Period
to 21 November 2017

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Northampton. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 21 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
Northamptonshire > Northampton
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 26 21 26
Rank change year-on-year -5 +5 +4
Permanent jobs citing Retail 62 105 135
As % of all permanent IT jobs advertised in Northampton 8.97% 10.55% 9.28%
As % of the General category 25.41% 31.25% 23.68%
Number of salaries quoted 36 91 128
Northampton median annual salary £43,000 £37,500 £45,000
Median salary % change year-on-year +14.67% -16.67% +5.88%
10th Percentile £27,500 £32,500 £23,175
90th Percentile £88,750 £57,500 £55,000
Northamptonshire median annual salary £40,000 £37,500 £45,000
% change year-on-year +6.67% -16.67% +7.14%

Retail is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northampton with a requirement for common skills.

All General Skills
Northampton
Permanent vacancies with a requirement for common skills 244 336 570
As % of all permanent IT jobs advertised in Northampton 35.31% 33.77% 39.20%
Number of salaries quoted 159 207 503
Northampton median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £27,000 £27,500 £24,000
90th Percentile £77,500 £65,000 £62,500
Northamptonshire median annual salary £41,750 £41,000 £42,500
% change year-on-year +1.83% -3.53% +6.25%

Retail
Job Vacancy Trend in Northampton

Job postings citing Retail as a percentage of all IT jobs advertised in Northampton.

Job vacancy trend for Retail in Northampton

Retail
Salary Trend in Northampton

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

Salary trend for Retail in Northampton

Retail
Salary Histogram in Northampton

The salary distribution of IT jobs citing Retail in Northampton over the 6 months to 21 November 2017.

Salary histogram for Retail in Northampton

For the 6 months to 21 November 2017, IT jobs citing Retail 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 Northampton region with a requirement for Retail.

1 23 (37.10%) Multichannel Retail
2 15 (24.19%) Agile Software Development
3 13 (20.97%) Finance
3 13 (20.97%) SQL
4 12 (19.35%) Banking
5 11 (17.74%) Java
6 10 (16.13%) Microsoft
6 10 (16.13%) Software Engineering
6 10 (16.13%) Scrum
6 10 (16.13%) NoSQL
7 8 (12.90%) MongoDB
7 8 (12.90%) Analytical Skills
7 8 (12.90%) MySQL
7 8 (12.90%) Linux
7 8 (12.90%) OO
8 7 (11.29%) .NET
8 7 (11.29%) Windows
8 7 (11.29%) VMware
8 7 (11.29%) MVC
8 7 (11.29%) SDLC
8 7 (11.29%) Windows Server
8 7 (11.29%) Hyper-V
8 7 (11.29%) Degree
8 7 (11.29%) Computer Science
8 7 (11.29%) VMware Infrastructure
8 7 (11.29%) Digital Transformation Programme
9 6 (9.68%) Computer Science Degree
9 6 (9.68%) Animation
9 6 (9.68%) PRADO
9 6 (9.68%) Apache Cassandra

