Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK > England
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 1011 968 1041
Rank change year-on-year -43 +73 +66
Permanent jobs citing Memory Management 110 203 160
As % of all permanent IT jobs advertised in England 0.074% 0.12% 0.092%
As % of the Processes & Methodologies category 0.081% 0.13% 0.10%
Number of salaries quoted 64 150 126
England median annual salary £65,000 £55,000 £50,000
Median salary % change year-on-year +18.18% +10.00% -20.00%
10th Percentile £48,250 £42,500 £37,000
90th Percentile £82,125 £86,625 £93,750
UK median annual salary £65,000 £55,000 £50,000
% change year-on-year +18.18% +10.00% -20.00%

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 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 135,998 154,654 159,253
As % of all permanent IT jobs advertised in England 91.63% 91.90% 91.26%
Number of salaries quoted 108,808 123,799 133,287
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

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 11 December 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 11 December 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 +32 71 £65,000 -7.14% 19
South East +34 25 £70,000 +64.71% 10
East of England -5 8 £62,500 +19.05% 3
North of England +33 5 £50,000 -16.67%
Yorkshire +37 4 - -
North West +10 1 £50,000 -16.67%
South West -14 1 £46,000 -16.36% 5
Memory Management
UK

For the 6 months to 11 December 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 57 (51.82%) Java
2 42 (38.18%) Agile Software Development
3 39 (35.45%) Android
4 38 (34.55%) OO
5 37 (33.64%) C++
5 37 (33.64%) Multithreading
6 34 (30.91%) Mobile App
7 33 (30.00%) Computer Science
7 33 (30.00%) TDD
8 32 (29.09%) Software Engineering
8 32 (29.09%) Android Development
9 30 (27.27%) Analytics
10 29 (26.36%) Google
10 29 (26.36%) Degree
11 26 (23.64%) Mobile Development
12 24 (21.82%) Kotlin
12 24 (21.82%) Finance
12 24 (21.82%) Python
13 23 (20.91%) Apple
13 23 (20.91%) Apple iOS
13 23 (20.91%) Apple Swift
14 22 (20.00%) Algorithms
14 22 (20.00%) iOS Development
14 22 (20.00%) QA
14 22 (20.00%) Publishing
15 21 (19.09%) Fintech
16 20 (18.18%) API Development
16 20 (18.18%) User Experience
16 20 (18.18%) Linux
16 20 (18.18%) Git (software)

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 16 (14.55%) Apache Spark
2 5 (4.55%) Apache
2 5 (4.55%) Elasticsearch
3 2 (1.82%) GemFire
4 1 (0.91%) SAS
Business Applications
1 2 (1.82%) Sentinel
Cloud Services
1 7 (6.36%) Google Play
2 6 (5.45%) Microsoft Azure
3 5 (4.55%) GitHub
3 5 (4.55%) TestFlight
4 4 (3.64%) Amazon AWS
4 4 (3.64%) iTunes
5 3 (2.73%) PaaS
6 1 (0.91%) Google Cloud Platform
6 1 (0.91%) IaaS
Communications & Networking
