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 24 June 2017 with a comparison to the same period in the previous 2 years.

Graphite
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 792 825 825
Rank change year-on-year +33 0  
Permanent jobs citing Graphite 91 98 150
As % of all permanent IT jobs advertised in the UK 0.10% 0.100% 0.14%
As % of the Systems Management category 1.17% 1.15% 1.78%
Number of salaries quoted 62 84 78
Median salary £57,500 £60,500 £53,250
Median salary % change year-on-year -4.95% +13.61%  
90% offered a salary of more than £42,500 £37,500 £42,500
10% offered a salary of more than £72,250 £84,250 £75,750
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 7776 8522 8433
As % of all permanent IT job vacancies advertised in the UK 8.84% 8.65% 7.60%
Number of salaries quoted 6293 6926 6643
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 24 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 24 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 +46 90 £57,500 -5.73% 11
London +47 66 £57,500 -5.73% 5
South East +35 11 £65,000 -
City of London +17 7 £60,000 +24.35% 1
Middlesex +8 6 - -
East of England +3 6 £70,000 +180.00% 4
Yorkshire 0 4 £40,000 -20.00%
Bedfordshire - 4 £50,000 -
Luton - 4 £50,000 -
Epsom - 3 £65,000 -
Surrey - 3 £65,000 -
Berkshire +14 2 £40,000 -38.46%
Reading +13 2 £40,000 -38.46%
West Yorkshire +10 2 £52,133 +26.38%
Leeds +4 2 £52,133 +26.38%
Sheffield -7 2 £40,000 -20.00%
South Yorkshire -7 2 £40,000 -20.00%
Cambridgeshire -8 2 £70,000 -
Cambridge -10 2 £70,000 -
North West -44 2 - -
Cheshire - 2 - -
Knutsford - 2 - -
South West - 1 £40,000 - 2
Bristol - 1 £40,000 - 2

For the 6 months to 24 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.

1 138 (74.19%) DevOps
2 135 (72.58%) Linux
3 130 (69.89%) Puppet
4 128 (68.82%) Docker
5 119 (63.98%) Amazon AWS
6 111 (59.68%) Jenkins
6 111 (59.68%) Opscode Chef
7 109 (58.60%) Nagios
8 106 (56.99%) Git (software)
9 105 (56.45%) Ansible
10 102 (54.84%) Python
11 80 (43.01%) Windows
12 78 (41.94%) Unix
12 78 (41.94%) Microsoft Azure
13 75 (40.32%) Continuous Integration
14 74 (39.78%) Continuous Delivery
15 72 (38.71%) Bash Shell
16 69 (37.10%) Configuration Management
17 66 (35.48%) Vagrant
18 65 (34.95%) Kubernetes
18 65 (34.95%) Subversion
19 63 (33.87%) Atlassian Bamboo
20 60 (32.26%) JIRA
20 60 (32.26%) Google
21 58 (31.18%) AppDynamics
21 58 (31.18%) Elastic Stack
21 58 (31.18%) GoCD
22 56 (30.11%) Selenium
22 56 (30.11%) Google Cloud Platform
22 56 (30.11%) 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 42 (22.58%) Elasticsearch
2 35 (18.82%) Apache
3 24 (12.90%) Tomcat
4 23 (12.37%) nginx
5 21 (11.29%) OpenStack
6 12 (6.45%) CMS
6 12 (6.45%) Umbraco
7 8 (4.30%) IIS
