Period
to 16 October 2018

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 16 October 2018 with a comparison to the same period over the previous 2 years.

Retailing
East of England > Cambridgeshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 25 93 82
Rank change year-on-year +68 -11 +35
Permanent jobs citing Retail 300 113 107
As % of all permanent IT jobs advertised in Cambridgeshire 8.56% 2.98% 3.01%
As % of the General category 22.04% 9.39% 9.76%
Number of salaries quoted 190 67 88
Cambridgeshire median annual salary £42,500 £40,000 £46,000
Median salary % change year-on-year +6.25% -13.04% +2.22%
10th Percentile £25,673 £29,075 £34,025
90th Percentile £61,250 £60,000 £55,000
East of England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +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 Cambridgeshire with a requirement for common skills.

All General Skills
Cambridgeshire
Permanent vacancies with a requirement for common skills 1,361 1,203 1,096
As % of all permanent IT jobs advertised in Cambridgeshire 38.82% 31.67% 30.87%
Number of salaries quoted 856 905 894
Cambridgeshire median annual salary £45,000 £47,500 £46,000
Median salary % change year-on-year -5.26% +3.26% +2.22%
10th Percentile £26,750 £27,000 £28,313
90th Percentile £70,000 £71,250 £75,000
East of England median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

Retail
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Retail in Cambridgeshire

Retail
Salary Trend in Cambridgeshire

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

Salary trend for Retail in Cambridgeshire

Retail
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Retail in Cambridgeshire over the 6 months to 16 October 2018.

Salary histogram for Retail in Cambridgeshire

Retail
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retail within the Cambridgeshire region over the 6 months to 16 October 2018. 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
Peterborough +61 201 £41,250 +10.00% 6
Cambridge +21 88 £44,400 +18.40% 8
Retail
East of England

For the 6 months to 16 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 Cambridgeshire region with a requirement for Retail.

1 122 (40.67%) Firewall
2 108 (36.00%) Cisco
3 107 (35.67%) Analytical Skills
4 104 (34.67%) Problem-Solving
5 99 (33.00%) Cisco Certification
6 96 (32.00%) Self-Motivation
7 84 (28.00%) VMware
8 82 (27.33%) Information Security
9 80 (26.67%) Microsoft
10 79 (26.33%) CISSP
10 79 (26.33%) Analytics
11 73 (24.33%) LAN
11 73 (24.33%) WAN
12 71 (23.67%) Risk Management
13 66 (22.00%) CheckPoint
13 66 (22.00%) Symantec
14 63 (21.00%) Security Operations
14 63 (21.00%) SIEM
14 63 (21.00%) Data Loss Prevention
14 63 (21.00%) Event Correlation
15 62 (20.67%) Cybersecurity
15 62 (20.67%) CCNP
16 61 (20.33%) Wireshark
17 60 (20.00%) Degree
17 60 (20.00%) Intrusion Detection
18 59 (19.67%) Finance
19 57 (19.00%) TCP/IP
20 53 (17.67%) CCNA
21 52 (17.33%) Microsoft Certification
21 52 (17.33%) MCSE

