Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 21 October 2017

The following table provides summary statistics for contract job vacancies with a requirement for Redis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Redis over the 6 months to 21 October 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Redis
UK
6 months to
21 Oct 2017		 Same period 2016 Same period 2015
Rank 495 527 582
Rank change year-on-year +32 +55 +15
Contract jobs citing Redis 418 378 326
As % of all contract IT jobs advertised in the UK 0.42% 0.36% 0.29%
As % of the Database & Business Intelligence category 1.90% 1.58% 1.23%
Number of daily rates quoted 311 299 246
UK median daily rate £463 £475 £450
Median daily rate % change year-on-year -2.63% +5.56% +5.88%
10th Percentile £363 £346 £325
90th Percentile £613 £619 £600
UK excluding London median daily rate £413 £405 £450
% change year-on-year +1.85% -10.00% +16.13%
Number of hourly rates quoted 2 0 0
UK median hourly rate £42.50 - -
UK excluding London median hourly rate £42.50 - -

Redis is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 22054 23892 26575
As % of all contract IT jobs advertised in the UK 22.20% 22.50% 23.29%
Number of daily rates quoted 14915 15901 17443
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +3.23%
10th Percentile £308 £281 £263
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 275 393 392
UK median hourly rate £30.00 £29.50 £28.06
Median hourly rate % change year-on-year +1.69% +5.12% +12.25%
10th Percentile £13.69 £11.05 £12.53
90th Percentile £54.50 £49.75 £52.50
UK excluding London median hourly rate £32.50 £28.50 £28.69
% change year-on-year +14.04% -0.66% +27.51%

Redis
Job Vacancy Trend

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

Job vacancy trend for Redis in the UK

Redis
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Redis.

Contractor daily rate trend for Redis in the UK

Redis
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Redis over the 6 months to 21 October 2017.

Contractor daily rate histogram for Redis in the UK

Redis
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Redis.

Contractor hourly rate trend for Redis in the UK

Redis
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Redis within the UK over the 6 months to 21 October 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
England +58 402 £475 - 76
London -8 219 £500 +2.56% 36
UK excluding London +88 197 £413 +1.85% 42
South East +72 111 £454 +6.82% 9
North of England +50 35 £398 -0.63% 12
North West +22 25 £386 -3.44% 2
East of England -5 17 £425 -12.82% 9
Scotland +32 16 £388 - 1
South West +14 10 £401 +14.43% 4
Yorkshire +4 9 £413 +17.86% 10
Midlands +33 8 £425 -22.73% 6
East Midlands -1 7 £391 -28.86% 5
Wales - 2 £401 - 1
North East +68 1 - -
West Midlands +28 1 £425 +6.25% 1

For the 6 months to 21 October 2017, IT contractor jobs citing Redis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Redis.

1 244 (58.37%) Agile Software Development
2 206 (49.28%) Java
3 170 (40.67%) Docker
4 160 (38.28%) Git (software)
5 157 (37.56%) DevOps
6 152 (36.36%) Jenkins
7 148 (35.41%) Amazon AWS
8 134 (32.06%) JavaScript
9 132 (31.58%) Linux
10 129 (30.86%) MongoDB
11 115 (27.51%) Test Automation
12 111 (26.56%) RabbitMQ
13 110 (26.32%) PostgreSQL
14 109 (26.08%) SQL
15 103 (24.64%) TDD
16 98 (23.44%) MySQL
17 97 (23.21%) NoSQL
17 97 (23.21%) Continuous Integration
18 91 (21.77%) Puppet
19 90 (21.53%) Ansible
20 87 (20.81%) Python
21 86 (20.57%) Node.js
22 80 (19.14%) Ruby
23 78 (18.66%) Web Services
24 77 (18.42%) Scrum
25 76 (18.18%) RESTful
26 73 (17.46%) Spring
26 73 (17.46%) React
27 68 (16.27%) Selenium
28 66 (15.79%) Finance

