NoSQL Jobs in Manchester

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 24 June 2017 with a comparison to the same period in the previous 2 years.

NoSQL North West / Manchester
Location	3 months to 24 Jun 2017	Same period 2016	Same period 2015
Rank	97	108	155
Rank change year-on-year	+11	+47
Permanent jobs citing NoSQL	119	74	28
As % of all permanent IT jobs advertised in Manchester	2.88%	2.12%	0.84%
As % of the Database & Business Intelligence category	8.34%	6.60%	2.36%
Number of salaries quoted	105	69	27
Median salary	£52,500	£50,000	£45,000
Median salary % change year-on-year	+5.00%	+11.11%
90% offered a salary of more than	£35,000	£32,500	£37,500
10% offered a salary of more than	£73,000	£66,000	£70,000
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 Manchester with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills Manchester
Permanent job vacancies with a requirement for database and business intelligence skills	1427	1121	1184
As % of all permanent IT job vacancies advertised in Manchester	34.52%	32.13%	35.35%
Number of salaries quoted	1253	1006	1034
Median salary	£41,000	£42,500	£40,000
Median salary % change year-on-year	-3.52%	+6.25%
90% offered a salary of more than	£30,000	£30,000	£27,500
10% offered a salary of more than	£60,000	£54,000	£55,000
UK excluding London median salary	£42,500	£42,500	£41,500
% change year-on-year	-	+2.40%

NoSQL
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

NoSQL
Salary Trend in Manchester

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

NoSQL
Salary Histogram in Manchester

The salary distribution of IT jobs citing NoSQL in Manchester over the 3 months to 24 June 2017.

Salary histogram for NoSQL in Manchester

NoSQL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Manchester region over the 3 months to 24 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
Altrincham	0	7	£40,000	-27.27%
Stockport	-	7	£35,000	-
Bolton	-	4	£75,000	-	1
NoSQL North West

NoSQL
Top 30 Co-occurring IT Skills in Manchester

For the 6 months to 24 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 Manchester region with a requirement for NoSQL.

1	161 (71.88%)	Agile Software Development
2	133 (59.38%)	Java
3	107 (47.77%)	SQL
4	103 (45.98%)	Git (software)
5	97 (43.30%)	Continuous Integration
6	91 (40.63%)	OO
7	87 (38.84%)	C#
8	79 (35.27%)	TDD
9	78 (34.82%)	.NET
10	73 (32.59%)	Test Automation
11	71 (31.70%)	Algorithms
12	69 (30.80%)	SQL Server
13	67 (29.91%)	Data Structures
14	63 (28.13%)	MVC
15	59 (26.34%)	Degree

16	58 (25.89%)	Subversion
17	54 (24.11%)	Scrum
18	51 (22.77%)	JavaScript
18	51 (22.77%)	Software Engineering
18	51 (22.77%)	AngularJS
19	49 (21.88%)	ASP.NET Web API
19	49 (21.88%)	Node.js
19	49 (21.88%)	Kanban
20	47 (20.98%)	HTML
20	47 (20.98%)	PHP
20	47 (20.98%)	ASP.NET
21	45 (20.09%)	Mercurial
22	42 (18.75%)	Relational Database
23	41 (18.30%)	ASP.NET MVC
24	40 (17.86%)	CSS

NoSQL
Co-occurring IT Skills in Manchester 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	15 (6.70%)	Apache Spark
2	9 (4.02%)	Apache
3	7 (3.13%)	OpenStack
3	7 (3.13%)	Tomcat
4	6 (2.68%)	Apache Pig
4	6 (2.68%)	Apache Solr
5	5 (2.23%)	Elasticsearch
5	5 (2.23%)	SAS
6	4 (1.79%)	Alfresco
6	4 (1.79%)	JBoss
6	4 (1.79%)	Jetty
6	4 (1.79%)	nginx
6	4 (1.79%)	Oracle Workflow
6	4 (1.79%)	WebLogic
7	3 (1.34%)	Confluence
7	3 (1.34%)	WebSphere
8	1 (0.45%)	IIS
8	1 (0.45%)	NServiceBus
8	1 (0.45%)	SharePoint
8	1 (0.45%)	Tornado

Applications
1	5 (2.23%)	Microsoft Excel
2	3 (1.34%)	S-PLUS
2	3 (1.34%)	SPSS
2	3 (1.34%)	Stata

Business Applications
1	5 (2.23%)	SAP Oil and Gas
2	4 (1.79%)	Cognos Business Intelligence

Cloud Services
1	36 (16.07%)	Amazon AWS
2	31 (13.84%)	Microsoft Azure
3	11 (4.91%)	SaaS
4	8 (3.57%)	GitHub
5	3 (1.34%)	Amazon ElastiCache
6	1 (0.45%)	Google Cloud Platform

