Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 983 1028 1077
Rank change year-on-year +45 +49 -9
Permanent jobs citing Memory Management 196 152 207
As % of all permanent IT jobs advertised in the UK 0.11% 0.086% 0.099%
As % of the Processes & Methodologies category 0.13% 0.096% 0.11%
Number of salaries quoted 145 119 176
UK median annual salary £55,000 £47,500 £62,500
Median salary % change year-on-year +15.79% -24.00% +8.70%
10th Percentile £43,000 £37,500 £37,500
90th Percentile £91,500 £89,750 £87,500
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -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 154,446 157,552 185,134
As % of all permanent IT jobs advertised in the UK 89.85% 89.54% 88.87%
Number of salaries quoted 124,126 130,212 153,462
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 21 January 2018.

Salary histogram for Memory Management in the UK

Memory Management
Top 12 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 21 January 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
England +66 196 £55,000 +15.79% 30
UK excluding London +30 101 £50,000 +11.11% 11
London +26 95 £67,500 +3.85% 20
East of England +61 55 £50,000 -8.50% 4
South West +25 20 £55,000 +46.67% 2
South East -14 12 £42,500 -5.56%
North of England +6 11 £50,000 +11.11% 2
Yorkshire +26 6 £50,000 - 2
North West -8 5 £60,000 +33.33%
Midlands +21 3 £60,000 +50.00% 2
East Midlands +18 2 £62,500 +56.25% 2
West Midlands - 1 £50,000 -

For the 6 months to 21 January 2018, 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 86 (43.88%) Agile Software Development
2 77 (39.29%) OO
3 74 (37.76%) Java
4 73 (37.24%) MVC
5 65 (33.16%) TDD
6 58 (29.59%) SQL
7 57 (29.08%) OOP
7 57 (29.08%) Multithreading
7 57 (29.08%) Git (software)
8 56 (28.57%) Subversion
9 50 (25.51%) Apple iOS
10 49 (25.00%) REST
11 47 (23.98%) iOS Development
12 46 (23.47%) Algorithms
12 46 (23.47%) Software Engineering
13 42 (21.43%) C#
14 41 (20.92%) C++
15 39 (19.90%) XML
15 39 (19.90%) Relational Database
16 37 (18.88%) Finance
17 36 (18.37%) JUnit
17 36 (18.37%) Spring
17 36 (18.37%) Android
18 35 (17.86%) Low Latency
19 34 (17.35%) Test Automation
20 33 (16.84%) Java EE
20 33 (16.84%) MySQL
20 33 (16.84%) Apple Swift
21 31 (15.82%) BDD
21 31 (15.82%) Mockito

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 14 (7.14%) Apache Spark
2 6 (3.06%) Oracle SOA Suite
3 4 (2.04%) SharePoint
3 4 (2.04%) SharePoint 2010
3 4 (2.04%) SharePoint 2013
3 4 (2.04%) Tomcat
4 3 (1.53%) Apache
4 3 (1.53%) JBoss
4 3 (1.53%) Jetty
4 3 (1.53%) nginx
4 3 (1.53%) WebLogic
4 3 (1.53%) WebSphere
5 2 (1.02%) Elasticsearch
6 1 (0.51%) Ethereum
Applications
1 4 (2.04%) InfoPath
1 4 (2.04%) Microsoft Office
2 2 (1.02%) Adobe Illustrator
2 2 (1.02%) Blender
2 2 (1.02%) Photoshop
Cloud Services
1 24 (12.24%) Amazon AWS
2 20 (10.20%) GitHub
3 10 (5.10%) AWS Lambda
3 10 (5.10%) Serverless
4 9 (4.59%) Microsoft Azure
