Period
to 22 April 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 964 1011 1007
Rank change year-on-year +47 -4 -26
Permanent jobs citing Memory Management 225 173 288
As % of all permanent IT jobs advertised in the UK 0.13% 0.10% 0.14%
As % of the Processes & Methodologies category 0.14% 0.11% 0.16%
Number of salaries quoted 165 127 219
UK median annual salary £52,500 £60,000 £55,000
Median salary % change year-on-year -12.50% +9.09% -4.35%
10th Percentile £41,750 £38,750 £35,000
90th Percentile £82,500 £105,000 £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 161,161 154,899 184,123
As % of all permanent IT jobs advertised in the UK 90.85% 90.44% 89.96%
Number of salaries quoted 130,585 127,506 153,009
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £29,250 £27,875 £27,500
90th Percentile £81,250 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +4.94%

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 22 April 2018.

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 22 April 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 +20 222 £52,500 -17.65% 33
UK excluding London +36 126 £50,000 +11.11% 20
London -20 99 £60,000 -20.00% 14
East of England +31 65 £50,000 - 5
South East -9 18 £48,750 +8.33% 7
South West +6 16 £42,500 - 3
North of England -6 16 £50,000 -4.76% 2
Yorkshire +29 13 £50,000 -13.04% 1
Midlands +3 8 £60,000 +50.00% 2
West Midlands - 5 £60,000 - 2
East Midlands -1 3 £60,000 +50.00%
North West -10 3 £40,000 -23.81% 1
Scotland -33 3 £70,000 +36.59% 1

For the 6 months to 22 April 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 with a requirement for Memory Management.

1 83 (36.89%) OO
2 80 (35.56%) Java
2 80 (35.56%) Agile Software Development
3 63 (28.00%) TDD
4 62 (27.56%) SQL
5 59 (26.22%) Finance
6 57 (25.33%) Software Engineering
6 57 (25.33%) Multithreading
7 52 (23.11%) Git (software)
7 52 (23.11%) REST
8 51 (22.67%) MVC
8 51 (22.67%) C#
9 50 (22.22%) Algorithms
10 48 (21.33%) Apple iOS
10 48 (21.33%) Test Automation
11 46 (20.44%) Linux
12 45 (20.00%) Subversion
12 45 (20.00%) iOS Development
13 44 (19.56%) C++
14 43 (19.11%) OOP
15 42 (18.67%) XML
16 40 (17.78%) JavaScript
17 38 (16.89%) Python
18 37 (16.44%) Degree
18 37 (16.44%) Low Latency
19 36 (16.00%) Amazon AWS
20 34 (15.11%) Spring
20 34 (15.11%) Apple Swift
21 31 (13.78%) Relational Database
21 31 (13.78%) BDD

