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 30 April 2017 with a comparison to the same period in the previous 2 years.

Graphite
UK
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 808 868 883
Rank change year-on-year +60 +15  
Permanent jobs citing Graphite 66 92 105
As % of all permanent IT jobs advertised in the UK 0.077% 0.089% 0.095%
As % of the Systems Management category 0.90% 1.05% 1.26%
Number of salaries quoted 60 84 57
Median salary £47,500 £57,500 £55,000
Median salary % change year-on-year -17.39% +4.54%  
90% offered a salary of more than £37,500 £50,000 £47,500
10% offered a salary of more than £75,250 £85,000 £67,500
UK excluding London median salary £41,250 £51,250 £50,750
% change year-on-year -19.51% +0.98%  

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 7319 8729 8361
As % of all permanent IT job vacancies advertised in the UK 8.54% 8.45% 7.56%
Number of salaries quoted 5867 7056 6610
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% -  
90% offered a salary of more than £35,000 £32,500 £32,000
10% offered a salary of more than £80,000 £70,000 £72,500
UK excluding London median salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.29%  

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 30 April 2017.

Salary histogram for Graphite in the UK

Graphite
Top 26 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 30 April 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 +77 65 £47,500 -17.39% 13
London +67 48 £51,000 -21.53% 2
Manchester -18 5 £35,000 -44.00%
North West -25 5 £35,000 -44.00%
South East +64 4 £65,000 +15.55% 1
Stockport - 4 £35,000 -
City of London +24 3 £54,750 -35.58%
East of England - 3 £48,750 - 6
Middlesex - 3 - - 1
South West +25 2 £57,500 +27.77% 1
West Midlands +22 2 £45,000 -28.00%
Worcestershire - 2 £45,000 -
St Albans - 2 £48,750 - 4
Hertfordshire - 2 £48,750 - 4
Worcester - 2 £45,000 -
Ruislip - 2 £37,500 -
Bristol +4 1 £40,000 -11.11% 1
Yorkshire -1 1 £40,000 -20.00% 3
Sheffield -3 1 £40,000 -20.00% 3
South Yorkshire -8 1 £40,000 -20.00% 3
Surrey - 1 £65,000 -
Cambridgeshire - 1 - -
Gloucestershire - 1 £75,000 -
Cambridge - 1 - -
Epsom - 1 £65,000 -
Gloucester - 1 £75,000 -

For the 6 months to 30 April 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.

1 151 (70.23%) DevOps
2 138 (64.19%) Puppet
3 132 (61.40%) Amazon AWS
4 130 (60.47%) Linux
5 125 (58.14%) Opscode Chef
6 120 (55.81%) Jenkins
6 120 (55.81%) Docker
6 120 (55.81%) Nagios
7 118 (54.88%) Python
7 118 (54.88%) Ansible
8 113 (52.56%) Git (software)
9 94 (43.72%) Microsoft Azure
10 88 (40.93%) Continuous Integration
11 83 (38.60%) Configuration Management
12 80 (37.21%) Continuous Delivery
13 79 (36.74%) Vagrant
13 79 (36.74%) Google
14 77 (35.81%) Unix
15 76 (35.35%) Bash Shell
15 76 (35.35%) AppDynamics
16 75 (34.88%) Windows
17 74 (34.42%) Elasticsearch
18 73 (33.95%) JIRA
19 71 (33.02%) Atlassian Bamboo
20 70 (32.56%) Subversion
20 70 (32.56%) Elastic Stack
20 70 (32.56%) GoCD
21 67 (31.16%) Selenium
22 66 (30.70%) Team Foundation Server
22 66 (30.70%) HP UFT

