Period
to 20 February 2018

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 20 February 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK > England
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 961 988 1055
Rank change year-on-year +27 +67 -33
Permanent jobs citing Memory Management 195 155 208
As % of all permanent IT jobs advertised in England 0.12% 0.094% 0.11%
As % of the Processes & Methodologies category 0.13% 0.10% 0.12%
Number of salaries quoted 143 112 172
England median annual salary £55,000 £51,500 £62,500
Median salary % change year-on-year +6.80% -17.60% +8.70%
10th Percentile £42,600 £37,500 £33,750
90th Percentile £86,250 £104,500 £87,500
UK median annual salary £55,000 £51,500 £62,500
% change year-on-year +6.80% -17.60% +8.70%

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 148,691 147,625 175,152
As % of all permanent IT jobs advertised in England 89.89% 89.53% 88.85%
Number of salaries quoted 121,587 122,608 146,638
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,500 £28,500 £27,750
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 20 February 2018.

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 20 February 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
London -12 90 £70,000 - 19
East of England +52 63 £50,000 -13.04% 5
South West +17 13 £42,500 - 2
South East -5 13 £42,500 -5.56% 3
North of England -10 13 £50,000 +11.11% 1
Yorkshire +17 9 £50,000 - 1
North West -22 4 £60,000 +33.33%
Midlands +1 3 £60,000 +50.00% 4
East Midlands +1 2 £62,500 +56.25% 2
West Midlands - 1 £60,000 - 2
Memory Management
UK

For the 6 months to 20 February 2018, IT jobs citing Memory Management 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 England region with a requirement for Memory Management.

1 81 (41.54%) Agile Software Development
2 79 (40.51%) OO
3 72 (36.92%) Java
4 65 (33.33%) MVC
4 65 (33.33%) TDD
5 58 (29.74%) SQL
6 57 (29.23%) Multithreading
7 55 (28.21%) Subversion
8 53 (27.18%) OOP
8 53 (27.18%) Git (software)
9 51 (26.15%) REST
10 47 (24.10%) Apple iOS
11 46 (23.59%) Algorithms
12 45 (23.08%) Software Engineering
13 43 (22.05%) iOS Development
14 42 (21.54%) C++
15 41 (21.03%) C#
16 38 (19.49%) XML
17 37 (18.97%) Linux
17 37 (18.97%) Spring
17 37 (18.97%) Relational Database
18 34 (17.44%) Low Latency
18 34 (17.44%) Test Automation
18 34 (17.44%) MySQL
18 34 (17.44%) Finance
19 33 (16.92%) JUnit
19 33 (16.92%) Python
19 33 (16.92%) OOD
20 32 (16.41%) JavaScript
20 32 (16.41%) Java EE

