Period
to 13 November 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 13 November 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
13 Nov 2018
Same period 2017 Same period 2016
Rank 69 56 99
Rank change year-on-year -13 +43 +11
Contract jobs citing NoSQL 135 155 117
As % of all contract IT jobs advertised in Yorkshire 2.75% 3.57% 2.13%
As % of the Database & Business Intelligence category 12.10% 15.88% 8.72%
Number of daily rates quoted 100 149 105
Yorkshire median daily rate £463 £425 £425
Median daily rate % change year-on-year +8.82% - -5.56%
10th Percentile £388 £375 £320
90th Percentile £600 £645 £560
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -2.56%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £33.75 £45.00 £60.25
% change year-on-year -25.00% -25.31% +20.50%

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 1,116 976 1,341
As % of all contract IT jobs advertised in Yorkshire 22.72% 22.49% 24.47%
Number of daily rates quoted 771 659 912
Yorkshire median daily rate £410 £400 £380
Median daily rate % change year-on-year +2.50% +5.26% +2.01%
10th Percentile £300 £305 £281
90th Percentile £550 £538 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 28 8 23
Yorkshire median hourly rate £17.25 £21.75 £14.00
Median hourly rate % change year-on-year -20.69% +55.36% -18.03%
10th Percentile £13.02 £11.75 £12.25
90th Percentile £33.23 £37.85 £31.50
England median hourly rate £33.50 £31.23 £28.00
% change year-on-year +7.27% +11.54% +1.30%

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 13 November 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 13 November 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 -18 114 £463 +8.82% 33
South Yorkshire -3 19 £463 +8.82% 10
North Yorkshire -5 2 - - 10
NoSQL
England

For the 6 months to 13 November 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 91 (67.41%) SQL
2 80 (59.26%) Agile Software Development
3 76 (56.30%) Java
4 74 (54.81%) MongoDB
5 70 (51.85%) TDD
6 63 (46.67%) Software Engineering
7 52 (38.52%) Git (software)
8 50 (37.04%) JavaScript
9 47 (34.81%) Linux
9 47 (34.81%) Python
9 47 (34.81%) PostgreSQL
10 42 (31.11%) Hadoop
10 42 (31.11%) Node.js
11 41 (30.37%) MySQL
12 38 (28.15%) Microservices
13 37 (27.41%) Test Automation
14 35 (25.93%) JIRA
15 34 (25.19%) Spring
15 34 (25.19%) Continuous Integration
16 31 (22.96%) Cucumber
16 31 (22.96%) BDD
17 30 (22.22%) Apache Spark
17 30 (22.22%) Mentoring
18 29 (21.48%) Jenkins
19 28 (20.74%) Confluence
20 27 (20.00%) REST
20 27 (20.00%) Red Hat Enterprise Linux
20 27 (20.00%) Big Data
21 26 (19.26%) Slack
22 25 (18.52%) Scala

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 30 (22.22%) Apache Spark
2 28 (20.74%) Confluence
3 24 (17.78%) nginx
4 22 (16.30%) Apache
5 18 (13.33%) Elasticsearch
6 11 (8.15%) Tomcat
7 2 (1.48%) CMS
7 2 (1.48%) Oracle HTTP Server
7 2 (1.48%) WebLogic
7 2 (1.48%) WebLogic Portal
7 2 (1.48%) WordPress
8 1 (0.74%) Apache ServiceMix
8 1 (0.74%) Cloud Foundry
8 1 (0.74%) WebSphere
Applications
1 1 (0.74%) Microsoft Excel
Business Applications
