Period
to 20 August 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Ansible skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Ansible over the 6 months to 20 August 2018 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.

Ansible
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 57 56 100
Rank change year-on-year -1 +44 +30
Contract jobs citing Ansible 100 75 62
As % of all contract IT jobs advertised in Leeds 4.04% 3.52% 2.08%
As % of the Systems Management category 28.82% 30.12% 16.62%
Number of daily rates quoted 80 58 56
Leeds median daily rate £450 £450 £550
Median daily rate % change year-on-year - -18.18% +32.53%
10th Percentile £384 £363 £349
90th Percentile £628 £575 £588
West Yorkshire median daily rate £450 £450 £474
% change year-on-year - -5.01% +14.16%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - -

Ansible is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for systems management skills.

All Systems Management Skills
Leeds
Contract vacancies with a requirement for systems management skills 347 249 373
As % of all contract IT jobs advertised in Leeds 14.03% 11.68% 12.53%
Number of daily rates quoted 245 156 257
Leeds median daily rate £450 £440 £425
Median daily rate % change year-on-year +2.27% +3.53% +13.33%
10th Percentile £341 £309 £281
90th Percentile £625 £555 £575
West Yorkshire median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +13.33%
Number of hourly rates quoted 1 1 0
Leeds median hourly rate £14.00 £28.27 -
Median hourly rate % change year-on-year -50.47% - -
West Yorkshire median hourly rate £15.75 £11.75 £15.00
% change year-on-year +34.04% -21.67% -23.13%

Ansible
Job Vacancy Trend in Leeds

Job postings citing Ansible as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Ansible in Leeds

Ansible
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Ansible in Leeds

Ansible
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Ansible in Leeds over the 6 months to 20 August 2018.

Contractor daily rate histogram for Ansible in Leeds

For the 6 months to 20 August 2018, IT contractor jobs citing Ansible also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Ansible.

1 68 (68.00%) Python
2 56 (56.00%) DevOps
3 55 (55.00%) Jenkins
4 53 (53.00%) Puppet
5 46 (46.00%) Amazon AWS
6 40 (40.00%) Java
7 39 (39.00%) Linux
8 37 (37.00%) Opscode Chef
9 36 (36.00%) Docker
9 36 (36.00%) Continuous Integration
10 34 (34.00%) Git (software)
11 32 (32.00%) Red Hat Enterprise Linux
11 32 (32.00%) Bash Shell
12 27 (27.00%) Terraform
13 25 (25.00%) Configuration Management
14 24 (24.00%) Agile Software Development
14 24 (24.00%) Hadoop
15 23 (23.00%) Shell Script
16 22 (22.00%) Apache Spark
17 20 (20.00%) Deployment Automation
18 19 (19.00%) SQL
18 19 (19.00%) NoSQL
19 18 (18.00%) AWS CloudFormation
19 18 (18.00%) Ruby
20 17 (17.00%) Red Hat
20 17 (17.00%) TDD
20 17 (17.00%) AWS Lambda
20 17 (17.00%) Serverless
20 17 (17.00%) Big Data
21 16 (16.00%) Amazon S3

