Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 21 November 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.

NoSQL
Yorkshire > West Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 42 91 89
Rank change year-on-year +49 -2 +16
Contract jobs citing NoSQL 142 88 92
As % of all contract IT jobs advertised in West Yorkshire 4.65% 2.46% 2.09%
As % of the Database & Business Intelligence category 19.48% 9.88% 7.53%
Number of daily rates quoted 141 77 72
West Yorkshire median daily rate £425 £425 £450
Median daily rate % change year-on-year - -5.56% +24.14%
10th Percentile £375 £325 £319
90th Percentile £645 £538 £674
Yorkshire median daily rate £425 £425 £450
% change year-on-year - -5.56% +24.14%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

NoSQL 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 advertised in West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 729 891 1222
As % of all contract IT jobs advertised in West Yorkshire 23.86% 24.93% 27.71%
Number of daily rates quoted 510 605 812
West Yorkshire median daily rate £400 £375 £374
Median daily rate % change year-on-year +6.67% +0.27% +6.86%
10th Percentile £305 £281 £275
90th Percentile £538 £523 £510
Yorkshire median daily rate £400 £380 £363
% change year-on-year +5.26% +4.83% +6.62%
Number of hourly rates quoted 3 14 17
West Yorkshire median hourly rate £22.00 £21.19 £17.50
Median hourly rate % change year-on-year +3.83% +21.07% +9.38%
10th Percentile £13.24 £13.50 £8.80
90th Percentile £24.90 £31.50 £41.22
Yorkshire median hourly rate £21.75 £14.25 £17.50
% change year-on-year +52.63% -18.57% +9.38%

NoSQL
Job Vacancy Trend in West Yorkshire

Job postings citing NoSQL as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for NoSQL in West Yorkshire

NoSQL
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for NoSQL in West Yorkshire

NoSQL
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing NoSQL in West Yorkshire over the 6 months to 21 November 2017.

Contractor daily rate histogram for NoSQL in West Yorkshire

NoSQL
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the West Yorkshire region over the 6 months to 21 November 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
Leeds +29 132 £425 - 15
NoSQL
Yorkshire

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

1 105 (73.94%) Java
2 99 (69.72%) SQL
3 98 (69.01%) Agile Software Development
4 84 (59.15%) MongoDB
5 69 (48.59%) TDD
6 65 (45.77%) JavaScript
6 65 (45.77%) Git (software)
7 57 (40.14%) Spring
8 56 (39.44%) Test Automation
9 52 (36.62%) Microservices
9 52 (36.62%) Continuous Integration
10 46 (32.39%) Hibernate
11 44 (30.99%) Software Engineering
11 44 (30.99%) Node.js
12 38 (26.76%) Open Source
12 38 (26.76%) MySQL
13 36 (25.35%) BDD
13 36 (25.35%) Jenkins
14 35 (24.65%) DevOps
15 34 (23.94%) Scrum
16 32 (22.54%) OO
17 30 (21.13%) JIRA
17 30 (21.13%) Apache Cassandra
17 30 (21.13%) Mercurial
18 29 (20.42%) Subversion
19 28 (19.72%) Python
19 28 (19.72%) Linux
19 28 (19.72%) REST
20 26 (18.31%) Cucumber
20 26 (18.31%) Data Structures

