Period
to 19 February 2018

The following table provides summary statistics for contract job vacancies advertised in 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 19 February 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.

NoSQL
England > Yorkshire
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 55 83 103
Rank change year-on-year +28 +20 +13
Contract jobs citing NoSQL 161 118 116
As % of all contract IT jobs advertised in Yorkshire 3.51% 2.56% 1.95%
As % of the Database & Business Intelligence category 16.68% 10.82% 8.29%
Number of daily rates quoted 126 86 95
Yorkshire median daily rate £430 £420 £450
Median daily rate % change year-on-year +2.38% -6.67% +24.14%
10th Percentile £363 £313 £347
90th Percentile £645 £550 £675
England median daily rate £510 £488 £500
% change year-on-year +4.62% -2.50% +11.11%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £45.00 £73.75 £27.50
% change year-on-year -38.98% +168.18% -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 965 1,091 1,399
As % of all contract IT jobs advertised in Yorkshire 21.03% 23.67% 23.51%
Number of daily rates quoted 633 715 977
Yorkshire median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +7.14%
10th Percentile £270 £281 £275
90th Percentile £538 £538 £540
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 1 12 19
Yorkshire median hourly rate £44.00 £21.50 £19.50
Median hourly rate % change year-on-year +104.65% +10.26% +9.09%
10th Percentile £43.50 £14.27 £11.80
90th Percentile £44.50 £33.97 £29.95
England median hourly rate £35.00 £25.95 £27.37
% change year-on-year +34.90% -5.21% -0.47%

NoSQL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for NoSQL in Yorkshire

NoSQL
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing NoSQL in Yorkshire over the 6 months to 19 February 2018.

Contractor daily rate histogram for NoSQL in Yorkshire

NoSQL
Contract Job Locations in 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 Yorkshire region over the 6 months to 19 February 2018. 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
West Yorkshire +17 144 £430 +2.38% 26
South Yorkshire +3 19 £425 -5.56% 6
North Yorkshire - 2 £450 - 6
NoSQL
England

For the 6 months to 19 February 2018, IT contractor jobs citing NoSQL 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 Yorkshire region with a requirement for NoSQL.

1 129 (80.12%) Java
2 115 (71.43%) Agile Software Development
3 104 (64.60%) SQL
4 89 (55.28%) JavaScript
5 86 (53.42%) MongoDB
6 81 (50.31%) Git (software)
7 80 (49.69%) TDD
8 78 (48.45%) Test Automation
9 76 (47.20%) Software Engineering
10 69 (42.86%) Node.js
11 67 (41.61%) Microservices
12 64 (39.75%) Scrum
13 58 (36.02%) Spring
14 54 (33.54%) MySQL
15 52 (32.30%) REST
15 52 (32.30%) BDD
16 50 (31.06%) PostgreSQL
17 47 (29.19%) Open Source
18 46 (28.57%) Continuous Integration
19 45 (27.95%) Jenkins
20 44 (27.33%) Apache Cassandra
21 43 (26.71%) Kanban
22 41 (25.47%) Linux
23 40 (24.84%) OO
24 38 (23.60%) Subversion
24 38 (23.60%) Cucumber
25 37 (22.98%) Mercurial
26 36 (22.36%) JIRA
27 35 (21.74%) Confluence
28 34 (21.12%) Docker

