Period
to 20 August 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 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.

NoSQL
England > Yorkshire
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 64 52 89
Rank change year-on-year -12 +37 +29
Contract jobs citing NoSQL 165 174 146
As % of all contract IT jobs advertised in Yorkshire 3.37% 4.11% 2.53%
As % of the Database & Business Intelligence category 14.42% 17.66% 10.24%
Number of daily rates quoted 129 148 129
Yorkshire median daily rate £450 £425 £450
Median daily rate % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £373 £349 £350
90th Percentile £578 £595 £606
England median daily rate £525 £490 £475
% change year-on-year +7.14% +3.16% -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £45.00 £48.50 £40.00
% change year-on-year -7.22% +21.25% -30.43%

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 1,144 985 1,426
As % of all contract IT jobs advertised in Yorkshire 23.35% 23.28% 24.70%
Number of daily rates quoted 815 643 1,012
Yorkshire median daily rate £400 £400 £385
Median daily rate % change year-on-year - +3.90% +10.00%
10th Percentile £305 £300 £288
90th Percentile £549 £538 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 19 11 20
Yorkshire median hourly rate £20.00 £17.50 £14.00
Median hourly rate % change year-on-year +14.29% +25.00% -24.32%
10th Percentile £14.15 £12.00 £12.23
90th Percentile £34.00 £35.00 £31.73
England median hourly rate £30.00 £30.00 £28.50
% change year-on-year - +5.26% +4.34%

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 20 August 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 20 August 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 -13 144 £450 +5.88% 26
South Yorkshire -5 19 £450 +5.88% 12
North Yorkshire -3 1 - - 5
NoSQL
England

For the 6 months to 20 August 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.

1 119 (72.12%) Java
2 111 (67.27%) Agile Software Development
3 110 (66.67%) SQL
4 85 (51.52%) TDD
5 80 (48.48%) Software Engineering
6 71 (43.03%) Git (software)
7 65 (39.39%) Microservices
8 61 (36.97%) Continuous Integration
9 59 (35.76%) MongoDB
10 53 (32.12%) Spring
11 52 (31.52%) Jenkins
12 50 (30.30%) REST
13 48 (29.09%) JavaScript
14 46 (27.88%) Linux
14 46 (27.88%) PostgreSQL
14 46 (27.88%) Open Source
15 45 (27.27%) Node.js
16 44 (26.67%) MySQL
17 41 (24.85%) Python
18 39 (23.64%) Kafka
19 35 (21.21%) Scrum
19 35 (21.21%) Test Automation
19 35 (21.21%) Spring Boot
20 34 (20.61%) Mentoring
21 33 (20.00%) Big Data
21 33 (20.00%) Scala
22 32 (19.39%) JIRA
23 31 (18.79%) Hibernate
23 31 (18.79%) DevOps
24 30 (18.18%) Relational Database

