Period
to 23 November 2017

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Bedfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

Retailing
East of England > Bedfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 7 13 26
Rank change year-on-year +6 +13 +34
Permanent jobs citing Retail 161 202 161
As % of all permanent IT jobs advertised in Bedfordshire 14.83% 12.49% 8.22%
As % of the General category 37.70% 37.69% 24.10%
Number of salaries quoted 105 176 142
Bedfordshire median annual salary £55,000 £60,000 £57,000
Median salary % change year-on-year -8.33% +5.26% +34.12%
10th Percentile £37,500 £39,375 £27,500
90th Percentile £75,750 £87,500 £80,000
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 Bedfordshire with a requirement for common skills.

All General Skills
Bedfordshire
Permanent vacancies with a requirement for common skills 427 536 668
As % of all permanent IT jobs advertised in Bedfordshire 39.32% 33.15% 34.10%
Number of salaries quoted 339 471 566
Bedfordshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £27,500 £31,250 £26,250
90th Percentile £72,500 £84,750 £73,750
East of England median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

Retail
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Retail in Bedfordshire

Retail
Salary Trend in Bedfordshire

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

Salary trend for Retail in Bedfordshire

Retail
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Retail in Bedfordshire over the 6 months to 23 November 2017.

Salary histogram for Retail in Bedfordshire

Retail
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the Bedfordshire region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +11 95 £52,500 -22.22% 2
Dunstable -13 8 £40,000 - 1
Retail
East of England

For the 6 months to 23 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 Bedfordshire region with a requirement for Retail.

1 51 (31.68%) Stakeholder Management
2 48 (29.81%) Foreign Exchange (FX)
3 46 (28.57%) Analytical Skills
4 38 (23.60%) E-Commerce
4 38 (23.60%) Marketing
5 37 (22.98%) SQL
6 29 (18.01%) Degree
7 28 (17.39%) TOGAF
8 27 (16.77%) Finance
8 27 (16.77%) Oracle
9 24 (14.91%) Agile Software Development
9 24 (14.91%) Amazon AWS
10 23 (14.29%) Analytics
10 23 (14.29%) Strategic Thinking
11 21 (13.04%) Tableau
11 21 (13.04%) Line Management
11 21 (13.04%) Web Services
12 20 (12.42%) Change Management
12 20 (12.42%) User Acceptance Testing
13 19 (11.80%) Supplier Management
14 18 (11.18%) Hadoop
14 18 (11.18%) Yield Management
14 18 (11.18%) Waterfall
14 18 (11.18%) Apache Hive
14 18 (11.18%) Java
14 18 (11.18%) Impala
14 18 (11.18%) Apache Spark
14 18 (11.18%) Big Data
14 18 (11.18%) Machine Learning
15 17 (10.56%) Data Visualisation

