Period
to 22 August 2017

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 6 months to 22 August 2017 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
22 Aug 2017
Same period 2016 Same period 2015
Rank 1050 1078 1042
Rank change year-on-year +28 -36 +50
Permanent jobs citing Graphite 137 162 272
As % of all permanent IT jobs advertised in the UK 0.078% 0.082% 0.12%
As % of the Systems Management category 0.89% 0.96% 1.64%
Number of salaries quoted 104 133 156
UK median annual salary £57,500 £60,000 £55,000
Median salary % change year-on-year -4.17% +9.09% -8.33%
10th Percentile £33,750 £36,500 £41,250
90th Percentile £78,000 £82,500 £77,500
UK excluding London median annual salary £50,000 £57,500 £44,750
% change year-on-year -13.04% +28.49% +5.29%

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 15399 16937 16595
As % of all permanent IT jobs advertised in the UK 8.75% 8.60% 7.61%
Number of salaries quoted 12448 13789 13253
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £30,500 £30,625 £29,597
90th Percentile £82,500 £76,250 £72,500
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

Graphite
Job Vacancy Trend

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

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 6 months to 22 August 2017.

Salary histogram for Graphite in the UK

Graphite
Top 10 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 6 months to 22 August 2017. 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
England +39 131 £57,500 -4.96% 10
London +50 96 £57,500 -8.00% 1
UK excluding London +7 40 £50,000 -13.04% 9
East of England +7 13 £70,000 +180.00% 4
South East +62 11 £65,000 +13.04% 3
North of England -39 10 £40,000 -20.00% 2
Scotland +13 5 £41,250 -
Yorkshire +6 5 £40,000 -20.00% 2
North West -33 5 £35,000 -44.00%
South West - 1 £40,000 -

For the 6 months to 22 August 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.

1 117 (85.40%) Linux
2 105 (76.64%) DevOps
3 104 (75.91%) Puppet
4 98 (71.53%) Docker
5 88 (64.23%) Amazon AWS
6 81 (59.12%) Python
7 79 (57.66%) Jenkins
7 79 (57.66%) Opscode Chef
8 75 (54.74%) Ansible
9 74 (54.01%) Git (software)
10 71 (51.82%) Nagios
11 60 (43.80%) Bash Shell
12 58 (42.34%) Continuous Delivery
13 57 (41.61%) Windows
14 55 (40.15%) Unix
14 55 (40.15%) Microsoft Azure
15 49 (35.77%) Agile Software Development
15 49 (35.77%) Continuous Integration
16 47 (34.31%) Google
17 44 (32.12%) Vagrant
17 44 (32.12%) Subversion
18 42 (30.66%) Atlassian Bamboo
18 42 (30.66%) Apache
18 42 (30.66%) Configuration Management
19 41 (29.93%) Degree
19 41 (29.93%) Ruby
19 41 (29.93%) New Relic
19 41 (29.93%) CoreOS
20 40 (29.20%) Kubernetes
20 40 (29.20%) Google Cloud Platform