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 14 (7.18%) Apache Spark
2 5 (2.56%) Apache
2 5 (2.56%) Tomcat
3 4 (2.05%) JBoss
3 4 (2.05%) Oracle SOA Suite
3 4 (2.05%) SharePoint
3 4 (2.05%) SharePoint 2010
3 4 (2.05%) SharePoint 2013
4 3 (1.54%) Elasticsearch
4 3 (1.54%) Jetty
4 3 (1.54%) nginx
4 3 (1.54%) WebLogic
4 3 (1.54%) WebSphere
5 1 (0.51%) Ethereum
Applications
1 4 (2.05%) InfoPath
1 4 (2.05%) Microsoft Office
2 3 (1.54%) Adobe Illustrator
2 3 (1.54%) Blender
2 3 (1.54%) Photoshop
Cloud Services
1 28 (14.36%) Amazon AWS
2 18 (9.23%) GitHub
3 12 (6.15%) AWS Lambda
3 12 (6.15%) Serverless
4 11 (5.64%) Microsoft Azure
5 5 (2.56%) TestFlight
6 4 (2.05%) Google Play
Communications & Networking
1 27 (13.85%) TCP/IP
2 9 (4.62%) iBeacon
3 8 (4.10%) DVB
4 6 (3.08%) DHCP
4 6 (3.08%) DNS
4 6 (3.08%) SAN
5 4 (2.05%) HbbTV
5 4 (2.05%) HTTP
6 3 (1.54%) HTTPS
6 3 (1.54%) SNMP
7 2 (1.03%) Internet
7 2 (1.03%) Kerberos
8 1 (0.51%) FIX Connectivity
8 1 (0.51%) iSCSI
8 1 (0.51%) MQTT
8 1 (0.51%) NAS
8 1 (0.51%) NetScaler
8 1 (0.51%) SMTP
8 1 (0.51%) SSL
Database & Business Intelligence
1 37 (18.97%) Relational Database
2 34 (17.44%) MySQL
3 20 (10.26%) MarkLogic
3 20 (10.26%) NoSQL
4 13 (6.67%) Big Data
5 12 (6.15%) MongoDB
6 11 (5.64%) Hadoop
6 11 (5.64%) PostgreSQL
6 11 (5.64%) SQLite
7 9 (4.62%) SQL Server
8 6 (3.08%) Apache Cassandra
8 6 (3.08%) Redis
9 4 (2.05%) Blockchain
9 4 (2.05%) Oracle Database
10 3 (1.54%) InterSystems Cache
10 3 (1.54%) Oracle Database 11g
10 3 (1.54%) Text Mining
11 2 (1.03%) Flink
11 2 (1.03%) HCatalog
11 2 (1.03%) Impala
Development Applications
1 55 (28.21%) Subversion
2 53 (27.18%) Git (software)
3 33 (16.92%) JUnit
4 29 (14.87%) Mockito
5 26 (13.33%) Team Foundation Server
6 20 (10.26%) Cucumber
7 17 (8.72%) Jenkins
8 14 (7.18%) CocoaPods
9 11 (5.64%) JIRA
9 11 (5.64%) Xcode
10 10 (5.13%) TeamCity
11 8 (4.10%) Gradle
12 7 (3.59%) Ant
12 7 (3.59%) Robolectric
13 6 (3.08%) Jasmine
13 6 (3.08%) Karma Test Runner
13 6 (3.08%) Mocha
13 6 (3.08%) Octopus Deploy
13 6 (3.08%) QUnit
14 5 (2.56%) Calabash
General
1 34 (17.44%) Finance
2 19 (9.74%) Publishing
3 17 (8.72%) Front Office
4 15 (7.69%) Games
5 12 (6.15%) Banking
6 10 (5.13%) Telecoms
7 8 (4.10%) Multimedia
8 6 (3.08%) Marketing
9 5 (2.56%) Electronics
10 4 (2.05%) Manufacturing
11 2 (1.03%) Retail
Job Titles
1 129 (66.15%) Developer
2 41 (21.03%) iOS Developer
3 32 (16.41%) Java Developer
4 21 (10.77%) Applications Developer
5 17 (8.72%) Software Developer
6 16 (8.21%) C# Developer
7 15 (7.69%) Senior Developer
7 15 (7.69%) Software Engineer
8 14 (7.18%) Android Developer
8 14 (7.18%) Forensic Investigator
9 13 (6.67%) C# Software Developer
10 8 (4.10%) C# Application Developer
10 8 (4.10%) Mobile Developer
11 7 (3.59%) Objective-C Developer
12 6 (3.08%) Front End Developer (Client-Side Developer)
12 6 (3.08%) Front End Web Developer (Client-Side Developer)
12 6 (3.08%) Lead Developer
12 6 (3.08%) Web Developer
13 5 (2.56%) Architect
13 5 (2.56%) Systems Engineer
Libraries, Frameworks & Software Standards
1 51 (26.15%) REST
2 38 (19.49%) XML
3 37 (18.97%) Spring
4 32 (16.41%) Java EE
5 28 (14.36%) JMS
6 26 (13.33%) Web Services
7 25 (12.82%) RESTful
8 24 (12.31%) .NET
8 24 (12.31%) JSON
9 23 (11.79%) XSLT
10 20 (10.26%) HTML
10 20 (10.26%) WCF
11 16 (8.21%) HTML5