NoSQL
Co-occurring IT Skills in West Yorkshire 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 25 (17.61%) Confluence
2 14 (9.86%) Apache Spark
3 13 (9.15%) Tomcat
4 12 (8.45%) CMS
4 12 (8.45%) Elasticsearch
4 12 (8.45%) Sitecore CMS
5 10 (7.04%) Apache Solr
6 5 (3.52%) JBoss
6 5 (3.52%) Jetty
6 5 (3.52%) Tornado
6 5 (3.52%) WebLogic
7 4 (2.82%) Cloud Foundry
7 4 (2.82%) nginx
8 3 (2.11%) Apache
9 2 (1.41%) SAS
10 1 (0.70%) Jupyter
10 1 (0.70%) WebSphere
10 1 (0.70%) WebSphere Application Server
Applications
1 2 (1.41%) Microsoft Project
Business Applications
1 4 (2.82%) Payment Gateway
Cloud Services
1 19 (13.38%) Slack
2 12 (8.45%) GitHub
3 10 (7.04%) Amazon AWS
4 4 (2.82%) PaaS
5 2 (1.41%) Microsoft Azure
Communications & Networking
1 5 (3.52%) AMQP
Database & Business Intelligence
1 84 (59.15%) MongoDB
2 38 (26.76%) MySQL
3 30 (21.13%) Apache Cassandra
4 26 (18.31%) PostgreSQL
5 21 (14.79%) Big Data
6 19 (13.38%) Hadoop
7 15 (10.56%) Apache Hive
8 13 (9.15%) Relational Database
9 12 (8.45%) HBase
9 12 (8.45%) Impala
9 12 (8.45%) SQL Server
10 10 (7.04%) Sqoop
11 9 (6.34%) Couchbase
12 8 (5.63%) Data Warehouse
13 6 (4.23%) Riak
14 5 (3.52%) Redis
15 3 (2.11%) Pentaho
16 2 (1.41%) CouchDB
16 2 (1.41%) DB2
16 2 (1.41%) SQL Server 2012
Development Applications
1 65 (45.77%) Git (software)
2 36 (25.35%) Jenkins
3 30 (21.13%) JIRA
3 30 (21.13%) Mercurial
4 29 (20.42%) Subversion
5 26 (18.31%) Cucumber
6 25 (17.61%) Maven
7 20 (14.08%) JUnit
8 16 (11.27%) Jasmine
9 13 (9.15%) Talend Open Studio
10 8 (5.63%) Vagrant
11 7 (4.93%) Selenium
12 5 (3.52%) FitNesse
12 5 (3.52%) JBehave
13 4 (2.82%) Hudson
14 3 (2.11%) Gerrit
14 3 (2.11%) IBM UrbanCode
14 3 (2.11%) SonarQube
14 3 (2.11%) Sonatype Nexus
15 1 (0.70%) Gatling
General
1 8 (5.63%) Finance
2 7 (4.93%) Banking
3 5 (3.52%) Retail Banking
4 4 (2.82%) Games
Job Titles
1 84 (59.15%) Developer
2 63 (44.37%) Java Developer
3 23 (16.20%) Software Engineer
4 17 (11.97%) Java Engineer
4 17 (11.97%) Java Software Engineer
5 14 (9.86%) Data Engineer
6 10 (7.04%) .NET Developer
7 9 (6.34%) C# .NET Developer
7 9 (6.34%) C# Developer
7 9 (6.34%) Senior Data Engineer
8 8 (5.63%) Full Stack Developer
8 8 (5.63%) Java Software Developer
9 7 (4.93%) Architect
9 7 (4.93%) DevOps Engineer
9 7 (4.93%) Lead Software Engineer
10 6 (4.23%) Developer/Software Engineer
10 6 (4.23%) Senior Developer
10 6 (4.23%) Solutions Architect
11 5 (3.52%) Agile Developer
11 5 (3.52%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 57 (40.14%) Spring
2 46 (32.39%) Hibernate
3 44 (30.99%) Node.js
4 28 (19.72%) REST
5 21 (14.79%) Kafka
