The following table provides summary statistics for permanent job vacancies with a requirement for Graphite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Graphite over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Graphite
UK
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 784 849 842
Rank change year-on-year +65 -7  
Permanent jobs citing Graphite 90 98 146
As % of all permanent IT jobs advertised in the UK 0.10% 0.099% 0.13%
As % of the Systems Management category 1.15% 1.15% 1.75%
Number of salaries quoted 61 85 74
Median salary £57,500 £62,500 £50,000
Median salary % change year-on-year -8.00% +25.00%  
90% offered a salary of more than £42,500 £37,500 £42,500
10% offered a salary of more than £72,500 £84,000 £73,500
UK excluding London median salary £50,000 £57,500 £44,750
% change year-on-year -13.04% +28.49%  

Graphite is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

Systems Management Skills
UK
Permanent job vacancies with a requirement for systems management skills 7860 8542 8366
As % of all permanent IT job vacancies advertised in the UK 8.85% 8.66% 7.54%
Number of salaries quoted 6346 6947 6601
Median salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00%  
90% offered a salary of more than £35,000 £34,000 £32,500
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London median salary £46,000 £45,000 £44,750
% change year-on-year +2.22% +0.55%  

Graphite
Job Vacancy Trend

The job posting trend of jobs advertised citing Graphite as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

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

Salary trend for Graphite in the UK

Graphite
Salary Histogram

The salary distribution of IT jobs citing Graphite over the 3 months to 22 June 2017.

Salary histogram for Graphite in the UK

Graphite
Top 24 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the UK over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +45 89 £57,500 -8.00% 9
London +51 65 £57,500 -8.00% 4
South East +31 11 £65,000 -
City of London +13 6 £57,500 +23.65%
Middlesex +7 6 - -
East of England +4 6 £70,000 +180.00% 3
Yorkshire -1 4 £40,000 -20.00%
Bedfordshire - 4 £50,000 -
Luton - 4 £50,000 -
Epsom - 3 £65,000 -
Surrey - 3 £65,000 -
West Yorkshire +11 2 £52,133 +26.38%
Berkshire +9 2 £40,000 -38.46%
Reading +8 2 £40,000 -38.46%
Leeds +4 2 £52,133 +26.38%
Sheffield -4 2 £40,000 -20.00%
South Yorkshire -13 2 £40,000 -20.00%
North West -47 2 - -
Cambridgeshire - 2 £70,000 -
Cheshire - 2 - -
Knutsford - 2 - -
Cambridge - 2 £70,000 -
Bristol - 1 £40,000 - 2
South West - 1 £40,000 - 2

For the 6 months to 22 June 2017, IT jobs citing Graphite also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Graphite.

1 139 (73.94%) DevOps
2 135 (71.81%) Linux
3 132 (70.21%) Puppet
4 128 (68.09%) Docker
5 120 (63.83%) Amazon AWS
6 113 (60.11%) Jenkins
7 111 (59.04%) Opscode Chef
8 109 (57.98%) Nagios
9 107 (56.91%) Git (software)
10 106 (56.38%) Ansible
11 103 (54.79%) Python
12 81 (43.09%) Windows
13 79 (42.02%) Microsoft Azure
14 77 (40.96%) Continuous Integration
14 77 (40.96%) Unix
15 74 (39.36%) Continuous Delivery
16 72 (38.30%) Bash Shell
17 70 (37.23%) Configuration Management
18 67 (35.64%) Kubernetes
19 66 (35.11%) Vagrant
20 65 (34.57%) Subversion
21 63 (33.51%) Atlassian Bamboo
22 61 (32.45%) Google
23 60 (31.91%) JIRA
24 59 (31.38%) Elastic Stack
24 59 (31.38%) GoCD
25 58 (30.85%) AppDynamics
26 56 (29.79%) Selenium
26 56 (29.79%) Google Cloud Platform
26 56 (29.79%) CoreOS