Redis
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 52 (12.44%) Tomcat
2 41 (9.81%) Elasticsearch
3 28 (6.70%) Cloud Foundry
4 26 (6.22%) Confluence
5 25 (5.98%) Apache Spark
6 23 (5.50%) Apache
6 23 (5.50%) JBoss
7 18 (4.31%) nginx
8 15 (3.59%) WebSphere
9 13 (3.11%) Jetty
9 13 (3.11%) WebLogic
10 10 (2.39%) OpenStack
11 5 (1.20%) CMS
11 5 (1.20%) Tornado
12 3 (0.72%) Apache Pig
12 3 (0.72%) Apache Solr
12 3 (0.72%) BizTalk Server
12 3 (0.72%) Drupal
13 2 (0.48%) Alfresco
13 2 (0.48%) Liferay
Business Applications
1 1 (0.24%) Magento
Cloud Services
1 148 (35.41%) Amazon AWS
2 43 (10.29%) GitHub
3 33 (7.89%) Amazon EC2
4 27 (6.46%) Serverless
5 26 (6.22%) Microsoft Azure
6 23 (5.50%) AWS Lambda
7 21 (5.02%) AWS CloudFormation
8 16 (3.83%) PaaS
9 15 (3.59%) Virtual Private Cloud
10 14 (3.35%) Amazon ELB
11 13 (3.11%) Amazon S3
12 12 (2.87%) Sauce Labs
13 11 (2.63%) OpenShift
14 10 (2.39%) Amazon ElastiCache
15 8 (1.91%) Amazon Kinesis
16 7 (1.67%) Route 53
16 7 (1.67%) SaaS
17 6 (1.44%) IaaS
18 5 (1.20%) Datadog
19 3 (0.72%) AWS Elastic Beanstalk
Communications & Networking
1 23 (5.50%) Internet
2 14 (3.35%) HTTP
3 12 (2.87%) AMQP
3 12 (2.87%) Firewall
4 10 (2.39%) TCP/IP
5 5 (1.20%) VPN
6 4 (0.96%) Wireshark
7 3 (0.72%) Ethernet
7 3 (0.72%) MPLS
8 2 (0.48%) ATM
8 2 (0.48%) CTI
8 2 (0.48%) DNS
8 2 (0.48%) LAN
8 2 (0.48%) NetScaler
8 2 (0.48%) Reverse Proxy
8 2 (0.48%) SSH
8 2 (0.48%) SSL
8 2 (0.48%) VoIP
8 2 (0.48%) WAN
9 1 (0.24%) Network Security
Database & Business Intelligence
1 129 (30.86%) MongoDB
2 110 (26.32%) PostgreSQL
3 98 (23.44%) MySQL
4 97 (23.21%) NoSQL
5 63 (15.07%) Relational Database
6 34 (8.13%) SQL Server
7 26 (6.22%) Apache Cassandra
7 26 (6.22%) Big Data
7 26 (6.22%) Hadoop
8 21 (5.02%) Couchbase
9 17 (4.07%) Riak
10 10 (2.39%) RDBMS
11 9 (2.15%) Amazon Redshift
12 7 (1.67%) Amazon DynamoDB
12 7 (1.67%) Neo4j
13 6 (1.44%) HBase
14 5 (1.20%) Amazon RDS
14 5 (1.20%) Apache Hive
14 5 (1.20%) Azure SQL Database
14 5 (1.20%) SQL Server 2012
Development Applications
1 160 (38.28%) Git (software)
2 152 (36.36%) Jenkins
3 68 (16.27%) Selenium
4 53 (12.68%) Cucumber
5 43 (10.29%) JIRA
6 36 (8.61%) Maven
7 35 (8.37%) Bitbucket
8 26 (6.22%) Subversion
9 25 (5.98%) Atlassian Bamboo
9 25 (5.98%) Vagrant
10 23 (5.50%) Appium
11 21 (5.02%) Gradle
12 20 (4.78%) NUnit
13 19 (4.55%) GitLab
13 19 (4.55%) Sonatype Nexus
13 19 (4.55%) WebDriver
14 17 (4.07%) Mocha
15 15 (3.59%) JMeter
16 14 (3.35%) JUnit
16 14 (3.35%) Team Foundation Server
General
1 66 (15.79%) Finance
2 43 (10.29%) Banking
3 16 (3.83%) Investment Banking