8 5 (2.69%) Apache Spark
8 5 (2.69%) Cloud Foundry
8 5 (2.69%) CloudStack
9 4 (2.15%) WebLogic
10 3 (1.61%) Confluence
10 3 (1.61%) JBoss
11 1 (0.54%) Apache Solr
11 1 (0.54%) MS Exchange
Business Applications
1 1 (0.54%) SAP Oil and Gas
Cloud Services
1 119 (63.98%) Amazon AWS
2 78 (41.94%) Microsoft Azure
3 56 (30.11%) Google Cloud Platform
4 49 (26.34%) CloudBees
5 16 (8.60%) Amazon EC2
6 14 (7.53%) Amazon ELB
6 14 (7.53%) IaaS
7 11 (5.91%) Amazon S3
8 10 (5.38%) Amazon CloudWatch
9 9 (4.84%) AWS CloudFormation
9 9 (4.84%) Datadog
10 6 (3.23%) Slack
11 4 (2.15%) Route 53
11 4 (2.15%) SaaS
12 3 (1.61%) CloudFront
12 3 (1.61%) PaaS
13 2 (1.08%) AWS Elastic Beanstalk
13 2 (1.08%) G Suite
13 2 (1.08%) GitHub
13 2 (1.08%) Virtual Private Cloud
Communications & Networking
1 23 (12.37%) Firewall
2 18 (9.68%) DNS
3 17 (9.14%) TCP/IP
4 12 (6.45%) VLAN
5 8 (4.30%) HTTP
5 8 (4.30%) VPN
6 7 (3.76%) VoIP
7 5 (2.69%) DHCP
7 5 (2.69%) SSL
8 4 (2.15%) LDAP
8 4 (2.15%) Wireshark
9 3 (1.61%) BGP
9 3 (1.61%) BIG-IP
9 3 (1.61%) IPsec
9 3 (1.61%) Junos
9 3 (1.61%) MPLS
9 3 (1.61%) OpenVPN
9 3 (1.61%) OSPF
9 3 (1.61%) SNMP
9 3 (1.61%) SSH
Database & Business Intelligence
1 36 (19.35%) MySQL
2 25 (13.44%) Redis
3 21 (11.29%) Apache Cassandra
3 21 (11.29%) PostgreSQL
4 19 (10.22%) NoSQL
5 17 (9.14%) MongoDB
6 16 (8.60%) SQL Server
7 15 (8.06%) Big Data
7 15 (8.06%) Hadoop
7 15 (8.06%) InfluxDB
8 6 (3.23%) Amazon RDS
8 6 (3.23%) HBase
9 5 (2.69%) Apache Hive
9 5 (2.69%) MariaDB
10 3 (1.61%) Event Store
10 3 (1.61%) Oracle Database
10 3 (1.61%) Relational Database
10 3 (1.61%) Riak
11 2 (1.08%) GIS
11 2 (1.08%) SQL Server 2012
Development Applications
1 111 (59.68%) Jenkins
2 106 (56.99%) Git (software)
3 66 (35.48%) Vagrant
4 65 (34.95%) Subversion
5 63 (33.87%) Atlassian Bamboo
6 60 (32.26%) JIRA
7 58 (31.18%) GoCD
8 56 (30.11%) Selenium
9 55 (29.57%) HP UFT
9 55 (29.57%) Team Foundation Server
10 54 (29.03%) Maven
11 52 (27.96%) Octopus Deploy
12 49 (26.34%) ClearCase
12 49 (26.34%) TeamCity
13 40 (21.51%) GitLab
14 26 (13.98%) Hudson
15 25 (13.44%) AnthillPro
15 25 (13.44%) CruiseControl
15 25 (13.44%) IBM UrbanCode
16 6 (3.23%) CircleCI
General
1 12 (6.45%) Marketing
2 11 (5.91%) Telecoms
3 8 (4.30%) Finance
4 7 (3.76%) Banking
5 5 (2.69%) Games
6 4 (2.15%) Front Office
6 4 (2.15%) Investment Banking
7 3 (1.61%) Retail
8 2 (1.08%) Publishing
9 1 (0.54%) Electronics
9 1 (0.54%) French Language
9 1 (0.54%) German Language
9 1 (0.54%) Manufacturing
Job Titles
1 57 (30.65%) Consultant
2 52 (27.96%) DevOps Engineer
3 41 (22.04%) DevOps Consultant
4 20 (10.75%) Developer
5 17 (9.14%) Linux Engineer
6 16 (8.60%) .NET Developer
6 16 (8.60%) AWS Engineer
7 11 (5.91%) Applications Consultant
7 11 (5.91%) AWS DevOps
