Period
to 22 May 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 22 May 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
22 May 2018
Same period 2017 Same period 2016
Rank 54 57 98
Rank change year-on-year +3 +41 +6
Contract jobs citing NoSQL 194 157 125
As % of all contract IT jobs advertised in Yorkshire 4.01% 3.72% 2.20%
As % of the Database & Business Intelligence category 18.55% 15.20% 9.67%
Number of daily rates quoted 140 107 106
Yorkshire median daily rate £450 £413 £450
Median daily rate % change year-on-year +9.09% -8.33% +20.00%
10th Percentile £350 £325 £350
90th Percentile £596 £571 £638
England median daily rate £513 £475 £488
% change year-on-year +7.89% -2.56% +8.33%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £52.50 £48.00 £40.00
% change year-on-year +9.38% +20.00% -

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 1,046 1,033 1,293
As % of all contract IT jobs advertised in Yorkshire 21.62% 24.50% 22.80%
Number of daily rates quoted 726 654 925
Yorkshire median daily rate £400 £375 £380
Median daily rate % change year-on-year +6.67% -1.32% +8.57%
10th Percentile £294 £293 £275
90th Percentile £538 £526 £566
England median daily rate £475 £445 £425
% change year-on-year +6.74% +4.71% +6.25%
Number of hourly rates quoted 7 7 19
Yorkshire median hourly rate £17.54 £19.00 £21.00
Median hourly rate % change year-on-year -7.68% -9.52% -2.33%
10th Percentile £13.75 £16.17 £13.85
90th Percentile £27.20 £35.94 £33.75
England median hourly rate £30.00 £30.00 £27.50
% change year-on-year - +9.09% -4.15%

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 22 May 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 22 May 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 -5 166 £450 +7.14% 28
South Yorkshire +11 27 £450 +20.00% 4
NoSQL
England

For the 6 months to 22 May 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.

1 158 (81.44%) Java
2 140 (72.16%) Agile Software Development
3 126 (64.95%) SQL
4 106 (54.64%) TDD
5 102 (52.58%) Software Engineering
6 96 (49.48%) Git (software)
7 92 (47.42%) Microservices
8 86 (44.33%) JavaScript
9 77 (39.69%) Scrum
10 75 (38.66%) REST
11 71 (36.60%) Node.js
11 71 (36.60%) MongoDB
12 67 (34.54%) Spring
13 66 (34.02%) MySQL
14 65 (33.51%) Test Automation
15 63 (32.47%) Continuous Integration
16 62 (31.96%) PostgreSQL
17 60 (30.93%) Open Source
18 58 (29.90%) Jenkins
19 57 (29.38%) Kanban
20 55 (28.35%) Linux
21 52 (26.80%) BDD
22 44 (22.68%) Spring Boot
23 43 (22.16%) Mentoring
24 41 (21.13%) Apache Cassandra
24 41 (21.13%) JIRA
25 40 (20.62%) Confluence
26 39 (20.10%) JUnit
26 39 (20.10%) Slack
27 38 (19.59%) 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 40 (20.62%) Confluence
2 21 (10.82%) Apache
3 12 (6.19%) nginx
4 10 (5.15%) Apache Spark