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 29 (17.58%) Apache Spark
2 27 (16.36%) Confluence
3 24 (14.55%) Apache
4 20 (12.12%) nginx
5 13 (7.88%) Tomcat
6 12 (7.27%) Elasticsearch
7 4 (2.42%) Oracle SOA Suite
8 2 (1.21%) Apache ServiceMix
8 2 (1.21%) IIS
8 2 (1.21%) Jetty
8 2 (1.21%) Mongrel
8 2 (1.21%) Oracle HTTP Server
8 2 (1.21%) WebLogic
8 2 (1.21%) WebLogic Portal
8 2 (1.21%) WebSphere
9 1 (0.61%) Cloud Foundry
9 1 (0.61%) Mule
Business Applications
1 2 (1.21%) Oracle EBS
Cloud Services
1 26 (15.76%) Slack
2 18 (10.91%) Amazon AWS
3 8 (4.85%) GitHub
4 6 (3.64%) Google Analytics
5 5 (3.03%) Amazon EC2
6 4 (2.42%) Google Cloud Platform
6 4 (2.42%) Microsoft Azure
7 3 (1.82%) Amazon EMR
7 3 (1.82%) Amazon Glacier
7 3 (1.82%) Amazon S3
7 3 (1.82%) AWS Lambda
7 3 (1.82%) Virtual Private Cloud
8 2 (1.21%) Datadog
8 2 (1.21%) Google App Engine
8 2 (1.21%) npm
9 1 (0.61%) Boomi
9 1 (0.61%) Cloud Computing
9 1 (0.61%) OpenShift
9 1 (0.61%) Serverless
9 1 (0.61%) Tricentis Tosca
Communications & Networking
1 19 (11.52%) HTTP
2 9 (5.45%) SSL
2 9 (5.45%) TCP/IP
3 6 (3.64%) Firewall
4 3 (1.82%) DHCP
4 3 (1.82%) DNS
4 3 (1.82%) FTP
4 3 (1.82%) IPsec
5 2 (1.21%) SMS
6 1 (0.61%) Internet
6 1 (0.61%) Skype
6 1 (0.61%) VPN
Database & Business Intelligence
1 59 (35.76%) MongoDB
2 46 (27.88%) PostgreSQL
3 44 (26.67%) MySQL
4 33 (20.00%) Big Data
5 30 (18.18%) Relational Database
6 29 (17.58%) Apache Cassandra
6 29 (17.58%) Apache Hive
6 29 (17.58%) Hadoop
7 20 (12.12%) HBase
7 20 (12.12%) RDBMS
8 13 (7.88%) CouchDB
9 12 (7.27%) Redis
10 10 (6.06%) Data Warehouse
11 8 (4.85%) GIS
11 8 (4.85%) Riak
11 8 (4.85%) Sqoop
12 7 (4.24%) Impala
13 6 (3.64%) Couchbase
13 6 (3.64%) SQL Server
14 3 (1.82%) Amazon DynamoDB
Development Applications
1 71 (43.03%) Git (software)
2 52 (31.52%) Jenkins
3 32 (19.39%) JIRA
4 29 (17.58%) Cucumber
5 22 (13.33%) JUnit
6 18 (10.91%) Subversion
7 17 (10.30%) Mercurial
8 13 (7.88%) Jasmine
9 11 (6.67%) Artifactory
10 7 (4.24%) IntelliJ
10 7 (4.24%) Selenium
11 6 (3.64%) Ant
11 6 (3.64%) Gatling
12 3 (1.82%) Atlassian Bamboo
12 3 (1.82%) Grunt
12 3 (1.82%) gulp
12 3 (1.82%) Karma Test Runner
12 3 (1.82%) Travis CI
13 2 (1.21%) JSUnit
13 2 (1.21%) Maven
General
1 4 (2.42%) Banking
2 2 (1.21%) Finance
2 2 (1.21%) Retail
3 1 (0.61%) Games
Job Titles
1 86 (52.12%) Developer
2 57 (34.55%) Java Developer
3 36 (21.82%) Software Engineer
4 15 (9.09%) Architect
5 14 (8.48%) Java Engineer
6 12 (7.27%) Data Engineer
6 12 (7.27%) Python Developer
6 12 (7.27%) Scala Developer
7 10 (6.06%) Java Software Engineer
8 8 (4.85%) Java Software Developer
8 8 (4.85%) Software Developer
9 7 (4.24%) DevOps Engineer
9 7 (4.24%) JavaScript Engineer
10 6 (3.64%) Java Architect
10 6 (3.64%) Solutions Architect
11 5 (3.03%) Java Scala Developer
11 5 (3.03%) Java Solutions Architect
11 5 (3.03%) Technical Architect
12 4 (2.42%) AWS Engineer
12 4 (2.42%) Digital Architect
Libraries, Frameworks & Software Standards
1 53 (32.12%) Spring
2 50 (30.30%) REST
3 45 (27.27%) Node.js
4 39 (23.64%) Kafka
5 35 (21.21%) Spring Boot
6 31 (18.79%) Hibernate
7 26 (15.76%) RabbitMQ
8 21 (12.73%) ActiveMQ
9 17 (10.30%) CSS
10 16 (9.70%) AngularJS
10 16 (9.70%) HTML
10 16 (9.70%) RESTful
11 14 (8.48%) Web Services