4 15 (3.59%) Games
5 14 (3.35%) Retail
6 13 (3.11%) Front Office
7 12 (2.87%) Corporate Banking
8 8 (1.91%) Marketing
8 8 (1.91%) Telecoms
9 7 (1.67%) Financial Institution
10 5 (1.20%) Publishing
11 4 (0.96%) Electronics
11 4 (0.96%) Manufacturing
11 4 (0.96%) Retail Banking
12 2 (0.48%) Advertising
12 2 (0.48%) Aerospace
13 1 (0.24%) International Banking
Job Titles
1 188 (44.98%) Developer
2 111 (26.56%) DevOps Engineer
3 65 (15.55%) Java Developer
4 30 (7.18%) Automation Tester
4 30 (7.18%) Tester
5 28 (6.70%) C# Developer
6 26 (6.22%) JavaScript Developer
6 26 (6.22%) Senior Developer
7 21 (5.02%) Full Stack Developer
8 17 (4.07%) Software Engineer
9 16 (3.83%) .NET Developer
10 15 (3.59%) Senior DevOps
10 15 (3.59%) Senior DevOps Engineer
11 14 (3.35%) AWS DevOps
12 13 (3.11%) Angular Developer
12 13 (3.11%) Linux Engineer
12 13 (3.11%) Node.js Developer
12 13 (3.11%) QA Automation Tester
12 13 (3.11%) QA Tester
12 13 (3.11%) Ruby Developer
Libraries, Frameworks & Software Standards
1 111 (26.56%) RabbitMQ
2 86 (20.57%) Node.js
3 78 (18.66%) Web Services
4 76 (18.18%) RESTful
5 73 (17.46%) React
5 73 (17.46%) Spring
6 62 (14.83%) HTML
7 57 (13.64%) JSON
8 55 (13.16%) REST
9 46 (11.00%) AngularJS
10 45 (10.77%) Kafka
11 42 (10.05%) SOAP
12 39 (9.33%) Hibernate
12 39 (9.33%) HTML5
13 38 (9.09%) .NET
14 36 (8.61%) ActiveMQ
15 35 (8.37%) Express
16 34 (8.13%) CSS
17 33 (7.89%) Spring Boot
18 27 (6.46%) Ruby on Rails
Miscellaneous
1 22 (5.26%) Greenfield Project
2 18 (4.31%) Computer Science
3 17 (4.07%) Mobile App
4 13 (3.11%) Fintech
5 11 (2.63%) Algorithms
6 10 (2.39%) Online Games
6 10 (2.39%) User Experience
7 9 (2.15%) Analytical Skills
7 9 (2.15%) Data Structures
7 9 (2.15%) Foreign Exchange (FX)
8 8 (1.91%) Data Centre
8 8 (1.91%) N-Tier
9 6 (1.44%) Enterprise Software
9 6 (1.44%) Linux Command Line
9 6 (1.44%) Public Cloud
10 5 (1.20%) DataPower
11 4 (0.96%) Derivative
11 4 (0.96%) Smart Meter
12 3 (0.72%) Clustering
12 3 (0.72%) Replication
Operating Systems
1 132 (31.58%) Linux
2 43 (10.29%) Unix
3 41 (9.81%) Red Hat Enterprise Linux
3 41 (9.81%) Windows
4 28 (6.70%) Mac OS X
5 27 (6.46%) Apple iOS
6 24 (5.74%) Android
7 21 (5.02%) CentOS
8 12 (2.87%) Ubuntu
9 6 (1.44%) Windows Server
10 5 (1.20%) Windows Server 2008
11 3 (0.72%) CoreOS
11 3 (0.72%) Windows Server 2012
12 2 (0.48%) Fedora
12 2 (0.48%) RancherOS
13 1 (0.24%) VMS
Processes & Methodologies
1 244 (58.37%) Agile Software Development
2 157 (37.56%) DevOps
3 115 (27.51%) Test Automation
4 103 (24.64%) TDD
5 97 (23.21%) Continuous Integration
6 77 (18.42%) Scrum