11 16 (8.21%) J2EE
12 15 (7.69%) CSS
12 15 (7.69%) Django
12 15 (7.69%) Hibernate
13 13 (6.67%) OpenGL
14 12 (6.15%) Core Data
15 11 (5.64%) SOAP
Miscellaneous
1 46 (23.59%) Algorithms
2 25 (12.82%) Data Structures
3 22 (11.28%) User Experience
4 15 (7.69%) Computer Science
5 14 (7.18%) N-Tier
6 12 (6.15%) Fintech
7 9 (4.62%) Analytical Skills
7 9 (4.62%) Equities
7 9 (4.62%) Fixed Income
7 9 (4.62%) Greenfield Project
7 9 (4.62%) iPad
7 9 (4.62%) iPhone
8 8 (4.10%) BBC
8 8 (4.10%) Client/Server
8 8 (4.10%) Digital TV
8 8 (4.10%) IPTV
8 8 (4.10%) Media Streaming
8 8 (4.10%) MPEG
8 8 (4.10%) STB
9 6 (3.08%) Foreign Exchange (FX)
Operating Systems
1 47 (24.10%) Apple iOS
2 37 (18.97%) Linux
3 26 (13.33%) Android
4 13 (6.67%) Windows
5 8 (4.10%) Embedded Linux
6 5 (2.56%) Windows Server
7 4 (2.05%) Unix
8 2 (1.03%) Mesosphere
9 1 (0.51%) SUSE Linux Enterprise Server
Processes & Methodologies
1 81 (41.54%) Agile Software Development
2 79 (40.51%) OO
3 65 (33.33%) MVC
3 65 (33.33%) TDD
4 57 (29.23%) Multithreading
5 53 (27.18%) OOP
6 45 (23.08%) Software Engineering
7 43 (22.05%) iOS Development
8 34 (17.44%) Low Latency
8 34 (17.44%) Test Automation
9 33 (16.92%) OOD
10 29 (14.87%) BDD
11 25 (12.82%) OOA/OOD
11 25 (12.82%) Open Source
12 23 (11.79%) Waterfall
13 22 (11.28%) Continuous Integration
13 22 (11.28%) SOLID
14 20 (10.26%) Customer Requirements
15 18 (9.23%) Mathematics
15 18 (9.23%) Unit Testing
Programming Languages
1 72 (36.92%) Java
2 58 (29.74%) SQL
3 42 (21.54%) C++
4 41 (21.03%) C#
5 33 (16.92%) Python
6 32 (16.41%) Apple Swift
6 32 (16.41%) JavaScript
7 27 (13.85%) C
8 22 (11.28%) Objective-C
9 15 (7.69%) PowerShell
10 12 (6.15%) Bash Shell
11 9 (4.62%) Scala
12 8 (4.10%) HLSL
13 5 (2.56%) Shell Script
14 4 (2.05%) Embedded C
14 4 (2.05%) Embedded C++
14 4 (2.05%) GLSL
14 4 (2.05%) Go
14 4 (2.05%) Kotlin
14 4 (2.05%) VB.NET
Qualifications
1 19 (9.74%) Degree
2 16 (8.21%) GCFA
2 16 (8.21%) GCFE
3 14 (7.18%) CREST Certified
3 14 (7.18%) GIAC
4 10 (5.13%) Computer Science Degree
4 10 (5.13%) Microsoft Certification
5 7 (3.59%) Security Cleared
6 5 (2.56%) DV Cleared
6 5 (2.56%) MCP
6 5 (2.56%) MCSE
6 5 (2.56%) Sun Certification
7 2 (1.03%) Master's Degree
7 2 (1.03%) PhD
8 1 (0.51%) RHCE
8 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 8 (4.10%) QA
2 4 (2.05%) OIPF
System Software
1 8 (4.10%) Apache Flume
2 6 (3.08%) Docker
3 5 (2.56%) Active Directory
4 3 (1.54%) Apache ZooKeeper
5 2 (1.03%) HDFS
5 2 (1.03%) MapR-FS
6 1 (0.51%) etcd
6 1 (0.51%) NDS
6 1 (0.51%) NFS
6 1 (0.51%) VMware Infrastructure
Systems Management
1 17 (8.72%) EnCase
2 12 (6.15%) Single Sign-On
3 8 (4.10%) Hadoop YARN
4 6 (3.08%) Ansible
4 6 (3.08%) HockeyApp
4 6 (3.08%) Mesos
4 6 (3.08%) Puppet
5 5 (2.56%) Opscode Chef
6 4 (2.05%) systemd
7 3 (1.54%) Ambari
7 3 (1.54%) Kubernetes
8 2 (1.03%) Docker Swarm
8 2 (1.03%) yum
9 1 (0.51%) Consul
9 1 (0.51%) logstash
9 1 (0.51%) Nagios
Vendors
1 24 (12.31%) Google
2 20 (10.26%) Microsoft
3 17 (8.72%) Apple
4 9 (4.62%) Perforce
5 8 (4.10%) Arqiva
5 8 (4.10%) BT
5 8 (4.10%) CA
5 8 (4.10%) Oracle
6 7 (3.59%) Cloudera
7 5 (2.56%) Atlassian
7 5 (2.56%) SAP
7 5 (2.56%) Sun
8 4 (2.05%) Broadcom
8 4 (2.05%) DevExpress
8 4 (2.05%) Telerik
9 3 (1.54%) Altova
9 3 (1.54%) ILOG
9 3 (1.54%) Splunk
10 2 (1.03%) Tableau
10 2 (1.03%) Talend