8 10 (5.38%) Applications Support
8 10 (5.38%) Infrastructure Engineer
8 10 (5.38%) Senior DevOps
9 9 (4.84%) AWS DevOps Engineer
9 9 (4.84%) Linux/Unix DevOps
10 8 (4.30%) IT Engineer
10 8 (4.30%) Senior Consultant
10 8 (4.30%) Senior DevOps Consultant
10 8 (4.30%) Systems Administrator
11 7 (3.76%) Administrator
11 7 (3.76%) Support Engineer
Libraries, Frameworks & Software Standards
1 58 (31.18%) Elastic Stack
2 33 (17.74%) Sensu
3 30 (16.13%) RabbitMQ
4 27 (14.52%) LAMP
5 22 (11.83%) .NET
6 20 (10.75%) AngularJS
7 16 (8.60%) ASP.NET
7 16 (8.60%) LEMP Stack
7 16 (8.60%) Web Services
8 15 (8.06%) ASP.NET MVC
9 14 (7.53%) LAPP Stack
10 12 (6.45%) PhoneGap
10 12 (6.45%) SignalR
10 12 (6.45%) WebSockets
11 9 (4.84%) HTML
11 9 (4.84%) Kafka
12 8 (4.30%) CSS
12 8 (4.30%) Node.js
13 7 (3.76%) RESTful
14 6 (3.23%) ActiveMQ
Miscellaneous
1 25 (13.44%) Data Centre
2 24 (12.90%) Computer Science
3 14 (7.53%) Analytical Skills
3 14 (7.53%) User Experience
4 11 (5.91%) Greenfield Project
5 5 (2.69%) Fintech
5 5 (2.69%) Private Cloud
6 4 (2.15%) Derivative
6 4 (2.15%) Fixed Income
6 4 (2.15%) iPad
7 3 (1.61%) Clustering
7 3 (1.61%) Foreign Exchange (FX)
7 3 (1.61%) NHS
8 2 (1.08%) Contactless
8 2 (1.08%) Cyberthreat
8 2 (1.08%) Hybrid Cloud
8 2 (1.08%) Mobile App
9 1 (0.54%) Internet of Things
9 1 (0.54%) Linux Command Line
9 1 (0.54%) Smart Home
Operating Systems
1 135 (72.58%) Linux
2 80 (43.01%) Windows
3 78 (41.94%) Unix
4 56 (30.11%) CoreOS
5 19 (10.22%) CentOS
6 15 (8.06%) Debian
7 14 (7.53%) Ubuntu
8 10 (5.38%) VMS
9 8 (4.30%) Windows Server
10 6 (3.23%) Windows Server 2012
11 5 (2.69%) Solaris
11 5 (2.69%) Windows Server 2008
12 4 (2.15%) SUSE
13 2 (1.08%) Oracle Linux
13 2 (1.08%) Windows 10
13 2 (1.08%) Windows 7
14 1 (0.54%) Red Hat Enterprise Linux
Processes & Methodologies
1 138 (74.19%) DevOps
2 75 (40.32%) Continuous Integration
3 74 (39.78%) Continuous Delivery
4 69 (37.10%) Configuration Management
5 49 (26.34%) Agile Software Development
6 39 (20.97%) SDLC
7 30 (16.13%) Mathematics
8 26 (13.98%) High Availability
9 25 (13.44%) Release Automation
10 19 (10.22%) Continuous Deployment
10 19 (10.22%) E-Commerce
11 18 (9.68%) Multithreading
12 17 (9.14%) Open Source
13 15 (8.06%) MVC
13 15 (8.06%) Software Engineering
14 14 (7.53%) Scrum
15 13 (6.99%) Task Automation
16 11 (5.91%) Test Automation
17 9 (4.84%) Load Balancing
17 9 (4.84%) TDD
Programming Languages
1 102 (54.84%) Python
2 72 (38.71%) Bash Shell
3 49 (26.34%) Ruby
4 42 (22.58%) PowerShell
5 39 (20.97%) Java
6 30 (16.13%) SQL
7 27 (14.52%) C#
8 21 (11.29%) Perl
9 17 (9.14%) JavaScript
10 12 (6.45%) Groovy
10 12 (6.45%) TypeScript
11 9 (4.84%) Erlang
11 9 (4.84%) Scala
12 6 (3.23%) PHP
13 3 (1.61%) Clojure
13 3 (1.61%) Jython