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 74 (34.42%) Elasticsearch
2 26 (12.09%) CMS
2 26 (12.09%) Umbraco
3 20 (9.30%) Apache
4 16 (7.44%) OpenStack
4 16 (7.44%) Tomcat
5 11 (5.12%) nginx
6 6 (2.79%) IIS
7 4 (1.86%) WebLogic
8 3 (1.40%) Apache Spark
8 3 (1.40%) Confluence
9 1 (0.47%) Apache Solr
9 1 (0.47%) Cloud Foundry
9 1 (0.47%) MS Exchange
9 1 (0.47%) SAS
Applications
1 1 (0.47%) HipChat
1 1 (0.47%) SPSS
Business Applications
1 6 (2.79%) Remedy ITSM
2 2 (0.93%) SAP Oil and Gas
3 1 (0.47%) Kissmetrics
Cloud Services
1 132 (61.40%) Amazon AWS
2 94 (43.72%) Microsoft Azure
3 63 (29.30%) Google Cloud Platform
4 60 (27.91%) CloudBees
5 13 (6.05%) AWS CloudFormation
6 10 (4.65%) Amazon EC2
7 9 (4.19%) Slack
8 8 (3.72%) Amazon ELB
9 7 (3.26%) Cloud Computing
10 6 (2.79%) SaaS
11 5 (2.33%) Amazon CloudWatch
11 5 (2.33%) Amazon S3
11 5 (2.33%) CloudFront
11 5 (2.33%) Datadog
11 5 (2.33%) IaaS
11 5 (2.33%) Oracle CX
12 3 (1.40%) G Suite
12 3 (1.40%) PaaS
12 3 (1.40%) Virtual Private Cloud
13 2 (0.93%) Heroku
Communications & Networking
1 20 (9.30%) Firewall
2 14 (6.51%) TCP/IP
3 10 (4.65%) SSH
4 7 (3.26%) DNS
5 5 (2.33%) LDAP
5 5 (2.33%) Network Security
5 5 (2.33%) VLAN
5 5 (2.33%) VPN
6 4 (1.86%) HTTP
7 3 (1.40%) Internet
8 2 (0.93%) SSL
9 1 (0.47%) HTTPS
9 1 (0.47%) IPv6
9 1 (0.47%) Kerberos
9 1 (0.47%) VoIP
Database & Business Intelligence
1 39 (18.14%) Redis
2 22 (10.23%) MySQL
3 20 (9.30%) SQL Server
4 17 (7.91%) NoSQL
5 15 (6.98%) Apache Cassandra
6 14 (6.51%) Big Data
6 14 (6.51%) Hadoop
7 13 (6.05%) InfluxDB
8 10 (4.65%) MongoDB
8 10 (4.65%) PostgreSQL
9 7 (3.26%) HBase
10 6 (2.79%) Amazon RDS
11 3 (1.40%) Apache Hive
11 3 (1.40%) OpenStack Swift
11 3 (1.40%) Oracle Database
11 3 (1.40%) Relational Database
12 2 (0.93%) SQL Server 2012
13 1 (0.47%) Couchbase
13 1 (0.47%) Riak
13 1 (0.47%) Sqoop
Development Applications
1 120 (55.81%) Jenkins
2 113 (52.56%) Git (software)
3 79 (36.74%) Vagrant
4 73 (33.95%) JIRA
5 71 (33.02%) Atlassian Bamboo
6 70 (32.56%) GoCD
6 70 (32.56%) Subversion
7 67 (31.16%) Selenium
8 66 (30.70%) HP UFT
8 66 (30.70%) Team Foundation Server
9 61 (28.37%) Octopus Deploy
10 60 (27.91%) ClearCase
11 46 (21.40%) TeamCity
12 42 (19.53%) GitLab
13 38 (17.67%) Maven
14 19 (8.84%) CruiseControl
15 18 (8.37%) Hudson
16 17 (7.91%) AnthillPro
17 12 (5.58%) Travis CI
18 6 (2.79%) Gradle
General
1 11 (5.12%) Banking
1 11 (5.12%) Marketing
2 10 (4.65%) Finance
3 9 (4.19%) Telecoms
4 7 (3.26%) Games
5 6 (2.79%) Retail
6 3 (1.40%) French Language
6 3 (1.40%) German Language
7 2 (0.93%) Electronics
7 2 (0.93%) Front Office
7 2 (0.93%) Investment Banking
7 2 (0.93%) Manufacturing
7 2 (0.93%) Publishing
8 1 (0.47%) Advertising
Job Titles
1 72 (33.49%) Consultant
2 49 (22.79%) DevOps Engineer