6 13 (9.15%) .NET
6 13 (9.15%) jQuery
6 13 (9.15%) RESTful
7 12 (8.45%) ASP.NET
7 12 (8.45%) ASP.NET MVC
7 12 (8.45%) React
8 11 (7.75%) Ajax
8 11 (7.75%) ASP.NET Web API
8 11 (7.75%) RabbitMQ
9 10 (7.04%) ActiveMQ
9 10 (7.04%) Apache Camel
9 10 (7.04%) JMS
9 10 (7.04%) KnockoutJS
9 10 (7.04%) Spark Streaming
10 9 (6.34%) Vue (Vue.js)
Miscellaneous
1 26 (18.31%) Algorithms
1 26 (18.31%) Data Structures
2 13 (9.15%) Greenfield Project
3 10 (7.04%) Analytical Skills
4 8 (5.63%) User Experience
5 7 (4.93%) Enterprise Software
6 4 (2.82%) iPad
7 1 (0.70%) Driving Licence
7 1 (0.70%) Mobile App
7 1 (0.70%) Mobile Banking
7 1 (0.70%) Video\Live Streaming
Operating Systems
1 28 (19.72%) Linux
2 23 (16.20%) Red Hat Enterprise Linux
3 7 (4.93%) Unix
4 3 (2.11%) CentOS
4 3 (2.11%) Ubuntu
Processes & Methodologies
1 98 (69.01%) Agile Software Development
2 69 (48.59%) TDD
3 56 (39.44%) Test Automation
4 52 (36.62%) Continuous Integration
4 52 (36.62%) Microservices
5 44 (30.99%) Software Engineering
6 38 (26.76%) Open Source
7 36 (25.35%) BDD
8 35 (24.65%) DevOps
9 34 (23.94%) Scrum
10 32 (22.54%) OO
11 21 (14.79%) Data Modelling
11 21 (14.79%) Kanban
12 20 (14.08%) SFIA
13 18 (12.68%) Continuous Improvement
13 18 (12.68%) Mentoring
13 18 (12.68%) MVC
14 17 (11.97%) Coaching
15 16 (11.27%) ETL
15 16 (11.27%) Integration Testing
Programming Languages
1 105 (73.94%) Java
2 99 (69.72%) SQL
3 65 (45.77%) JavaScript
4 28 (19.72%) Python
5 18 (12.68%) Shell Script
6 17 (11.97%) C#
7 14 (9.86%) Scala
8 10 (7.04%) Ruby
8 10 (7.04%) T-SQL
9 8 (5.63%) Bash Shell
10 6 (4.23%) Groovy
10 6 (4.23%) PL/SQL
11 4 (2.82%) C++
12 3 (2.11%) ES6
13 2 (1.41%) Perl
13 2 (1.41%) R
Qualifications
1 8 (5.63%) BPSS Clearance
1 8 (5.63%) Security Cleared
2 5 (3.52%) SC Cleared
3 4 (2.82%) Degree
4 1 (0.70%) DV Cleared
Quality Assurance & Compliance
1 9 (6.34%) QA
2 5 (3.52%) Data Quality
3 1 (0.70%) Disclosure Scotland
System Software
1 21 (14.79%) Docker
2 12 (8.45%) Apache Flume
3 3 (2.11%) VMware ESXi
4 1 (0.70%) Virtual Machines
4 1 (0.70%) VMware Infrastructure
Systems Management
1 20 (14.08%) Ansible
2 13 (9.15%) Puppet
3 12 (8.45%) Kubernetes
4 10 (7.04%) Opscode Chef
5 4 (2.82%) Terraform
6 3 (2.11%) Icinga
6 3 (2.11%) Nagios
6 3 (2.11%) Packer
6 3 (2.11%) Prometheus
6 3 (2.11%) Rancher
7 1 (0.70%) Grafana
7 1 (0.70%) Graylog
Vendors
1 21 (14.79%) Oracle
2 19 (13.38%) Informatica
3 16 (11.27%) Red Hat
4 13 (9.15%) Talend
5 12 (8.45%) Sitecore
6 4 (2.82%) Microsoft
6 4 (2.82%) VMware
7 3 (2.11%) IBM
8 1 (0.70%) Cloudera
8 1 (0.70%) Elastic Path
8 1 (0.70%) Hortonworks
8 1 (0.70%) MapR
8 1 (0.70%) Splunk