5 8 (4.12%) Elasticsearch
6 6 (3.09%) Oracle SOA Suite
7 3 (1.55%) Tomcat
7 3 (1.55%) WebSphere
8 2 (1.03%) Cloud Foundry
8 2 (1.03%) CMS
8 2 (1.03%) IIS
8 2 (1.03%) Jetty
8 2 (1.03%) Mongrel
9 1 (0.52%) Apache ServiceMix
9 1 (0.52%) Apache Solr
9 1 (0.52%) Mule
9 1 (0.52%) SAS
9 1 (0.52%) Sitecore CMS
9 1 (0.52%) WebSphere Application Server
Business Applications
1 1 (0.52%) Payment Gateway
Cloud Services
1 39 (20.10%) Slack
2 25 (12.89%) Amazon AWS
3 8 (4.12%) GitHub
4 3 (1.55%) Google Cloud Platform
5 2 (1.03%) Amazon EC2
5 2 (1.03%) Google App Engine
5 2 (1.03%) Microsoft Azure
5 2 (1.03%) npm
5 2 (1.03%) Serverless
6 1 (0.52%) Boomi
6 1 (0.52%) Cloud Computing
6 1 (0.52%) PaaS
Communications & Networking
1 12 (6.19%) HTTP
2 8 (4.12%) SMS
3 4 (2.06%) Internet
4 3 (1.55%) AMQP
4 3 (1.55%) BIG-IP
5 2 (1.03%) DHCP
5 2 (1.03%) DNS
5 2 (1.03%) FTP
5 2 (1.03%) IPsec
5 2 (1.03%) SAN
5 2 (1.03%) SSL
5 2 (1.03%) TCP/IP
6 1 (0.52%) Firewall
Database & Business Intelligence
1 71 (36.60%) MongoDB
2 66 (34.02%) MySQL
3 62 (31.96%) PostgreSQL
4 41 (21.13%) Apache Cassandra
5 22 (11.34%) Big Data
6 21 (10.82%) Apache Hive
7 19 (9.79%) Relational Database
8 12 (6.19%) SQL Server
9 11 (5.67%) Hadoop
9 11 (5.67%) RDBMS
10 9 (4.64%) HBase
10 9 (4.64%) Redis
11 7 (3.61%) Cloud Spanner
11 7 (3.61%) Data Warehouse
11 7 (3.61%) Impala
11 7 (3.61%) NewSQL
11 7 (3.61%) Sqoop
12 6 (3.09%) Informix
13 4 (2.06%) Couchbase
13 4 (2.06%) Riak
Development Applications
1 96 (49.48%) Git (software)
2 58 (29.90%) Jenkins
3 41 (21.13%) JIRA
4 39 (20.10%) JUnit
5 38 (19.59%) Cucumber
6 30 (15.46%) Subversion
7 29 (14.95%) Jasmine
8 28 (14.43%) Mercurial
9 12 (6.19%) Artifactory
10 9 (4.64%) Maven
11 5 (2.58%) Mockito
12 3 (1.55%) Flyway
13 2 (1.03%) Bower
13 2 (1.03%) Grunt
13 2 (1.03%) gulp
13 2 (1.03%) Karma Test Runner
13 2 (1.03%) Mocha
13 2 (1.03%) Sonatype Nexus
13 2 (1.03%) Travis CI
13 2 (1.03%) Vagrant
General
1 13 (6.70%) Banking
2 8 (4.12%) Finance
2 8 (4.12%) Retail
3 7 (3.61%) Games
Job Titles
1 87 (44.85%) Developer
2 65 (33.51%) Java Developer
3 54 (27.84%) Software Engineer
4 33 (17.01%) Java Engineer
5 28 (14.43%) Java Software Engineer
6 26 (13.40%) Architect
7 19 (9.79%) JavaScript Engineer
8 13 (6.70%) Java Software Developer
9 12 (6.19%) Data Engineer
9 12 (6.19%) DevOps Engineer
9 12 (6.19%) Technical Architect
10 11 (5.67%) AWS Engineer
10 11 (5.67%) AWS Software Engineer
10 11 (5.67%) Java Architect
10 11 (5.67%) Solutions Architect
11 10 (5.15%) Digital Architect
12 9 (4.64%) Java Solutions Architect
12 9 (4.64%) Software Developer
13 8 (4.12%) Digital Technical Architect
13 8 (4.12%) NoSQL Engineer
Libraries, Frameworks & Software Standards
1 75 (38.66%) REST
2 71 (36.60%) Node.js
3 67 (34.54%) Spring
4 44 (22.68%) Spring Boot
5 33 (17.01%) Kafka
