Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 December 2018 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 895 1093 1011
Rank change year-on-year +198 -82 +62
Permanent jobs citing Graphite 219 88 201
As % of all permanent IT jobs advertised in England 0.15% 0.052% 0.11%
As % of the Systems Management category 1.33% 0.58% 1.27%
Number of salaries quoted 103 81 176
England median annual salary £63,750 £60,000 £55,000
Median salary % change year-on-year +6.25% +9.09% -
10th Percentile £38,950 £33,750 £35,000
90th Percentile £80,750 £93,750 £75,000
UK median annual salary £62,500 £60,000 £55,000
% change year-on-year +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 England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,517 15,103 15,791
As % of all permanent IT jobs advertised in England 11.24% 8.99% 9.03%
Number of salaries quoted 13,059 12,510 12,883
England median annual salary £56,500 £55,000 £51,500
Median salary % change year-on-year +2.73% +6.80% +3.00%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £82,500 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Graphite
Job Vacancy Trend in England

Job postings citing Graphite as a percentage of all IT jobs advertised in England.

Job vacancy trend for Graphite in England

Graphite
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Graphite in England.

Salary trend for Graphite in England

Graphite
Salary Histogram in England

The salary distribution of IT jobs citing Graphite in England over the 6 months to 15 December 2018.

Salary histogram for Graphite in England

Graphite
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the England region over the 6 months to 15 December 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
London +107 105 £67,500 -3.57% 8
North of England +47 46 £65,000 +8.33% 2
North West - 41 £65,000 - 1
East of England +46 27 £62,500 +47.06% 4
Midlands - 21 £57,500 - 2
West Midlands - 21 £57,500 - 2
South East - 12 £42,000 - 8
Yorkshire +21 5 £42,500 -29.17% 1
South West +15 5 £70,000 -22.22%
Graphite
UK

For the 6 months to 15 December 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 England region with a requirement for Graphite.

1 189 (86.30%) DevOps
2 167 (76.26%) Docker
2 167 (76.26%) Puppet
3 165 (75.34%) Amazon AWS
4 163 (74.43%) Python
5 161 (73.52%) Microsoft Azure
5 161 (73.52%) Ansible
6 149 (68.04%) Jenkins
7 135 (61.64%) Linux
8 124 (56.62%) Continuous Integration
9 123 (56.16%) Atlassian Bamboo
9 123 (56.16%) Opscode Chef
10 121 (55.25%) Configuration Management
11 116 (52.97%) Ruby
12 111 (50.68%) Terraform
13 109 (49.77%) Kubernetes
14 107 (48.86%) Grafana
15 104 (47.49%) Nagios
15 104 (47.49%) Agile Software Development
16 103 (47.03%) Microservices
17 97 (44.29%) Consul
18 94 (42.92%) Open Source
19 88 (40.18%) Git (software)
20 87 (39.73%) Java
21 85 (38.81%) Packer
22 82 (37.44%) Vagrant
23 81 (36.99%) Load Balancing
24 78 (35.62%) Elastic Stack
25 74 (33.79%) Docker Swarm
26 72 (32.88%) High Availability