1 2 (1.48%) Oracle EBS
2 1 (0.74%) Distributed Ledger
Cloud Services
1 26 (19.26%) Slack
2 20 (14.81%) Amazon AWS
3 7 (5.19%) Microsoft Azure
4 6 (4.44%) Google Analytics
4 6 (4.44%) IaaS
4 6 (4.44%) PaaS
5 3 (2.22%) Amazon EC2
5 3 (2.22%) Amazon EMR
5 3 (2.22%) Amazon Glacier
5 3 (2.22%) Amazon S3
5 3 (2.22%) AWS Lambda
5 3 (2.22%) Virtual Private Cloud
6 2 (1.48%) Datadog
7 1 (0.74%) GitHub
7 1 (0.74%) Google Cloud Platform
7 1 (0.74%) OpenShift
7 1 (0.74%) Serverless
7 1 (0.74%) Tricentis Tosca
Communications & Networking
1 9 (6.67%) HTTP
2 7 (5.19%) SAN
2 7 (5.19%) SSL
2 7 (5.19%) TCP/IP
3 6 (4.44%) Firewall
4 4 (2.96%) NAS
5 3 (2.22%) FCoE
5 3 (2.22%) iSCSI
5 3 (2.22%) VSAN
6 2 (1.48%) WebEx
7 1 (0.74%) AMQP
7 1 (0.74%) DHCP
7 1 (0.74%) DNS
7 1 (0.74%) FTP
7 1 (0.74%) IPsec
7 1 (0.74%) Skype
7 1 (0.74%) VPN
Database & Business Intelligence
1 74 (54.81%) MongoDB
2 47 (34.81%) PostgreSQL
3 42 (31.11%) Hadoop
4 41 (30.37%) MySQL
5 27 (20.00%) Big Data
6 25 (18.52%) Relational Database
7 24 (17.78%) Apache Cassandra
8 21 (15.56%) CouchDB
9 18 (13.33%) Apache Hive
9 18 (13.33%) Redis
10 16 (11.85%) GIS
10 16 (11.85%) Riak
11 14 (10.37%) HBase
11 14 (10.37%) RDBMS
12 8 (5.93%) SQL Server
13 7 (5.19%) Couchbase
13 7 (5.19%) Data Warehouse
14 5 (3.70%) SQL Server 2012
14 5 (3.70%) SQL Server Integration Services
14 5 (3.70%) SQL Server Reporting Services
Development Applications
1 52 (38.52%) Git (software)
2 35 (25.93%) JIRA
3 31 (22.96%) Cucumber
4 29 (21.48%) Jenkins
5 19 (14.07%) Subversion
6 18 (13.33%) Mercurial
7 11 (8.15%) Selenium
8 9 (6.67%) Gatling
8 9 (6.67%) IntelliJ
9 7 (5.19%) JUnit
10 6 (4.44%) Ant
10 6 (4.44%) Artifactory
11 3 (2.22%) Atlassian Bamboo
11 3 (2.22%) JMeter
11 3 (2.22%) NeoLoad
11 3 (2.22%) Vagrant
12 2 (1.48%) Oracle Forms
12 2 (1.48%) ProC
12 2 (1.48%) SoapUI
12 2 (1.48%) TestNG
General
1 8 (5.93%) Finance
2 3 (2.22%) Banking
3 2 (1.48%) Financial Institution
3 2 (1.48%) Retail
Job Titles
1 76 (56.30%) Developer
2 34 (25.19%) Java Developer
3 26 (19.26%) Software Engineer
4 16 (11.85%) Python Developer
5 13 (9.63%) Software Developer
6 12 (8.89%) Scala Developer
7 10 (7.41%) Data Engineer
8 6 (4.44%) Java Engineer
8 6 (4.44%) Senior Data Engineer
8 6 (4.44%) Senior Developer
9 5 (3.70%) DevOps Engineer
9 5 (3.70%) Java Scala Developer
9 5 (3.70%) Java Software Developer
10 4 (2.96%) Architect
10 4 (2.96%) Developer in Test
10 4 (2.96%) React Developer
10 4 (2.96%) SSIS Developer
11 3 (2.22%) AWS Engineer
11 3 (2.22%) Consultant
11 3 (2.22%) DBA
Libraries, Frameworks & Software Standards
1 42 (31.11%) Node.js
2 34 (25.19%) Spring
3 27 (20.00%) REST
4 24 (17.78%) Hibernate
4 24 (17.78%) RabbitMQ
4 24 (17.78%) Spring Boot
5 22 (16.30%) Kafka
6 11 (8.15%) Web Services
7 10 (7.41%) CSS
7 10 (7.41%) JSON
8 8 (5.93%) ActiveMQ
8 8 (5.93%) XML
9 7 (5.19%) SOAP
10 6 (4.44%) Gherkin
10 6 (4.44%) HTML
10 6 (4.44%) Play Framework
10 6 (4.44%) RESTful
10 6 (4.44%) Servlets
11 5 (3.70%) AngularJS
11 5 (3.70%) J2EE
Miscellaneous
1 7 (5.19%) Analytical Skills
2 4 (2.96%) Management Information System