3 47 (21.86%) DevOps Consultant
4 40 (18.60%) Developer
5 33 (15.35%) .NET Developer
6 27 (12.56%) Linux Engineer
7 14 (6.51%) Senior Developer
8 13 (6.05%) C# .NET Developer
8 13 (6.05%) C# Developer
8 13 (6.05%) IT Consultant
9 12 (5.58%) Applications Consultant
9 12 (5.58%) Architect
9 12 (5.58%) Automation Consultant
9 12 (5.58%) DevOps Architect
9 12 (5.58%) Senior DevOps
9 12 (5.58%) Systems Administrator
10 11 (5.12%) Administrator
10 11 (5.12%) Linux/Unix DevOps
10 11 (5.12%) Support Engineer
11 10 (4.65%) Azure Engineer
Libraries, Frameworks & Software Standards
1 70 (32.56%) Elastic Stack
2 47 (21.86%) RabbitMQ
3 40 (18.60%) .NET
4 36 (16.74%) AngularJS
5 33 (15.35%) Sensu
6 32 (14.88%) ASP.NET
7 31 (14.42%) PhoneGap
7 31 (14.42%) SignalR
8 29 (13.49%) ASP.NET MVC
9 26 (12.09%) WebSockets
10 25 (11.63%) Web Services
11 13 (6.05%) LAMP
12 8 (3.72%) Node.js
13 7 (3.26%) HTML
13 7 (3.26%) Kafka
13 7 (3.26%) RESTful
14 6 (2.79%) CSS
15 5 (2.33%) LEMP Stack
16 4 (1.86%) ASP.NET Web API
16 4 (1.86%) libvirt
Miscellaneous
1 37 (17.21%) Analytical Skills
2 28 (13.02%) Computer Science
3 26 (12.09%) Data Centre
4 10 (4.65%) User Experience
5 9 (4.19%) Greenfield Project
5 9 (4.19%) iPad
6 6 (2.79%) Cyberthreat
6 6 (2.79%) Fintech
7 4 (1.86%) Client/Server
7 4 (1.86%) Public Cloud
8 3 (1.40%) Spread Betting
9 2 (0.93%) Derivative
9 2 (0.93%) Fixed Income
9 2 (0.93%) Hybrid Cloud
10 1 (0.47%) Digital Media
10 1 (0.47%) Internet of Things
10 1 (0.47%) Management Information System
10 1 (0.47%) NHS
10 1 (0.47%) PKI
10 1 (0.47%) Wiki
Operating Systems
1 130 (60.47%) Linux
2 77 (35.81%) Unix
3 75 (34.88%) Windows
4 64 (29.77%) CoreOS
5 16 (7.44%) Debian
6 15 (6.98%) CentOS
7 12 (5.58%) Ubuntu
8 10 (4.65%) Windows Server
9 8 (3.72%) VMS
10 7 (3.26%) Windows Server 2012
11 6 (2.79%) Windows Server 2008
12 5 (2.33%) Oracle Linux
13 4 (1.86%) SUSE
14 2 (0.93%) Solaris
15 1 (0.47%) Mesosphere
15 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 151 (70.23%) DevOps
2 88 (40.93%) Continuous Integration
3 83 (38.60%) Configuration Management
4 80 (37.21%) Continuous Delivery
5 56 (26.05%) SDLC
6 48 (22.33%) Agile Software Development
7 39 (18.14%) Continuous Deployment
7 39 (18.14%) High Availability
8 36 (16.74%) Mathematics
9 35 (16.28%) Software Engineering
10 29 (13.49%) Multithreading
10 29 (13.49%) MVC
11 27 (12.56%) Scrum
12 24 (11.16%) E-Commerce
13 20 (9.30%) Open Source
14 12 (5.58%) Web Development
15 11 (5.12%) OWASP
16 10 (4.65%) Auto-Scaling
17 8 (3.72%) Analytics
17 8 (3.72%) SIEM
Programming Languages
1 118 (54.88%) Python
2 76 (35.35%) Bash Shell
3 61 (28.37%) PowerShell
4 55 (25.58%) Java
5 49 (22.79%) Ruby
6 45 (20.93%) C#
7 36 (16.74%) SQL
8 28 (13.02%) TypeScript
9 19 (8.84%) Groovy
10 17 (7.91%) Perl