Retail
Co-occurring IT Skills in Bedfordshire 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 18 (11.18%) Apache Spark
2 11 (6.83%) SAS
3 10 (6.21%) CMS
3 10 (6.21%) JBoss
3 10 (6.21%) Oracle SOA Suite
3 10 (6.21%) SharePoint
4 6 (3.73%) WildFly
5 4 (2.48%) Elasticsearch
5 4 (2.48%) nginx
6 3 (1.86%) BizTalk Server
6 3 (1.86%) SharePoint Server
7 2 (1.24%) Skype for Business
Applications
1 3 (1.86%) EngageOne
1 3 (1.86%) Microsoft Excel
1 3 (1.86%) Microsoft PowerPoint
2 2 (1.24%) Microsoft Office
Business Applications
1 5 (3.11%) Infor CloudSuite
2 4 (2.48%) Unica
3 3 (1.86%) Exstream
3 3 (1.86%) SAP Hybris
4 1 (0.62%) Adobe Campaign
4 1 (0.62%) Dynamics NAV
4 1 (0.62%) Finacle
4 1 (0.62%) Summit
Cloud Services
1 24 (14.91%) Amazon AWS
2 10 (6.21%) Microsoft Azure
3 7 (4.35%) Amazon EMR
3 7 (4.35%) Amazon Kinesis
4 5 (3.11%) SuccessFactors
5 4 (2.48%) Silverpop
6 2 (1.24%) Adobe Analytics
6 2 (1.24%) Office 365
6 2 (1.24%) OneDrive
Communications & Networking
1 5 (3.11%) Intranet
2 3 (1.86%) SMS
3 2 (1.24%) Skype
Database & Business Intelligence
1 18 (11.18%) Apache Hive
1 18 (11.18%) Big Data
1 18 (11.18%) Hadoop
1 18 (11.18%) Impala
2 16 (9.94%) SQL Server
3 14 (8.70%) RDBMS
3 14 (8.70%) Relational Database
4 12 (7.45%) Oracle Exadata
5 10 (6.21%) MongoDB
6 9 (5.59%) MySQL
6 9 (5.59%) NoSQL
7 7 (4.35%) Amazon Redshift
7 7 (4.35%) OLAP
7 7 (4.35%) Redis
8 6 (3.73%) Data Warehouse
8 6 (3.73%) Enterprise Data Warehouse
8 6 (3.73%) OLTP
8 6 (3.73%) Oracle Database
8 6 (3.73%) Oracle OLAP
8 6 (3.73%) Snowflake Schema
Development Applications
1 4 (2.48%) Git (software)
1 4 (2.48%) Selenium
2 3 (1.86%) PHPUnit
2 3 (1.86%) Team Foundation Server
2 3 (1.86%) Vagrant
3 1 (0.62%) Bugzilla
3 1 (0.62%) JIRA
3 1 (0.62%) JMeter
3 1 (0.62%) Testopia
General
1 38 (23.60%) Marketing
2 27 (16.77%) Finance
3 7 (4.35%) Telecoms
4 6 (3.73%) Banking
5 3 (1.86%) Games
5 3 (1.86%) German Language
6 2 (1.24%) Hindi Language
6 2 (1.24%) Polish Language
6 2 (1.24%) Publishing
6 2 (1.24%) Urdu Language
7 1 (0.62%) Billing
7 1 (0.62%) Front Office
7 1 (0.62%) Investment Banking
7 1 (0.62%) Retail Banking
Job Titles
1 42 (26.09%) Analyst
2 33 (20.50%) Architect
3 28 (17.39%) Business Analyst
4 24 (14.91%) Project Manager
5 21 (13.04%) Solutions Architect
6 16 (9.94%) IT Manager
7 14 (8.70%) Lead Business Analyst
8 13 (8.07%) Consultant
9 11 (6.83%) Analytics Consultant
9 11 (6.83%) Data Analytics Consultant
9 11 (6.83%) Data Consultant
9 11 (6.83%) IT Project Manager
9 11 (6.83%) SAS Consultant
10 10 (6.21%) SQL Analyst
11 9 (5.59%) Analytics Manager
11 9 (5.59%) Developer
12 8 (4.97%) Senior Manager
12 8 (4.97%) Senior Project Manager
13 7 (4.35%) Portfolio Manager
13 7 (4.35%) Test Manager
Libraries, Frameworks & Software Standards