5 5 (2.55%) Google Play
6 4 (2.04%) TestFlight
Communications & Networking
1 22 (11.22%) TCP/IP
2 11 (5.61%) iBeacon
3 8 (4.08%) DVB
4 4 (2.04%) HbbTV
5 3 (1.53%) HTTP
5 3 (1.53%) HTTPS
5 3 (1.53%) SNMP
6 2 (1.02%) DHCP
6 2 (1.02%) DNS
6 2 (1.02%) Internet
6 2 (1.02%) Kerberos
6 2 (1.02%) SAN
7 1 (0.51%) FIX Connectivity
7 1 (0.51%) MQTT
7 1 (0.51%) Network Security
Database & Business Intelligence
1 39 (19.90%) Relational Database
2 33 (16.84%) MySQL
3 23 (11.73%) NoSQL
4 20 (10.20%) MarkLogic
5 16 (8.16%) Big Data
6 14 (7.14%) MongoDB
7 11 (5.61%) Hadoop
7 11 (5.61%) PostgreSQL
7 11 (5.61%) SQLite
8 10 (5.10%) SQL Server
9 8 (4.08%) Apache Cassandra
10 7 (3.57%) Redis
11 4 (2.04%) Blockchain
12 3 (1.53%) InterSystems Cache
12 3 (1.53%) Oracle Database
12 3 (1.53%) Oracle Database 11g
13 2 (1.02%) Amazon QuickSight
13 2 (1.02%) Flink
13 2 (1.02%) HCatalog
13 2 (1.02%) Impala
Development Applications
1 57 (29.08%) Git (software)
2 56 (28.57%) Subversion
3 36 (18.37%) JUnit
4 31 (15.82%) Mockito
5 26 (13.27%) Team Foundation Server
6 20 (10.20%) Cucumber
7 15 (7.65%) Jenkins
8 11 (5.61%) CocoaPods
8 11 (5.61%) Gradle
8 11 (5.61%) Xcode
9 10 (5.10%) JIRA
9 10 (5.10%) Robolectric
9 10 (5.10%) TeamCity
10 7 (3.57%) Appium
10 7 (3.57%) Calabash
10 7 (3.57%) Jasmine
10 7 (3.57%) Karma Test Runner
10 7 (3.57%) Mocha
10 7 (3.57%) Octopus Deploy
10 7 (3.57%) QUnit
General
1 37 (18.88%) Finance
2 19 (9.69%) Publishing
3 17 (8.67%) Front Office
4 16 (8.16%) Telecoms
5 14 (7.14%) Games
6 12 (6.12%) Electronics
6 12 (6.12%) Marketing
7 11 (5.61%) Banking
8 10 (5.10%) Manufacturing
9 8 (4.08%) Multimedia
10 2 (1.02%) Retail
Job Titles
1 134 (68.37%) Developer
2 44 (22.45%) iOS Developer
3 31 (15.82%) Java Developer
4 22 (11.22%) Applications Developer
5 20 (10.20%) Android Developer
6 18 (9.18%) Software Developer
7 16 (8.16%) C# Developer
8 15 (7.65%) Software Engineer
9 14 (7.14%) Forensic Investigator
10 13 (6.63%) C# Software Developer
11 12 (6.12%) Senior Developer
12 11 (5.61%) Mobile Developer
13 8 (4.08%) C# Application Developer
14 7 (3.57%) Front End Developer (Client-Side Developer)
15 6 (3.06%) Front End Web Developer (Client-Side Developer)
15 6 (3.06%) Objective-C Developer
15 6 (3.06%) Web Developer
16 5 (2.55%) Java Engineer
16 5 (2.55%) Java J2EE Software Engineer
16 5 (2.55%) Lead Developer
Libraries, Frameworks & Software Standards
1 49 (25.00%) REST
2 39 (19.90%) XML
3 36 (18.37%) Spring
4 33 (16.84%) Java EE
5 29 (14.80%) JMS
6 25 (12.76%) .NET
7 24 (12.24%) RESTful
8 23 (11.73%) JSON
8 23 (11.73%) XSLT
9 21 (10.71%) HTML
9 21 (10.71%) Web Services
10 20 (10.20%) WCF
11 17 (8.67%) HTML5
12 16 (8.16%) CSS
12 16 (8.16%) J2EE
13 14 (7.14%) Hibernate
14 12 (6.12%) Cocoa
14 12 (6.12%) Core Data
14 12 (6.12%) OpenGL
14 12 (6.12%) SOAP
Miscellaneous
1 46 (23.47%) Algorithms
2 29 (14.80%) Data Structures
3 24 (12.24%) User Experience
4 16 (8.16%) Computer Science