Retail
Co-occurring IT Skills in Cambridgeshire 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 (5.00%) Apache Spark
2 8 (2.67%) SAS
3 7 (2.33%) Apache Pig
3 7 (2.33%) Apache Solr
3 7 (2.33%) SharePoint
4 3 (1.00%) CMS
4 3 (1.00%) Exchange Server 2007
4 3 (1.00%) Exchange Server 2010
4 3 (1.00%) IIS
4 3 (1.00%) MS Exchange
5 1 (0.33%) ArcGIS
5 1 (0.33%) JBoss
5 1 (0.33%) Mule
5 1 (0.33%) Mule ESB
Applications
1 5 (1.67%) OmniGraffle
2 3 (1.00%) Microsoft Office
3 2 (0.67%) Microsoft Project
Business Applications
1 5 (1.67%) Dynamics AX
2 4 (1.33%) Dynamics NAV
2 4 (1.33%) NetSuite
2 4 (1.33%) SAP ERP
3 2 (0.67%) BPCS
3 2 (0.67%) Dynamics CRM
Cloud Services
1 10 (3.33%) Amazon AWS
2 9 (3.00%) Google Analytics
3 8 (2.67%) Microsoft Azure
4 6 (2.00%) Google Tag Manager
5 5 (1.67%) AdWords
6 4 (1.33%) SaaS
7 3 (1.00%) IaaS
8 1 (0.33%) AWS CloudFormation
8 1 (0.33%) Office 365
Communications & Networking
1 122 (40.67%) Firewall
2 73 (24.33%) LAN
2 73 (24.33%) WAN
3 61 (20.33%) Wireshark
4 60 (20.00%) Intrusion Detection
5 57 (19.00%) TCP/IP
6 48 (16.00%) Ethernet
6 48 (16.00%) Network Security
6 48 (16.00%) Wi-Fi
7 34 (11.33%) OSPF
8 33 (11.00%) VoIP
9 19 (6.33%) BGP
10 13 (4.33%) SAN
10 13 (4.33%) Wireless
11 10 (3.33%) Fibre Channel
11 10 (3.33%) SSL
11 10 (3.33%) VPN
12 8 (2.67%) Frame Relay
13 7 (2.33%) DNS
13 7 (2.33%) Kerberos
Database & Business Intelligence
1 21 (7.00%) Hadoop
2 15 (5.00%) Apache Hive
2 15 (5.00%) Sqoop
3 14 (4.67%) Relational Database
4 13 (4.33%) Data Warehouse
5 8 (2.67%) HBase
5 8 (2.67%) Power BI
6 7 (2.33%) Apache Zeppelin
6 7 (2.33%) SQL Server
6 7 (2.33%) SQL Server Integration Services
6 7 (2.33%) SQL Server Reporting Services
7 5 (1.67%) MySQL
8 3 (1.00%) NoSQL
9 2 (0.67%) Big Data
9 2 (0.67%) Crystal Reports
9 2 (0.67%) SQL Server Analysis Services
10 1 (0.33%) Apache Cassandra
10 1 (0.33%) BusinessObjects
10 1 (0.33%) GIS
10 1 (0.33%) MariaDB
Development Applications
1 11 (3.67%) Git (software)
2 5 (1.67%) Axure RP
2 5 (1.67%) Balsamiq Mockups
3 3 (1.00%) Jenkins
3 3 (1.00%) Subversion
4 2 (0.67%) JIRA
4 2 (0.67%) JUnit
4 2 (0.67%) Visual Studio
5 1 (0.33%) Ant
5 1 (0.33%) Appium
5 1 (0.33%) GitLab
5 1 (0.33%) Gradle
5 1 (0.33%) Grunt
5 1 (0.33%) Ranorex
5 1 (0.33%) Selenium
General
1 59 (19.67%) Finance
2 18 (6.00%) Advertising
3 15 (5.00%) Telecoms
4 12 (4.00%) Marketing
5 7 (2.33%) Legal
5 7 (2.33%) Manufacturing
6 6 (2.00%) Banking
7 5 (1.67%) Games
8 2 (0.67%) Investment Banking
8 2 (0.67%) Law
9 1 (0.33%) Publishing
Job Titles
1 126 (42.00%) Analyst
2 32 (10.67%) Architect
2 32 (10.67%) Developer
2 32 (10.67%) Network Analyst
3 30 (10.00%) Security Architect
4 25 (8.33%) SIEM Analyst
5 22 (7.33%) Security Analyst
5 22 (7.33%) Service Analyst
5 22 (7.33%) SOC Analyst
6 19 (6.33%) IT Architect
6 19 (6.33%) Service Architect
6 19 (6.33%) Team Leader
7 18 (6.00%) Business Analyst
7 18 (6.00%) SIEM Engineer
7 18 (6.00%) SOC Engineer
8 17 (5.67%) IT Security Architect
8 17 (5.67%) Service Desk Analyst
9 16 (5.33%) 3rd Line Engineer
10 15 (5.00%) Network Security Analyst
11 14 (4.67%) Administrator
Libraries, Frameworks & Software Standards
1 16 (5.33%) Kafka
2 15 (5.00%) HTML
3 7 (2.33%) CSS
3 7 (2.33%) LDAP
3 7 (2.33%) SparkR
4 6 (2.00%) AngularJS
4 6 (2.00%) SAP PI
4 6 (2.00%) Spring
5 5 (1.67%) Angular 2
5 5 (1.67%) RESTful
5 5 (1.67%) Twitter Bootstrap
6 4 (1.33%) .NET
6 4 (1.33%) BAPI
6 4 (1.33%) EDI
6 4 (1.33%) Hibernate
6 4 (1.33%) IDoc
7 3 (1.00%) REST
8 2 (0.67%) Spring Boot
8 2 (0.67%) Web Services
9 1 (0.33%) RxJS
Miscellaneous
1 107 (35.67%) Analytical Skills
2 96 (32.00%) Self-Motivation
