Spring Jobs in Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Spring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spring over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Pivotal Software Spring Framework UK / Scotland
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	46	43	35
Rank change year-on-year	-3	-8
Permanent jobs citing Spring	133	145	193
As % of all permanent IT jobs advertised in Scotland	5.02%	5.12%	6.14%
As % of the Libraries, Frameworks & Software Standards category	13.00%	13.81%	17.31%
Number of salaries quoted	58	70	90
Median salary	£55,000	£45,000	£45,000
Median salary % change year-on-year	+22.22%	-
90% offered a salary of more than	£37,500	£39,000	£32,500
10% offered a salary of more than	£73,250	£61,500	£60,000
UK excluding London median salary	£47,500	£47,500	£45,000
% change year-on-year	-	+5.55%

Spring is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills	1023	1050	1115
As % of all permanent IT job vacancies advertised in Scotland	38.63%	37.05%	35.45%
Number of salaries quoted	669	552	691
Median salary	£40,000	£44,000	£40,000
Median salary % change year-on-year	-9.09%	+10.00%
90% offered a salary of more than	£30,000	£33,000	£30,000
10% offered a salary of more than	£55,000	£51,500	£55,000
UK excluding London median salary	£42,500	£40,000	£40,000
% change year-on-year	+6.25%	-

Spring
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Spring as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Spring in Scotland

Spring
Salary Trend in Scotland

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

Spring
Salary Histogram in Scotland

The salary distribution of IT jobs citing Spring in Scotland over the 3 months to 25 June 2017.

Spring
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spring within the Scotland region over the 3 months to 25 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
Glasgow	+7	99	£57,500	+27.77%	13
Edinburgh	-14	34	£39,000	-13.33%	6
Spring UK

Spring
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 25 June 2017, IT jobs citing Spring 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 Scotland region with a requirement for Spring.

1	238 (97.54%)	Java
2	150 (61.48%)	Agile Software Development
3	130 (53.28%)	Hibernate
4	112 (45.90%)	SQL
5	99 (40.57%)	Relational Database
6	78 (31.97%)	TDD
7	76 (31.15%)	SOAP
8	75 (30.74%)	J2EE
9	74 (30.33%)	XML
10	72 (29.51%)	Finance
10	72 (29.51%)	Maven
11	71 (29.10%)	OO
12	70 (28.69%)	Web Services
13	68 (27.87%)	Oracle
14	60 (24.59%)	JavaScript

15	57 (23.36%)	Jenkins
16	54 (22.13%)	RDBMS
17	52 (21.31%)	Continuous Integration
18	51 (20.90%)	HTML
18	51 (20.90%)	Unix
19	48 (19.67%)	Tomcat
19	48 (19.67%)	Scrum
20	46 (18.85%)	Git (software)
20	46 (18.85%)	Mentoring
21	44 (18.03%)	JSON
22	42 (17.21%)	SDLC
23	41 (16.80%)	Test Automation
23	41 (16.80%)	Banking
24	40 (16.39%)	Multithreading
24	40 (16.39%)	Degree

Spring
Co-occurring IT Skills in Scotland 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
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	48 (19.67%)	Tomcat
2	21 (8.61%)	Apache
2	21 (8.61%)	CMS
3	13 (5.33%)	JBoss
4	10 (4.10%)	Oracle SOA Suite
5	8 (3.28%)	WebSphere
6	6 (2.46%)	Apache Spark
7	3 (1.23%)	Oracle Coherence
7	3 (1.23%)	WebLogic
8	2 (0.82%)	Apache Solr
8	2 (0.82%)	Confluence
8	2 (0.82%)	Elasticsearch
8	2 (0.82%)	GemFire
8	2 (0.82%)	Liferay
8	2 (0.82%)	Magnolia
8	2 (0.82%)	WildFly
9	1 (0.41%)	Cloud Foundry
9	1 (0.41%)	Jetty
9	1 (0.41%)	Mule ESB
9	1 (0.41%)	Tornado