5 15 (7.65%) N-Tier
6 12 (6.12%) Fintech
7 10 (5.10%) Mobile App
8 9 (4.59%) Analytical Skills
8 9 (4.59%) iPad
8 9 (4.59%) iPhone
9 8 (4.08%) BBC
9 8 (4.08%) Digital TV
9 8 (4.08%) Equities
9 8 (4.08%) Fixed Income
9 8 (4.08%) Greenfield Project
9 8 (4.08%) IPTV
9 8 (4.08%) Media Streaming
9 8 (4.08%) MPEG
9 8 (4.08%) STB
10 7 (3.57%) Client/Server
Operating Systems
1 50 (25.51%) Apple iOS
2 36 (18.37%) Android
3 31 (15.82%) Linux
4 10 (5.10%) Windows
5 8 (4.08%) Embedded Linux
6 5 (2.55%) Unix
7 2 (1.02%) Mesosphere
7 2 (1.02%) Windows Server
Processes & Methodologies
1 86 (43.88%) Agile Software Development
2 77 (39.29%) OO
3 73 (37.24%) MVC
4 65 (33.16%) TDD
5 57 (29.08%) Multithreading
5 57 (29.08%) OOP
6 47 (23.98%) iOS Development
7 46 (23.47%) Software Engineering
8 35 (17.86%) Low Latency
9 34 (17.35%) Test Automation
10 31 (15.82%) BDD
10 31 (15.82%) OOD
11 26 (13.27%) Android Development
11 26 (13.27%) OOA/OOD
12 25 (12.76%) Open Source
13 22 (11.22%) Unit Testing
13 22 (11.22%) Waterfall
14 21 (10.71%) Continuous Integration
14 21 (10.71%) SOLID
15 20 (10.20%) Customer Requirements
Programming Languages
1 74 (37.76%) Java
2 58 (29.59%) SQL
3 42 (21.43%) C#
4 41 (20.92%) C++
5 33 (16.84%) Apple Swift
6 31 (15.82%) JavaScript
7 29 (14.80%) Objective-C
8 27 (13.78%) C
8 27 (13.78%) Python
9 12 (6.12%) PowerShell
10 11 (5.61%) Bash Shell
11 10 (5.10%) Scala
12 6 (3.06%) HLSL
13 5 (2.55%) Kotlin
14 4 (2.04%) Go
14 4 (2.04%) Shell Script
14 4 (2.04%) VB.NET
15 3 (1.53%) Embedded C
15 3 (1.53%) Embedded C++
15 3 (1.53%) Groovy
Qualifications
1 17 (8.67%) Degree
2 16 (8.16%) GCFA
2 16 (8.16%) GCFE
3 14 (7.14%) CREST Certified
3 14 (7.14%) GIAC
4 12 (6.12%) Computer Science Degree
5 7 (3.57%) Microsoft Certification
5 7 (3.57%) Security Cleared
6 6 (3.06%) Sun Certification
7 5 (2.55%) DV Cleared
8 3 (1.53%) Master's Degree
8 3 (1.53%) PhD
9 2 (1.02%) MCP
9 2 (1.02%) MCSE
10 1 (0.51%) OCMJD
10 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 8 (4.08%) QA
2 4 (2.04%) OIPF
System Software
1 8 (4.08%) Apache Flume
2 5 (2.55%) Docker
3 2 (1.02%) Active Directory
3 2 (1.02%) Apache ZooKeeper
3 2 (1.02%) HDFS
3 2 (1.02%) MapR-FS
4 1 (0.51%) etcd
Systems Management
1 17 (8.67%) EnCase
2 8 (4.08%) Hadoop YARN
3 6 (3.06%) Mesos
4 5 (2.55%) HockeyApp
5 4 (2.04%) systemd
6 3 (1.53%) Ansible
6 3 (1.53%) Kubernetes
6 3 (1.53%) Puppet
7 2 (1.02%) Ambari
7 2 (1.02%) Docker Swarm
7 2 (1.02%) Opscode Chef
7 2 (1.02%) yum
8 1 (0.51%) Consul
8 1 (0.51%) SELinux
Vendors
1 28 (14.29%) Google
2 21 (10.71%) Apple
3 17 (8.67%) Microsoft
4 10 (5.10%) SAP
5 9 (4.59%) Oracle
6 8 (4.08%) Arqiva
6 8 (4.08%) BT
6 8 (4.08%) CA
6 8 (4.08%) Perforce
7 7 (3.57%) Cloudera
8 6 (3.06%) Sun
9 5 (2.55%) Atlassian
10 4 (2.04%) Broadcom
10 4 (2.04%) DevExpress
10 4 (2.04%) Telerik
11 3 (1.53%) Altova
11 3 (1.53%) ILOG
11 3 (1.53%) Splunk
12 2 (1.02%) IBM
12 2 (1.02%) Tableau