 (32.56%) Firewall
22 26 (30.23%) Subversion
22 26 (30.23%) Selenium
22 26 (30.23%) Microservices

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 (19.77%) Elasticsearch
2 3 (3.49%) Apache
2 3 (3.49%) OpenStack
3 1 (1.16%) Apache Spark
3 1 (1.16%) CMS
3 1 (1.16%) Jetty
3 1 (1.16%) nginx
3 1 (1.16%) Tomcat
Cloud Services
1 72 (83.72%) Amazon AWS
2 44 (51.16%) Microsoft Azure
3 35 (40.70%) Google Cloud Platform
4 25 (29.07%) CloudBees
5 16 (18.60%) AWS CloudFormation
6 15 (17.44%) IaaS
7 14 (16.28%) AWS Lambda
7 14 (16.28%) SaaS
7 14 (16.28%) Serverless
8 10 (11.63%) Amazon CloudWatch
9 5 (5.81%) GitHub
10 4 (4.65%) Amazon EC2
10 4 (4.65%) Amazon Kinesis
10 4 (4.65%) Cloud Computing
10 4 (4.65%) Fastly
10 4 (4.65%) Heroku
10 4 (4.65%) PaaS
11 1 (1.16%) DigitalOcean
11 1 (1.16%) Linode
11 1 (1.16%) Slack
Communications & Networking
1 28 (32.56%) Firewall
2 18 (20.93%) VPN
3 8 (9.30%) TCP/IP
4 4 (4.65%) DNS
4 4 (4.65%) Software-Defined Networking
4 4 (4.65%) Wireless
5 3 (3.49%) DHCP
6 1 (1.16%) AMQP
6 1 (1.16%) BGP
6 1 (1.16%) EIGRP
6 1 (1.16%) Ethernet
6 1 (1.16%) HTTP
6 1 (1.16%) Internet
6 1 (1.16%) LAN
6 1 (1.16%) NAS
6 1 (1.16%) OSPF
6 1 (1.16%) SAN
6 1 (1.16%) SMTP
6 1 (1.16%) SNMP
Database & Business Intelligence
1 7 (8.14%) MongoDB
2 6 (6.98%) Redis
3 5 (5.81%) Amazon DynamoDB
4 4 (4.65%) Neo4j
5 3 (3.49%) PostgreSQL
6 2 (2.33%) Big Data
7 1 (1.16%) Amazon Redshift
7 1 (1.16%) Apache Cassandra
7 1 (1.16%) Couchbase
7 1 (1.16%) Hadoop
7 1 (1.16%) MySQL
7 1 (1.16%) OpenTSDB
7 1 (1.16%) Parquet
7 1 (1.16%) SQL Server
Development Applications
1 48 (55.81%) Jenkins
2 44 (51.16%) Vagrant
3 40 (46.51%) Atlassian Bamboo
4 30 (34.88%) Git (software)
5 26 (30.23%) Selenium
5 26 (30.23%) Subversion
6 25 (29.07%) ClearCase
6 25 (29.07%) GoCD
6 25 (29.07%) HP UFT
6 25 (29.07%) JIRA
6 25 (29.07%) Octopus Deploy
6 25 (29.07%) Team Foundation Server
6 25 (29.07%) TeamCity
6 25 (29.07%) Travis CI
7 14 (16.28%) Hudson
8 7 (8.14%) Protractor
9 5 (5.81%) webpack
10 4 (4.65%) CircleCI
11 1 (1.16%) GCC
11 1 (1.16%) GDB
General
1 11 (12.79%) Finance
2 4 (4.65%) Games
3 1 (1.16%) Electronics
3 1 (1.16%) Manufacturing
3 1 (1.16%) Marketing
3 1 (1.16%) Telecoms
Job Titles
1 25 (29.07%) Automation Consultant
1 25 (29.07%) Consultant
1 25 (29.07%) IT Consultant
2 24 (27.91%) DevOps Engineer
3 14 (16.28%) Developer
3 14 (16.28%) Linux Engineer
4 12 (13.95%) AWS Engineer
5 10 (11.63%) Cloud Engineer
5 10 (11.63%) Infrastructure Engineer
6 7 (8.14%) Cloud Infrastructure Engineer
6 7 (8.14%) Java Developer
6 7 (8.14%) Python Engineer
7 5 (5.81%) Platform Engineer
8 4 (4.65%) Linux DevOps Engineer
8 4 (4.65%) Linux Infrastructure Engineer
8 4 (4.65%) Linux/Unix DevOps
8 4 (4.65%) Senior Developer
9 3 (3.49%) AWS DevOps
9 3 (3.49%) AWS DevOps Engineer
9 3 (3.49%) Senior DevOps
Libraries, Frameworks & Software Standards
1 13 (15.12%) HTML
2 12 (13.95%) CSS
2 12 (13.95%) REST
3 9 (10.47%) Elastic Stack
3 9 (10.47%) Spring
4 8 (9.30%) HTML5
4 8 (9.30%) Spring Boot
5 7 (8.14%) .NET
6 5 (5.81%) Node.js
7 4 (4.65%) GraphQL