Communications & Networking
1	22 (9.82%)	HTTP
2	8 (3.57%)	Internet
3	3 (1.34%)	SSL
4	1 (0.45%)	AMQP
4	1 (0.45%)	DNS
4	1 (0.45%)	Ethernet
4	1 (0.45%)	Firewall
4	1 (0.45%)	Intrusion Detection
4	1 (0.45%)	VoIP
4	1 (0.45%)	Wireless

Database & Business Intelligence
1	69 (30.80%)	SQL Server
2	42 (18.75%)	Relational Database
3	31 (13.84%)	MongoDB
3	31 (13.84%)	MySQL
4	27 (12.05%)	RDBMS
5	24 (10.71%)	PostgreSQL
6	20 (8.93%)	Hadoop
7	19 (8.48%)	Big Data
7	19 (8.48%)	Data Warehouse
8	18 (8.04%)	CouchDB
9	14 (6.25%)	Apache Cassandra
10	12 (5.36%)	SQL Server 2008
11	11 (4.91%)	Redis
11	11 (4.91%)	SQL Server 2005
11	11 (4.91%)	SQL Server 2012
11	11 (4.91%)	SQL Server 2016
12	10 (4.46%)	SQL Server 2014
13	8 (3.57%)	Couchbase
14	6 (2.68%)	Apache Hive
14	6 (2.68%)	HBase

Development Applications
1	103 (45.98%)	Git (software)
2	58 (25.89%)	Subversion
3	45 (20.09%)	Mercurial
4	12 (5.36%)	JIRA
5	9 (4.02%)	Visual Studio
6	8 (3.57%)	Selenium
7	6 (2.68%)	Team Foundation Server
8	5 (2.23%)	AccuRev
9	4 (1.79%)	Cucumber
9	4 (1.79%)	Jenkins
9	4 (1.79%)	NUnit
9	4 (1.79%)	SoapUI
9	4 (1.79%)	Vagrant
10	3 (1.34%)	Bitbucket
10	3 (1.34%)	Gatling
10	3 (1.34%)	JMeter
10	3 (1.34%)	Sonatype Nexus
11	2 (0.89%)	Gradle
11	2 (0.89%)	Maven
12	1 (0.45%)	LoadRunner

General
1	23 (10.27%)	Finance
2	9 (4.02%)	Games
3	8 (3.57%)	Banking
4	7 (3.13%)	Advertising
4	7 (3.13%)	Publishing
5	6 (2.68%)	Manufacturing
6	5 (2.23%)	Electronics
6	5 (2.23%)	Marketing
6	5 (2.23%)	Retail
6	5 (2.23%)	Telecoms
7	1 (0.45%)	Back Office
7	1 (0.45%)	Pharmaceutical

Job Titles
1	110 (49.11%)	Developer
2	44 (19.64%)	Software Engineer
3	37 (16.52%)	.NET Developer
4	35 (15.63%)	Java Developer
5	34 (15.18%)	Senior Software Engineer
6	32 (14.29%)	Senior Developer
7	30 (13.39%)	Architect
8	29 (12.95%)	Java Engineer
9	28 (12.50%)	Java Software Engineer
10	25 (11.16%)	Software Developer
11	24 (10.71%)	Senior Java Engineer
12	23 (10.27%)	Senior Java Developer
12	23 (10.27%)	Senior Java Software Engineer
13	22 (9.82%)	C# Architect
13	22 (9.82%)	Java Architect
13	22 (9.82%)	Java Technical Architect
13	22 (9.82%)	PHP Architect
13	22 (9.82%)	PHP Technical Architect
13	22 (9.82%)	Technical Architect
14	19 (8.48%)	C# Developer

Libraries, Frameworks & Software Standards
1	78 (34.82%)	.NET
2	51 (22.77%)	AngularJS
3	49 (21.88%)	ASP.NET Web API
3	49 (21.88%)	Node.js
4	47 (20.98%)	ASP.NET
4	47 (20.98%)	HTML
5	41 (18.30%)	ASP.NET MVC
6	40 (17.86%)	CSS
7	37 (16.52%)	.NET Framework
7	37 (16.52%)	Web Services
8	30 (13.39%)	ASP.NET MVC 5
8	30 (13.39%)	Entity Framework
9	28 (12.50%)	RESTful
10	26 (11.61%)	jQuery
11	24 (10.71%)	REST
12	22 (9.82%)	HTML5
12	22 (9.82%)	WCF
13	21 (9.38%)	Code First Entity Framework
14	18 (8.04%)	XML
15	16 (7.14%)	React