Graphite
Co-occurring IT Skills in England 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 37 (16.89%) Elasticsearch
2 15 (6.85%) Apache
3 14 (6.39%) nginx
4 11 (5.02%) OpenStack
5 4 (1.83%) IIS
6 3 (1.37%) Apache Spark
6 3 (1.37%) Skype for Business
6 3 (1.37%) Tomcat
Applications
1 6 (2.74%) Snapchat
Cloud Services
1 165 (75.34%) Amazon AWS
2 161 (73.52%) Microsoft Azure
3 57 (26.03%) Google Cloud Platform
4 38 (17.35%) Cloud Computing
4 38 (17.35%) GitHub
5 26 (11.87%) CloudBees
6 16 (7.31%) IBM Cloud
7 6 (2.74%) AWS CloudFormation
8 4 (1.83%) AWS Lambda
8 4 (1.83%) Datadog
8 4 (1.83%) OpenShift
8 4 (1.83%) Serverless
9 3 (1.37%) Amazon EMR
9 3 (1.37%) IaaS
9 3 (1.37%) Slack
10 2 (0.91%) Amazon CloudWatch
10 2 (0.91%) Amazon EC2
11 1 (0.46%) Amazon ELB
11 1 (0.46%) Mimecast
11 1 (0.46%) Route 53
Communications & Networking
1 65 (29.68%) Firewall
2 56 (25.57%) VPN
3 4 (1.83%) DHCP
3 4 (1.83%) DNS
3 4 (1.83%) Network Security
3 4 (1.83%) TCP/IP
4 3 (1.37%) BGP
4 3 (1.37%) Internet
4 3 (1.37%) LAN
4 3 (1.37%) Skype
4 3 (1.37%) VoIP
5 2 (0.91%) EIGRP
5 2 (0.91%) IPsec
5 2 (0.91%) NAS
5 2 (0.91%) OSPF
5 2 (0.91%) SAN
5 2 (0.91%) Wireless
6 1 (0.46%) DMVPN
6 1 (0.46%) NetScaler
6 1 (0.46%) SSH
Database & Business Intelligence
1 34 (15.53%) NoSQL
2 28 (12.79%) Redis
3 15 (6.85%) MySQL
4 12 (5.48%) PostgreSQL
5 10 (4.57%) Big Data
5 10 (4.57%) SQL Server
6 8 (3.65%) Apache Cassandra
6 8 (3.65%) MongoDB
7 7 (3.20%) Relational Database
8 5 (2.28%) Amazon DynamoDB
8 5 (2.28%) Couchbase
9 4 (1.83%) Blockchain
10 3 (1.37%) Amazon Redshift
10 3 (1.37%) Hadoop
10 3 (1.37%) OpenTSDB
10 3 (1.37%) Parquet
11 1 (0.46%) Amazon RDS
11 1 (0.46%) TokuMX
Development Applications
1 149 (68.04%) Jenkins
2 123 (56.16%) Atlassian Bamboo
3 88 (40.18%) Git (software)
4 82 (37.44%) Vagrant
5 60 (27.40%) TeamCity
6 56 (25.57%) Subversion
7 53 (24.20%) Octopus Deploy
8 50 (22.83%) Travis CI
9 46 (21.00%) Hudson
10 32 (14.61%) GitLab
11 28 (12.79%) JIRA
12 27 (12.33%) GoCD
13 26 (11.87%) ClearCase
13 26 (11.87%) HP UFT
13 26 (11.87%) Selenium
13 26 (11.87%) Team Foundation Server
14 5 (2.28%) Artifactory
14 5 (2.28%) Sonatype Nexus
15 4 (1.83%) Protractor
16 2 (0.91%) Gradle
General
1 12 (5.48%) Finance
2 10 (4.57%) Games
3 3 (1.37%) Banking
3 3 (1.37%) Telecoms
Job Titles
1 92 (42.01%) DevOps Engineer
2 41 (18.72%) Platform Engineer
3 32 (14.61%) Developer
4 27 (12.33%) AWS DevOps
5 26 (11.87%) Automation Consultant
5 26 (11.87%) Consultant
5 26 (11.87%) IT Consultant
6 24 (10.96%) .NET Developer
7 20 (9.13%) Senior DevOps
8 19 (8.68%) Senior DevOps Engineer
9 15 (6.85%) Senior Developer
10 13 (5.94%) Senior .NET Developer
11 11 (5.02%) Software Engineer
12 9 (4.11%) C# Developer
13 8 (3.65%) AWS Engineer
13 8 (3.65%) Junior
14 7 (3.20%) Administrator
14 7 (3.20%) Automation Engineer
14 7 (3.20%) Graduate
15 6 (2.74%) Linux Administrator
Libraries, Frameworks & Software Standards
1 78 (35.62%) Elastic Stack
2 34 (15.53%) RabbitMQ
3 33 (15.07%) .NET
4 30 (13.70%) AngularJS
5 29 (13.24%) Sensu
6 14 (6.39%) CSS
6 14 (6.39%) HTML
6 14 (6.39%) Kafka
7 11 (5.02%) .NET Core
8 10 (4.57%) React
9 5 (2.28%) Spring
10 4 (1.83%) HTML5
10 4 (1.83%) LAMP
10 4 (1.83%) LDAP
10 4 (1.83%) LEMP Stack
10 4 (1.83%) REST
10 4 (1.83%) Spring Boot
11 3 (1.37%) Apache Thrift
11 3 (1.37%) ASP.NET Web API
11 3 (1.37%) Samza
Miscellaneous
1 51 (23.29%) Distributed Denial-of-Service