3 3 (2.22%) Algorithms
3 3 (2.22%) Data Centre
3 3 (2.22%) Greenfield Project
4 2 (1.48%) Data Structures
4 2 (1.48%) Mobile App
4 2 (1.48%) NHS
4 2 (1.48%) User Experience
5 1 (0.74%) Computer Science
5 1 (0.74%) Enterprise Software
5 1 (0.74%) iSeries
5 1 (0.74%) Mainframe
5 1 (0.74%) PKI
5 1 (0.74%) Public Cloud
5 1 (0.74%) Virtual Team
Operating Systems
1 47 (34.81%) Linux
2 27 (20.00%) Red Hat Enterprise Linux
3 15 (11.11%) Windows
4 7 (5.19%) Unix
5 6 (4.44%) Ubuntu
6 2 (1.48%) Oracle Linux
7 1 (0.74%) AIX
7 1 (0.74%) Android
7 1 (0.74%) Apple iOS
7 1 (0.74%) CentOS
7 1 (0.74%) Data ONTAP
7 1 (0.74%) HPUX
7 1 (0.74%) Solaris
7 1 (0.74%) Windows Server
7 1 (0.74%) Windows Server 2008
Processes & Methodologies
1 80 (59.26%) Agile Software Development
2 70 (51.85%) TDD
3 63 (46.67%) Software Engineering
4 38 (28.15%) Microservices
5 37 (27.41%) Test Automation
6 34 (25.19%) Continuous Integration
7 31 (22.96%) BDD
8 30 (22.22%) Mentoring
9 24 (17.78%) Coaching
10 23 (17.04%) SDLC
11 22 (16.30%) DevOps
12 17 (12.59%) OO
12 17 (12.59%) Open Source
13 11 (8.15%) Analytics
13 11 (8.15%) OOP
14 10 (7.41%) Pair Programming
15 9 (6.67%) Business Intelligence
15 9 (6.67%) Problem-Solving
16 7 (5.19%) Configuration Management
16 7 (5.19%) High Availability
Programming Languages
1 91 (67.41%) SQL
2 76 (56.30%) Java
3 50 (37.04%) JavaScript
4 47 (34.81%) Python
5 25 (18.52%) Scala
6 18 (13.33%) Java 8
7 11 (8.15%) C#
7 11 (8.15%) Groovy
8 10 (7.41%) Ruby
9 9 (6.67%) Perl
9 9 (6.67%) PowerShell
10 6 (4.44%) Haskell
11 5 (3.70%) Bash Shell
12 4 (2.96%) VBA
13 3 (2.22%) C++
13 3 (2.22%) PL/SQL
13 3 (2.22%) R
14 2 (1.48%) C
14 2 (1.48%) PHP
14 2 (1.48%) T-SQL
Qualifications
1 7 (5.19%) Security Cleared
2 6 (4.44%) BPSS Clearance
2 6 (4.44%) SC Cleared
3 2 (1.48%) CISSP
3 2 (1.48%) Sun Certification
4 1 (0.74%) CEH
4 1 (0.74%) CISM
4 1 (0.74%) Computer Science Degree
4 1 (0.74%) Degree
4 1 (0.74%) GCIA
4 1 (0.74%) GCIH
4 1 (0.74%) PhD
4 1 (0.74%) SANS
Quality Assurance & Compliance
1 8 (5.93%) QA
2 3 (2.22%) GDPR
3 2 (1.48%) Data Quality
3 2 (1.48%) PCI DSS
4 1 (0.74%) PMO
System Software
1 19 (14.07%) Docker
2 3 (2.22%) VMware Infrastructure
3 2 (1.48%) HDFS
3 2 (1.48%) Oracle RAC
4 1 (0.74%) Apache Flume
4 1 (0.74%) Virtual Machines
Systems Management
1 20 (14.81%) Ansible
2 17 (12.59%) Puppet
3 13 (9.63%) Grafana
4 8 (5.93%) Opscode Chef
5 7 (5.19%) Terraform
6 6 (4.44%) Kibana
7 5 (3.70%) Graylog
8 4 (2.96%) Kubernetes
8 4 (2.96%) NetBackup
9 2 (1.48%) Data Guard
9 2 (1.48%) Failover Clustering
9 2 (1.48%) Graphite
9 2 (1.48%) Oracle RMAN
10 1 (0.74%) Cobbler
10 1 (0.74%) OpenView
10 1 (0.74%) QRadar
10 1 (0.74%) SCOM
10 1 (0.74%) ZABBIX
Vendors
1 19 (14.07%) Oracle
2 14 (10.37%) Google
3 13 (9.63%) Splunk
4 10 (7.41%) MapR
5 8 (5.93%) IBM
6 7 (5.19%) EMC
6 7 (5.19%) NetApp
6 7 (5.19%) VMware
7 6 (4.44%) Cisco
8 5 (3.70%) Adobe
8 5 (3.70%) Red Hat
9 4 (2.96%) Hortonworks
10 3 (2.22%) Cloudera
10 3 (2.22%) Micro Focus
10 3 (2.22%) Veritas
11 2 (1.48%) Informatica
11 2 (1.48%) Sun
12 1 (0.74%) HP
12 1 (0.74%) Microsoft
12 1 (0.74%) TIBCO