Graphite
Co-occurring IT Skills 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 44 (23.40%) Elasticsearch
2 35 (18.62%) Apache
3 24 (12.77%) Tomcat
4 22 (11.70%) nginx
5 21 (11.17%) OpenStack
6 12 (6.38%) CMS
6 12 (6.38%) Umbraco
7 8 (4.26%) IIS
8 5 (2.66%) Apache Spark
8 5 (2.66%) Cloud Foundry
8 5 (2.66%) CloudStack
9 4 (2.13%) WebLogic
10 3 (1.60%) Confluence
10 3 (1.60%) JBoss
11 1 (0.53%) Apache Solr
11 1 (0.53%) MS Exchange
Business Applications
1 1 (0.53%) SAP Oil and Gas
Cloud Services
1 120 (63.83%) Amazon AWS
2 79 (42.02%) Microsoft Azure
3 56 (29.79%) Google Cloud Platform
4 49 (26.06%) CloudBees
5 16 (8.51%) Amazon EC2
6 14 (7.45%) Amazon ELB
6 14 (7.45%) IaaS
7 11 (5.85%) Amazon S3
8 9 (4.79%) Amazon CloudWatch
8 9 (4.79%) AWS CloudFormation
8 9 (4.79%) Datadog
9 7 (3.72%) Slack
10 5 (2.66%) SaaS
11 4 (2.13%) Route 53
12 3 (1.60%) CloudFront
12 3 (1.60%) Oracle CX
12 3 (1.60%) Oracle Service Cloud
12 3 (1.60%) PaaS
13 2 (1.06%) AWS Elastic Beanstalk
13 2 (1.06%) Virtual Private Cloud
Communications & Networking
1 23 (12.23%) Firewall
2 18 (9.57%) DNS
2 18 (9.57%) TCP/IP
3 12 (6.38%) VLAN
4 8 (4.26%) HTTP
5 7 (3.72%) VoIP
5 7 (3.72%) VPN
6 5 (2.66%) DHCP
7 4 (2.13%) LDAP
7 4 (2.13%) SSL
7 4 (2.13%) Wireshark
8 3 (1.60%) BGP
8 3 (1.60%) BIG-IP
8 3 (1.60%) IPsec
8 3 (1.60%) Junos
8 3 (1.60%) MPLS
8 3 (1.60%) OpenVPN
8 3 (1.60%) OSPF
8 3 (1.60%) SNMP
8 3 (1.60%) SSH
Database & Business Intelligence
1 37 (19.68%) MySQL
2 24 (12.77%) Redis
3 22 (11.70%) Apache Cassandra
4 21 (11.17%) PostgreSQL
5 20 (10.64%) NoSQL
6 17 (9.04%) Hadoop
7 16 (8.51%) Big Data
7 16 (8.51%) MongoDB
7 16 (8.51%) SQL Server
8 15 (7.98%) InfluxDB
9 7 (3.72%) HBase
10 6 (3.19%) Amazon RDS
11 5 (2.66%) Apache Hive
11 5 (2.66%) MariaDB
12 3 (1.60%) Event Store
12 3 (1.60%) Oracle Database
12 3 (1.60%) Relational Database
12 3 (1.60%) Riak
13 2 (1.06%) GIS
13 2 (1.06%) SQL Server 2012
Development Applications
1 113 (60.11%) Jenkins
2 107 (56.91%) Git (software)
3 66 (35.11%) Vagrant
4 65 (34.57%) Subversion
5 63 (33.51%) Atlassian Bamboo
6 60 (31.91%) JIRA
7 59 (31.38%) GoCD
8 56 (29.79%) Selenium
9 55 (29.26%) HP UFT
9 55 (29.26%) Maven
9 55 (29.26%) Team Foundation Server
10 52 (27.66%) Octopus Deploy
11 50 (26.60%) TeamCity
12 49 (26.06%) ClearCase
13 40 (21.28%) GitLab
14 26 (13.83%) Hudson
15 25 (13.30%) AnthillPro
15 25 (13.30%) CruiseControl
15 25 (13.30%) IBM UrbanCode
16 6 (3.19%) Ant
General
1 12 (6.38%) Marketing
2 11 (5.85%) Telecoms
3 8 (4.26%) Finance
4 7 (3.72%) Banking
5 5 (2.66%) Games
6 4 (2.13%) Front Office
6 4 (2.13%) Investment Banking
6 4 (2.13%) Retail
7 1 (0.53%) Electronics
7 1 (0.53%) French Language
7 1 (0.53%) German Language
7 1 (0.53%) Manufacturing
7 1 (0.53%) Publishing
Job Titles
1 57 (30.32%) Consultant