Retail
Co-occurring IT Skills in Northampton 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 6 (9.68%) CMS
1 6 (9.68%) Elasticsearch
2 5 (8.06%) Tomcat
3 4 (6.45%) Exchange Server 2003
3 4 (6.45%) Exchange Server 2007
3 4 (6.45%) Exchange Server 2010
3 4 (6.45%) MS Exchange
4 3 (4.84%) Apache
5 2 (3.23%) Apache Solr
5 2 (3.23%) JBoss
5 2 (3.23%) SAS
Applications
1 3 (4.84%) Microsoft Excel
1 3 (4.84%) Microsoft PowerPoint
2 2 (3.23%) SPSS
Cloud Services
1 5 (8.06%) Amazon AWS
2 3 (4.84%) Cloud Computing
3 2 (3.23%) Google Cloud Platform
Communications & Networking
1 6 (9.68%) LAN
1 6 (9.68%) WAN
2 5 (8.06%) SAN
3 4 (6.45%) DHCP
3 4 (6.45%) DNS
3 4 (6.45%) TCP/IP
3 4 (6.45%) VLAN
4 2 (3.23%) Cisco ASA
4 2 (3.23%) Cisco IOS
4 2 (3.23%) Cisco Nexus
4 2 (3.23%) Firewall
4 2 (3.23%) NX-OS
4 2 (3.23%) Wireshark
5 1 (1.61%) Network Security
Database & Business Intelligence
1 10 (16.13%) NoSQL
2 8 (12.90%) MongoDB
2 8 (12.90%) MySQL
3 6 (9.68%) Apache Cassandra
3 6 (9.68%) OLTP
4 4 (6.45%) SQL Server
5 2 (3.23%) BigQuery
5 2 (3.23%) BusinessObjects
5 2 (3.23%) Data Warehouse
6 1 (1.61%) PostgreSQL
Development Applications
1 4 (6.45%) Cucumber
2 3 (4.84%) Talend Open Studio
3 2 (3.23%) Artifactory
3 2 (3.23%) FitNesse
3 2 (3.23%) Git (software)
3 2 (3.23%) Gradle
3 2 (3.23%) Jenkins
3 2 (3.23%) JUnit
3 2 (3.23%) Selenium
3 2 (3.23%) Sonatype Nexus
General
1 13 (20.97%) Finance
2 12 (19.35%) Banking
3 6 (9.68%) Retail Banking
4 3 (4.84%) Corporate Banking
4 3 (4.84%) Front Office
4 3 (4.84%) Manufacturing
5 2 (3.23%) Legal
5 2 (3.23%) Marketing
6 1 (1.61%) Back Office
6 1 (1.61%) Publishing
Job Titles
1 11 (17.74%) Analyst
1 11 (17.74%) Developer
2 6 (9.68%) Engineering Manager
2 6 (9.68%) Network Engineer
3 5 (8.06%) Support Analyst
4 4 (6.45%) Architect
4 4 (6.45%) Network Systems Engineer
4 4 (6.45%) Senior Developer
4 4 (6.45%) Senior DevOps
4 4 (6.45%) Senior Software Developer
4 4 (6.45%) Software Developer
4 4 (6.45%) Systems Engineer
5 3 (4.84%) 2nd Line Support Analyst
5 3 (4.84%) ETL Analyst
5 3 (4.84%) SQL Analyst
5 3 (4.84%) SQL Data Analyst
5 3 (4.84%) Test Leader
5 3 (4.84%) Wintel Analyst
5 3 (4.84%) Wintel Server Analyst
5 3 (4.84%) Wintel Support Analyst
Libraries, Frameworks & Software Standards
1 7 (11.29%) .NET
2 6 (9.68%) CSS
2 6 (9.68%) HTML
2 6 (9.68%) HTML5
2 6 (9.68%) PRADO
3 4 (6.45%) .NET Framework
3 4 (6.45%) AngularJS
3 4 (6.45%) ASP.NET
3 4 (6.45%) ASP.NET MVC
3 4 (6.45%) Backbone.js
3 4 (6.45%) CSS3
3 4 (6.45%) Ember.js
3 4 (6.45%) J2EE
3 4 (6.45%) jQuery
3 4 (6.45%) Spring
3 4 (6.45%) Web Services
4 2 (3.23%) ActiveMQ
4 2 (3.23%) Hibernate
4 2 (3.23%) Middleware
4 2 (3.23%) REST
Miscellaneous
1 8 (12.90%) Analytical Skills
2 7 (11.29%) Computer Science
3 6 (9.68%) Animation
3 6 (9.68%) SCORM
4 5 (8.06%) Greenfield Project
5 4 (6.45%) Clustering
6 3 (4.84%) Data Structures
6 3 (4.84%) Enterprise Software
7 1 (1.61%) FMCG
Operating Systems
1 8 (12.90%) Linux
2 7 (11.29%) Windows
2 7 (11.29%) Windows Server
3 4 (6.45%) Windows 10
3 4 (6.45%) Windows 7
3 4 (6.45%) Windows 8
3 4 (6.45%) Windows Server 2003
3 4 (6.45%) Windows Server 2008
3 4 (6.45%) Windows Server 2012
4 3 (4.84%) Data ONTAP
5 2 (3.23%) Unix
Processes & Methodologies
1 23 (37.10%) Multichannel Retail
2 15 (24.19%) Agile Software Development
3 10 (16.13%) Scrum
3 10 (16.13%) Software Engineering
4 8 (12.90%) OO
5 7 (11.29%) Digital Transformation Programme
5 7 (11.29%) MVC
5 7 (11.29%) SDLC
6 6 (9.68%) Content Management
6 6 (9.68%) E-Commerce
6 6 (9.68%) People Management
7 5 (8.06%) ETL
8 4 (6.45%) BDD
8 4 (6.45%) Collaborative Working
8 4 (6.45%) DevOps
8 4 (6.45%) IT Strategy
8 4 (6.45%) Network Load Balancing
8 4 (6.45%) Patch Management
8 4 (6.45%) Project Management
8 4 (6.45%) TDD
Programming Languages
1 13 (20.97%) SQL
2 11 (17.74%) Java
3 6 (9.68%) JavaScript
4 5 (8.06%) C#
5 3 (4.84%) PowerShell
6 2 (3.23%) COBOL
6 2 (3.23%) Scala
7 1 (1.61%) Python
7 1 (1.61%) Shell Script
Qualifications
1 7 (11.29%) Degree
2 6 (9.68%) Computer Science Degree
3 2 (3.23%) CCNP
3 2 (3.23%) Cisco Certification
Quality Assurance & Compliance
1 3 (4.84%) Data Quality
1 3 (4.84%) PMO
2 2 (3.23%) PCI DSS
3 1 (1.61%) QA
System Software
1 7 (11.29%) Hyper-V
1 7 (11.29%) VMware Infrastructure
2 4 (6.45%) Active Directory
3 3 (4.84%) vSphere
Systems Management
1 3 (4.84%) Ansible
2 2 (3.23%) Cisco Prime
Vendors
1 10 (16.13%) Microsoft
2 7 (11.29%) VMware
3 6 (9.68%) Cisco
4 4 (6.45%) HP
4 4 (6.45%) hybris
5 3 (4.84%) Citrix
5 3 (4.84%) NetApp
5 3 (4.84%) Talend
6 2 (3.23%) Google
6 2 (3.23%) SolarWinds
6 2 (3.23%) Tableau
7 1 (1.61%) RedPrairie
7 1 (1.61%) Sitecore