12 13 (7.88%) HTML5
12 13 (7.88%) XML
13 12 (7.27%) Dropwizard
13 12 (7.27%) JSON
13 12 (7.27%) SOAP
14 10 (6.06%) Spring Batch
14 10 (6.06%) Spring Security
Miscellaneous
1 7 (4.24%) Analytical Skills
2 4 (2.42%) Management Information System
3 3 (1.82%) Enterprise Software
4 2 (1.21%) Algorithms
4 2 (1.21%) Greenfield Project
4 2 (1.21%) NHS
4 2 (1.21%) User Experience
5 1 (0.61%) Data Centre
5 1 (0.61%) Data Structures
5 1 (0.61%) Mobile App
5 1 (0.61%) PKI
5 1 (0.61%) Public Cloud
5 1 (0.61%) Self-Motivation
5 1 (0.61%) Virtual Team
Operating Systems
1 46 (27.88%) Linux
2 28 (16.97%) Red Hat Enterprise Linux
3 8 (4.85%) Windows
4 6 (3.64%) Ubuntu
4 6 (3.64%) Unix
5 2 (1.21%) Oracle Linux
6 1 (0.61%) AIX
6 1 (0.61%) Android
6 1 (0.61%) Apple iOS
6 1 (0.61%) CentOS
6 1 (0.61%) HPUX
6 1 (0.61%) Solaris
6 1 (0.61%) Windows Server
6 1 (0.61%) Windows Server 2008
Processes & Methodologies
1 111 (67.27%) Agile Software Development
2 85 (51.52%) TDD
3 80 (48.48%) Software Engineering
4 65 (39.39%) Microservices
5 61 (36.97%) Continuous Integration
6 46 (27.88%) Open Source
7 35 (21.21%) Scrum
7 35 (21.21%) Test Automation
8 34 (20.61%) Mentoring
9 31 (18.79%) DevOps
10 29 (17.58%) BDD
11 28 (16.97%) OO
12 27 (16.36%) Coaching
13 26 (15.76%) Kanban
14 20 (12.12%) SFIA
15 17 (10.30%) OOP
16 16 (9.70%) Integration Testing
17 14 (8.48%) SDLC
18 13 (7.88%) Continuous Delivery
19 12 (7.27%) ETL
Programming Languages
1 119 (72.12%) Java
2 110 (66.67%) SQL
3 48 (29.09%) JavaScript
4 41 (24.85%) Python
5 33 (20.00%) Scala
6 21 (12.73%) Java 8
7 17 (10.30%) C#
8 11 (6.67%) Groovy
9 10 (6.06%) Perl
10 9 (5.45%) Shell Script
11 8 (4.85%) Ruby
12 6 (3.64%) C++
12 6 (3.64%) Haskell
13 3 (1.82%) PL/SQL
14 2 (1.21%) C
14 2 (1.21%) R
15 1 (0.61%) ES6
15 1 (0.61%) MATLAB
15 1 (0.61%) PowerShell
15 1 (0.61%) T-SQL
Qualifications
1 19 (11.52%) Security Cleared
2 17 (10.30%) SC Cleared
3 3 (1.82%) BPSS Clearance
4 2 (1.21%) CISSP
4 2 (1.21%) Sun Certification
5 1 (0.61%) CEH
5 1 (0.61%) CISM
5 1 (0.61%) Degree
5 1 (0.61%) GCIA
5 1 (0.61%) GCIH
5 1 (0.61%) PhD
5 1 (0.61%) SANS
Quality Assurance & Compliance
1 6 (3.64%) QA
2 3 (1.82%) GDPR
2 3 (1.82%) PCI DSS
3 2 (1.21%) Data Quality
4 1 (0.61%) GCP
4 1 (0.61%) PMO
System Software
1 27 (16.36%) Docker
2 8 (4.85%) Apache Flume
3 6 (3.64%) VMware Infrastructure
4 4 (2.42%) VMware Server
5 2 (1.21%) HDFS
5 2 (1.21%) Oracle RAC
5 2 (1.21%) Xen
6 1 (0.61%) Virtual Machines
Systems Management
1 25 (15.15%) Puppet
2 20 (12.12%) Ansible
3 16 (9.70%) Grafana
4 12 (7.27%) Terraform
5 10 (6.06%) Graylog
6 6 (3.64%) Kibana
7 5 (3.03%) Opscode Chef
8 4 (2.42%) Kubernetes
9 2 (1.21%) Data Guard
9 2 (1.21%) Failover Clustering
9 2 (1.21%) OpenView
9 2 (1.21%) Oracle RMAN
10 1 (0.61%) CA Wily
10 1 (0.61%) QRadar
10 1 (0.61%) SCOM
10 1 (0.61%) ZABBIX
Vendors
1 19 (11.52%) Red Hat
2 16 (9.70%) Oracle
3 13 (7.88%) Splunk
4 10 (6.06%) Google
5 9 (5.45%) MapR
6 8 (4.85%) Informatica
7 7 (4.24%) Talend
8 6 (3.64%) VMware
9 5 (3.03%) Adobe
10 4 (2.42%) Hortonworks
11 3 (1.82%) Cloudera
11 3 (1.82%) Micro Focus
11 3 (1.82%) Microsoft
12 2 (1.21%) HP
12 2 (1.21%) hybris
12 2 (1.21%) Sun
13 1 (0.61%) ArcSight
13 1 (0.61%) Dell
13 1 (0.61%) Nimsoft
13 1 (0.61%) Twitter