NoSQL Jobs in Yorkshire

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

NoSQL England / Yorkshire
Location	3 months to 27 Jun 2017	Same period 2016	Same period 2015
Rank	76	137	167
Rank change year-on-year	+61	+30
Permanent jobs citing NoSQL	188	102	102
As % of all permanent IT jobs advertised in Yorkshire	3.50%	1.81%	1.51%
As % of the Database & Business Intelligence category	10.74%	5.91%	4.32%
Number of salaries quoted	145	88	89
Median salary	£50,000	£47,500	£47,500
Median salary % change year-on-year	+5.26%	-
90% offered a salary of more than	£37,500	£34,250	£40,000
10% offered a salary of more than	£61,000	£63,250	£60,000
UK excluding London median salary	£47,500	£47,500	£45,000
% change year-on-year	-	+5.55%

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills	1750	1726	2363
As % of all permanent IT job vacancies advertised in Yorkshire	32.59%	30.60%	34.96%
Number of salaries quoted	1519	1421	2042
Median salary	£42,500	£40,000	£40,000
Median salary % change year-on-year	+6.25%	-
90% offered a salary of more than	£30,000	£30,000	£30,000
10% offered a salary of more than	£60,000	£57,500	£56,500
UK excluding London median salary	£42,500	£42,500	£41,500
% change year-on-year	-	+2.40%

NoSQL
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing NoSQL as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Yorkshire.

NoSQL
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing NoSQL in Yorkshire over the 3 months to 27 June 2017.

NoSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Yorkshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
West Yorkshire	+39	117	£55,000	+12.24%	15
South Yorkshire	+31	44	£51,250	+42.36%	4
North Yorkshire	+14	19	£40,000	-15.78%	2
NoSQL England

NoSQL
Top 30 Co-occurring IT Skills in Yorkshire

For the 6 months to 27 June 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for NoSQL.

1	231 (66.96%)	Java
2	206 (59.71%)	Git (software)
3	188 (54.49%)	SQL
4	171 (49.57%)	Agile Software Development
5	138 (40.00%)	Test Automation
6	131 (37.97%)	JavaScript
7	117 (33.91%)	OO
8	107 (31.01%)	Software Engineering
9	105 (30.43%)	TDD
10	98 (28.41%)	Subversion
11	96 (27.83%)	Continuous Integration
12	92 (26.67%)	Node.js
13	90 (26.09%)	Mercurial
14	88 (25.51%)	CSS
15	87 (25.22%)	HTML

16	85 (24.64%)	MongoDB
17	78 (22.61%)	Algorithms
17	78 (22.61%)	Degree
18	76 (22.03%)	Data Structures
19	74 (21.45%)	AngularJS
19	74 (21.45%)	Scrum
20	69 (20.00%)	MVC
21	67 (19.42%)	BDD
22	65 (18.84%)	Web Services
23	58 (16.81%)	Apache Cassandra
24	57 (16.52%)	Redis
25	56 (16.23%)	E-Commerce
26	55 (15.94%)	C#
26	55 (15.94%)	Spring
27	51 (14.78%)	Amazon AWS

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	21 (6.09%)	Elasticsearch
2	16 (4.64%)	Apache Spark
3	15 (4.35%)	Apache Solr
4	13 (3.77%)	JBoss
5	12 (3.48%)	Tomcat
6	11 (3.19%)	Jetty
6	11 (3.19%)	WebLogic
7	5 (1.45%)	Tornado
8	4 (1.16%)	CMS
9	3 (0.87%)	nginx
10	2 (0.58%)	Apache
10	2 (0.58%)	concrete5
10	2 (0.58%)	ExpressionEngine
10	2 (0.58%)	WordPress
11	1 (0.29%)	Sitecore CMS

Applications
1	3 (0.87%)	MS Visio
2	2 (0.58%)	Photoshop
3	1 (0.29%)	S-PLUS

Business Applications
1	3 (0.87%)	Magento

Cloud Services
1	51 (14.78%)	Amazon AWS
2	37 (10.72%)	Microsoft Azure
3	28 (8.12%)	GitHub
4	9 (2.61%)	Google Cloud Platform
5	3 (0.87%)	PaaS
6	2 (0.58%)	Sage Pay
7	1 (0.29%)	Cloud Computing

Communications & Networking
1	17 (4.93%)	DNS
2	12 (3.48%)	Internet
3	9 (2.61%)	LDAP
4	8 (2.32%)	SSL
5	5 (1.45%)	AMQP
6	3 (0.87%)	HTTP
6	3 (0.87%)	IP Telephony
6	3 (0.87%)	MPLS
6	3 (0.87%)	NAS
6	3 (0.87%)	SAN
6	3 (0.87%)	Unified Communications
6	3 (0.87%)	VPN
6	3 (0.87%)	WAN
7	1 (0.29%)	SSH