Miscellaneous
1	71 (31.70%)	Algorithms
2	67 (29.91%)	Data Structures
3	39 (17.41%)	Computer Science
4	29 (12.95%)	Analytical Skills
5	18 (8.04%)	N-Tier
6	13 (5.80%)	iPad
6	13 (5.80%)	User Experience
7	12 (5.36%)	Enterprise Software
8	7 (3.13%)	Social Network
9	5 (2.23%)	Mobile App
10	4 (1.79%)	Clustering
10	4 (1.79%)	Online Banking
11	3 (1.34%)	Greenfield Project
12	2 (0.89%)	Replication
13	1 (0.45%)	Data Centre
13	1 (0.45%)	Linux Command Line
13	1 (0.45%)	Management Information System
13	1 (0.45%)	NHS

Operating Systems
1	24 (10.71%)	Linux
2	12 (5.36%)	Windows
3	7 (3.13%)	Android
3	7 (3.13%)	Apple iOS
4	4 (1.79%)	Windows Server
4	4 (1.79%)	Windows Server 2012
5	2 (0.89%)	Unix
6	1 (0.45%)	CentOS
6	1 (0.45%)	Debian
6	1 (0.45%)	Mac OS X
6	1 (0.45%)	Ubuntu

Processes & Methodologies
1	161 (71.88%)	Agile Software Development
2	97 (43.30%)	Continuous Integration
3	91 (40.63%)	OO
4	79 (35.27%)	TDD
5	73 (32.59%)	Test Automation
6	63 (28.13%)	MVC
7	54 (24.11%)	Scrum
8	51 (22.77%)	Software Engineering
9	49 (21.88%)	Kanban
10	31 (13.84%)	SOA
11	30 (13.39%)	BDD
12	29 (12.95%)	Presales
13	28 (12.50%)	RUP
14	27 (12.05%)	Mentoring
15	25 (11.16%)	Analytics
15	25 (11.16%)	Open Source
15	25 (11.16%)	Web Application Development
16	22 (9.82%)	OOA/OOD
16	22 (9.82%)	Risk Management
17	21 (9.38%)	DevOps

Programming Languages
1	133 (59.38%)	Java
2	107 (47.77%)	SQL
3	87 (38.84%)	C#
4	51 (22.77%)	JavaScript
5	47 (20.98%)	PHP
6	34 (15.18%)	Ruby
7	26 (11.61%)	Python
8	23 (10.27%)	C++
9	21 (9.38%)	C
10	16 (7.14%)	TypeScript
11	11 (4.91%)	R
12	9 (4.02%)	Bash Shell
13	8 (3.57%)	Perl
14	7 (3.13%)	Go
14	7 (3.13%)	Scala
15	4 (1.79%)	Apple Swift
15	4 (1.79%)	MATLAB
15	4 (1.79%)	Objective-C
15	4 (1.79%)	PHP 5
15	4 (1.79%)	VBA

Qualifications
1	59 (26.34%)	Degree
2	7 (3.13%)	PhD
3	3 (1.34%)	Computer Science Degree
4	1 (0.45%)	ISEB
4	1 (0.45%)	ISTQB
4	1 (0.45%)	ISTQB Foundation Certification

Quality Assurance & Compliance
1	4 (1.79%)	QA
2	3 (1.34%)	Data Quality
3	1 (0.45%)	Cyber Essentials
3	1 (0.45%)	ISO/IEC 27001

System Software
1	7 (3.13%)	Docker
2	3 (1.34%)	HDFS
3	1 (0.45%)	NFS

Systems Management
1	8 (3.57%)	Opscode Chef
1	8 (3.57%)	Puppet
2	5 (2.23%)	Kibana
2	5 (2.23%)	logstash
3	4 (1.79%)	Ansible
4	3 (1.34%)	Salt

Vendors
1	21 (9.38%)	Microsoft
2	11 (4.91%)	Cognos
2	11 (4.91%)	Oracle
3	7 (3.13%)	Facebook
3	7 (3.13%)	SAP
4	6 (2.68%)	Xamarin
5	4 (1.79%)	IBM
5	4 (1.79%)	Zend
6	3 (1.34%)	Cloudera
6	3 (1.34%)	Splunk
7	2 (0.89%)	Apple
7	2 (0.89%)	Progress
7	2 (0.89%)	Red Hat
7	2 (0.89%)	Tableau
8	1 (0.45%)	Google
8	1 (0.45%)	IDERA
8	1 (0.45%)	RainStor
8	1 (0.45%)	RedGate
8	1 (0.45%)	Sybase
8	1 (0.45%)	Teradata