Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Memory Management
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 1007 1056 1113
Rank change year-on-year +49 +57 +43
Permanent jobs citing Memory Management 182 163 198
As % of all permanent IT jobs advertised in the UK 0.10% 0.087% 0.091%
As % of the Processes & Methodologies category 0.11% 0.098% 0.10%
Number of salaries quoted 137 129 142
UK median annual salary £57,500 £50,000 £61,250
Median salary % change year-on-year +15.00% -18.37% +11.36%
10th Percentile £43,250 £37,000 £34,050
90th Percentile £85,500 £93,750 £98,625
UK excluding London median annual salary £55,000 £45,000 £45,000
% change year-on-year +22.22% - -10.00%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161665 167144 194190
As % of all permanent IT jobs advertised in the UK 89.93% 89.36% 88.79%
Number of salaries quoted 127669 138904 159942
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Memory Management
Job Vacancy Trend

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

Job vacancy trend for Memory Management in the UK

Memory Management
Salary Trend

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

Salary trend for Memory Management in the UK

Memory Management
Salary Histogram

The salary distribution of IT jobs citing Memory Management over the 6 months to 20 November 2017.

Salary histogram for Memory Management in the UK

Memory Management
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Memory Management within the UK over the 6 months to 20 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
England +69 181 £57,750 +15.50% 24
UK excluding London +34 91 £55,000 +22.22% 12
London +15 91 £70,000 -3.45% 12
East of England +34 35 £52,500 -4.55% 4
South West +41 32 £55,000 +46.67% 3
North of England +1 10 £60,000 +33.33% 2
South East -1 9 £42,500 -5.56% 3
North West -13 9 £60,000 +33.33%
Midlands +8 4 £40,000 +2.56%
East Midlands +21 3 £40,000 +2.56%
Yorkshire +4 1 £65,000 - 2
Scotland -21 1 £47,500 -0.52%
West Midlands - 1 £50,000 -

For the 6 months to 20 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 with a requirement for Memory Management.

1 83 (45.60%) Agile Software Development
2 79 (43.41%) MVC
3 66 (36.26%) Git (software)
4 64 (35.16%) Java
5 60 (32.97%) Apple iOS
6 58 (31.87%) TDD
7 57 (31.32%) OOP
7 57 (31.32%) iOS Development
8 54 (29.67%) Multithreading
9 51 (28.02%) OO
10 47 (25.82%) SQL
11 45 (24.73%) Subversion
11 45 (24.73%) Software Engineering
12 43 (23.63%) Finance
13 40 (21.98%) Objective-C
14 39 (21.43%) C++
14 39 (21.43%) Android
15 36 (19.78%) Apple Swift
16 34 (18.68%) RESTful
17 33 (18.13%) Relational Database
17 33 (18.13%) REST
17 33 (18.13%) GitHub
18 32 (17.58%) Low Latency
18 32 (17.58%) Data Structures
19 31 (17.03%) C
19 31 (17.03%) JUnit
19 31 (17.03%) Apple
20 30 (16.48%) C#
20 30 (16.48%) Linux
20 30 (16.48%) Spring