2 52 (27.66%) DevOps Engineer
3 41 (21.81%) DevOps Consultant
4 19 (10.11%) Developer
5 17 (9.04%) Linux Engineer
6 16 (8.51%) .NET Developer
6 16 (8.51%) AWS Engineer
7 11 (5.85%) Applications Consultant
7 11 (5.85%) AWS DevOps
8 10 (5.32%) Applications Support
8 10 (5.32%) Infrastructure Engineer
8 10 (5.32%) Senior DevOps
9 9 (4.79%) AWS DevOps Engineer
9 9 (4.79%) Linux/Unix DevOps
9 9 (4.79%) Systems Administrator
10 8 (4.26%) Administrator
10 8 (4.26%) IT Engineer
10 8 (4.26%) Senior Consultant
10 8 (4.26%) Senior DevOps Consultant
11 7 (3.72%) Support Engineer
Libraries, Frameworks & Software Standards
1 59 (31.38%) Elastic Stack
2 33 (17.55%) Sensu
3 30 (15.96%) RabbitMQ
4 28 (14.89%) LAMP
5 22 (11.70%) .NET
6 20 (10.64%) AngularJS
7 17 (9.04%) Web Services
8 16 (8.51%) ASP.NET
8 16 (8.51%) LEMP Stack
9 15 (7.98%) ASP.NET MVC
10 14 (7.45%) LAPP Stack
11 12 (6.38%) PhoneGap
11 12 (6.38%) SignalR
11 12 (6.38%) WebSockets
12 9 (4.79%) HTML
12 9 (4.79%) Kafka
13 8 (4.26%) CSS
13 8 (4.26%) Node.js
13 8 (4.26%) RESTful
14 6 (3.19%) ZeroMQ
Miscellaneous
1 25 (13.30%) Computer Science
1 25 (13.30%) Data Centre
2 16 (8.51%) Analytical Skills
3 14 (7.45%) User Experience
4 12 (6.38%) Greenfield Project
5 6 (3.19%) Fintech
6 5 (2.66%) Private Cloud
7 4 (2.13%) Derivative
7 4 (2.13%) Fixed Income
7 4 (2.13%) iPad
8 3 (1.60%) Clustering
8 3 (1.60%) Foreign Exchange (FX)
8 3 (1.60%) NHS
9 2 (1.06%) Contactless
9 2 (1.06%) Cyberthreat
9 2 (1.06%) Hybrid Cloud
9 2 (1.06%) Mobile App
10 1 (0.53%) Linux Command Line
10 1 (0.53%) Public Cloud
10 1 (0.53%) Smart Home
Operating Systems
1 135 (71.81%) Linux
2 81 (43.09%) Windows
3 77 (40.96%) Unix
4 56 (29.79%) CoreOS
5 20 (10.64%) CentOS
6 15 (7.98%) Debian
7 14 (7.45%) Ubuntu
8 10 (5.32%) VMS
9 8 (4.26%) Windows Server
10 6 (3.19%) Windows Server 2012
11 5 (2.66%) Solaris
11 5 (2.66%) Windows Server 2008
12 4 (2.13%) SUSE
13 3 (1.60%) Oracle Linux
14 2 (1.06%) Windows 10
14 2 (1.06%) Windows 7
15 1 (0.53%) Red Hat Enterprise Linux
Processes & Methodologies
1 139 (73.94%) DevOps
2 77 (40.96%) Continuous Integration
3 74 (39.36%) Continuous Delivery
4 70 (37.23%) Configuration Management
5 49 (26.06%) Agile Software Development
6 39 (20.74%) SDLC
7 30 (15.96%) Mathematics
8 27 (14.36%) High Availability
9 25 (13.30%) Release Automation
10 19 (10.11%) Continuous Deployment
10 19 (10.11%) E-Commerce
11 18 (9.57%) Multithreading
12 17 (9.04%) Open Source
13 15 (7.98%) MVC
13 15 (7.98%) Software Engineering
14 14 (7.45%) Scrum
15 13 (6.91%) Task Automation
16 11 (5.85%) Test Automation
17 9 (4.79%) Load Balancing
17 9 (4.79%) TDD
Programming Languages
1 103 (54.79%) Python
2 72 (38.30%) Bash Shell
3 49 (26.06%) Ruby
4 42 (22.34%) PowerShell
5 41 (21.81%) Java
6 30 (15.96%) SQL