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 15 (6.67%) Apache Spark
2 13 (5.78%) Apache
3 8 (3.56%) Drupal
4 6 (2.67%) Elasticsearch
4 6 (2.67%) nginx
5 5 (2.22%) Oracle SOA Suite
5 5 (2.22%) Tomcat
6 4 (1.78%) IIS
6 4 (1.78%) SharePoint
6 4 (1.78%) SharePoint 2010
6 4 (1.78%) SharePoint 2013
7 2 (0.89%) GemFire
8 1 (0.44%) Apache Qpid
8 1 (0.44%) Ethereum
8 1 (0.44%) JBoss
Applications
1 4 (1.78%) InfoPath
1 4 (1.78%) Microsoft Office
2 2 (0.89%) Adobe Illustrator
2 2 (0.89%) Blender
2 2 (0.89%) Photoshop
Cloud Services
1 36 (16.00%) Amazon AWS
2 20 (8.89%) AWS Lambda
2 20 (8.89%) Serverless
3 13 (5.78%) GitHub
4 8 (3.56%) Amazon S3
4 8 (3.56%) Amazon SQS
4 8 (3.56%) AWS Elastic Beanstalk
4 8 (3.56%) CloudFront
5 7 (3.11%) Microsoft Azure
6 5 (2.22%) TestFlight
7 2 (0.89%) Google Play
7 2 (0.89%) PaaS
8 1 (0.44%) Cloud Computing
Communications & Networking
1 30 (13.33%) TCP/IP
2 8 (3.56%) DVB
3 6 (2.67%) DHCP
3 6 (2.67%) DNS
3 6 (2.67%) SAN
4 5 (2.22%) iBeacon
5 4 (1.78%) HbbTV
5 4 (1.78%) Internet
6 2 (0.89%) Network Security
6 2 (0.89%) Wireshark
7 1 (0.44%) HTTP
7 1 (0.44%) iSCSI
7 1 (0.44%) Kerberos
7 1 (0.44%) MQTT
7 1 (0.44%) NAS
7 1 (0.44%) NetScaler
7 1 (0.44%) SMTP
7 1 (0.44%) SSL
Database & Business Intelligence
1 31 (13.78%) Relational Database
2 30 (13.33%) MySQL
3 23 (10.22%) NoSQL
4 22 (9.78%) MarkLogic
5 15 (6.67%) SQL Server
6 13 (5.78%) Big Data
7 11 (4.89%) MongoDB
8 8 (3.56%) Amazon DynamoDB
8 8 (3.56%) Amazon RDS
8 8 (3.56%) Hadoop
9 7 (3.11%) SQLite
10 4 (1.78%) Text Mining
11 3 (1.33%) Amazon Athena
11 3 (1.33%) Amazon QuickSight
11 3 (1.33%) Apache Cassandra
11 3 (1.33%) PostgreSQL
12 2 (0.89%) MemSQL
12 2 (0.89%) Redis
13 1 (0.44%) HCatalog
13 1 (0.44%) Impala
Development Applications
1 52 (23.11%) Git (software)
2 45 (20.00%) Subversion
3 27 (12.00%) JUnit
4 26 (11.56%) Mockito
4 26 (11.56%) Team Foundation Server
5 20 (8.89%) Cucumber
6 14 (6.22%) Jenkins
7 11 (4.89%) CocoaPods
7 11 (4.89%) JIRA
8 10 (4.44%) Appium
8 10 (4.44%) Calabash
8 10 (4.44%) Jasmine
8 10 (4.44%) Karma Test Runner
9 9 (4.00%) Robolectric
10 8 (3.56%) PHPUnit
10 8 (3.56%) Protractor
10 8 (3.56%) Selenium
11 7 (3.11%) Gradle
11 7 (3.11%) Xcode
12 5 (2.22%) TeamCity
General
1 59 (26.22%) Finance
2 25 (11.11%) Banking
3 19 (8.44%) Front Office
3 19 (8.44%) Publishing
4 14 (6.22%) Games
5 12 (5.33%) Financial Institution
6 11 (4.89%) Telecoms
7 8 (3.56%) Marketing
7 8 (3.56%) Multimedia
8 7 (3.11%) Electronics
9 5 (2.22%) Investment Banking
10 4 (1.78%) Manufacturing
10 4 (1.78%) Retail
Job Titles
1 140 (62.22%) Developer
2 43 (19.11%) iOS Developer
3 36 (16.00%) Java Developer
4 21 (9.33%) Applications Developer
4 21 (9.33%) Senior Developer
5 20 (8.89%) Software Engineer
6 17 (7.56%) Software Developer
7 16 (7.11%) C# Developer
8 14 (6.22%) Android Developer
8 14 (6.22%) Forensic Investigator
9 13 (5.78%) C# Software Developer
10 11 (4.89%) Security Engineer
11 9 (4.00%) Senior Web Developer
11 9 (4.00%) Web Developer
12 8 (3.56%) Architect
12 8 (3.56%) C# Application Developer
12 8 (3.56%) C++ Developer
12 8 (3.56%) Mobile Developer
13 7 (3.11%) Angular Developer
13 7 (3.11%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 52 (23.11%) REST
2 42 (18.67%) XML
3 34 (15.11%) Spring
4 28 (12.44%) .NET
5 27 (12.00%) HTML
6 26 (11.56%) Java EE
6 26 (11.56%) JSON
6 26 (11.56%) Web Services
7 25 (11.11%) JMS
8 22 (9.78%) HTML5
9 21 (9.33%) RESTful
9 21 (9.33%) WCF
10 20 (8.89%) XSLT
11 18 (8.00%) CSS
