Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Memory Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Memory Management over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Memory Management
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 993 1036 1100
Rank change year-on-year +43 +64 +25
Permanent jobs citing Memory Management 181 162 181
As % of all permanent IT jobs advertised in England 0.11% 0.091% 0.089%
As % of the Processes & Methodologies category 0.12% 0.10% 0.100%
Number of salaries quoted 136 128 135
England median annual salary £57,750 £50,000 £60,000
Median salary % change year-on-year +15.50% -16.67% +11.63%
10th Percentile £43,125 £37,000 £33,750
90th Percentile £85,625 £93,750 £98,250
UK median annual salary £57,500 £50,000 £61,250
% change year-on-year +15.00% -18.37% +11.36%

Memory Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 152449 159358 181424
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.74%
Number of salaries quoted 121294 133740 151021
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Memory Management
Job Vacancy Trend in England

Job postings citing Memory Management as a percentage of all IT jobs advertised in England.

Job vacancy trend for Memory Management in England

Memory Management
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Memory Management in England.

Salary trend for Memory Management in England

Memory Management
Salary Histogram in England

The salary distribution of IT jobs citing Memory Management in England over the 6 months to 21 November 2017.

Salary histogram for Memory Management in England

Memory Management
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Memory Management within the England region over the 6 months to 21 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
London +41 91 £70,000 -3.45% 13
East of England +36 35 £52,500 -4.55% 4
South West +43 32 £55,000 +46.67% 3
North of England +5 10 £60,000 +33.33% 2
South East +1 9 £42,500 -5.56% 2
North West -1 9 £60,000 +33.33%
Midlands +32 4 £40,000 +2.56%
East Midlands +34 3 £40,000 +2.56%
Yorkshire +16 1 £65,000 - 2
West Midlands - 1 £50,000 -
Memory Management
UK

For the 6 months to 21 November 2017, IT jobs citing Memory Management 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 England region with a requirement for Memory Management.

1 82 (45.30%) Agile Software Development
2 79 (43.65%) MVC
3 66 (36.46%) Git (software)
4 64 (35.36%) Java
5 59 (32.60%) Apple iOS
6 58 (32.04%) TDD
7 57 (31.49%) OOP
8 56 (30.94%) iOS Development
9 54 (29.83%) Multithreading
10 50 (27.62%) OO
11 47 (25.97%) SQL
12 45 (24.86%) Subversion
13 44 (24.31%) Software Engineering
14 42 (23.20%) Finance
15 39 (21.55%) Objective-C
15 39 (21.55%) C++
16 38 (20.99%) Android
17 35 (19.34%) Apple Swift
18 34 (18.78%) RESTful
19 33 (18.23%) Relational Database
19 33 (18.23%) REST
19 33 (18.23%) GitHub
20 32 (17.68%) Low Latency
20 32 (17.68%) Data Structures
21 31 (17.13%) C
21 31 (17.13%) JUnit
21 31 (17.13%) Apple
22 30 (16.57%) C#
22 30 (16.57%) Linux
22 30 (16.57%) Spring