Database & Business Intelligence
1	85 (24.64%)	MongoDB
2	58 (16.81%)	Apache Cassandra
3	57 (16.52%)	Redis
4	49 (14.20%)	SQL Server
5	46 (13.33%)	Riak
6	36 (10.43%)	Hadoop
7	35 (10.14%)	MySQL
8	34 (9.86%)	SQL Server 2014
9	29 (8.41%)	Couchbase
10	26 (7.54%)	CouchDB
11	20 (5.80%)	Big Data
12	11 (3.19%)	SQL Server 2005
13	10 (2.90%)	RDBMS
13	10 (2.90%)	Relational Database
14	3 (0.87%)	DocumentDB
14	3 (0.87%)	PostgreSQL
14	3 (0.87%)	SQL Server 2016
15	2 (0.58%)	Data Warehouse
15	2 (0.58%)	DB2
15	2 (0.58%)	Oracle Database 12c

Development Applications
1	206 (59.71%)	Git (software)
2	98 (28.41%)	Subversion
3	90 (26.09%)	Mercurial
4	51 (14.78%)	Jenkins
5	29 (8.41%)	Maven
6	10 (2.90%)	Vagrant
7	9 (2.61%)	JUnit
8	8 (2.32%)	Eclipse
9	7 (2.03%)	Cucumber
9	7 (2.03%)	Octopus Deploy
10	6 (1.74%)	Gradle
10	6 (1.74%)	IntelliJ
10	6 (1.74%)	Selenium
11	5 (1.45%)	FitNesse
11	5 (1.45%)	Gatling
11	5 (1.45%)	JBehave
11	5 (1.45%)	JMeter
11	5 (1.45%)	LoadRunner
11	5 (1.45%)	TeamCity
12	4 (1.16%)	Travis CI

General
1	27 (7.83%)	Games
2	26 (7.54%)	Advertising
3	18 (5.22%)	Music Industry
4	14 (4.06%)	Finance
5	11 (3.19%)	Electronics
6	5 (1.45%)	Manufacturing
7	4 (1.16%)	Retail
8	3 (0.87%)	Legal
9	1 (0.29%)	Pharmaceutical

Job Titles
1	239 (69.28%)	Developer
2	143 (41.45%)	Java Developer
3	61 (17.68%)	Software Engineer
4	58 (16.81%)	Java Engineer
4	58 (16.81%)	Senior Developer
5	55 (15.94%)	Senior Java Developer
6	52 (15.07%)	Java Software Engineer
7	50 (14.49%)	Senior Java Engineer
8	49 (14.20%)	Senior Java Software Engineer
8	49 (14.20%)	Senior Software Engineer
9	37 (10.72%)	.NET Developer
10	30 (8.70%)	Architect
11	24 (6.96%)	Infrastructure Architect
12	22 (6.38%)	JavaScript Developer
13	17 (4.93%)	Cloud Architect
13	17 (4.93%)	Web Architect
14	16 (4.64%)	C# Developer
14	16 (4.64%)	Software Developer
15	15 (4.35%)	VMware Architect
16	13 (3.77%)	Web Developer

Libraries, Frameworks & Software Standards
1	92 (26.67%)	Node.js
2	88 (25.51%)	CSS
3	87 (25.22%)	HTML
4	74 (21.45%)	AngularJS
5	65 (18.84%)	Web Services
6	55 (15.94%)	Spring
7	47 (13.62%)	RESTful
8	46 (13.33%)	.NET
9	36 (10.43%)	ASP.NET
9	36 (10.43%)	ASP.NET MVC
10	34 (9.86%)	HTML5
11	33 (9.57%)	REST
11	33 (9.57%)	XML
12	32 (9.28%)	React
12	32 (9.28%)	SOAP
13	31 (8.99%)	Spring Boot
14	30 (8.70%)	.NET Framework
15	29 (8.41%)	ASP.NET MVC 5
15	29 (8.41%)	Entity Framework
16	27 (7.83%)	ASP.NET Web API