1 21 (13.04%) Web Services
2 12 (7.45%) JSON
3 10 (6.21%) HTML
3 10 (6.21%) Spring
4 9 (5.59%) Java EE
5 8 (4.97%) .NET
5 8 (4.97%) SOAP
6 7 (4.35%) EJB
6 7 (4.35%) JDBC
6 7 (4.35%) JPA
6 7 (4.35%) REST
6 7 (4.35%) scikit-learn
6 7 (4.35%) Servlets
6 7 (4.35%) TensorFlow
7 5 (3.11%) CSS
8 4 (2.48%) HTML5
8 4 (2.48%) Symfony
9 3 (1.86%) JMS
9 3 (1.86%) jQuery
9 3 (1.86%) LAMP
Miscellaneous
1 48 (29.81%) Foreign Exchange (FX)
2 46 (28.57%) Analytical Skills
3 8 (4.97%) Management Information System
4 7 (4.35%) Computer Science
5 5 (3.11%) Client/Server
5 5 (3.11%) EPoS
6 2 (1.24%) Linked Data
6 2 (1.24%) Mobile App
6 2 (1.24%) User Experience
6 2 (1.24%) Virtual Team
7 1 (0.62%) Digital Media
7 1 (0.62%) Social Media
Operating Systems
1 14 (8.70%) Windows
2 10 (6.21%) Linux
3 3 (1.86%) Mac OS X
4 2 (1.24%) Windows 10
5 1 (0.62%) Android
5 1 (0.62%) Unix
Processes & Methodologies
1 51 (31.68%) Stakeholder Management
2 38 (23.60%) E-Commerce
3 28 (17.39%) TOGAF
4 24 (14.91%) Agile Software Development
5 23 (14.29%) Analytics
5 23 (14.29%) Strategic Thinking
6 21 (13.04%) Line Management
7 20 (12.42%) Change Management
7 20 (12.42%) User Acceptance Testing
8 19 (11.80%) Supplier Management
9 18 (11.18%) Machine Learning
9 18 (11.18%) Waterfall
9 18 (11.18%) Yield Management
10 17 (10.56%) Data Visualisation
10 17 (10.56%) ITIL
10 17 (10.56%) Project Management
10 17 (10.56%) Service Delivery
10 17 (10.56%) Visualisation
11 16 (9.94%) SDLC
12 15 (9.32%) SOA
Programming Languages
1 37 (22.98%) SQL
2 18 (11.18%) Java
3 11 (6.83%) C
3 11 (6.83%) JavaScript
3 11 (6.83%) MATLAB
3 11 (6.83%) Python
3 11 (6.83%) R
4 6 (3.73%) PL/SQL
5 5 (3.11%) C#
6 4 (2.48%) PHP
7 3 (1.86%) PHP 5
8 1 (0.62%) Shell Script
Qualifications
1 29 (18.01%) Degree
2 12 (7.45%) ISEB
3 11 (6.83%) Numerate Degree
4 6 (3.73%) Oracle Certification
5 3 (1.86%) CISSP
6 2 (1.24%) CISA
7 1 (0.62%) CISM
7 1 (0.62%) Computer Science Degree
7 1 (0.62%) CRISC
7 1 (0.62%) ISTQB
7 1 (0.62%) ITIL Certification
7 1 (0.62%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (7.45%) Data Quality
2 7 (4.35%) PMO
2 7 (4.35%) QA
3 2 (1.24%) PCI DSS
3 2 (1.24%) SLA
4 1 (0.62%) COBIT
4 1 (0.62%) ISO/IEC 27001
System Software
1 11 (6.83%) Apache Flume
2 6 (3.73%) Oracle RAC
3 3 (1.86%) Docker
4 1 (0.62%) GlusterFS
Systems Management
1 3 (1.86%) Dollar Universe
2 1 (0.62%) HAProxy
Vendors
1 27 (16.77%) Oracle
2 21 (13.04%) Tableau
3 11 (6.83%) Microsoft
4 9 (5.59%) SAP
5 7 (4.35%) Cloudera
6 5 (3.11%) IBM
6 5 (3.11%) Infor
6 5 (3.11%) Informatica
6 5 (3.11%) Workday
6 5 (3.11%) WorldPay
7 4 (2.48%) TIBCO
8 3 (1.86%) Adobe
8 3 (1.86%) CA
8 3 (1.86%) hybris
8 3 (1.86%) OpenText
8 3 (1.86%) Pega
8 3 (1.86%) Salesforce.com
8 3 (1.86%) Selligent
9 2 (1.24%) Ensighten
9 2 (1.24%) VMware