NoSQL
Co-occurring IT Skills in 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 35 (21.74%) Confluence
2 15 (9.32%) Elasticsearch
3 10 (6.21%) Apache
4 8 (4.97%) CMS
4 8 (4.97%) nginx
5 7 (4.35%) Apache Solr
5 7 (4.35%) Sitecore CMS
5 7 (4.35%) Tomcat
6 6 (3.73%) Cloud Foundry
6 6 (3.73%) JBoss
7 4 (2.48%) Apache Spark
7 4 (2.48%) Jetty
7 4 (2.48%) Tornado
7 4 (2.48%) WebLogic
8 2 (1.24%) Oracle SOA Suite
8 2 (1.24%) WebSphere
8 2 (1.24%) WebSphere Application Server
9 1 (0.62%) Jupyter
9 1 (0.62%) SAS
Business Applications
1 5 (3.11%) Payment Gateway
Cloud Services
1 34 (21.12%) Slack
2 25 (15.53%) Amazon AWS
3 5 (3.11%) PaaS
4 3 (1.86%) GitHub
5 2 (1.24%) Microsoft Azure
5 2 (1.24%) Serverless
6 1 (0.62%) Amazon SQS
6 1 (0.62%) AWS CloudFormation
Communications & Networking
1 7 (4.35%) AMQP
2 6 (3.73%) SMS
3 3 (1.86%) BIG-IP
3 3 (1.86%) Internet
4 2 (1.24%) HTTP
4 2 (1.24%) SAN
Database & Business Intelligence
1 86 (53.42%) MongoDB
2 54 (33.54%) MySQL
3 50 (31.06%) PostgreSQL
4 44 (27.33%) Apache Cassandra
5 16 (9.94%) Relational Database
6 15 (9.32%) SQL Server
7 12 (7.45%) Big Data
8 10 (6.21%) Hadoop
8 10 (6.21%) Redis
9 9 (5.59%) Apache Hive
10 7 (4.35%) Cloud Spanner
10 7 (4.35%) Couchbase
10 7 (4.35%) NewSQL
10 7 (4.35%) Riak
11 6 (3.73%) Data Warehouse
11 6 (3.73%) Informix
11 6 (3.73%) RDBMS
12 2 (1.24%) HBase
12 2 (1.24%) Oracle Database
13 1 (0.62%) Impala
Development Applications
1 81 (50.31%) Git (software)
2 45 (27.95%) Jenkins
3 38 (23.60%) Cucumber
3 38 (23.60%) Subversion
4 37 (22.98%) Mercurial
5 36 (22.36%) JIRA
6 31 (19.25%) JUnit
7 26 (16.15%) Maven
8 25 (15.53%) Jasmine
9 6 (3.73%) Artifactory
10 5 (3.11%) Sonatype Nexus
10 5 (3.11%) Vagrant
11 4 (2.48%) FitNesse
11 4 (2.48%) Gerrit
11 4 (2.48%) IBM UrbanCode
11 4 (2.48%) JBehave
11 4 (2.48%) Mockito
11 4 (2.48%) Selenium
11 4 (2.48%) SonarQube
12 3 (1.86%) Flyway
General
1 16 (9.94%) Banking
2 9 (5.59%) Finance
2 9 (5.59%) Retail
3 6 (3.73%) Games
4 5 (3.11%) Retail Banking
Job Titles
1 75 (46.58%) Developer
2 54 (33.54%) Java Developer
3 46 (28.57%) Software Engineer
4 38 (23.60%) Java Engineer
5 34 (21.12%) Java Software Engineer
6 15 (9.32%) Architect
6 15 (9.32%) JavaScript Engineer
7 14 (8.70%) Java Software Developer
8 12 (7.45%) DevOps Engineer
9 10 (6.21%) AWS Engineer
9 10 (6.21%) AWS Software Engineer
9 10 (6.21%) Developer/Software Engineer
10 9 (5.59%) Agile Developer
10 9 (5.59%) Data Engineer
11 8 (4.97%) Agile Java Developer
12 7 (4.35%) .NET Developer
12 7 (4.35%) Full Stack Developer
12 7 (4.35%) NoSQL Engineer
12 7 (4.35%) Technical Architect
13 6 (3.73%) Digital Architect
Libraries, Frameworks & Software Standards
1 69 (42.86%) Node.js
2 58 (36.02%) Spring
3 52 (32.30%) REST
4 32 (19.88%) Hibernate
5 28 (17.39%) Spring Boot
6 24 (14.91%) AngularJS
