Period
to 18 October 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 18 October 2018 with a comparison to the same period over the previous 2 years.

Retailing
Cambridgeshire > Cambridge
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 63 83 100
Rank change year-on-year +20 +17 +22
Permanent jobs citing Retail 87 96 47
As % of all permanent IT jobs advertised in Cambridge 3.97% 3.53% 2.04%
As % of the General category 12.13% 10.85% 6.04%
Number of salaries quoted 66 59 32
Cambridge median annual salary £44,400 £37,500 £46,000
Median salary % change year-on-year +18.40% -18.48% +2.22%
10th Percentile £25,750 £29,000 £34,388
90th Percentile £60,500 £57,500 £55,000
Cambridgeshire median annual salary £42,500 £40,000 £46,000
% change year-on-year +6.25% -13.04% +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 717 885 778
As % of all permanent IT jobs advertised in Cambridge 32.71% 32.57% 33.74%
Number of salaries quoted 508 677 626
Cambridge median annual salary £48,000 £50,000 £47,500
Median salary % change year-on-year -4.00% +5.26% +5.56%
10th Percentile £29,700 £29,000 £30,375
90th Percentile £70,000 £72,500 £77,500
Cambridgeshire median annual salary £45,000 £47,500 £46,000
% change year-on-year -5.26% +3.26% +2.22%

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 18 October 2018.

Salary histogram for Retail in Cambridge

For the 6 months to 18 October 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 31 (35.63%) Agile Software Development
1 31 (35.63%) Analytics
2 21 (24.14%) Hadoop
3 18 (20.69%) Continuous Improvement
3 18 (20.69%) Project Management
4 17 (19.54%) Business Analysis
4 17 (19.54%) Waterfall
5 16 (18.39%) Degree
5 16 (18.39%) Kafka
5 16 (18.39%) SQL
6 15 (17.24%) Sqoop
6 15 (17.24%) Oozie
6 15 (17.24%) Apache Spark
6 15 (17.24%) HDFS
6 15 (17.24%) Analytical Skills
6 15 (17.24%) User Acceptance Testing
6 15 (17.24%) Apache Hive
6 15 (17.24%) MapReduce
7 14 (16.09%) Relational Database
7 14 (16.09%) HTML
7 14 (16.09%) SAP
7 14 (16.09%) Finance
7 14 (16.09%) Advertising
8 13 (14.94%) Telecoms
8 13 (14.94%) Java
8 13 (14.94%) Python
8 13 (14.94%) ETL
8 13 (14.94%) CA
8 13 (14.94%) Hortonworks
8 13 (14.94%) Time Management