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 (30.66%) Apache
2 29 (21.17%) nginx
3 27 (19.71%) Tomcat
4 23 (16.79%) OpenStack
5 15 (10.95%) Elasticsearch
6 9 (6.57%) Apache Spark
7 8 (5.84%) IIS
8 6 (4.38%) Cloud Foundry
8 6 (4.38%) CloudStack
9 5 (3.65%) JBoss
10 2 (1.46%) CMS
10 2 (1.46%) Confluence
11 1 (0.73%) WebLogic
Applications
1 4 (2.92%) Microsoft Excel
Cloud Services
1 88 (64.23%) Amazon AWS
2 55 (40.15%) Microsoft Azure
3 40 (29.20%) Google Cloud Platform
4 34 (24.82%) CloudBees
5 20 (14.60%) IaaS
6 19 (13.87%) Amazon CloudWatch
7 14 (10.22%) Amazon EC2
7 14 (10.22%) Amazon ELB
8 13 (9.49%) AWS CloudFormation
9 10 (7.30%) Amazon S3
10 5 (3.65%) Route 53
11 4 (2.92%) Datadog
12 3 (2.19%) Akamai
12 3 (2.19%) Fastly
12 3 (2.19%) PaaS
13 2 (1.46%) Amazon Kinesis
13 2 (1.46%) GitHub
13 2 (1.46%) SaaS
14 1 (0.73%) G Suite
14 1 (0.73%) Trello
Communications & Networking
1 25 (18.25%) Firewall
2 21 (15.33%) DNS
3 13 (9.49%) TCP/IP
3 13 (9.49%) VLAN
4 11 (8.03%) VPN
5 9 (6.57%) HTTP
6 8 (5.84%) SSL
6 8 (5.84%) VoIP
7 7 (5.11%) DHCP
8 5 (3.65%) IPsec
8 5 (3.65%) OSPF
8 5 (3.65%) SMS
9 4 (2.92%) BGP
9 4 (2.92%) BIG-IP
9 4 (2.92%) Junos
9 4 (2.92%) MPLS
9 4 (2.92%) OpenVPN
9 4 (2.92%) SNMP
9 4 (2.92%) Wireshark
10 2 (1.46%) Asterisk PBX
Database & Business Intelligence
1 37 (27.01%) MySQL
2 23 (16.79%) PostgreSQL
3 22 (16.06%) Apache Cassandra
4 19 (13.87%) MongoDB
5 18 (13.14%) Redis
6 14 (10.22%) NoSQL
7 12 (8.76%) InfluxDB
8 9 (6.57%) Apache Hive
9 8 (5.84%) Big Data
10 7 (5.11%) Hadoop
11 6 (4.38%) MariaDB
12 5 (3.65%) SQL Server
13 4 (2.92%) Amazon RDS
13 4 (2.92%) Berkeley DB
14 3 (2.19%) Event Store
14 3 (2.19%) Riak
15 2 (1.46%) GIS
15 2 (1.46%) Relational Database
16 1 (0.73%) Amazon DynamoDB
16 1 (0.73%) SQL Server 2012
Development Applications
1 79 (57.66%) Jenkins
2 74 (54.01%) Git (software)
3 44 (32.12%) Subversion
3 44 (32.12%) Vagrant
4 42 (30.66%) Atlassian Bamboo
5 38 (27.74%) Maven
5 38 (27.74%) TeamCity
6 37 (27.01%) GoCD
6 37 (27.01%) Octopus Deploy
7 36 (26.28%) JIRA
8 34 (24.82%) ClearCase
8 34 (24.82%) HP UFT
8 34 (24.82%) Selenium
8 34 (24.82%) Team Foundation Server
9 25 (18.25%) GitLab
10 19 (13.87%) AnthillPro
10 19 (13.87%) CruiseControl
10 19 (13.87%) Hudson
10 19 (13.87%) IBM UrbanCode
11 8 (5.84%) CircleCI
General
1 13 (9.49%) Finance
2 10 (7.30%) Telecoms
3 8 (5.84%) Marketing
4 5 (3.65%) Banking
4 5 (3.65%) Front Office
4 5 (3.65%) Investment Banking
5 3 (2.19%) Games
5 3 (2.19%) Publishing
6 2 (1.46%) Retail
7 1 (0.73%) Law
Job Titles
1 45 (32.85%) DevOps Engineer
2 35 (25.55%) Consultant
3 24 (17.52%) DevOps Consultant
4 17 (12.41%) Infrastructure Engineer
5 16 (11.68%) AWS Engineer
6 9 (6.57%) Developer
6 9 (6.57%) Software Engineer
7 8 (5.84%) Linux Engineer
8 7 (5.11%) Administrator
8 7 (5.11%) Applications Consultant
8 7 (5.11%) Systems Administrator
9 6 (4.38%) Architect
9 6 (4.38%) AWS Architect
9 6 (4.38%) AWS DevOps
9 6 (4.38%) AWS DevOps Engineer
9 6 (4.38%) Infrastructure Architect
9 6 (4.38%) Linux/Unix DevOps
10 5 (3.65%) Applications Support
10 5 (3.65%) Senior DevOps
11 4 (2.92%) Support Specialist
Libraries, Frameworks & Software Standards
1 38 (27.74%) Elastic Stack
2 34 (24.82%) Sensu
3 29 (21.17%) LAMP
4 20 (14.60%) LEMP Stack
5 18 (13.14%) LAPP Stack
6 16 (11.68%) RabbitMQ
7 15 (10.95%) AngularJS
8 12 (8.76%) Kafka
9 11 (8.03%) Web Services
10 10 (7.30%) CSS
10 10 (7.30%) HTML
11 9 (6.57%) .NET
11 9 (6.57%) Angular 2
11 9 (6.57%) Node.js
11 9 (6.57%) ZeroMQ
12 8 (5.84%) ActiveMQ
12 8 (5.84%) RESTful
13 5 (3.65%) React
14 4 (2.92%) Protocol Buffers
14 4 (2.92%) REST
Miscellaneous