7 27 (14.36%) C#
8 21 (11.17%) Perl
9 17 (9.04%) JavaScript
10 12 (6.38%) Groovy
10 12 (6.38%) TypeScript
11 9 (4.79%) Erlang
11 9 (4.79%) Scala
12 7 (3.72%) PHP
13 4 (2.13%) Shell Script
14 3 (1.60%) Clojure
14 3 (1.60%) Jython
15 2 (1.06%) C
15 2 (1.06%) Go
16 1 (0.53%) F#
Qualifications
1 54 (28.72%) Degree
2 21 (11.17%) Computer Science Degree
3 11 (5.85%) Master's Degree
4 4 (2.13%) AWS Certification
5 3 (1.60%) CISSP
6 2 (1.06%) CCNA
6 2 (1.06%) CEH
6 2 (1.06%) Cisco Certification
6 2 (1.06%) GCIA
7 1 (0.53%) ITIL Certification
7 1 (0.53%) ITIL Foundation Certificate
7 1 (0.53%) MCP
7 1 (0.53%) MCSE
7 1 (0.53%) Microsoft Certification
7 1 (0.53%) RHCE
Quality Assurance & Compliance
1 6 (3.19%) GCP
1 6 (3.19%) QA
System Software
1 128 (68.09%) Docker
2 27 (14.36%) VMware Infrastructure
3 16 (8.51%) Xen
4 11 (5.85%) Virtual Machines
5 9 (4.79%) KVM
5 9 (4.79%) LXC
6 7 (3.72%) Varnish
7 6 (3.19%) Active Directory
7 6 (3.19%) Apache ZooKeeper
7 6 (3.19%) HDFS
8 3 (1.60%) OpenSSH
8 3 (1.60%) VirtualBox
9 1 (0.53%) NFS
9 1 (0.53%) PowerDNS
9 1 (0.53%) vSphere
Systems Management
1 132 (70.21%) Puppet
2 111 (59.04%) Opscode Chef
3 109 (57.98%) Nagios
4 106 (56.38%) Ansible
5 67 (35.64%) Kubernetes
6 43 (22.87%) Grafana
7 36 (19.15%) logstash
8 28 (14.89%) Terraform
9 25 (13.30%) CA Service Virtualization
10 24 (12.77%) Kibana
11 21 (11.17%) Graylog
12 19 (10.11%) ZABBIX
13 18 (9.57%) Mesos
13 18 (9.57%) Salt
14 14 (7.45%) HAProxy
14 14 (7.45%) Riemann
15 11 (5.85%) Munin
16 9 (4.79%) Cacti
16 9 (4.79%) Ganglia
16 9 (4.79%) Packer
Vendors
1 61 (32.45%) Google
2 58 (30.85%) AppDynamics
3 56 (29.79%) New Relic
4 46 (24.47%) Dynatrace
5 38 (20.21%) SaltStack
6 31 (16.49%) VMware
7 29 (15.43%) XebiaLabs
8 25 (13.30%) CA
8 25 (13.30%) IBM
9 17 (9.04%) Splunk
10 16 (8.51%) Oracle
11 12 (6.38%) Red Hat
12 9 (4.79%) Cisco
12 9 (4.79%) Rackspace
13 6 (3.19%) Cloudera
13 6 (3.19%) Juniper
14 4 (2.13%) Huawei
15 3 (1.60%) Citrix
15 3 (1.60%) Microsoft
15 3 (1.60%) Sun
Bristol, Avon
Novate IT Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 8 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £40000 - £48000 per annum + substantial benefits
Posted: 8 hours ago
London
Huntress Search Ltd - IT Recruitment
Posted: Yesterday
West London
YOOX NET-A-PORTER GROUP
Salary: Competitive
Posted: 2 days ago
Edinburgh, Midlothian
Experis Ltd
Salary: £30000.00 - £35000.00 per annum
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £75,000 per annum Bonus + Bens
Posted: 3 days ago
St. Albans, Hertfordshire
Client Server
Salary: £35k to £50k + benefits
Posted: 6 days ago
St. Albans
Client Server
Salary: £40000 - £70000 per annum + benefits
Posted: 13 days ago
St Albans
Client Server
Salary: £35,000 to £50,000 + benefits
Posted: 21 days ago