Miscellaneous
1	78 (22.61%)	Algorithms
2	76 (22.03%)	Data Structures
3	45 (13.04%)	User Experience
4	23 (6.67%)	Greenfield Project
5	11 (3.19%)	Internet of Things
5	11 (3.19%)	Private Cloud
6	7 (2.03%)	Enterprise Software
7	6 (1.74%)	Analytical Skills
8	4 (1.16%)	Mobile App
9	3 (0.87%)	Fintech
9	3 (0.87%)	Video Conferencing
10	2 (0.58%)	Computer Science
10	2 (0.58%)	Social Network
11	1 (0.29%)	Client/Server
11	1 (0.29%)	iPhone
11	1 (0.29%)	N-Tier
11	1 (0.29%)	Online Games
11	1 (0.29%)	Public Cloud
11	1 (0.29%)	Smartphone

Operating Systems
1	42 (12.17%)	Linux
2	20 (5.80%)	Unix
3	8 (2.32%)	Windows
4	7 (2.03%)	Windows Server
5	4 (1.16%)	Windows Server 2008
5	4 (1.16%)	Windows Server 2012
6	3 (0.87%)	Red Hat Enterprise Linux
7	2 (0.58%)	Android
7	2 (0.58%)	CentOS
8	1 (0.29%)	Apple iOS
8	1 (0.29%)	Mac OS

Processes & Methodologies
1	171 (49.57%)	Agile Software Development
2	138 (40.00%)	Test Automation
3	117 (33.91%)	OO
4	107 (31.01%)	Software Engineering
5	105 (30.43%)	TDD
6	96 (27.83%)	Continuous Integration
7	74 (21.45%)	Scrum
8	69 (20.00%)	MVC
9	67 (19.42%)	BDD
10	56 (16.23%)	E-Commerce
11	43 (12.46%)	Kanban
12	42 (12.17%)	High Availability
13	38 (11.01%)	Web Application Development
14	36 (10.43%)	DSDM
14	36 (10.43%)	RUP
15	30 (8.70%)	Unit Testing
16	29 (8.41%)	Web Development
17	25 (7.25%)	DevOps
18	24 (6.96%)	Open Source
19	23 (6.67%)	OOD

Programming Languages
1	231 (66.96%)	Java
2	188 (54.49%)	SQL
3	131 (37.97%)	JavaScript
4	55 (15.94%)	C#
5	39 (11.30%)	Python
6	36 (10.43%)	PHP
7	31 (8.99%)	Ruby
8	20 (5.80%)	Bash Shell
9	12 (3.48%)	TypeScript
10	8 (2.32%)	Scala
11	7 (2.03%)	Haskell
12	6 (1.74%)	Erlang
12	6 (1.74%)	F#
13	3 (0.87%)	Java 9
13	3 (0.87%)	PL/SQL
14	2 (0.58%)	Clojure
14	2 (0.58%)	T-SQL
14	2 (0.58%)	VB
14	2 (0.58%)	VB.NET
14	2 (0.58%)	VB6

Qualifications
1	78 (22.61%)	Degree
2	10 (2.90%)	ISEB
2	10 (2.90%)	ITIL Certification
3	2 (0.58%)	Computer Science Degree

Quality Assurance & Compliance
1	11 (3.19%)	QA
2	10 (2.90%)	PCI DSS
3	3 (0.87%)	PMO

System Software
1	27 (7.83%)	Docker
2	23 (6.67%)	VMware Infrastructure
3	12 (3.48%)	Active Directory
3	12 (3.48%)	VMware ESXi
4	10 (2.90%)	Oracle RAC
5	2 (0.58%)	Varnish
6	1 (0.29%)	Apache Flume
6	1 (0.29%)	Apache ZooKeeper
6	1 (0.29%)	HDFS

Systems Management
1	36 (10.43%)	Puppet
2	14 (4.06%)	Kibana
2	14 (4.06%)	logstash
3	11 (3.19%)	Opscode Chef
4	6 (1.74%)	Ansible
5	2 (0.58%)	Data Guard
5	2 (0.58%)	Enterprise Manager Cloud Control
5	2 (0.58%)	Graphite
5	2 (0.58%)	Oracle RMAN
5	2 (0.58%)	Salt

Vendors
1	29 (8.41%)	F5
1	29 (8.41%)	VMware
2	26 (7.54%)	Brocade
3	22 (6.38%)	Rackspace
4	18 (5.22%)	Oracle
5	12 (3.48%)	Cisco
5	12 (3.48%)	Infoblox
6	11 (3.19%)	Google
7	10 (2.90%)	Apple
8	7 (2.03%)	Zend
9	5 (1.45%)	Microsoft
9	5 (1.45%)	Red Hat
10	4 (1.16%)	IBM
11	3 (0.87%)	EMC
11	3 (0.87%)	HP
11	3 (0.87%)	NetApp
12	2 (0.58%)	Adobe
12	2 (0.58%)	Atlassian
12	2 (0.58%)	PayPal
12	2 (0.58%)	Splunk