7 63 (15.07%) Continuous Delivery
8 62 (14.83%) Software Engineering
9 59 (14.11%) Open Source
10 57 (13.64%) Microservices
11 54 (12.92%) BDD
12 44 (10.53%) Configuration Management
13 42 (10.05%) Kanban
14 35 (8.37%) E-Commerce
14 35 (8.37%) Multithreading
15 34 (8.13%) MVC
16 33 (7.89%) Integration Testing
16 33 (7.89%) SOA
17 32 (7.66%) SDLC
18 30 (7.18%) Pair Programming
Programming Languages
1 206 (49.28%) Java
2 134 (32.06%) JavaScript
3 109 (26.08%) SQL
4 87 (20.81%) Python
5 80 (19.14%) Ruby
6 55 (13.16%) C#
7 45 (10.77%) Bash Shell
8 35 (8.37%) PHP
9 28 (6.70%) Scala
10 23 (5.50%) Apple Swift
11 22 (5.26%) Go
12 20 (4.78%) R
13 18 (4.31%) Perl
14 16 (3.83%) ES6
15 13 (3.11%) Groovy
16 12 (2.87%) T-SQL
17 11 (2.63%) C++
18 8 (1.91%) PowerShell
19 7 (1.67%) Objective-C
19 7 (1.67%) Shell Script
Qualifications
1 54 (12.92%) Security Cleared
2 45 (10.77%) SC Cleared
3 29 (6.94%) Degree
4 16 (3.83%) Computer Science Degree
5 10 (2.39%) CISSP
6 8 (1.91%) RHCE
6 8 (1.91%) RHCSA
7 4 (0.96%) Master's Degree
8 3 (0.72%) BC Cleared
8 3 (0.72%) Microsoft Certification
9 2 (0.48%) MCSD
9 2 (0.48%) SANS
9 2 (0.48%) SSCP
10 1 (0.24%) DV Cleared
Quality Assurance & Compliance
1 53 (12.68%) QA
2 6 (1.44%) PCI DSS
3 1 (0.24%) Data Quality
3 1 (0.24%) SLA
System Software
1 170 (40.67%) Docker
2 8 (1.91%) Active Directory
2 8 (1.91%) oVirt
2 8 (1.91%) RHEV
3 5 (1.20%) etcd
4 4 (0.96%) Varnish
5 3 (0.72%) Apache ZooKeeper
5 3 (0.72%) HDFS
5 3 (0.72%) vSphere
6 2 (0.48%) flannel
6 2 (0.48%) vCloud
6 2 (0.48%) Virtual Machines
6 2 (0.48%) zsh
7 1 (0.24%) Apache Flume
7 1 (0.24%) iptables
7 1 (0.24%) KVM
7 1 (0.24%) Virtual Servers
7 1 (0.24%) VMware Infrastructure
7 1 (0.24%) Xen
Systems Management
1 91 (21.77%) Puppet
2 90 (21.53%) Ansible
3 64 (15.31%) Opscode Chef
4 47 (11.24%) Terraform
5 34 (8.13%) Kubernetes
6 14 (3.35%) logstash
7 10 (2.39%) Cobbler
7 10 (2.39%) Kibana
8 9 (2.15%) Grafana
9 7 (1.67%) Salt
10 6 (1.44%) HAProxy
11 5 (1.20%) Consul
11 5 (1.20%) Graphite
11 5 (1.20%) StatsD
12 4 (0.96%) Docker Swarm
12 4 (0.96%) Marathon
12 4 (0.96%) Mesos
12 4 (0.96%) Rundeck
12 4 (0.96%) ZABBIX
13 3 (0.72%) HP Quality Center
Vendors
1 37 (8.85%) Red Hat
2 34 (8.13%) IBM
3 27 (6.46%) New Relic
4 22 (5.26%) Oracle
5 15 (3.59%) Splunk
6 14 (3.35%) Microsoft
7 12 (2.87%) Facebook
8 10 (2.39%) TIBCO
9 9 (2.15%) VMware
10 7 (1.67%) SAP
11 6 (1.44%) Google
12 5 (1.20%) Atlassian
12 5 (1.20%) Avaya
12 5 (1.20%) WSO2
13 4 (0.96%) Apple
13 4 (0.96%) Informatica
13 4 (0.96%) Zend
14 3 (0.72%) HP
14 3 (0.72%) Infragistics
14 3 (0.72%) Perforce