Period
to 10 December 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 10 December 2018 with a comparison to the same period over the previous 2 years.

Retailing
Cambridgeshire > Cambridge
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 48 80 106
Rank change year-on-year +32 +26 -4
Permanent jobs citing Retail 101 114 40
As % of all permanent IT jobs advertised in Cambridge 5.03% 3.61% 1.76%
As % of the General category 14.45% 10.60% 5.31%
Number of salaries quoted 80 67 29
Cambridge median annual salary £51,000 £40,000 £46,000
Median salary % change year-on-year +27.50% -13.04% +4.78%
10th Percentile £30,125 £24,975 £32,410
90th Percentile £59,750 £60,500 £52,500
Cambridgeshire median annual salary £40,000 £44,400 £46,000
% change year-on-year -9.91% -3.48% +2.22%

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 Cambridge with a requirement for common skills.

All General Skills
Cambridge
Permanent vacancies with a requirement for common skills 699 1,075 754
As % of all permanent IT jobs advertised in Cambridge 34.79% 34.02% 33.14%
Number of salaries quoted 504 768 597
Cambridge median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £30,125 £29,000 £27,500
90th Percentile £67,500 £72,500 £76,750
Cambridgeshire median annual salary £47,500 £47,500 £45,500
% change year-on-year - +4.40% +1.11%

Retail
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Retail in Cambridge

Retail
Salary Trend in Cambridge

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

Salary trend for Retail in Cambridge

Retail
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Retail in Cambridge over the 6 months to 10 December 2018.

Salary histogram for Retail in Cambridge

For the 6 months to 10 December 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 Cambridge region with a requirement for Retail.

1 43 (42.57%) Agile Software Development
2 33 (32.67%) Project Management
3 26 (25.74%) Change Management
3 26 (25.74%) Finance
3 26 (25.74%) Waterfall
4 25 (24.75%) Analytics
5 23 (22.77%) User Acceptance Testing
6 22 (21.78%) Advertising
6 22 (21.78%) Stakeholder Management
7 20 (19.80%) Hadoop
7 20 (19.80%) SDLC
8 19 (18.81%) Continuous Improvement
8 19 (18.81%) Telecoms
8 19 (18.81%) Scrum
8 19 (18.81%) SQL
9 18 (17.82%) Use Case
10 17 (16.83%) Business Analysis
10 17 (16.83%) BPMN
10 17 (16.83%) FMCG
10 17 (16.83%) User Stories
10 17 (16.83%) ISEB
10 17 (16.83%) HTML
10 17 (16.83%) SAP
10 17 (16.83%) UML
10 17 (16.83%) Business Process Modelling
10 17 (16.83%) Workshop Facilitation
11 13 (12.87%) User Experience
12 12 (11.88%) Amazon AWS
12 12 (11.88%) Time Management
12 12 (11.88%) Java