12 16 (7.11%) Django
13 15 (6.67%) AngularJS
14 13 (5.78%) OpenGL
15 12 (5.33%) Core Data
15 12 (5.33%) J2EE
16 11 (4.89%) Hibernate
Miscellaneous
1 50 (22.22%) Algorithms
2 28 (12.44%) Data Structures
3 25 (11.11%) User Experience
4 23 (10.22%) Computer Science
5 14 (6.22%) N-Tier
6 12 (5.33%) Analytical Skills
6 12 (5.33%) Mobile App
7 11 (4.89%) Equities
7 11 (4.89%) Fintech
7 11 (4.89%) Fixed Income
8 9 (4.00%) Data Centre
9 8 (3.56%) BBC
9 8 (3.56%) Digital TV
9 8 (3.56%) Foreign Exchange (FX)
9 8 (3.56%) Greenfield Project
9 8 (3.56%) IPTV
9 8 (3.56%) Media Streaming
9 8 (3.56%) MPEG
9 8 (3.56%) STB
10 7 (3.11%) Client/Server
Operating Systems
1 48 (21.33%) Apple iOS
2 46 (20.44%) Linux
3 28 (12.44%) Android
4 17 (7.56%) Windows
5 14 (6.22%) Unix
6 8 (3.56%) Embedded Linux
7 5 (2.22%) Windows Server
8 1 (0.44%) Mesosphere
8 1 (0.44%) SUSE Linux Enterprise Server
Processes & Methodologies
1 83 (36.89%) OO
2 80 (35.56%) Agile Software Development
3 63 (28.00%) TDD
4 57 (25.33%) Multithreading
4 57 (25.33%) Software Engineering
5 51 (22.67%) MVC
6 48 (21.33%) Test Automation
7 45 (20.00%) iOS Development
8 43 (19.11%) OOP
9 37 (16.44%) Low Latency
10 31 (13.78%) BDD
10 31 (13.78%) Problem-Solving
11 30 (13.33%) Continuous Integration
12 29 (12.89%) OOD
13 28 (12.44%) Unit Testing
14 24 (10.67%) Digital Forensics
15 23 (10.22%) Waterfall
16 22 (9.78%) Artificial Intelligence
16 22 (9.78%) OOA/OOD
16 22 (9.78%) Open Source
Programming Languages
1 80 (35.56%) Java
2 62 (27.56%) SQL
3 51 (22.67%) C#
4 44 (19.56%) C++
5 40 (17.78%) JavaScript
6 38 (16.89%) Python
7 34 (15.11%) Apple Swift
8 23 (10.22%) C
9 17 (7.56%) Objective-C
10 16 (7.11%) PHP
11 12 (5.33%) Bash Shell
12 11 (4.89%) PowerShell
13 8 (3.56%) TypeScript
13 8 (3.56%) VB.NET
14 7 (3.11%) HLSL
14 7 (3.11%) Scala
15 6 (2.67%) Kotlin
16 5 (2.22%) Java 8
17 4 (1.78%) Embedded C
17 4 (1.78%) GLSL
Qualifications
1 37 (16.44%) Degree
2 23 (10.22%) GCFA
2 23 (10.22%) GCFE
3 20 (8.89%) CREST Certified
3 20 (8.89%) GIAC
4 19 (8.44%) Computer Science Degree
5 10 (4.44%) Microsoft Certification
6 7 (3.11%) GREM
7 5 (2.22%) Master's Degree
7 5 (2.22%) MCP
7 5 (2.22%) MCSE
8 4 (1.78%) MBA
8 4 (1.78%) PhD
8 4 (1.78%) Security Cleared
9 3 (1.33%) DV Cleared
10 2 (0.89%) SC Cleared
11 1 (0.44%) RHCE
11 1 (0.44%) Sun Certification
Quality Assurance & Compliance
1 11 (4.89%) QA
2 4 (1.78%) OIPF
System Software
1 8 (3.56%) Docker
2 5 (2.22%) Active Directory
2 5 (2.22%) Apache Flume
3 4 (1.78%) Apache ZooKeeper
4 3 (1.33%) VMware Infrastructure
5 2 (0.89%) KVM
5 2 (0.89%) Varnish
5 2 (0.89%) Xen
6 1 (0.44%) HDFS
6 1 (0.44%) MapR-FS
6 1 (0.44%) NDS
6 1 (0.44%) NFS
Systems Management
1 24 (10.67%) EnCase
2 12 (5.33%) Single Sign-On
3 11 (4.89%) HockeyApp
4 8 (3.56%) Ansible
4 8 (3.56%) Puppet
5 7 (3.11%) Opscode Chef
6 5 (2.22%) Hadoop YARN
7 4 (1.78%) Ambari
7 4 (1.78%) Mesos
7 4 (1.78%) systemd
8 3 (1.33%) logstash
9 2 (0.89%) SELinux
9 2 (0.89%) Terraform
10 1 (0.44%) Control-M
10 1 (0.44%) Docker Swarm
10 1 (0.44%) FTK
10 1 (0.44%) Kubernetes
10 1 (0.44%) Nagios
10 1 (0.44%) yum
Vendors
1 28 (12.44%) Microsoft
2 22 (9.78%) Google
3 16 (7.11%) Apple
4 9 (4.00%) Perforce
5 8 (3.56%) Arqiva
5 8 (3.56%) BT
5 8 (3.56%) CA
6 7 (3.11%) VMware
7 6 (2.67%) Oracle
8 5 (2.22%) Citrix
8 5 (2.22%) SAP
9 4 (1.78%) Broadcom
9 4 (1.78%) DevExpress
9 4 (1.78%) Dynatrace
9 4 (1.78%) Riverbed
9 4 (1.78%) Splunk
9 4 (1.78%) Telerik
10 3 (1.33%) Databricks
10 3 (1.33%) IBM
11 2 (0.89%) Red Hat