2 17 (7.76%) Public Cloud
3 12 (5.48%) Analytical Skills
4 9 (4.11%) Data Centre
5 8 (3.65%) Online Gambling
6 6 (2.74%) Algorithms
6 6 (2.74%) Blog
6 6 (2.74%) Data Structures
6 6 (2.74%) NHS
7 4 (1.83%) User Experience
8 3 (1.37%) Mainframe
8 3 (1.37%) Self-Motivation
9 2 (0.91%) Fintech
9 2 (0.91%) Private Cloud
10 1 (0.46%) Cloud Native
10 1 (0.46%) Hybrid Cloud
10 1 (0.46%) Management Information System
10 1 (0.46%) Mobile App
Operating Systems
1 135 (61.64%) Linux
2 49 (22.37%) Windows
3 37 (16.89%) Red Hat Enterprise Linux
4 36 (16.44%) Unix
5 34 (15.53%) CentOS
6 26 (11.87%) CoreOS
7 4 (1.83%) Ubuntu
8 3 (1.37%) Mac OS
8 3 (1.37%) SmartOS
8 3 (1.37%) VMS
8 3 (1.37%) Windows Server
9 2 (0.91%) Debian
Processes & Methodologies
1 189 (86.30%) DevOps
2 124 (56.62%) Continuous Integration
3 121 (55.25%) Configuration Management
4 104 (47.49%) Agile Software Development
5 103 (47.03%) Microservices
6 94 (42.92%) Open Source
7 81 (36.99%) Load Balancing
8 72 (32.88%) High Availability
9 71 (32.42%) IT Strategy
10 70 (31.96%) User-Centered Design (UCD)
11 65 (29.68%) Continuous Delivery
12 52 (23.74%) SIEM
13 43 (19.63%) Decision-Making
14 42 (19.18%) Mentoring
15 37 (16.89%) Mathematics
16 29 (13.24%) SDLC
17 28 (12.79%) Process Improvement
18 27 (12.33%) Problem-Solving
19 26 (11.87%) E-Procurement
20 22 (10.05%) Computer Science
Programming Languages
1 163 (74.43%) Python
2 116 (52.97%) Ruby
3 87 (39.73%) Java
4 65 (29.68%) Go
5 49 (22.37%) SQL
6 37 (16.89%) C#
7 35 (15.98%) Bash Shell
8 33 (15.07%) PowerShell
9 16 (7.31%) JavaScript
9 16 (7.31%) TypeScript
10 8 (3.65%) Groovy
10 8 (3.65%) Perl
11 6 (2.74%) C
11 6 (2.74%) C++
12 4 (1.83%) Java 8
12 4 (1.83%) PHP
12 4 (1.83%) PL/SQL
13 3 (1.37%) CoffeeScript
13 3 (1.37%) F#
13 3 (1.37%) Scala
Qualifications
1 35 (15.98%) RHCE
1 35 (15.98%) RHCSA
2 27 (12.33%) AWS Certification
3 22 (10.05%) Degree
4 11 (5.02%) Computer Science Degree
5 6 (2.74%) Security Cleared
6 1 (0.46%) SC Cleared
Quality Assurance & Compliance
1 5 (2.28%) QA
System Software
1 167 (76.26%) Docker
2 6 (2.74%) Xen
3 5 (2.28%) etcd
3 5 (2.28%) VMware Infrastructure
4 4 (1.83%) SkyDNS
5 3 (1.37%) Active Directory
5 3 (1.37%) HDFS
5 3 (1.37%) Hyper-V
5 3 (1.37%) iptables
5 3 (1.37%) VirtualBox
5 3 (1.37%) VMware ESXi
6 2 (0.91%) KVM
6 2 (0.91%) oVirt
7 1 (0.46%) Apache ZooKeeper
7 1 (0.46%) Gluster
7 1 (0.46%) LXC
7 1 (0.46%) NFS
7 1 (0.46%) Varnish
7 1 (0.46%) Virtual Machines
Systems Management
1 167 (76.26%) Puppet
2 161 (73.52%) Ansible
3 123 (56.16%) Opscode Chef
4 111 (50.68%) Terraform
5 109 (49.77%) Kubernetes
6 107 (48.86%) Grafana
7 104 (47.49%) Nagios
8 97 (44.29%) Consul
9 85 (38.81%) Packer
10 74 (33.79%) Docker Swarm
11 67 (30.59%) Salt
12 62 (28.31%) Opsview
13 58 (26.48%) Prometheus
13 58 (26.48%) ZABBIX
14 26 (11.87%) Automic
15 19 (8.68%) logstash
16 16 (7.31%) Kibana
17 12 (5.48%) rkt
18 8 (3.65%) CFEngine
18 8 (3.65%) HAProxy
Vendors
1 46 (21.00%) Microsoft
2 42 (19.18%) Red Hat
3 41 (18.72%) Google
4 26 (11.87%) AppDynamics
4 26 (11.87%) XebiaLabs
5 11 (5.02%) Splunk
6 9 (4.11%) VMware
7 6 (2.74%) comScore
8 5 (2.28%) New Relic
9 4 (1.83%) EMC
9 4 (1.83%) NetApp
10 3 (1.37%) Centreon
10 3 (1.37%) Dynatrace
10 3 (1.37%) MKS
11 2 (0.91%) Cisco
11 2 (0.91%) Rackspace
11 2 (0.91%) SaltStack
11 2 (0.91%) SolarWinds
12 1 (0.46%) Atlassian
12 1 (0.46%) Kaspersky