Period
to 23 February 2018

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 23 February 2018 with a comparison to the same period over the previous 2 years.

Retailing
Northamptonshire > Northampton
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 19 23 28
Rank change year-on-year +4 +5 -7
Permanent jobs citing Retail 70 96 112
As % of all permanent IT jobs advertised in Northampton 9.80% 10.58% 8.67%
As % of the General category 25.09% 31.37% 27.12%
Number of salaries quoted 54 96 87
Northampton median annual salary £47,500 £40,000 £37,500
Median salary % change year-on-year +18.75% +6.67% -16.67%
10th Percentile £34,075 £26,000 £23,000
90th Percentile £87,500 £57,500 £48,800
Northamptonshire median annual salary £48,750 £40,000 £37,500
% change year-on-year +21.88% +6.67% -16.67%

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 279 306 413
As % of all permanent IT jobs advertised in Northampton 39.08% 33.74% 31.97%
Number of salaries quoted 207 225 341
Northampton median annual salary £42,500 £43,500 £40,000
Median salary % change year-on-year -2.30% +8.75% -5.88%
10th Percentile £25,750 £23,400 £23,000
90th Percentile £70,500 £62,750 £55,000
Northamptonshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -5.88%

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 23 February 2018.

Salary histogram for Retail in Northampton

For the 6 months to 23 February 2018, IT jobs citing Retail also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Northampton region with a requirement for Retail.

1 17 (24.29%) SQL
1 17 (24.29%) Agile Software Development
2 15 (21.43%) Microsoft
3 14 (20.00%) Active Directory
3 14 (20.00%) Java
3 14 (20.00%) Windows
3 14 (20.00%) Analytical Skills
3 14 (20.00%) Windows Server
3 14 (20.00%) Multichannel Retail
4 12 (17.14%) Banking
5 11 (15.71%) E-Commerce
6 10 (14.29%) Amazon AWS
7 9 (12.86%) NoSQL
7 9 (12.86%) Software Engineering
7 9 (12.86%) Business Analysis
8 8 (11.43%) Manufacturing
8 8 (11.43%) VMware
9 7 (10.00%) SCORM
9 7 (10.00%) Finance
9 7 (10.00%) CMS
9 7 (10.00%) Content Management
9 7 (10.00%) Animation
9 7 (10.00%) ETL
9 7 (10.00%) ITIL
9 7 (10.00%) Management Information System
9 7 (10.00%) SCOrch
9 7 (10.00%) Microsoft Azure
9 7 (10.00%) SCCM
9 7 (10.00%) SCOM
9 7 (10.00%) PowerShell