Applications
1	1 (0.41%)	GIMP

Cloud Services
1	9 (3.69%)	Cloud Computing
2	8 (3.28%)	GitHub
3	7 (2.87%)	Amazon AWS
4	1 (0.41%)	Microsoft Azure

Communications & Networking
1	6 (2.46%)	SSH
1	6 (2.46%)	SSL
2	3 (1.23%)	Wireless
3	2 (0.82%)	SMS
4	1 (0.41%)	Internet
4	1 (0.41%)	SNMP

Database & Business Intelligence
1	99 (40.57%)	Relational Database
2	54 (22.13%)	RDBMS
3	36 (14.75%)	DB2
4	35 (14.34%)	NoSQL
5	31 (12.70%)	Big Data
6	28 (11.48%)	MongoDB
7	27 (11.07%)	SQL Server
8	18 (7.38%)	MySQL
9	13 (5.33%)	Oracle Database
10	11 (4.51%)	PostgreSQL
11	10 (4.10%)	Hadoop
12	8 (3.28%)	KDB
12	8 (3.28%)	Kdb+
13	7 (2.87%)	Apache Cassandra
14	6 (2.46%)	Data Warehouse
14	6 (2.46%)	HBase
15	4 (1.64%)	CouchDB
16	3 (1.23%)	Neo4j
16	3 (1.23%)	Pentaho
17	2 (0.82%)	Oracle Database 10g

Development Applications
1	72 (29.51%)	Maven
2	57 (23.36%)	Jenkins
3	46 (18.85%)	Git (software)
4	37 (15.16%)	JUnit
5	33 (13.52%)	Subversion
6	27 (11.07%)	Ant
7	18 (7.38%)	Hudson
8	16 (6.56%)	TeamCity
9	13 (5.33%)	Gradle
9	13 (5.33%)	JIRA
10	11 (4.51%)	Cucumber
11	8 (3.28%)	Selenium
12	7 (2.87%)	Eclipse
12	7 (2.87%)	HttpUnit
12	7 (2.87%)	JMeter
13	6 (2.46%)	GitLab
13	6 (2.46%)	Mockito
13	6 (2.46%)	SoapUI
13	6 (2.46%)	Sonatype Nexus
14	4 (1.64%)	Concordion

General
1	72 (29.51%)	Finance
2	41 (16.80%)	Banking
3	16 (6.56%)	Investment Banking
4	6 (2.46%)	Front Office
5	5 (2.05%)	Legal
5	5 (2.05%)	Retail
6	3 (1.23%)	Prime Brokerage
7	2 (0.82%)	Law
7	2 (0.82%)	Marketing
8	1 (0.41%)	Advertising
8	1 (0.41%)	Automotive
8	1 (0.41%)	Games
8	1 (0.41%)	Manufacturing

Job Titles
1	187 (76.64%)	Developer
2	167 (68.44%)	Java Developer
3	81 (33.20%)	Senior Developer
4	75 (30.74%)	Senior Java Developer
5	24 (9.84%)	Lead Developer
6	23 (9.43%)	Lead Java Developer
7	20 (8.20%)	Technical Leader
8	17 (6.97%)	Team Leader
9	10 (4.10%)	Java Engineer
10	9 (3.69%)	Designer
10	9 (3.69%)	Java Team Leader
10	9 (3.69%)	Software Developer
11	8 (3.28%)	JavaScript Developer
12	7 (2.87%)	Software Engineer
13	6 (2.46%)	Digital Designer
13	6 (2.46%)	J2EE Team Leader
13	6 (2.46%)	Java Software Engineer
13	6 (2.46%)	Technical Team Leader
14	5 (2.05%)	Java Software Developer
14	5 (2.05%)	Senior Designer

Libraries, Frameworks & Software Standards
1	130 (53.28%)	Hibernate
2	76 (31.15%)	SOAP
3	75 (30.74%)	J2EE
4	74 (30.33%)	XML
5	70 (28.69%)	Web Services
6	51 (20.90%)	HTML
7	44 (18.03%)	JSON
8	39 (15.98%)	RESTful
9	36 (14.75%)	CSS
10	35 (14.34%)	AngularJS
11	32 (13.11%)	JMS
12	29 (11.89%)	HTML5
12	29 (11.89%)	jQuery
13	28 (11.48%)	Java EE
13	28 (11.48%)	REST
14	22 (9.02%)	JSP
15	21 (8.61%)	.NET
16	19 (7.79%)	JPA
17	18 (7.38%)	Servlets
18	16 (6.56%)	Ruby on Rails

