Period
to 18 November 2017

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 18 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
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 58 97 104
Rank change year-on-year +39 +7 +31
Contract jobs citing NoSQL 149 118 119
As % of all contract IT jobs advertised in Yorkshire 3.41% 2.15% 1.92%
As % of the Database & Business Intelligence category 15.31% 8.70% 7.28%
Number of daily rates quoted 147 105 95
Yorkshire median daily rate £425 £425 £450
Median daily rate % change year-on-year - -5.56% +24.14%
10th Percentile £375 £320 £319
90th Percentile £645 £560 £615
England median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% +8.89%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £45.00 £60.25 £50.00
% change year-on-year -25.31% +20.50% +25.00%

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 973 1356 1634
As % of all contract IT jobs advertised in Yorkshire 22.28% 24.76% 26.30%
Number of daily rates quoted 657 926 1110
Yorkshire median daily rate £400 £380 £365
Median daily rate % change year-on-year +5.26% +4.11% +8.15%
10th Percentile £305 £281 £270
90th Percentile £538 £538 £512
England median daily rate £455 £425 £413
% change year-on-year +7.06% +3.03% +3.13%
Number of hourly rates quoted 8 22 23
Yorkshire median hourly rate £21.75 £14.25 £17.50
Median hourly rate % change year-on-year +52.63% -18.57% +9.38%
10th Percentile £11.75 £12.30 £9.20
90th Percentile £37.85 £31.50 £37.04
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

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 18 November 2017.

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 18 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
West Yorkshire +43 139 £425 - 19
South Yorkshire +8 15 £425 -5.56% 3
North Yorkshire +8 5 £450 +12.50% 2
NoSQL
England

For the 6 months to 18 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 Yorkshire region with a requirement for NoSQL.

1 113 (75.84%) Java
2 104 (69.80%) Agile Software Development
3 99 (66.44%) SQL
4 86 (57.72%) MongoDB
5 72 (48.32%) TDD
6 69 (46.31%) Git (software)
7 63 (42.28%) Spring
7 63 (42.28%) JavaScript
8 59 (39.60%) Test Automation
9 55 (36.91%) Continuous Integration
10 53 (35.57%) Microservices
11 49 (32.89%) Software Engineering
12 48 (32.21%) Hibernate
13 44 (29.53%) Node.js
14 39 (26.17%) Open Source
15 38 (25.50%) BDD
15 38 (25.50%) MySQL
16 37 (24.83%) Jenkins
17 36 (24.16%) DevOps
18 35 (23.49%) OO
18 35 (23.49%) Scrum
19 33 (22.15%) Apache Cassandra
20 31 (20.81%) Mercurial
20 31 (20.81%) Subversion
21 30 (20.13%) JIRA
22 29 (19.46%) Python
22 29 (19.46%) Linux
23 27 (18.12%) REST
23 27 (18.12%) Data Structures
23 27 (18.12%) Algorithms