Ansible
Co-occurring IT Skills in Leeds 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 22 (22.00%) Apache Spark
2 13 (13.00%) nginx
3 12 (12.00%) Elasticsearch
4 7 (7.00%) Apache
5 5 (5.00%) Apache Pig
5 5 (5.00%) OpenStack
6 4 (4.00%) Anypoint
6 4 (4.00%) Cloud Foundry
6 4 (4.00%) Confluence
7 2 (2.00%) Oracle HTTP Server
7 2 (2.00%) WebLogic
7 2 (2.00%) WebLogic Portal
Business Applications
1 2 (2.00%) Oracle EBS
Cloud Services
1 46 (46.00%) Amazon AWS
2 18 (18.00%) AWS CloudFormation
3 17 (17.00%) AWS Lambda
3 17 (17.00%) Serverless
4 16 (16.00%) Amazon S3
5 13 (13.00%) Amazon EC2
5 13 (13.00%) Microsoft Azure
6 12 (12.00%) Amazon ELB
6 12 (12.00%) GitHub
6 12 (12.00%) Virtual Private Cloud
7 7 (7.00%) PaaS
8 6 (6.00%) IaaS
9 5 (5.00%) Cloud Computing
10 4 (4.00%) Amazon CloudWatch
10 4 (4.00%) Slack
11 1 (1.00%) Amazon SQS
11 1 (1.00%) CloudFront
11 1 (1.00%) Google Cloud Platform
11 1 (1.00%) OpenShift
Communications & Networking
1 13 (13.00%) Firewall
2 6 (6.00%) HTTP
3 1 (1.00%) AMQP
3 1 (1.00%) Kerberos
3 1 (1.00%) Network Security
3 1 (1.00%) SMS
Database & Business Intelligence
1 24 (24.00%) Hadoop
2 19 (19.00%) NoSQL
3 17 (17.00%) Big Data
4 14 (14.00%) Apache Hive
5 13 (13.00%) MongoDB
6 12 (12.00%) Amazon RDS
7 10 (10.00%) HBase
7 10 (10.00%) PostgreSQL
8 9 (9.00%) Apache Cassandra
8 9 (9.00%) Redis
9 8 (8.00%) CouchDB
9 8 (8.00%) GIS
10 7 (7.00%) Impala
10 7 (7.00%) Riak
10 7 (7.00%) Sqoop
11 6 (6.00%) Data Warehouse
12 4 (4.00%) Amazon DynamoDB
13 3 (3.00%) MySQL
13 3 (3.00%) Relational Database
14 2 (2.00%) Oracle Database 12c
Development Applications
1 55 (55.00%) Jenkins
2 34 (34.00%) Git (software)
3 10 (10.00%) Mercurial
3 10 (10.00%) Subversion
4 7 (7.00%) Sonatype Nexus
5 6 (6.00%) SonarQube
6 5 (5.00%) JIRA
7 4 (4.00%) Cucumber
7 4 (4.00%) Maven
7 4 (4.00%) Selenium
8 2 (2.00%) Atlassian Bamboo
8 2 (2.00%) GitLab
8 2 (2.00%) Oracle Forms
8 2 (2.00%) ProC
9 1 (1.00%) Ant
9 1 (1.00%) Chocolatey
9 1 (1.00%) Liquibase
9 1 (1.00%) PHPUnit
9 1 (1.00%) Psake
9 1 (1.00%) TeamCity
General
1 4 (4.00%) Retail
2 2 (2.00%) Games
2 2 (2.00%) Online Betting
Job Titles
1 39 (39.00%) DevOps Engineer
2 28 (28.00%) Developer
3 20 (20.00%) Python Developer
4 13 (13.00%) Consultant
5 12 (12.00%) AWS Engineer
6 11 (11.00%) AWS DevOps
6 11 (11.00%) AWS DevOps Engineer
7 10 (10.00%) AWS Consultant
8 6 (6.00%) Big Data Developer
8 6 (6.00%) Data Engineer
8 6 (6.00%) Senior DevOps
9 5 (5.00%) Apache Spark Developer
9 5 (5.00%) Architect
9 5 (5.00%) AWS Architect
9 5 (5.00%) Senior DevOps Engineer
10 4 (4.00%) Automation Consultant
10 4 (4.00%) Automation Engineer
10 4 (4.00%) Lead DevOps
10 4 (4.00%) Lead DevOps Engineer
10 4 (4.00%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (14.00%) Kafka
2 9 (9.00%) RabbitMQ
3 7 (7.00%) Spark Streaming