Memory Management
Co-occurring IT Skills 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 (7.14%) Apache Spark
2 8 (4.40%) Oracle SOA Suite
3 4 (2.20%) Elasticsearch
3 4 (2.20%) SharePoint
3 4 (2.20%) SharePoint 2010
3 4 (2.20%) SharePoint 2013
4 3 (1.65%) JBoss
4 3 (1.65%) Jetty
4 3 (1.65%) nginx
4 3 (1.65%) Tomcat
4 3 (1.65%) WebLogic
4 3 (1.65%) WebSphere
5 1 (0.55%) Apache Solr
5 1 (0.55%) Ethereum
Applications
1 4 (2.20%) InfoPath
1 4 (2.20%) Microsoft Office
2 2 (1.10%) Adobe Illustrator
2 2 (1.10%) Blender
2 2 (1.10%) Photoshop
Cloud Services
1 33 (18.13%) GitHub
2 15 (8.24%) Amazon AWS
3 6 (3.30%) Microsoft Azure
4 5 (2.75%) AWS Lambda
4 5 (2.75%) Serverless
5 4 (2.20%) Google Play
5 4 (2.20%) SaaS
Communications & Networking
1 12 (6.59%) TCP/IP
2 10 (5.49%) iBeacon
3 8 (4.40%) DVB
4 4 (2.20%) HbbTV
5 3 (1.65%) FIX Connectivity
5 3 (1.65%) HTTP
5 3 (1.65%) HTTPS
5 3 (1.65%) SNMP
5 3 (1.65%) 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 (18.13%) Relational Database
2 24 (13.19%) MySQL
2 24 (13.19%) NoSQL
3 15 (8.24%) MongoDB
4 14 (7.69%) Big Data
5 12 (6.59%) MarkLogic
5 12 (6.59%) SQL Server
6 10 (5.49%) Apache Cassandra
6 10 (5.49%) PostgreSQL
6 10 (5.49%) SQLite
7 9 (4.95%) Hadoop
8 6 (3.30%) Redis
9 4 (2.20%) Blockchain
9 4 (2.20%) Oracle Database
10 3 (1.65%) HBase
10 3 (1.65%) InterSystems Cache
10 3 (1.65%) Oracle Database 11g
11 2 (1.10%) Couchbase
11 2 (1.10%) Pentaho
11 2 (1.10%) Sqoop
Development Applications
1 66 (36.26%) Git (software)
2 45 (24.73%) Subversion
3 31 (17.03%) JUnit
4 27 (14.84%) Mockito
5 18 (9.89%) Team Foundation Server
6 14 (7.69%) Robolectric
7 13 (7.14%) Jenkins
8 12 (6.59%) Cucumber
9 11 (6.04%) Gradle
9 11 (6.04%) JIRA
10 10 (5.49%) CocoaPods
10 10 (5.49%) Xcode
11 9 (4.95%) TeamCity
12 7 (3.85%) Appium
12 7 (3.85%) Calabash
12 7 (3.85%) Eclipse
13 6 (3.30%) Jasmine
13 6 (3.30%) Karma Test Runner
13 6 (3.30%) Mocha
13 6 (3.30%) QUnit
General
1 43 (23.63%) Finance
2 27 (14.84%) Telecoms
3 23 (12.64%) Electronics
3 23 (12.64%) Marketing
4 21 (11.54%) Manufacturing
5 16 (8.79%) Games
6 13 (7.14%) Front Office
7 11 (6.04%) Banking
7 11 (6.04%) Publishing
8 8 (4.40%) Multimedia
9 2 (1.10%) Investment Banking
10 1 (0.55%) Pharmaceutical
10 1 (0.55%) Retail
Job Titles
1 126 (69.23%) Developer
2 54 (29.67%) iOS Developer
3 21 (11.54%) Android Developer
3 21 (11.54%) Java Developer
4 20 (10.99%) Software Engineer
5 15 (8.24%) Applications Developer
6 14 (7.69%) Software Developer
7 13 (7.14%) Senior Developer
8 12 (6.59%) Java Engineer
9 9 (4.95%) C# Developer
9 9 (4.95%) Java Software Engineer
10 8 (4.40%) J2EE Software Engineer
10 8 (4.40%) Java J2EE Software Engineer
10 8 (4.40%) Lead Developer
10 8 (4.40%) Technical Leader
11 7 (3.85%) C# Software Developer
11 7 (3.85%) Mobile Developer
12 6 (3.30%) Forensic Investigator
12 6 (3.30%) Front End Developer (Client-Side Developer)
12 6 (3.30%) Mobile Applications Developer
Libraries, Frameworks & Software Standards
1 34 (18.68%) RESTful
2 33 (18.13%) REST
3 30 (16.48%) Spring
4 28 (15.38%) XML
5 27 (14.84%) Java EE
6 23 (12.64%) Cocoa