7 20 (12.42%) RabbitMQ
7 20 (12.42%) RESTful
8 18 (11.18%) Web Services
9 17 (10.56%) ActiveMQ
9 17 (10.56%) HTML
9 17 (10.56%) Kafka
10 16 (9.94%) .NET
10 16 (9.94%) CSS
10 16 (9.94%) React
11 15 (9.32%) ASP.NET Web API
12 14 (8.70%) HTML5
13 13 (8.07%) Dropwizard
14 10 (6.21%) jQuery
15 9 (5.59%) Play Framework
Miscellaneous
1 19 (11.80%) Algorithms
1 19 (11.80%) Data Structures
2 9 (5.59%) Analytical Skills
3 8 (4.97%) Data Centre
3 8 (4.97%) Enterprise Software
3 8 (4.97%) User Experience
4 5 (3.11%) iPad
5 4 (2.48%) Greenfield Project
6 3 (1.86%) Mobile App
7 1 (0.62%) Management Information System
7 1 (0.62%) Mobile Banking
7 1 (0.62%) Video\Live Streaming
Operating Systems
1 41 (25.47%) Linux
2 32 (19.88%) Red Hat Enterprise Linux
3 9 (5.59%) Android
4 8 (4.97%) Apple iOS
5 5 (3.11%) Unix
6 1 (0.62%) CentOS
6 1 (0.62%) Ubuntu
6 1 (0.62%) Windows
Processes & Methodologies
1 115 (71.43%) Agile Software Development
2 80 (49.69%) TDD
3 78 (48.45%) Test Automation
4 76 (47.20%) Software Engineering
5 67 (41.61%) Microservices
6 64 (39.75%) Scrum
7 52 (32.30%) BDD
8 47 (29.19%) Open Source
9 46 (28.57%) Continuous Integration
10 43 (26.71%) Kanban
11 40 (24.84%) OO
12 34 (21.12%) SFIA
13 31 (19.25%) DevOps
14 29 (18.01%) Mentoring
15 25 (15.53%) Coaching
16 21 (13.04%) Integration Testing
17 20 (12.42%) Continuous Delivery
17 20 (12.42%) DSDM
17 20 (12.42%) RUP
18 17 (10.56%) SDLC
Programming Languages
1 129 (80.12%) Java
2 104 (64.60%) SQL
3 89 (55.28%) JavaScript
4 25 (15.53%) Python
5 20 (12.42%) C#
6 9 (5.59%) Ruby
7 8 (4.97%) Bash Shell
7 8 (4.97%) C++
7 8 (4.97%) ES6
7 8 (4.97%) Scala
8 7 (4.35%) T-SQL
9 6 (3.73%) Groovy
9 6 (3.73%) Shell Script
10 4 (2.48%) Kotlin
11 3 (1.86%) PL/SQL
12 2 (1.24%) Perl
13 1 (0.62%) PHP
13 1 (0.62%) SPARQL
13 1 (0.62%) XPath
13 1 (0.62%) XQuery
Qualifications
1 6 (3.73%) BPSS Clearance
2 1 (0.62%) Degree
Quality Assurance & Compliance
1 17 (10.56%) QA
2 2 (1.24%) PCI DSS
3 1 (0.62%) Data Quality
3 1 (0.62%) PMO
System Software
1 34 (21.12%) Docker
2 3 (1.86%) Varnish
3 2 (1.24%) VMware Infrastructure
3 2 (1.24%) VMware Server
4 1 (0.62%) Apache Flume
4 1 (0.62%) Virtual Machines
4 1 (0.62%) VMware ESXi
Systems Management
1 25 (15.53%) Puppet
2 13 (8.07%) Ansible
3 11 (6.83%) Kubernetes
4 7 (4.35%) Terraform
5 6 (3.73%) Grafana
5 6 (3.73%) Graylog
5 6 (3.73%) Opscode Chef
6 1 (0.62%) CA Wily
6 1 (0.62%) Icinga
6 1 (0.62%) Nagios
6 1 (0.62%) OpenView
6 1 (0.62%) Packer
6 1 (0.62%) Prometheus
6 1 (0.62%) Rancher
Vendors
1 27 (16.77%) Red Hat
2 24 (14.91%) Oracle
3 7 (4.35%) Sitecore
4 4 (2.48%) Informatica
4 4 (2.48%) Splunk
5 3 (1.86%) CA
5 3 (1.86%) F5
5 3 (1.86%) VMware
6 1 (0.62%) Cloudera
6 1 (0.62%) FatWire
6 1 (0.62%) Hortonworks
6 1 (0.62%) HP
6 1 (0.62%) Nimsoft
6 1 (0.62%) Salesforce.com