Miscellaneous
1	36 (14.75%)	Greenfield Project
2	24 (9.84%)	Computer Science
3	20 (8.20%)	Analytical Skills
4	17 (6.97%)	Mobile App
5	11 (4.51%)	Enterprise Software
6	10 (4.10%)	User Experience
7	8 (3.28%)	Derivative
7	8 (3.28%)	OTC Derivatives
8	6 (2.46%)	N-Tier
9	4 (1.64%)	Data Structures
10	3 (1.23%)	Fixed Income
10	3 (1.23%)	Hedge funds
10	3 (1.23%)	Management Information System
10	3 (1.23%)	Tandem
10	3 (1.23%)	W3C

Operating Systems
1	51 (20.90%)	Unix
2	37 (15.16%)	Linux
3	25 (10.25%)	Apple iOS
4	23 (9.43%)	Android
5	18 (7.38%)	Windows
6	6 (2.46%)	Solaris
7	3 (1.23%)	Mac OS
8	1 (0.41%)	FreeBSD
8	1 (0.41%)	Windows Phone

Processes & Methodologies
1	150 (61.48%)	Agile Software Development
2	78 (31.97%)	TDD
3	71 (29.10%)	OO
4	52 (21.31%)	Continuous Integration
5	48 (19.67%)	Scrum
6	46 (18.85%)	Mentoring
7	42 (17.21%)	SDLC
8	41 (16.80%)	Test Automation
9	40 (16.39%)	Multithreading
10	39 (15.98%)	SOA
11	37 (15.16%)	Microservices
12	36 (14.75%)	OOD
12	36 (14.75%)	Unit Testing
13	35 (14.34%)	Software Engineering
14	25 (10.25%)	Open Source
15	23 (9.43%)	Web Development
16	22 (9.02%)	BDD
16	22 (9.02%)	Stakeholder Management
17	21 (8.61%)	Enterprise Architecture
18	20 (8.20%)	Analytics

Programming Languages
1	238 (97.54%)	Java
2	112 (45.90%)	SQL
3	60 (24.59%)	JavaScript
4	20 (8.20%)	PHP
4	20 (8.20%)	Ruby
4	20 (8.20%)	Shell Script
5	18 (7.38%)	Python
6	17 (6.97%)	Perl
7	14 (5.74%)	C#
8	12 (4.92%)	Bash Shell
9	10 (4.10%)	PL/SQL
10	8 (3.28%)	C++
10	8 (3.28%)	PowerShell
11	6 (2.46%)	Scala
12	3 (1.23%)	T-SQL
13	2 (0.82%)	Go
14	1 (0.41%)	C
14	1 (0.41%)	Smalltalk

Qualifications
1	40 (16.39%)	Degree
2	16 (6.56%)	Computer Science Degree
3	9 (3.69%)	Security Cleared
4	2 (0.82%)	SC Cleared

Quality Assurance & Compliance
1	9 (3.69%)	MiFID
2	6 (2.46%)	Dodd-Frank
2	6 (2.46%)	EMIR
3	5 (2.05%)	QA

System Software
1	7 (2.87%)	Docker
2	2 (0.82%)	Active Directory

Systems Management
1	2 (0.82%)	Rancher
2	1 (0.41%)	Business Desktop Deployment

Vendors
1	68 (27.87%)	Oracle
2	18 (7.38%)	Alterian
3	16 (6.56%)	Sybase
4	15 (6.15%)	IBM
5	10 (4.10%)	Perforce
6	5 (2.05%)	Splunk
7	3 (1.23%)	Reuters
7	3 (1.23%)	Talend
7	3 (1.23%)	Twitter
8	2 (0.82%)	TIBCO
9	1 (0.41%)	Google
9	1 (0.41%)	Red Hat