1 10 (9.09%) HTTP
1 10 (9.09%) TCP/IP
2 5 (4.55%) DNS
3 4 (3.64%) Internet
4 2 (1.82%) DSL
5 1 (0.91%) DHCP
5 1 (0.91%) SAN
5 1 (0.91%) Wireshark
Database & Business Intelligence
1 20 (18.18%) Big Data
2 15 (13.64%) Hadoop
3 10 (9.09%) MongoDB
3 10 (9.09%) NoSQL
4 7 (6.36%) Apache Cassandra
5 6 (5.45%) Relational Database
6 5 (4.55%) Apache Hive
6 5 (4.55%) Impala
7 4 (3.64%) HBase
8 3 (2.73%) Flink
8 3 (2.73%) RDBMS
9 2 (1.82%) Data Lake
9 2 (1.82%) Data Mining
9 2 (1.82%) Data Warehouse
9 2 (1.82%) Hazelcast
9 2 (1.82%) MemSQL
9 2 (1.82%) Parquet
9 2 (1.82%) SQL Server
10 1 (0.91%) Power BI
Development Applications
1 20 (18.18%) Git (software)
2 16 (14.55%) Gradle
3 10 (9.09%) Android Studio
3 10 (9.09%) Genymotion
3 10 (9.09%) JUnit
4 8 (7.27%) Robolectric
5 7 (6.36%) Appium
5 7 (6.36%) Eclipse
5 7 (6.36%) IntelliJ
5 7 (6.36%) Maven
5 7 (6.36%) TeamCity
6 5 (4.55%) CMake
6 5 (4.55%) CocoaPods
6 5 (4.55%) Crashlytics
6 5 (4.55%) fastlane
7 4 (3.64%) Robotium
7 4 (3.64%) UI Automator
8 3 (2.73%) Calabash
9 2 (1.82%) Jenkins
9 2 (1.82%) Karma Test Runner
General
1 24 (21.82%) Finance
2 22 (20.00%) Publishing
3 18 (16.36%) Banking
4 12 (10.91%) Financial Institution
4 12 (10.91%) Investment Banking
5 7 (6.36%) Electronics
5 7 (6.36%) Front Office
6 5 (4.55%) Automotive
6 5 (4.55%) German Language
7 3 (2.73%) Retail
8 2 (1.82%) Manufacturing
9 1 (0.91%) Games
Job Titles
1 62 (56.36%) Developer
2 19 (17.27%) Software Engineer
3 18 (16.36%) C++ Developer
4 17 (15.45%) Software Developer
5 16 (14.55%) C++ Software Developer
5 16 (14.55%) Front End Developer (Client-Side Developer)
5 16 (14.55%) React Developer
6 11 (10.00%) Android Developer
7 7 (6.36%) Incident Engineer
7 7 (6.36%) Security Engineer
8 6 (5.45%) Android Engineer
8 6 (5.45%) iOS Developer
8 6 (5.45%) Java Developer
9 4 (3.64%) Android Software Engineer
9 4 (3.64%) Infrastructure Engineer
9 4 (3.64%) Senior Software Engineer
10 2 (1.82%) Junior Developer
10 2 (1.82%) Lead Software Engineer
10 2 (1.82%) Senior Data Architect
10 2 (1.82%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 17 (15.45%) STL
2 16 (14.55%) ATL
2 16 (14.55%) MFC
2 16 (14.55%) React Native
2 16 (14.55%) Redux
2 16 (14.55%) XML
3 15 (13.64%) REST
4 14 (12.73%) AngularJS
5 13 (11.82%) Kafka
5 13 (11.82%) SOAP
6 11 (10.00%) Web Services
7 10 (9.09%) .NET
7 10 (9.09%) JSON
7 10 (9.09%) React
7 10 (9.09%) Velocity
8 8 (7.27%) .NET Framework
9 7 (6.36%) HTML
9 7 (6.36%) HTML5
9 7 (6.36%) Node.js
9 7 (6.36%) RESTful
Miscellaneous
1 34 (30.91%) Mobile App
2 22 (20.00%) Algorithms
3 21 (19.09%) Fintech
4 20 (18.18%) User Experience
5 16 (14.55%) Data Structures
6 10 (9.09%) Self-Motivation
7 9 (8.18%) Analytical Skills
8 8 (7.27%) Cyberthreat
9 7 (6.36%) Security Operations Centre