7 4 (4.65%) Handlebars
7 4 (4.65%) Preactjs
7 4 (4.65%) RabbitMQ
7 4 (4.65%) Sass
7 4 (4.65%) VCL
8 3 (3.49%) React
9 2 (2.33%) AngularJS
9 2 (2.33%) ASP.NET
9 2 (2.33%) ASP.NET Web API
10 1 (1.16%) LDAP
Miscellaneous
1 18 (20.93%) Distributed Denial-of-Service
2 11 (12.79%) User Experience
3 5 (5.81%) Computer Science
4 4 (4.65%) Online Gambling
5 1 (1.16%) Analytical Skills
5 1 (1.16%) Blog
5 1 (1.16%) Fintech
5 1 (1.16%) Private Cloud
5 1 (1.16%) Virtual Team
5 1 (1.16%) Wiki
5 1 (1.16%) Xbox
Operating Systems
1 63 (73.26%) Linux
2 34 (39.53%) Unix
3 29 (33.72%) Windows
4 25 (29.07%) CoreOS
5 4 (4.65%) Android
5 4 (4.65%) Apple iOS
5 4 (4.65%) Red Hat Enterprise Linux
6 2 (2.33%) CentOS
7 1 (1.16%) Debian
7 1 (1.16%) Ubuntu
Processes & Methodologies
1 56 (65.12%) DevOps
2 53 (61.63%) Continuous Integration
3 39 (45.35%) Continuous Delivery
4 38 (44.19%) Configuration Management
5 33 (38.37%) Agile Software Development
6 26 (30.23%) Microservices
6 26 (30.23%) SDLC
7 25 (29.07%) Process Improvement
8 19 (22.09%) Open Source
9 18 (20.93%) Load Balancing
9 18 (20.93%) SIEM
10 15 (17.44%) High Availability
11 13 (15.12%) Decision-Making
11 13 (15.12%) Test Automation
12 11 (12.79%) Problem-Solving
13 10 (11.63%) IT Strategy
14 9 (10.47%) Deployment Automation
15 8 (9.30%) Pair Programming
16 7 (8.14%) Refactoring
16 7 (8.14%) Software Architecture
Programming Languages
1 64 (74.42%) Python
2 45 (52.33%) Bash Shell
3 35 (40.70%) PowerShell
4 28 (32.56%) Java
5 24 (27.91%) Ruby
6 21 (24.42%) Go
7 11 (12.79%) JavaScript
8 9 (10.47%) Perl
9 8 (9.30%) Java 8
9 8 (9.30%) SQL
10 7 (8.14%) PL/SQL
11 4 (4.65%) Shell Script
12 2 (2.33%) C#
12 2 (2.33%) F#
12 2 (2.33%) Scala
13 1 (1.16%) AWK
13 1 (1.16%) C++
13 1 (1.16%) CoffeeScript
13 1 (1.16%) ES6
13 1 (1.16%) PHP
Qualifications
1 6 (6.98%) Degree
2 4 (4.65%) AWS Certification
2 4 (4.65%) RHCE
2 4 (4.65%) RHCSA
3 1 (1.16%) Computer Science Degree
Quality Assurance & Compliance
1 5 (5.81%) QA
2 1 (1.16%) GCP
System Software
1 51 (59.30%) Docker
2 4 (4.65%) VMware Infrastructure
3 3 (3.49%) KVM
3 3 (3.49%) oVirt
4 1 (1.16%) Apache Flume
4 1 (1.16%) HDFS
4 1 (1.16%) NFS
4 1 (1.16%) Varnish
4 1 (1.16%) VMware Workstation
4 1 (1.16%) Xen
Systems Management
1 66 (76.74%) Ansible
2 59 (68.60%) Puppet
3 54 (62.79%) Nagios
3 54 (62.79%) Opscode Chef
4 30 (34.88%) Grafana
5 26 (30.23%) Terraform
6 25 (29.07%) Automic
7 21 (24.42%) Kubernetes
7 21 (24.42%) Salt
7 21 (24.42%) ZABBIX
8 19 (22.09%) Consul
8 19 (22.09%) Packer
9 18 (20.93%) Docker Swarm
9 18 (20.93%) Opsview
10 9 (10.47%) logstash
11 8 (9.30%) collectd
12 5 (5.81%) Kibana
13 3 (3.49%) Prometheus
14 1 (1.16%) Graylog
14 1 (1.16%) HAProxy
Vendors
1 35 (40.70%) Google
2 25 (29.07%) AppDynamics
2 25 (29.07%) XebiaLabs
3 18 (20.93%) Splunk
4 9 (10.47%) Red Hat
5 7 (8.14%) Capita
5 7 (8.14%) VMware
6 5 (5.81%) Microsoft
7 4 (4.65%) CheckPoint
7 4 (4.65%) Cisco
7 4 (4.65%) EMC
7 4 (4.65%) NetApp
7 4 (4.65%) SolarWinds
8 1 (1.16%) Dell
8 1 (1.16%) HP
8 1 (1.16%) New Relic
8 1 (1.16%) SaltStack
8 1 (1.16%) SAP