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 25 (16.78%) Confluence
2 14 (9.40%) Apache Spark
2 14 (9.40%) Tomcat
3 12 (8.05%) Elasticsearch
4 11 (7.38%) CMS
4 11 (7.38%) Sitecore CMS
5 9 (6.04%) Apache Solr
6 7 (4.70%) JBoss
7 5 (3.36%) Jetty
7 5 (3.36%) Tornado
7 5 (3.36%) WebLogic
8 4 (2.68%) Apache
8 4 (2.68%) Cloud Foundry
8 4 (2.68%) nginx
9 2 (1.34%) SAS
10 1 (0.67%) Jupyter
10 1 (0.67%) Oracle SOA Suite
10 1 (0.67%) WebSphere
10 1 (0.67%) WebSphere Application Server
Applications
1 2 (1.34%) Microsoft Project
Business Applications
1 4 (2.68%) Payment Gateway
Cloud Services
1 19 (12.75%) Slack
2 14 (9.40%) Amazon AWS
3 12 (8.05%) GitHub
4 4 (2.68%) PaaS
5 3 (2.01%) Microsoft Azure
6 2 (1.34%) AWS CloudFormation
7 1 (0.67%) Amazon SQS
7 1 (0.67%) SaaS
Communications & Networking
1 5 (3.36%) AMQP
Database & Business Intelligence
1 86 (57.72%) MongoDB
2 38 (25.50%) MySQL
3 33 (22.15%) Apache Cassandra
4 26 (17.45%) PostgreSQL
5 22 (14.77%) Big Data
6 21 (14.09%) Hadoop
7 15 (10.07%) Apache Hive
8 13 (8.72%) Relational Database
9 12 (8.05%) HBase
9 12 (8.05%) Impala
10 11 (7.38%) SQL Server
10 11 (7.38%) Sqoop
11 10 (6.71%) Couchbase
12 8 (5.37%) Data Warehouse
13 6 (4.03%) Riak
14 5 (3.36%) Redis
15 3 (2.01%) Pentaho
16 2 (1.34%) CouchDB
16 2 (1.34%) DB2
16 2 (1.34%) SQL Server 2012
Development Applications
1 69 (46.31%) Git (software)
2 37 (24.83%) Jenkins
3 31 (20.81%) Mercurial
3 31 (20.81%) Subversion
4 30 (20.13%) JIRA
5 26 (17.45%) Cucumber
5 26 (17.45%) Maven
6 22 (14.77%) JUnit
7 16 (10.74%) Jasmine
8 13 (8.72%) Talend Open Studio
9 8 (5.37%) Vagrant
10 7 (4.70%) Selenium
11 5 (3.36%) FitNesse
11 5 (3.36%) JBehave
12 4 (2.68%) Hudson
12 4 (2.68%) Sonatype Nexus
13 3 (2.01%) Gerrit
13 3 (2.01%) IBM UrbanCode
13 3 (2.01%) SonarQube
14 2 (1.34%) Octopus Deploy
General
1 9 (6.04%) Finance
2 7 (4.70%) Banking
3 5 (3.36%) Retail Banking
4 4 (2.68%) Games
5 3 (2.01%) Retail
Job Titles
1 91 (61.07%) Developer
2 72 (48.32%) Java Developer
3 24 (16.11%) Software Engineer
4 18 (12.08%) Java Engineer
4 18 (12.08%) Java Software Engineer
5 15 (10.07%) Data Engineer
6 10 (6.71%) Senior Data Engineer
7 9 (6.04%) .NET Developer
7 9 (6.04%) Java Software Developer
8 8 (5.37%) C# .NET Developer
8 8 (5.37%) C# Developer
9 7 (4.70%) Architect
9 7 (4.70%) Developer/Software Engineer
9 7 (4.70%) DevOps Engineer
9 7 (4.70%) Full Stack Developer
9 7 (4.70%) Lead Software Engineer
9 7 (4.70%) Senior Developer
10 6 (4.03%) Solutions Architect
11 5 (3.36%) JavaScript Developer
11 5 (3.36%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 63 (42.28%) Spring
2 48 (32.21%) Hibernate
3 44 (29.53%) Node.js
4 27 (18.12%) REST
5 22 (14.77%) Kafka
6 19 (12.75%) RESTful
7 13 (8.72%) Spring Boot
8 12 (8.05%) ActiveMQ
8 12 (8.05%) jQuery
8 12 (8.05%) RabbitMQ
8 12 (8.05%) React
9 11 (7.38%) .NET
9 11 (7.38%) Apache Camel
9 11 (7.38%) ASP.NET
9 11 (7.38%) ASP.NET MVC
9 11 (7.38%) JMS
9 11 (7.38%) Web Services
10 10 (6.71%) Ajax
10 10 (6.71%) Spark Streaming
11 9 (6.04%) JSON
Miscellaneous
1 27 (18.12%) Algorithms
1 27 (18.12%) Data Structures
2 15 (10.07%) Greenfield Project
3 10 (6.71%) Analytical Skills
4 7 (4.70%) Enterprise Software
4 7 (4.70%) User Experience
5 4 (2.68%) iPad
6 1 (0.67%) Driving Licence
6 1 (0.67%) Mobile App
6 1 (0.67%) Mobile Banking
6 1 (0.67%) Video\Live Streaming
Operating Systems
1 29 (19.46%) Linux
2 23 (15.44%) Red Hat Enterprise Linux
3 7 (4.70%) Unix
4 3 (2.01%) CentOS
4 3 (2.01%) Ubuntu
Processes & Methodologies
1 104 (69.80%) Agile Software Development
2 72 (48.32%) TDD
3 59 (39.60%) Test Automation
4 55 (36.91%) Continuous Integration
5 53 (35.57%) Microservices
6 49 (32.89%) Software Engineering
7 39 (26.17%) Open Source
8 38 (25.50%) BDD
9 36 (24.16%) DevOps
10 35 (23.49%) OO
10 35 (23.49%) Scrum
11 23 (15.44%) Data Modelling
12 22 (14.77%) Kanban
13 20 (13.42%) SFIA
14 19 (12.75%) Mentoring
15 18 (12.08%) MVC
16 17 (11.41%) Coaching
16 17 (11.41%) Continuous Improvement
16 17 (11.41%) Integration Testing
17 16 (10.74%) ETL
Programming Languages
1 113 (75.84%) Java
2 99 (66.44%) SQL
3 63 (42.28%) JavaScript
4 29 (19.46%) Python
5 18 (12.08%) Shell Script
6 15 (10.07%) C#
6 15 (10.07%) Scala
7 10 (6.71%) Ruby
8 9 (6.04%) T-SQL
9 8 (5.37%) Bash Shell
9 8 (5.37%) Groovy
10 6 (4.03%) PL/SQL
11 4 (2.68%) C++
12 3 (2.01%) ES6
13 2 (1.34%) Kotlin
13 2 (1.34%) Perl
13 2 (1.34%) R
Qualifications
1 8 (5.37%) BPSS Clearance
1 8 (5.37%) Security Cleared
2 5 (3.36%) SC Cleared
3 4 (2.68%) Degree
4 1 (0.67%) DV Cleared
Quality Assurance & Compliance
1 7 (4.70%) QA
2 5 (3.36%) Data Quality
3 1 (0.67%) Disclosure Scotland
System Software
1 23 (15.44%) Docker
2 13 (8.72%) Apache Flume
3 3 (2.01%) VMware ESXi
4 1 (0.67%) Virtual Machines
4 1 (0.67%) VMware Infrastructure
Systems Management
1 20 (13.42%) Ansible
2 13 (8.72%) Puppet
3 12 (8.05%) Kubernetes
4 10 (6.71%) Opscode Chef
5 4 (2.68%) Terraform
6 3 (2.01%) Icinga
6 3 (2.01%) Nagios
6 3 (2.01%) Packer
6 3 (2.01%) Prometheus
6 3 (2.01%) Rancher
7 1 (0.67%) Grafana
7 1 (0.67%) Graylog
Vendors
1 25 (16.78%) Oracle
2 19 (12.75%) Informatica
3 16 (10.74%) Red Hat
4 13 (8.72%) Talend
5 11 (7.38%) Sitecore
6 4 (2.68%) Microsoft
6 4 (2.68%) VMware
7 3 (2.01%) IBM
8 1 (0.67%) Cloudera
8 1 (0.67%) Elastic Path
8 1 (0.67%) Hortonworks
8 1 (0.67%) MapR
8 1 (0.67%) Splunk