10 4 (3.64%) Equities
10 4 (3.64%) Hedge funds
11 2 (1.82%) Credit Risk
11 2 (1.82%) Fixed Income
11 2 (1.82%) Life Science
11 2 (1.82%) Mainframe
12 1 (0.91%) Device Driver
12 1 (0.91%) Embedded Systems
12 1 (0.91%) Enterprise Software
12 1 (0.91%) Greenfield Project
12 1 (0.91%) Public Cloud
Operating Systems
1 39 (35.45%) Android
2 23 (20.91%) Apple iOS
3 20 (18.18%) Linux
4 17 (15.45%) Unix
5 11 (10.00%) Windows
6 5 (4.55%) Embedded Linux
7 1 (0.91%) Mac OS X
7 1 (0.91%) Windows Server
Processes & Methodologies
1 42 (38.18%) Agile Software Development
2 38 (34.55%) OO
3 37 (33.64%) Multithreading
4 33 (30.00%) Computer Science
4 33 (30.00%) TDD
5 32 (29.09%) Android Development
5 32 (29.09%) Software Engineering
6 30 (27.27%) Analytics
7 26 (23.64%) Mobile Development
8 22 (20.00%) iOS Development
9 20 (18.18%) API Development
9 20 (18.18%) Test Automation
10 19 (17.27%) Continuous Integration
11 17 (15.45%) Continuous Delivery
11 17 (15.45%) SOA
12 16 (14.55%) Low Latency
12 16 (14.55%) OOA/OOD
12 16 (14.55%) OOD
12 16 (14.55%) Product Management
12 16 (14.55%) UX Design
Programming Languages
1 57 (51.82%) Java
2 37 (33.64%) C++
3 24 (21.82%) Kotlin
3 24 (21.82%) Python
4 23 (20.91%) Apple Swift
5 18 (16.36%) TypeScript
6 17 (15.45%) Objective-C
7 13 (11.82%) C
8 10 (9.09%) C#
9 9 (8.18%) JavaScript
10 7 (6.36%) SQL
11 6 (5.45%) Assembly Language
12 5 (4.55%) Bash Shell
12 5 (4.55%) Perl
12 5 (4.55%) Shell Script
13 4 (3.64%) PHP
13 4 (3.64%) Scala
14 3 (2.73%) Java 8
15 1 (0.91%) PowerShell
15 1 (0.91%) R
Qualifications
1 29 (26.36%) Degree
2 17 (15.45%) Computer Science Degree
3 8 (7.27%) Master's Degree
4 7 (6.36%) CREST Certified
4 7 (6.36%) GCFA
4 7 (6.36%) GCFE
4 7 (6.36%) GIAC
4 7 (6.36%) GREM
5 5 (4.55%) PhD
6 2 (1.82%) DV Cleared
6 2 (1.82%) ISTQB
6 2 (1.82%) SC Cleared
6 2 (1.82%) Security Cleared
7 1 (0.91%) MCP
7 1 (0.91%) MCSE
7 1 (0.91%) Microsoft Certification
Quality Assurance & Compliance
1 22 (20.00%) QA
2 5 (4.55%) JTAG
3 2 (1.82%) SLA
System Software
1 4 (3.64%) Apache Flume
1 4 (3.64%) Apache ZooKeeper
2 3 (2.73%) Docker
3 2 (1.82%) HDFS
4 1 (0.91%) Active Directory
Systems Management
1 7 (6.36%) EnCase
2 3 (2.73%) HockeyApp
3 2 (1.82%) Ansible
3 2 (1.82%) Opscode Chef
3 2 (1.82%) Puppet
4 1 (0.91%) Grafana
4 1 (0.91%) Graylog
4 1 (0.91%) Kibana
4 1 (0.91%) Kubernetes
4 1 (0.91%) Prometheus
Vendors
1 29 (26.36%) Google
2 23 (20.91%) Apple
3 10 (9.09%) Microsoft
4 8 (7.27%) Atlassian
5 5 (4.55%) Cloudera
6 4 (3.64%) Facebook
7 3 (2.73%) Hortonworks
8 2 (1.82%) Cognizant
8 2 (1.82%) Fidessa
8 2 (1.82%) MapR
8 2 (1.82%) Red Hat
8 2 (1.82%) Salesforce.com
8 2 (1.82%) SAP
9 1 (0.91%) Oracle
9 1 (0.91%) PagerDuty
9 1 (0.91%) Solace
9 1 (0.91%) Splunk
9 1 (0.91%) TIBCO