Memory Management
Co-occurring IT Skills in England 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 13 (7.18%) Apache Spark
2 8 (4.42%) Oracle SOA Suite
3 4 (2.21%) Elasticsearch
3 4 (2.21%) SharePoint
3 4 (2.21%) SharePoint 2010
3 4 (2.21%) SharePoint 2013
4 3 (1.66%) JBoss
4 3 (1.66%) Jetty
4 3 (1.66%) nginx
4 3 (1.66%) Tomcat
4 3 (1.66%) WebLogic
4 3 (1.66%) WebSphere
5 1 (0.55%) Apache Solr
5 1 (0.55%) Ethereum
Applications
1 4 (2.21%) InfoPath
1 4 (2.21%) Microsoft Office
2 2 (1.10%) Adobe Illustrator
2 2 (1.10%) Blender
2 2 (1.10%) Photoshop
Cloud Services
1 33 (18.23%) GitHub
2 15 (8.29%) Amazon AWS
3 6 (3.31%) Microsoft Azure
4 5 (2.76%) AWS Lambda
4 5 (2.76%) Serverless
5 4 (2.21%) Google Play
5 4 (2.21%) SaaS
Communications & Networking
1 12 (6.63%) TCP/IP
2 10 (5.52%) iBeacon
3 8 (4.42%) DVB
4 4 (2.21%) HbbTV
5 3 (1.66%) FIX Connectivity
5 3 (1.66%) HTTP
5 3 (1.66%) HTTPS
5 3 (1.66%) SNMP
5 3 (1.66%) Wireless
6 2 (1.10%) Kerberos
6 2 (1.10%) LDAP
7 1 (0.55%) Fibre Channel
7 1 (0.55%) Internet
7 1 (0.55%) iSCSI
7 1 (0.55%) MQTT
7 1 (0.55%) Network Security
7 1 (0.55%) SAN
Database & Business Intelligence
1 33 (18.23%) Relational Database
2 24 (13.26%) MySQL
2 24 (13.26%) NoSQL
3 15 (8.29%) MongoDB
4 14 (7.73%) Big Data
5 12 (6.63%) MarkLogic
5 12 (6.63%) SQL Server
6 10 (5.52%) Apache Cassandra
6 10 (5.52%) PostgreSQL
6 10 (5.52%) SQLite
7 9 (4.97%) Hadoop
8 6 (3.31%) Redis
9 4 (2.21%) Blockchain
9 4 (2.21%) Oracle Database
10 3 (1.66%) HBase
10 3 (1.66%) InterSystems Cache
10 3 (1.66%) Oracle Database 11g
11 2 (1.10%) Couchbase
11 2 (1.10%) Pentaho
11 2 (1.10%) Sqoop
Development Applications
1 66 (36.46%) Git (software)
2 45 (24.86%) Subversion
3 31 (17.13%) JUnit
4 27 (14.92%) Mockito
5 18 (9.94%) Team Foundation Server
6 14 (7.73%) Robolectric
7 13 (7.18%) Jenkins
8 12 (6.63%) Cucumber
9 11 (6.08%) Gradle
9 11 (6.08%) JIRA
10 10 (5.52%) CocoaPods
10 10 (5.52%) Xcode
11 9 (4.97%) TeamCity
12 7 (3.87%) Appium
12 7 (3.87%) Calabash
12 7 (3.87%) Eclipse
13 6 (3.31%) Jasmine
13 6 (3.31%) Karma Test Runner
13 6 (3.31%) Mocha
13 6 (3.31%) QUnit
General
1 42 (23.20%) Finance
2 27 (14.92%) Telecoms
3 23 (12.71%) Electronics
3 23 (12.71%) Marketing
4 21 (11.60%) Manufacturing
5 16 (8.84%) Games
6 13 (7.18%) Front Office
7 11 (6.08%) Publishing
8 10 (5.52%) Banking
9 8 (4.42%) Multimedia
10 2 (1.10%) Investment Banking
11 1 (0.55%) Pharmaceutical
11 1 (0.55%) Retail
Job Titles
1 125 (69.06%) Developer
2 53 (29.28%) iOS Developer
3 21 (11.60%) Android Developer
3 21 (11.60%) Java Developer
4 20 (11.05%) Software Engineer
5 15 (8.29%) Applications Developer
6 14 (7.73%) Software Developer
7 12 (6.63%) Java Engineer
7 12 (6.63%) Senior Developer
8 9 (4.97%) C# Developer
8 9 (4.97%) Java Software Engineer
9 8 (4.42%) J2EE Software Engineer
9 8 (4.42%) Java J2EE Software Engineer
9 8 (4.42%) Lead Developer
9 8 (4.42%) Technical Leader
10 7 (3.87%) C# Software Developer
10 7 (3.87%) Mobile Developer
11 6 (3.31%) Forensic Investigator
11 6 (3.31%) Front End Developer (Client-Side Developer)
11 6 (3.31%) Mobile Applications Developer
Libraries, Frameworks & Software Standards
1 34 (18.78%) RESTful
2 33 (18.23%) REST
3 30 (16.57%) Spring
4 27 (14.92%) Java EE
4 27 (14.92%) XML
5 23 (12.71%) Cocoa