7 20 (10.99%) J2EE
8 19 (10.44%) JMS
9 18 (9.89%) Hibernate
9 18 (9.89%) HTML
9 18 (9.89%) JSON
10 17 (9.34%) .NET
11 15 (8.24%) XSLT
12 14 (7.69%) HTML5
12 14 (7.69%) Web Services
13 13 (7.14%) CSS
13 13 (7.14%) Google Maps API
14 12 (6.59%) JSF
14 12 (6.59%) Spring MVC
14 12 (6.59%) WCF
Miscellaneous
1 32 (17.58%) Data Structures
2 29 (15.93%) Algorithms
3 22 (12.09%) User Experience
4 18 (9.89%) Mobile App
5 14 (7.69%) Computer Science
6 12 (6.59%) Analytical Skills
7 11 (6.04%) Fintech
7 11 (6.04%) Greenfield Project
8 10 (5.49%) N-Tier
9 8 (4.40%) BBC
9 8 (4.40%) Digital TV
9 8 (4.40%) IPTV
9 8 (4.40%) Media Streaming
9 8 (4.40%) MPEG
9 8 (4.40%) STB
10 5 (2.75%) Client/Server
11 4 (2.20%) Device Driver
11 4 (2.20%) Field-Programmable Gate Array
11 4 (2.20%) iPad
11 4 (2.20%) iPhone
Operating Systems
1 60 (32.97%) Apple iOS
2 39 (21.43%) Android
3 30 (16.48%) Linux
4 11 (6.04%) Windows
5 10 (5.49%) Embedded Linux
6 2 (1.10%) Mesosphere
7 1 (0.55%) Unix
Processes & Methodologies
1 83 (45.60%) Agile Software Development
2 79 (43.41%) MVC
3 58 (31.87%) TDD
4 57 (31.32%) iOS Development
4 57 (31.32%) OOP
5 54 (29.67%) Multithreading
6 51 (28.02%) OO
7 45 (24.73%) Software Engineering
8 32 (17.58%) Low Latency
9 28 (15.38%) Unit Testing
10 27 (14.84%) Android Development
11 25 (13.74%) BDD
11 25 (13.74%) Business Intelligence
12 23 (12.64%) Open Source
12 23 (12.64%) Test Automation
13 22 (12.09%) Continuous Integration
14 21 (11.54%) Digital Marketing
14 21 (11.54%) OOA/OOD
14 21 (11.54%) Programme Management
15 19 (10.44%) OOD
Programming Languages
1 64 (35.16%) Java
2 47 (25.82%) SQL
3 40 (21.98%) Objective-C
4 39 (21.43%) C++
5 36 (19.78%) Apple Swift
6 31 (17.03%) C
7 30 (16.48%) C#
8 29 (15.93%) Python
9 25 (13.74%) JavaScript
10 9 (4.95%) Bash Shell
10 9 (4.95%) PowerShell
11 8 (4.40%) Scala
12 5 (2.75%) HLSL
13 4 (2.20%) Go
13 4 (2.20%) Kotlin
13 4 (2.20%) Shell Script
13 4 (2.20%) VB.NET
14 3 (1.65%) Groovy
14 3 (1.65%) Perl
14 3 (1.65%) Ruby
Qualifications
1 20 (10.99%) Degree
2 12 (6.59%) Computer Science Degree
3 10 (5.49%) Security Cleared
4 9 (4.95%) Sun Certification
5 8 (4.40%) DV Cleared
5 8 (4.40%) GCFA
5 8 (4.40%) GCFE
6 6 (3.30%) CREST Certified
6 6 (3.30%) GIAC
7 5 (2.75%) Microsoft Certification
8 3 (1.65%) Master's Degree
9 2 (1.10%) PhD
10 1 (0.55%) OCMJD
10 1 (0.55%) SC Cleared
Quality Assurance & Compliance
1 5 (2.75%) QA
2 4 (2.20%) OIPF
System Software
1 8 (4.40%) Apache Flume
2 5 (2.75%) Docker
3 3 (1.65%) 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 (4.95%) EnCase
2 8 (4.40%) Hadoop YARN
3 6 (3.30%) Mesos
4 4 (2.20%) systemd
5 3 (1.65%) 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 (17.03%) Apple
2 28 (15.38%) Google
3 21 (11.54%) SAP
4 15 (8.24%) Microsoft
5 12 (6.59%) Oracle
6 10 (5.49%) Cloudera
7 9 (4.95%) Sun
8 8 (4.40%) Arqiva
8 8 (4.40%) Atlassian
8 8 (4.40%) BT
8 8 (4.40%) CA
9 4 (2.20%) Broadcom
9 4 (2.20%) DevExpress
9 4 (2.20%) Telerik
10 3 (1.65%) Altova
10 3 (1.65%) Bloomberg
10 3 (1.65%) ILOG
10 3 (1.65%) Perforce
10 3 (1.65%) Splunk
10 3 (1.65%) Xilinx