13 3 (1.61%) Shell Script
14 2 (1.08%) C
14 2 (1.08%) Go
15 1 (0.54%) CoffeeScript
Qualifications
1 53 (28.49%) Degree
2 21 (11.29%) Computer Science Degree
3 11 (5.91%) Master's Degree
4 4 (2.15%) AWS Certification
5 3 (1.61%) CISSP
6 2 (1.08%) CCNA
6 2 (1.08%) CEH
6 2 (1.08%) Cisco Certification
6 2 (1.08%) GCIA
7 1 (0.54%) ITIL Certification
7 1 (0.54%) ITIL Foundation Certificate
7 1 (0.54%) MCP
7 1 (0.54%) MCSE
7 1 (0.54%) Microsoft Certification
7 1 (0.54%) RHCE
Quality Assurance & Compliance
1 6 (3.23%) GCP
1 6 (3.23%) QA
2 1 (0.54%) SLA
System Software
1 128 (68.82%) Docker
2 27 (14.52%) VMware Infrastructure
3 16 (8.60%) Xen
4 11 (5.91%) Virtual Machines
5 9 (4.84%) LXC
6 8 (4.30%) KVM
6 8 (4.30%) Varnish
7 6 (3.23%) Active Directory
7 6 (3.23%) Apache ZooKeeper
7 6 (3.23%) HDFS
8 3 (1.61%) OpenSSH
8 3 (1.61%) VirtualBox
9 1 (0.54%) NFS
9 1 (0.54%) PowerDNS
9 1 (0.54%) vSphere
Systems Management
1 130 (69.89%) Puppet
2 111 (59.68%) Opscode Chef
3 109 (58.60%) Nagios
4 105 (56.45%) Ansible
5 65 (34.95%) Kubernetes
6 43 (23.12%) Grafana
7 36 (19.35%) logstash
8 29 (15.59%) Terraform
9 25 (13.44%) CA Service Virtualization
10 24 (12.90%) Kibana
11 21 (11.29%) Graylog
12 19 (10.22%) ZABBIX
13 18 (9.68%) Mesos
13 18 (9.68%) Salt
14 14 (7.53%) HAProxy
15 13 (6.99%) Riemann
16 11 (5.91%) Munin
17 9 (4.84%) Cacti
17 9 (4.84%) Ganglia
17 9 (4.84%) Packer
Vendors
1 60 (32.26%) Google
2 58 (31.18%) AppDynamics
3 56 (30.11%) New Relic
4 46 (24.73%) Dynatrace
5 38 (20.43%) SaltStack
6 31 (16.67%) VMware
7 29 (15.59%) XebiaLabs
8 25 (13.44%) CA
8 25 (13.44%) IBM
9 17 (9.14%) Splunk
10 15 (8.06%) Oracle
11 11 (5.91%) Red Hat
12 9 (4.84%) Cisco
12 9 (4.84%) Rackspace
13 6 (3.23%) Juniper
14 5 (2.69%) Cloudera
15 4 (2.15%) Huawei
16 3 (1.61%) Citrix
16 3 (1.61%) F5
16 3 (1.61%) Microsoft
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 9 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £40000 - £48000 per annum + substantial benefits
Posted: Yesterday
St. Albans, Hertfordshire
Client Server
Salary: £40k to £70k + benefits
Posted: Yesterday
Edinburgh, Midlothian
Experis Ltd
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Huntress Search Ltd - IT Recruitment
Posted: 2 days ago
West London
YOOX NET-A-PORTER GROUP
Salary: Competitive
Posted: 4 days ago
Edinburgh, Midlothian
Experis Ltd
Salary: £30000.00 - £35000.00 per annum
Posted: 4 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £75,000 per annum Bonus + Bens
Posted: 5 days ago
St. Albans
Client Server
Salary: £35000 - £50000 per annum + benefits
Posted: 8 days ago
St. Albans
Client Server
Salary: £40000 - £70000 per annum + benefits
Posted: 15 days ago
St Albans
Client Server
Salary: £35,000 to £50,000 + benefits
Posted: 22 days ago