4 5 (5.00%) Serverless Framework
5 4 (4.00%) RESTful
5 4 (4.00%) Spring
5 4 (4.00%) Spring Boot
6 2 (2.00%) Apache Avro
6 2 (2.00%) J2EE
6 2 (2.00%) Middleware
6 2 (2.00%) OC4J
6 2 (2.00%) PySpark
6 2 (2.00%) Web Services
7 1 (1.00%) .NET Core
7 1 (1.00%) ASP.NET
7 1 (1.00%) ASP.NET Web API
7 1 (1.00%) Entity Framework
7 1 (1.00%) LDAP
7 1 (1.00%) REST
7 1 (1.00%) SOAP
Miscellaneous
1 9 (9.00%) Computer Science
2 6 (6.00%) Public Cloud
3 4 (4.00%) Clustering
3 4 (4.00%) NHS
4 2 (2.00%) Analytical Skills
5 1 (1.00%) Enterprise Software
5 1 (1.00%) Greenfield Project
5 1 (1.00%) Hybrid Cloud
Operating Systems
1 39 (39.00%) Linux
2 32 (32.00%) Red Hat Enterprise Linux
3 5 (5.00%) CentOS
4 3 (3.00%) Unix
5 2 (2.00%) Oracle Linux
6 1 (1.00%) Amazon Linux
6 1 (1.00%) Ubuntu
6 1 (1.00%) Windows
Processes & Methodologies
1 56 (56.00%) DevOps
2 36 (36.00%) Continuous Integration
3 25 (25.00%) Configuration Management
4 24 (24.00%) Agile Software Development
5 20 (20.00%) Deployment Automation
6 17 (17.00%) TDD
7 12 (12.00%) Auto-Scaling
8 11 (11.00%) Microservices
9 9 (9.00%) MapReduce
10 8 (8.00%) Software Engineering
11 7 (7.00%) Customer Requirements
11 7 (7.00%) Data Modelling
11 7 (7.00%) ETL
11 7 (7.00%) IT Strategy
11 7 (7.00%) Reverse Engineering
12 5 (5.00%) Continuous Delivery
12 5 (5.00%) Load Balancing
12 5 (5.00%) Release Management
12 5 (5.00%) Service Delivery
12 5 (5.00%) Workflow
Programming Languages
1 68 (68.00%) Python
2 40 (40.00%) Java
3 32 (32.00%) Bash Shell
4 23 (23.00%) Shell Script
5 19 (19.00%) SQL
6 18 (18.00%) Ruby
7 14 (14.00%) Perl
8 13 (13.00%) PHP
9 12 (12.00%) Go
10 9 (9.00%) JavaScript
11 7 (7.00%) Groovy
11 7 (7.00%) Scala
12 4 (4.00%) C#
13 3 (3.00%) C++
13 3 (3.00%) PowerShell
14 2 (2.00%) C
14 2 (2.00%) PL/SQL
Qualifications
1 13 (13.00%) Security Cleared
2 9 (9.00%) Computer Science Degree
2 9 (9.00%) Degree
2 9 (9.00%) SC Cleared
3 4 (4.00%) BPSS Clearance
4 1 (1.00%) DV Cleared
Quality Assurance & Compliance
1 2 (2.00%) PCI DSS
1 2 (2.00%) PMO
1 2 (2.00%) QA
System Software
1 36 (36.00%) Docker
2 9 (9.00%) Apache Flume
3 2 (2.00%) Oracle RAC
4 1 (1.00%) HDFS
4 1 (1.00%) VMware Infrastructure
Systems Management
1 53 (53.00%) Puppet
2 37 (37.00%) Opscode Chef
3 27 (27.00%) Terraform
4 11 (11.00%) Salt
5 5 (5.00%) CFEngine
5 5 (5.00%) Rancher
6 4 (4.00%) Kubernetes
7 2 (2.00%) Data Guard
7 2 (2.00%) Failover Clustering
7 2 (2.00%) Oozie
7 2 (2.00%) Oracle RMAN
Vendors
1 17 (17.00%) Red Hat
2 7 (7.00%) Informatica
2 7 (7.00%) Splunk
2 7 (7.00%) Talend
3 5 (5.00%) Google
4 4 (4.00%) AppDynamics
4 4 (4.00%) MuleSoft
5 2 (2.00%) Apigee
5 2 (2.00%) Cloudera
5 2 (2.00%) Oracle
6 1 (1.00%) Atlassian
6 1 (1.00%) Blue Coat
6 1 (1.00%) Computacenter
6 1 (1.00%) F5
6 1 (1.00%) Hortonworks
6 1 (1.00%) Microsoft
6 1 (1.00%) VMware