3 52 (17.33%) Data Centre
4 46 (15.33%) Cyber Kill Chain
5 39 (13.00%) Cyberthreat
6 33 (11.00%) Security Operations Centre
7 30 (10.00%) Computer Science
8 25 (8.33%) Management Information System
9 23 (7.67%) NHS
10 17 (5.67%) Driving Licence
11 16 (5.33%) Cyber Defence
12 13 (4.33%) User Experience
13 9 (3.00%) FMCG
14 6 (2.00%) Mobile App
15 5 (1.67%) Smartphone
16 4 (1.33%) EMC VNX
16 4 (1.33%) Replication
16 4 (1.33%) Social Media
17 3 (1.00%) Blog
18 2 (0.67%) Enterprise Software
Operating Systems
1 42 (14.00%) Windows
2 29 (9.67%) Linux
3 25 (8.33%) Windows Server 2008
4 15 (5.00%) Windows Server 2003
4 15 (5.00%) Windows Server 2012
5 12 (4.00%) Windows Server
6 9 (3.00%) Unix
7 7 (2.33%) VMS
8 5 (1.67%) AIX
9 1 (0.33%) Mac OS
Processes & Methodologies
1 104 (34.67%) Problem-Solving
2 82 (27.33%) Information Security
3 79 (26.33%) Analytics
4 71 (23.67%) Risk Management
5 63 (21.00%) Data Loss Prevention
5 63 (21.00%) Event Correlation
5 63 (21.00%) Security Operations
5 63 (21.00%) SIEM
6 62 (20.67%) Cybersecurity
7 49 (16.33%) ITIL
8 48 (16.00%) Network Management
9 46 (15.33%) Cyber Threat Intelligence
9 46 (15.33%) Threat Intelligence
10 43 (14.33%) Security Management
11 42 (14.00%) Kalman Filter
11 42 (14.00%) Web Filtering
12 39 (13.00%) Cyber Intelligence
13 33 (11.00%) Mentoring
14 32 (10.67%) Agile Software Development
14 32 (10.67%) Disaster Recovery
Programming Languages
1 28 (9.33%) SQL
2 16 (5.33%) Java
3 13 (4.33%) Python
4 10 (3.33%) Bash Shell
5 9 (3.00%) R
6 8 (2.67%) Scala
7 7 (2.33%) JavaScript
8 6 (2.00%) PowerShell
9 5 (1.67%) TypeScript
10 4 (1.33%) ABAP
10 4 (1.33%) C#
11 3 (1.00%) C
11 3 (1.00%) C++
11 3 (1.00%) Java 8
12 1 (0.33%) PHP
12 1 (0.33%) VBA
12 1 (0.33%) X++
Qualifications
1 99 (33.00%) Cisco Certification
2 79 (26.33%) CISSP
3 62 (20.67%) CCNP
4 60 (20.00%) Degree
5 53 (17.67%) CCNA
6 52 (17.33%) MCSE
6 52 (17.33%) Microsoft Certification
7 49 (16.33%) (ISC)2 CCSP
7 49 (16.33%) ISSAP
8 47 (15.67%) CCSP
8 47 (15.67%) CSSLP
8 47 (15.67%) GCWN
8 47 (15.67%) ISSEP
8 47 (15.67%) RHCA
8 47 (15.67%) RHCE
8 47 (15.67%) SANS
8 47 (15.67%) SSCP
9 44 (14.67%) CCIE
9 44 (14.67%) CCIE Security
9 44 (14.67%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 35 (11.67%) SLA
2 23 (7.67%) PMO
3 9 (3.00%) GDPR
3 9 (3.00%) QA
4 3 (1.00%) COBIT
5 2 (0.67%) ISO 22301
5 2 (0.67%) ISO/IEC 27001
System Software
1 42 (14.00%) VMware Infrastructure
2 26 (8.67%) Active Directory
3 15 (5.00%) HDFS
4 12 (4.00%) Hyper-V
5 10 (3.33%) VMware Workstation
6 9 (3.00%) XenApp
7 8 (2.67%) Apache ZooKeeper
8 7 (2.33%) Virtual Machines
9 6 (2.00%) XenDesktop
10 5 (1.67%) Terminal Services
10 5 (1.67%) VMware ESXi
10 5 (1.67%) XenServer
11 2 (0.67%) Docker
Systems Management
1 46 (15.33%) RSA Security Analytics
2 31 (10.33%) Stealthwatch
3 15 (5.00%) Oozie
4 13 (4.33%) SCCM
5 9 (3.00%) Backup Exec
6 8 (2.67%) Puppet
7 7 (2.33%) Ambari
7 7 (2.33%) Hadoop YARN
7 7 (2.33%) NetApp OnCommand
7 7 (2.33%) WSUS
8 5 (1.67%) Symantec Endpoint Protection
9 3 (1.00%) Kubernetes
9 3 (1.00%) Norton AntiVirus
9 3 (1.00%) SCOM
10 2 (0.67%) Cacti
10 2 (0.67%) Nagios
11 1 (0.33%) Ansible
11 1 (0.33%) Opscode Chef
11 1 (0.33%) Terraform
Vendors
1 108 (36.00%) Cisco
2 84 (28.00%) VMware
3 80 (26.67%) Microsoft
4 66 (22.00%) CheckPoint
4 66 (22.00%) Symantec
5 47 (15.67%) Red Hat
6 46 (15.33%) Splunk
7 43 (14.33%) Avaya
8 33 (11.00%) Nortel
8 33 (11.00%) Riverbed
9 18 (6.00%) SAP
10 17 (5.67%) Nokia
11 16 (5.33%) Qualys
12 15 (5.00%) Intel
12 15 (5.00%) Palo Alto
12 15 (5.00%) SolarWinds
13 13 (4.33%) CA
13 13 (4.33%) Hortonworks
14 12 (4.00%) Juniper
14 12 (4.00%) NetApp