6 20 (11.05%) J2EE
7 19 (10.50%) JMS
8 18 (9.94%) Hibernate
8 18 (9.94%) HTML
9 17 (9.39%) .NET
9 17 (9.39%) JSON
10 15 (8.29%) XSLT
11 14 (7.73%) HTML5
11 14 (7.73%) Web Services
12 13 (7.18%) CSS
12 13 (7.18%) Google Maps API
13 12 (6.63%) JSF
13 12 (6.63%) Spring MVC
13 12 (6.63%) WCF
Miscellaneous
1 32 (17.68%) Data Structures
2 29 (16.02%) Algorithms
3 22 (12.15%) User Experience
4 17 (9.39%) Mobile App
5 14 (7.73%) Computer Science
6 12 (6.63%) Analytical Skills
7 11 (6.08%) Fintech
7 11 (6.08%) Greenfield Project
8 10 (5.52%) N-Tier
9 8 (4.42%) BBC
9 8 (4.42%) Digital TV
9 8 (4.42%) IPTV
9 8 (4.42%) Media Streaming
9 8 (4.42%) MPEG
9 8 (4.42%) STB
10 5 (2.76%) Client/Server
11 4 (2.21%) Device Driver
11 4 (2.21%) Field-Programmable Gate Array
11 4 (2.21%) iPad
11 4 (2.21%) iPhone
Operating Systems
1 59 (32.60%) Apple iOS
2 38 (20.99%) Android
3 30 (16.57%) Linux
4 11 (6.08%) Windows
5 10 (5.52%) Embedded Linux
6 2 (1.10%) Mesosphere
7 1 (0.55%) Unix
Processes & Methodologies
1 82 (45.30%) Agile Software Development
2 79 (43.65%) MVC
3 58 (32.04%) TDD
4 57 (31.49%) OOP
5 56 (30.94%) iOS Development
6 54 (29.83%) Multithreading
7 50 (27.62%) OO
8 44 (24.31%) Software Engineering
9 32 (17.68%) Low Latency
10 27 (14.92%) Android Development
10 27 (14.92%) Unit Testing
11 25 (13.81%) BDD
11 25 (13.81%) Business Intelligence
12 23 (12.71%) Open Source
12 23 (12.71%) Test Automation
13 22 (12.15%) Continuous Integration
14 21 (11.60%) Digital Marketing
14 21 (11.60%) OOA/OOD
14 21 (11.60%) Programme Management
15 19 (10.50%) OOD
Programming Languages
1 64 (35.36%) Java
2 47 (25.97%) SQL
3 39 (21.55%) C++
3 39 (21.55%) Objective-C
4 35 (19.34%) Apple Swift
5 31 (17.13%) C
6 30 (16.57%) C#
7 29 (16.02%) Python
8 25 (13.81%) JavaScript
9 9 (4.97%) Bash Shell
9 9 (4.97%) PowerShell
10 8 (4.42%) Scala
11 5 (2.76%) HLSL
12 4 (2.21%) Go
12 4 (2.21%) Kotlin
12 4 (2.21%) Shell Script
12 4 (2.21%) VB.NET
13 3 (1.66%) Groovy
13 3 (1.66%) Perl
13 3 (1.66%) Ruby
Qualifications
1 20 (11.05%) Degree
2 12 (6.63%) Computer Science Degree
3 10 (5.52%) Security Cleared
4 9 (4.97%) Sun Certification
5 8 (4.42%) DV Cleared
5 8 (4.42%) GCFA
5 8 (4.42%) GCFE
6 6 (3.31%) CREST Certified
6 6 (3.31%) GIAC
7 5 (2.76%) Microsoft Certification
8 3 (1.66%) Master's Degree
9 2 (1.10%) PhD
10 1 (0.55%) OCMJD
10 1 (0.55%) SC Cleared
Quality Assurance & Compliance
1 5 (2.76%) QA
2 4 (2.21%) OIPF
System Software
1 8 (4.42%) Apache Flume
2 5 (2.76%) Docker
3 3 (1.66%) Firmware
4 2 (1.10%) Apache ZooKeeper
4 2 (1.10%) HDFS
4 2 (1.10%) MapR-FS
5 1 (0.55%) etcd
5 1 (0.55%) QEMU
Systems Management
1 9 (4.97%) EnCase
2 8 (4.42%) Hadoop YARN
3 6 (3.31%) Mesos
4 4 (2.21%) systemd
5 3 (1.66%) Kubernetes
6 2 (1.10%) Ambari
6 2 (1.10%) Docker Swarm
6 2 (1.10%) yum
7 1 (0.55%) Ansible
7 1 (0.55%) Consul
7 1 (0.55%) HockeyApp
7 1 (0.55%) Puppet
7 1 (0.55%) SELinux
Vendors
1 31 (17.13%) Apple
2 28 (15.47%) Google
3 21 (11.60%) SAP
4 15 (8.29%) Microsoft
5 12 (6.63%) Oracle
6 10 (5.52%) Cloudera
7 9 (4.97%) Sun
8 8 (4.42%) Arqiva
8 8 (4.42%) Atlassian
8 8 (4.42%) BT
8 8 (4.42%) CA
9 4 (2.21%) Broadcom
9 4 (2.21%) DevExpress
9 4 (2.21%) Telerik
10 3 (1.66%) Altova
10 3 (1.66%) Bloomberg
10 3 (1.66%) ILOG
10 3 (1.66%) Perforce
10 3 (1.66%) Splunk
10 3 (1.66%) Xilinx