Retail
Co-occurring IT Skills in Cambridge 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 10 (9.90%) Apache Spark
2 6 (5.94%) SAS
3 5 (4.95%) Apache Pig
3 5 (4.95%) Apache Solr
4 3 (2.97%) CMS
Applications
1 4 (3.96%) Microsoft Project
1 4 (3.96%) OmniGraffle
Business Applications
1 4 (3.96%) SAP ERP
Cloud Services
1 12 (11.88%) Amazon AWS
2 10 (9.90%) Microsoft Azure
3 9 (8.91%) Google Analytics
4 6 (5.94%) Google Tag Manager
5 5 (4.95%) AdWords
6 2 (1.98%) SaaS
7 1 (0.99%) AWS CloudFormation
Communications & Networking
1 6 (5.94%) Firewall
2 5 (4.95%) DNS
2 5 (4.95%) Kerberos
2 5 (4.95%) SSL
2 5 (4.95%) TCP/IP
3 4 (3.96%) DAB
4 2 (1.98%) Intranet
5 1 (0.99%) 3G
5 1 (0.99%) GSM
5 1 (0.99%) HTTP
5 1 (0.99%) LTE
5 1 (0.99%) SMS
5 1 (0.99%) Wireless
Database & Business Intelligence
1 20 (19.80%) Hadoop
2 11 (10.89%) Relational Database
3 10 (9.90%) Apache Hive
3 10 (9.90%) Sqoop
4 6 (5.94%) HBase
4 6 (5.94%) Power BI
5 5 (4.95%) Apache Zeppelin
5 5 (4.95%) Big Data
5 5 (4.95%) MySQL
5 5 (4.95%) SAP HANA
5 5 (4.95%) SQL Server Integration Services
5 5 (4.95%) SQL Server Reporting Services
6 4 (3.96%) Azure SQL Database
6 4 (3.96%) InterBase
6 4 (3.96%) PostgreSQL
6 4 (3.96%) SQL Server
7 3 (2.97%) NoSQL
8 2 (1.98%) Geospatial Data
9 1 (0.99%) Apache Cassandra
9 1 (0.99%) MariaDB
Development Applications
1 8 (7.92%) Git (software)
2 4 (3.96%) Axure RP
2 4 (3.96%) Balsamiq Mockups
2 4 (3.96%) JIRA
3 2 (1.98%) Gradle
3 2 (1.98%) Jenkins
3 2 (1.98%) Subversion
4 1 (0.99%) Ant
4 1 (0.99%) Appium
4 1 (0.99%) GitLab
4 1 (0.99%) Ranorex
4 1 (0.99%) Selenium
General
1 26 (25.74%) Finance
2 22 (21.78%) Advertising
3 19 (18.81%) Telecoms
4 11 (10.89%) Marketing
5 4 (3.96%) Banking
5 4 (3.96%) Games
6 2 (1.98%) Investment Banking
7 1 (0.99%) Manufacturing
7 1 (0.99%) Publishing
Job Titles
1 26 (25.74%) Developer
2 18 (17.82%) Analyst
2 18 (17.82%) Senior Analyst
3 17 (16.83%) Business Analyst
3 17 (16.83%) Lead Business Analyst
3 17 (16.83%) Senior Business Analyst
4 10 (9.90%) Hadoop Developer
5 8 (7.92%) Consultant
5 8 (7.92%) UI Developer
5 8 (7.92%) Web Developer
5 8 (7.92%) Web UI Developer
6 7 (6.93%) Administrator
6 7 (6.93%) SAP Consultant
7 6 (5.94%) Digital Marketing Manager
7 6 (5.94%) Marketing Manager
7 6 (5.94%) SAP PI Consultant
8 5 (4.95%) Hadoop Administrator
8 5 (4.95%) Principal Developer
8 5 (4.95%) Senior Manager
8 5 (4.95%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 17 (16.83%) HTML
2 11 (10.89%) AngularJS
2 11 (10.89%) Kafka
3 8 (7.92%) Angular 2
3 8 (7.92%) CSS
3 8 (7.92%) RESTful
3 8 (7.92%) Twitter Bootstrap
4 6 (5.94%) SAP PI
5 5 (4.95%) LDAP
5 5 (4.95%) SparkR
6 4 (3.96%) Spring
7 3 (2.97%) Spring Boot
8 2 (1.98%) .NET
8 2 (1.98%) Hibernate
8 2 (1.98%) Meteor
8 2 (1.98%) Node.js
8 2 (1.98%) React
8 2 (1.98%) REST
8 2 (1.98%) Vue.js
8 2 (1.98%) WPF
Miscellaneous
1 17 (16.83%) FMCG
2 13 (12.87%) User Experience
3 11 (10.89%) Analytical Skills
4 6 (5.94%) Self-Motivation
5 4 (3.96%) Mobile App
5 4 (3.96%) Smartphone
6 3 (2.97%) Blog
6 3 (2.97%) Social Media
7 2 (1.98%) Enterprise Software
7 2 (1.98%) Fintech
8 1 (0.99%) Linux Command Line
8 1 (0.99%) Management Information System
Operating Systems
1 6 (5.94%) Linux
1 6 (5.94%) Unix
2 5 (4.95%) VMS
3 2 (1.98%) Android
3 2 (1.98%) Apple iOS
Processes & Methodologies
1 43 (42.57%) Agile Software Development
2 33 (32.67%) Project Management
3 26 (25.74%) Change Management
3 26 (25.74%) Waterfall
4 25 (24.75%) Analytics
5 23 (22.77%) User Acceptance Testing
6 22 (21.78%) Stakeholder Management
7 20 (19.80%) SDLC
8 19 (18.81%) Continuous Improvement
8 19 (18.81%) Scrum
9 18 (17.82%) Use Case
10 17 (16.83%) BPMN
10 17 (16.83%) Business Analysis
10 17 (16.83%) Business Process Modelling
10 17 (16.83%) UML
10 17 (16.83%) User Stories
10 17 (16.83%) Workshop Facilitation
11 12 (11.88%) Time Management
12 11 (10.89%) Continuous Integration
13 10 (9.90%) Email Marketing
Programming Languages
1 19 (18.81%) SQL
2 12 (11.88%) Java
3 11 (10.89%) JavaScript
3 11 (10.89%) Python
4 8 (7.92%) TypeScript
5 7 (6.93%) Bash Shell
6 6 (5.94%) R
7 5 (4.95%) Scala
8 3 (2.97%) C#
9 2 (1.98%) C++
9 2 (1.98%) Java 8
9 2 (1.98%) PHP
10 1 (0.99%) C
10 1 (0.99%) PowerShell
10 1 (0.99%) VBA
Qualifications
1 17 (16.83%) ISEB
2 5 (4.95%) Degree
3 4 (3.96%) ITIL Certification
4 3 (2.97%) CISA
4 3 (2.97%) CRISC
5 1 (0.99%) Postgraduate
5 1 (0.99%) SAS Certification
Quality Assurance & Compliance
1 6 (5.94%) GDPR
1 6 (5.94%) QA
2 4 (3.96%) ISO/IEC 20000
System Software
1 10 (9.90%) HDFS
2 6 (5.94%) Apache ZooKeeper
3 5 (4.95%) Active Directory
3 5 (4.95%) Virtual Machines
4 2 (1.98%) Docker
Systems Management
1 10 (9.90%) Oozie
2 6 (5.94%) Puppet
3 5 (4.95%) Ambari
3 5 (4.95%) Hadoop YARN
4 3 (2.97%) Kubernetes
5 1 (0.99%) Ansible
5 1 (0.99%) Opscode Chef
5 1 (0.99%) Terraform
Vendors
1 17 (16.83%) SAP
2 10 (9.90%) CA
2 10 (9.90%) Hortonworks
3 9 (8.91%) Google
3 9 (8.91%) Oracle
4 5 (4.95%) Microsoft
5 4 (3.96%) WorldPay
6 2 (1.98%) Xamarin
7 1 (0.99%) Perforce