11 12 (5.58%) JavaScript
12 11 (5.12%) PHP
13 8 (3.72%) Shell Script
14 7 (3.26%) Scala
15 3 (1.40%) Erlang
15 3 (1.40%) Go
15 3 (1.40%) Jython
16 2 (0.93%) C
16 2 (0.93%) Clojure
17 1 (0.47%) CoffeeScript
Qualifications
1 60 (27.91%) Degree
2 5 (2.33%) CISSP
3 3 (1.40%) MCP
3 3 (1.40%) MCSE
3 3 (1.40%) Microsoft Certification
4 2 (0.93%) CEH
4 2 (0.93%) GCIA
5 1 (0.47%) ITIL Certification
5 1 (0.47%) ITIL Foundation Certificate
5 1 (0.47%) RHCE
Quality Assurance & Compliance
1 3 (1.40%) GCP
2 1 (0.47%) GDPR
2 1 (0.47%) QA
System Software
1 120 (55.81%) Docker
2 26 (12.09%) VMware Infrastructure
3 12 (5.58%) Xen
4 11 (5.12%) KVM
5 10 (4.65%) Active Directory
5 10 (4.65%) OpenSSH
6 8 (3.72%) Virtual Machines
7 5 (2.33%) LXC
8 4 (1.86%) HDFS
8 4 (1.86%) VirtualBox
9 3 (1.40%) Apache ZooKeeper
9 3 (1.40%) Varnish
10 1 (0.47%) NFS
10 1 (0.47%) PowerDNS
10 1 (0.47%) VMware ESXi
10 1 (0.47%) vSphere
10 1 (0.47%) XenServer
Systems Management
1 138 (64.19%) Puppet
2 125 (58.14%) Opscode Chef
3 120 (55.81%) Nagios
4 118 (54.88%) Ansible
5 64 (29.77%) Kubernetes
6 63 (29.30%) Grafana
7 33 (15.35%) Kibana
8 31 (14.42%) logstash
9 20 (9.30%) Salt
10 17 (7.91%) CA Service Virtualization
11 16 (7.44%) Mesos
11 16 (7.44%) Terraform
11 16 (7.44%) ZABBIX
12 13 (6.05%) Nmap
13 12 (5.58%) Riemann
14 9 (4.19%) Ganglia
14 9 (4.19%) Prometheus
15 8 (3.72%) Cacti
15 8 (3.72%) HAProxy
15 8 (3.72%) Packer
Vendors
1 79 (36.74%) Google
2 76 (35.35%) AppDynamics
3 60 (27.91%) New Relic
4 49 (22.79%) Dynatrace
5 28 (13.02%) Oracle
5 28 (13.02%) VMware
6 27 (12.56%) SaltStack
7 23 (10.70%) CA
7 23 (10.70%) IBM
8 17 (7.91%) Splunk
9 13 (6.05%) Red Hat
10 8 (3.72%) Rackspace
11 7 (3.26%) HP
12 6 (2.79%) BMC
12 6 (2.79%) Cloudera
12 6 (2.79%) LogRhythm
12 6 (2.79%) Remedy
12 6 (2.79%) ServiceNow
13 5 (2.33%) Sun
14 4 (1.86%) Cisco
Luton, Bedfordshire
Tui (Ip) Ltd
Salary: Competitive
Posted: 3 days ago
Sheffield, South Yorkshire
The Floow
Posted: 2 days ago
Middlesex
EF English Live
Posted: 5 days ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 6 days ago
Bristol, Avon
Novate IT Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 6 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 10 days ago
St. Albans, Hertfordshire
Client Server
Salary: £40k to £70k + benefits
Posted: 4 days ago
St. Albans
Client Server
Salary: £40000 - £70000 per annum + benefits
Posted: 5 days ago
Sheffield
Affecto
Posted: 10 days ago
Sheffield, South Yorkshire
Sky Betting and Gaming
Salary: excellent benefits and bonus!
Posted: 17 days ago
St. Albans
Client Server
Salary: £35,000 to £50,000 + benefits
Posted: 12 days ago
London
Salmon Ltd
Salary: Unspecified
Posted: 19 days ago
St. Albans
Client Server
Salary: £35000 - £50000 per annum + benefits
Posted: 18 days ago