6 32 (16.49%) AngularJS
6 32 (16.49%) Hibernate
7 29 (14.95%) HTML
8 27 (13.92%) RabbitMQ
9 26 (13.40%) ActiveMQ
10 25 (12.89%) HTML5
11 24 (12.37%) CSS
12 21 (10.82%) Dropwizard
12 21 (10.82%) RESTful
13 16 (8.25%) .NET
13 16 (8.25%) CSS3
13 16 (8.25%) React
13 16 (8.25%) Web Services
14 12 (6.19%) Spring Batch
14 12 (6.19%) Spring Security
Miscellaneous
1 8 (4.12%) Data Centre
2 6 (3.09%) Enterprise Software
3 5 (2.58%) Algorithms
3 5 (2.58%) Data Structures
4 4 (2.06%) Analytical Skills
4 4 (2.06%) User Experience
5 3 (1.55%) Mobile App
6 2 (1.03%) Greenfield Project
6 2 (1.03%) Management Information System
7 1 (0.52%) iPad
7 1 (0.52%) Self-Motivation
Operating Systems
1 55 (28.35%) Linux
2 38 (19.59%) Red Hat Enterprise Linux
3 10 (5.15%) Android
4 9 (4.64%) Apple iOS
5 1 (0.52%) Unix
5 1 (0.52%) Windows
Processes & Methodologies
1 140 (72.16%) Agile Software Development
2 106 (54.64%) TDD
3 102 (52.58%) Software Engineering
4 92 (47.42%) Microservices
5 77 (39.69%) Scrum
6 65 (33.51%) Test Automation
7 63 (32.47%) Continuous Integration
8 60 (30.93%) Open Source
9 57 (29.38%) Kanban
10 52 (26.80%) BDD
11 43 (22.16%) Mentoring
12 37 (19.07%) DevOps
13 36 (18.56%) OO
13 36 (18.56%) SFIA
14 35 (18.04%) Coaching
15 29 (14.95%) Continuous Delivery
16 24 (12.37%) Integration Testing
17 20 (10.31%) DSDM
17 20 (10.31%) RUP
18 18 (9.28%) SDLC
Programming Languages
1 158 (81.44%) Java
2 126 (64.95%) SQL
3 86 (44.33%) JavaScript
4 27 (13.92%) Python
5 24 (12.37%) Java 8
6 18 (9.28%) Scala
7 17 (8.76%) C#
8 8 (4.12%) ES6
8 8 (4.12%) Shell Script
9 7 (3.61%) C++
10 3 (1.55%) Kotlin
10 3 (1.55%) Perl
11 2 (1.03%) Groovy
11 2 (1.03%) Ruby
12 1 (0.52%) Bash Shell
12 1 (0.52%) PHP
12 1 (0.52%) SPARQL
12 1 (0.52%) T-SQL
12 1 (0.52%) XPath
12 1 (0.52%) XQuery
Qualifications
1 13 (6.70%) Security Cleared
2 12 (6.19%) SC Cleared
3 2 (1.03%) Degree
4 1 (0.52%) BPSS Clearance
Quality Assurance & Compliance
1 13 (6.70%) QA
2 3 (1.55%) PCI DSS
3 1 (0.52%) Data Quality
3 1 (0.52%) GCP
3 1 (0.52%) PMO
System Software
1 38 (19.59%) Docker
2 8 (4.12%) VMware Infrastructure
3 7 (3.61%) Apache Flume
4 6 (3.09%) VMware Server
5 3 (1.55%) Varnish
6 2 (1.03%) Xen
Systems Management
1 31 (15.98%) Puppet
2 14 (7.22%) Ansible
3 12 (6.19%) Grafana
3 12 (6.19%) Graylog
3 12 (6.19%) Terraform
4 5 (2.58%) Kubernetes
5 2 (1.03%) CA Wily
5 2 (1.03%) OpenView
6 1 (0.52%) Opscode Chef
Vendors
1 33 (17.01%) Red Hat
2 18 (9.28%) Oracle
3 8 (4.12%) Informatica
3 8 (4.12%) VMware
4 7 (3.61%) Talend
5 4 (2.06%) CA
5 4 (2.06%) Splunk
6 3 (1.55%) F5
6 3 (1.55%) Google
7 2 (1.03%) HP
7 2 (1.03%) hybris
7 2 (1.03%) Microsoft
7 2 (1.03%) Nimsoft
8 1 (0.52%) Dell
8 1 (0.52%) FatWire
8 1 (0.52%) Hortonworks
8 1 (0.52%) Salesforce.com
8 1 (0.52%) SAP
8 1 (0.52%) Sitecore
8 1 (0.52%) Twitter