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 7 (10.00%) CMS
2 5 (7.14%) Elasticsearch
2 5 (7.14%) JBoss
2 5 (7.14%) Tomcat
3 4 (5.71%) Exchange Server 2003
3 4 (5.71%) Exchange Server 2007
3 4 (5.71%) Exchange Server 2010
3 4 (5.71%) MS Exchange
4 1 (1.43%) Apache
4 1 (1.43%) Apache Solr
4 1 (1.43%) IIS
4 1 (1.43%) Skype for Business
Applications
1 3 (4.29%) Microsoft Excel
1 3 (4.29%) Microsoft PowerPoint
Business Applications
1 3 (4.29%) Dynamics AX
1 3 (4.29%) NetSuite
Cloud Services
1 10 (14.29%) Amazon AWS
2 7 (10.00%) Microsoft Azure
3 3 (4.29%) Dynamics 365
Communications & Networking
1 6 (8.57%) DNS
2 5 (7.14%) DHCP
3 4 (5.71%) LAN
3 4 (5.71%) TCP/IP
3 4 (5.71%) VLAN
3 4 (5.71%) WAN
4 1 (1.43%) Firewall
Database & Business Intelligence
1 9 (12.86%) NoSQL
2 5 (7.14%) Apache Cassandra
2 5 (7.14%) MongoDB
2 5 (7.14%) OLTP
3 2 (2.86%) MySQL
4 1 (1.43%) Data Warehouse
4 1 (1.43%) PostgreSQL
4 1 (1.43%) Power BI
4 1 (1.43%) SAP HANA
4 1 (1.43%) SQL Server
4 1 (1.43%) SQL Server Analysis Services
4 1 (1.43%) SQL Server Integration Services
4 1 (1.43%) SQL Server Reporting Services
General
1 12 (17.14%) Banking
2 8 (11.43%) Manufacturing
3 7 (10.00%) Finance
4 6 (8.57%) Corporate Banking
5 5 (7.14%) Front Office
5 5 (7.14%) Retail Banking
6 1 (1.43%) Advertising
6 1 (1.43%) Publishing
Job Titles
1 13 (18.57%) Developer
1 13 (18.57%) Systems Engineer
2 11 (15.71%) Analyst
3 6 (8.57%) Data Analyst
3 6 (8.57%) Data Quality Analyst
3 6 (8.57%) ETL Analyst
3 6 (8.57%) Java Developer
3 6 (8.57%) Quality Analyst
3 6 (8.57%) SQL Analyst
3 6 (8.57%) SQL Data Analyst
3 6 (8.57%) Windows Engineer
3 6 (8.57%) Windows Systems Engineer
4 5 (7.14%) Engineering Manager
4 5 (7.14%) Front Office Developer
4 5 (7.14%) Senior Developer
5 4 (5.71%) Agile Development Manager
5 4 (5.71%) Development Manager
5 4 (5.71%) Network Engineer
5 4 (5.71%) Senior Software Developer
5 4 (5.71%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (8.57%) PRADO
2 5 (7.14%) .NET
2 5 (7.14%) CSS
2 5 (7.14%) Hibernate
2 5 (7.14%) HTML
2 5 (7.14%) Java EE
2 5 (7.14%) Spring
3 4 (5.71%) .NET Framework
3 4 (5.71%) AngularJS
3 4 (5.71%) ASP.NET
3 4 (5.71%) ASP.NET MVC
3 4 (5.71%) Backbone.js
3 4 (5.71%) CSS3
3 4 (5.71%) Ember.js
3 4 (5.71%) HTML5
3 4 (5.71%) jQuery
4 1 (1.43%) Grails
4 1 (1.43%) Laravel
Miscellaneous
1 14 (20.00%) Analytical Skills
2 7 (10.00%) Animation
2 7 (10.00%) Management Information System
2 7 (10.00%) SCORM
3 6 (8.57%) Data Structures
4 5 (7.14%) Clustering
4 5 (7.14%) Computer Science
4 5 (7.14%) Greenfield Project
5 3 (4.29%) mPOS
6 2 (2.86%) FMCG
7 1 (1.43%) e-Learning
7 1 (1.43%) Enterprise Software
7 1 (1.43%) LPAR
Operating Systems
1 14 (20.00%) Windows
1 14 (20.00%) Windows Server
2 4 (5.71%) Windows 10
2 4 (5.71%) Windows 7
2 4 (5.71%) Windows 8
2 4 (5.71%) Windows Server 2003
2 4 (5.71%) Windows Server 2008
2 4 (5.71%) Windows Server 2012
3 3 (4.29%) Linux
4 1 (1.43%) AIX
4 1 (1.43%) Red Hat Enterprise Linux
4 1 (1.43%) SUSE
4 1 (1.43%) Ubuntu
4 1 (1.43%) Unix
Processes & Methodologies
1 17 (24.29%) Agile Software Development
2 14 (20.00%) Multichannel Retail
3 11 (15.71%) E-Commerce
4 9 (12.86%) Business Analysis
4 9 (12.86%) Software Engineering
5 7 (10.00%) Budgeting and Resource Allocation
5 7 (10.00%) Content Management
5 7 (10.00%) Digital Transformation Programme
5 7 (10.00%) ETL
5 7 (10.00%) ITIL
5 7 (10.00%) Resource Allocation
6 6 (8.57%) Data Governance
6 6 (8.57%) Scrum
6 6 (8.57%) SDLC
6 6 (8.57%) Wealth Management
7 5 (7.14%) OO
7 5 (7.14%) People Management
8 4 (5.71%) MVC
8 4 (5.71%) Patch Management
8 4 (5.71%) Project Management
Programming Languages
1 17 (24.29%) SQL
2 14 (20.00%) Java
3 7 (10.00%) PowerShell
4 5 (7.14%) C#
4 5 (7.14%) JavaScript
4 5 (7.14%) Scala
5 2 (2.86%) Shell Script
6 1 (1.43%) Bash Shell
6 1 (1.43%) Korn
6 1 (1.43%) PHP
6 1 (1.43%) Python
Qualifications
1 6 (8.57%) Degree
2 5 (7.14%) Computer Science Degree
Quality Assurance & Compliance
1 6 (8.57%) Data Quality
2 4 (5.71%) PMO
3 3 (4.29%) SLA
4 1 (1.43%) QA
System Software
1 14 (20.00%) Active Directory
2 5 (7.14%) VMware Infrastructure
3 4 (5.71%) Hyper-V
4 1 (1.43%) Cronacle
Systems Management
1 7 (10.00%) SCCM
1 7 (10.00%) SCOM
1 7 (10.00%) SCOrch
2 1 (1.43%) Failover Clustering
2 1 (1.43%) Puppet
2 1 (1.43%) Red Hat Satellite
Vendors
1 15 (21.43%) Microsoft
2 8 (11.43%) VMware
3 6 (8.57%) Talend
4 5 (7.14%) hybris
5 4 (5.71%) Cisco
5 4 (5.71%) HP
6 3 (4.29%) JD Edwards
7 1 (1.43%) Dynatrace
7 1 (1.43%) IBM
7 1 (1.43%) Red Hat
7 1 (1.43%) RedPrairie
7 1 (1.43%) SAP