1 20 (14.60%) Computer Science
2 13 (9.49%) Data Centre
3 11 (8.03%) User Experience
4 9 (6.57%) Derivative
4 9 (6.57%) Fixed Income
5 7 (5.11%) Greenfield Project
6 6 (4.38%) Private Cloud
7 4 (2.92%) Clustering
7 4 (2.92%) Interest Rate Derivative
8 3 (2.19%) Foreign Exchange (FX)
8 3 (2.19%) Linux Command Line
8 3 (2.19%) Mobile App
8 3 (2.19%) NHS
9 2 (1.46%) Analytical Skills
9 2 (1.46%) Contactless
9 2 (1.46%) Hybrid Cloud
10 1 (0.73%) Digital Media
10 1 (0.73%) Internet of Things
10 1 (0.73%) Public Cloud
10 1 (0.73%) Smart Home
Operating Systems
1 117 (85.40%) Linux
2 57 (41.61%) Windows
3 55 (40.15%) Unix
4 41 (29.93%) CoreOS
5 22 (16.06%) CentOS
6 18 (13.14%) Debian
7 17 (12.41%) Ubuntu
8 9 (6.57%) VMS
9 6 (4.38%) Red Hat Enterprise Linux
10 5 (3.65%) SUSE
11 4 (2.92%) openSUSE
11 4 (2.92%) Solaris
12 2 (1.46%) FreeBSD
12 2 (1.46%) Mac OS
12 2 (1.46%) Windows 10
12 2 (1.46%) Windows 7
12 2 (1.46%) Windows Server 2012
13 1 (0.73%) Windows Server
13 1 (0.73%) Windows Server 2008
Processes & Methodologies
1 105 (76.64%) DevOps
2 58 (42.34%) Continuous Delivery
3 49 (35.77%) Agile Software Development
3 49 (35.77%) Continuous Integration
4 42 (30.66%) Configuration Management
5 25 (18.25%) Mathematics
6 19 (13.87%) Release Automation
7 18 (13.14%) E-Commerce
7 18 (13.14%) SDLC
8 13 (9.49%) Task Automation
9 12 (8.76%) Open Source
9 12 (8.76%) Software Engineering
9 12 (8.76%) Test Automation
10 10 (7.30%) Auto-Scaling
10 10 (7.30%) Load Balancing
10 10 (7.30%) Microservices
10 10 (7.30%) Scrum
10 10 (7.30%) TDD
11 9 (6.57%) High Availability
11 9 (6.57%) Kanban
Programming Languages
1 81 (59.12%) Python
2 60 (43.80%) Bash Shell
3 41 (29.93%) Ruby
4 27 (19.71%) Java
5 26 (18.98%) Perl
6 22 (16.06%) JavaScript
6 22 (16.06%) PowerShell
7 15 (10.95%) SQL
8 9 (6.57%) C#
8 9 (6.57%) Erlang
9 8 (5.84%) Scala
10 7 (5.11%) Groovy
10 7 (5.11%) PHP
11 4 (2.92%) C++
11 4 (2.92%) VBA
12 3 (2.19%) Clojure
12 3 (2.19%) Go
13 2 (1.46%) TypeScript
14 1 (0.73%) Shell Script
Qualifications
1 41 (29.93%) Degree
2 15 (10.95%) Computer Science Degree
3 8 (5.84%) Master's Degree
4 6 (4.38%) CCNA
4 6 (4.38%) Cisco Certification
5 4 (2.92%) AWS Certification
6 1 (0.73%) ITIL Certification
6 1 (0.73%) ITIL Foundation Certificate
6 1 (0.73%) RHCE
Quality Assurance & Compliance
1 6 (4.38%) QA
2 5 (3.65%) GCP
3 1 (0.73%) SLA
System Software
1 98 (71.53%) Docker
2 18 (13.14%) VMware Infrastructure
3 14 (10.22%) Xen
4 13 (9.49%) LXC
5 10 (7.30%) Varnish
5 10 (7.30%) Virtual Machines
6 6 (4.38%) Apache ZooKeeper
7 5 (3.65%) HDFS
8 4 (2.92%) KVM
8 4 (2.92%) VirtualBox
9 1 (0.73%) Active Directory
9 1 (0.73%) NFS
9 1 (0.73%) OpenAM
9 1 (0.73%) VMware ESXi
9 1 (0.73%) vSphere
Systems Management
1 104 (75.91%) Puppet
2 79 (57.66%) Opscode Chef
3 75 (54.74%) Ansible
4 71 (51.82%) Nagios
5 40 (29.20%) Kubernetes
6 34 (24.82%) Terraform
7 33 (24.09%) Grafana
8 32 (23.36%) logstash
9 22 (16.06%) ZABBIX
10 21 (15.33%) Graylog
11 19 (13.87%) CA Service Virtualization
12 18 (13.14%) HAProxy
13 15 (10.95%) Kibana
13 15 (10.95%) Munin
13 15 (10.95%) Salt
14 11 (8.03%) Cacti
14 11 (8.03%) Packer
15 10 (7.30%) Icinga
15 10 (7.30%) Mesos
16 8 (5.84%) Consul
Vendors
1 47 (34.31%) Google
2 41 (29.93%) New Relic
3 34 (24.82%) AppDynamics
4 33 (24.09%) SaltStack
5 30 (21.90%) Dynatrace
6 23 (16.79%) XebiaLabs
7 21 (15.33%) VMware
8 19 (13.87%) CA
8 19 (13.87%) IBM
9 17 (12.41%) Splunk
10 8 (5.84%) Cisco
11 7 (5.11%) Rackspace
11 7 (5.11%) Red Hat
12 4 (2.92%) Citrix
12 4 (2.92%) F5
12 4 (2.92%) Huawei
12 4 (2.92%) Juniper
13 2 (1.46%) Apple
13 2 (1.46%) Microsoft
13 2 (1.46%) Oracle