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 15 (17.24%) Apache Spark
2 8 (9.20%) SAS
3 7 (8.05%) Apache Pig
3 7 (8.05%) Apache Solr
4 3 (3.45%) CMS
5 1 (1.15%) ArcGIS
Applications
1 5 (5.75%) OmniGraffle
2 2 (2.30%) Microsoft Project
Business Applications
1 4 (4.60%) SAP ERP
Cloud Services
1 10 (11.49%) Amazon AWS
2 9 (10.34%) Google Analytics
3 8 (9.20%) Microsoft Azure
4 6 (6.90%) Google Tag Manager
5 5 (5.75%) AdWords
6 4 (4.60%) SaaS
7 1 (1.15%) AWS CloudFormation
Communications & Networking
1 7 (8.05%) DNS
1 7 (8.05%) Firewall
1 7 (8.05%) Kerberos
1 7 (8.05%) SSL
1 7 (8.05%) TCP/IP
2 5 (5.75%) DAB
3 3 (3.45%) Intranet
4 1 (1.15%) 3G
4 1 (1.15%) GSM
4 1 (1.15%) HTTP
4 1 (1.15%) LTE
4 1 (1.15%) OpenFlow
4 1 (1.15%) SMS
4 1 (1.15%) Wireless
Database & Business Intelligence
1 21 (24.14%) Hadoop
2 15 (17.24%) Apache Hive
2 15 (17.24%) Sqoop
3 14 (16.09%) Relational Database
4 8 (9.20%) HBase
4 8 (9.20%) Power BI
5 7 (8.05%) Apache Zeppelin
6 5 (5.75%) SQL Server Integration Services
6 5 (5.75%) SQL Server Reporting Services
7 3 (3.45%) NoSQL
8 2 (2.30%) Big Data
8 2 (2.30%) MySQL
9 1 (1.15%) Apache Cassandra
9 1 (1.15%) BusinessObjects
9 1 (1.15%) GIS
9 1 (1.15%) MariaDB
9 1 (1.15%) SAP HANA
Development Applications
1 10 (11.49%) Git (software)
2 5 (5.75%) Axure RP
2 5 (5.75%) Balsamiq Mockups
3 2 (2.30%) Jenkins
3 2 (2.30%) JIRA
3 2 (2.30%) Subversion
4 1 (1.15%) Ant
4 1 (1.15%) Appium
4 1 (1.15%) GitLab
4 1 (1.15%) Gradle
4 1 (1.15%) Ranorex
4 1 (1.15%) Selenium
General
1 14 (16.09%) Advertising
1 14 (16.09%) Finance
2 13 (14.94%) Telecoms
3 11 (12.64%) Marketing
4 6 (6.90%) Banking
5 5 (5.75%) Games
6 2 (2.30%) Investment Banking
6 2 (2.30%) Legal
7 1 (1.15%) Manufacturing
7 1 (1.15%) Publishing
Job Titles
1 23 (26.44%) Developer
2 18 (20.69%) Analyst
3 17 (19.54%) Business Analyst
4 13 (14.94%) Hadoop Developer
5 10 (11.49%) Administrator
5 10 (11.49%) Senior Analyst
6 9 (10.34%) Lead Business Analyst
6 9 (10.34%) Senior Business Analyst
7 8 (9.20%) Principal Developer
8 7 (8.05%) Consultant
8 7 (8.05%) Hadoop Administrator
9 6 (6.90%) Digital Marketing Manager
9 6 (6.90%) Marketing Manager
9 6 (6.90%) SAP Consultant
9 6 (6.90%) SAP PI Consultant
10 5 (5.75%) Designer
10 5 (5.75%) Digital Designer
10 5 (5.75%) UI Designer
10 5 (5.75%) UI Developer
10 5 (5.75%) UX Designer
Libraries, Frameworks & Software Standards
1 16 (18.39%) Kafka
2 14 (16.09%) HTML
3 7 (8.05%) LDAP
3 7 (8.05%) SparkR
4 6 (6.90%) AngularJS
4 6 (6.90%) SAP PI
5 5 (5.75%) Angular 2
5 5 (5.75%) CSS
5 5 (5.75%) RESTful
5 5 (5.75%) Twitter Bootstrap
6 3 (3.45%) Spring
7 2 (2.30%) REST
7 2 (2.30%) Spring Boot
8 1 (1.15%) Elastic Stack
8 1 (1.15%) Hibernate
8 1 (1.15%) RxJS
8 1 (1.15%) Web Services
8 1 (1.15%) WinForms
8 1 (1.15%) WPF
Miscellaneous
1 15 (17.24%) Analytical Skills
2 11 (12.64%) User Experience
3 9 (10.34%) FMCG
4 8 (9.20%) Self-Motivation
5 5 (5.75%) Mobile App
5 5 (5.75%) Smartphone
6 3 (3.45%) Blog
6 3 (3.45%) Social Media
7 2 (2.30%) Enterprise Software
7 2 (2.30%) Fintech
8 1 (1.15%) Algorithms
8 1 (1.15%) Data Structures
8 1 (1.15%) Linux Command Line
8 1 (1.15%) Management Information System
Operating Systems
1 9 (10.34%) Linux
1 9 (10.34%) Unix
2 7 (8.05%) VMS
3 1 (1.15%) Mac OS
3 1 (1.15%) Windows
Processes & Methodologies
1 31 (35.63%) Agile Software Development
1 31 (35.63%) Analytics
2 18 (20.69%) Continuous Improvement
2 18 (20.69%) Project Management
3 17 (19.54%) Business Analysis
3 17 (19.54%) Waterfall
4 15 (17.24%) MapReduce
4 15 (17.24%) User Acceptance Testing
5 13 (14.94%) Data Science
5 13 (14.94%) ETL
5 13 (14.94%) Time Management
6 11 (12.64%) SDLC
7 10 (11.49%) Email Marketing
7 10 (11.49%) PRINCE2
7 10 (11.49%) Scrum
7 10 (11.49%) Stakeholder Management
7 10 (11.49%) Use Case
8 9 (10.34%) BPMN
8 9 (10.34%) Change Management
8 9 (10.34%) UML
Programming Languages
1 16 (18.39%) SQL
2 13 (14.94%) Java
2 13 (14.94%) Python
3 10 (11.49%) Bash Shell
4 9 (10.34%) R
5 8 (9.20%) Scala
6 6 (6.90%) JavaScript
7 5 (5.75%) TypeScript
8 3 (3.45%) C++
9 2 (2.30%) C#
9 2 (2.30%) Java 8
10 1 (1.15%) C
10 1 (1.15%) PowerShell
10 1 (1.15%) VBA
Qualifications
1 16 (18.39%) Degree
2 9 (10.34%) ISEB
3 5 (5.75%) CISA
3 5 (5.75%) CRISC
4 1 (1.15%) Postgraduate
4 1 (1.15%) SAS Certification
Quality Assurance & Compliance
1 9 (10.34%) QA
2 6 (6.90%) GDPR
3 2 (2.30%) ISO 22301
3 2 (2.30%) ISO/IEC 27001
System Software
1 15 (17.24%) HDFS
2 8 (9.20%) Apache ZooKeeper
3 7 (8.05%) Active Directory
3 7 (8.05%) Virtual Machines
4 2 (2.30%) Docker
Systems Management
1 15 (17.24%) Oozie
2 8 (9.20%) Puppet
3 7 (8.05%) Ambari
3 7 (8.05%) Hadoop YARN
4 3 (3.45%) Kubernetes
5 1 (1.15%) Ansible
5 1 (1.15%) Opscode Chef
5 1 (1.15%) Terraform
Vendors
1 14 (16.09%) SAP
2 13 (14.94%) CA
2 13 (14.94%) Hortonworks
3 9 (10.34%) Google
4 7 (8.05%) Oracle
5 5 (5.75%) WorldPay
6 1 (1.15%) Microsoft
6 1 (1.15%) Perforce