Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK > England
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 947 1024 994
Rank change year-on-year +77 -30 +43
Permanent jobs citing Memory Management 211 152 242
As % of all permanent IT jobs advertised in England 0.13% 0.091% 0.13%
As % of the Processes & Methodologies category 0.15% 0.100% 0.14%
Number of salaries quoted 130 126 177
England median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% +10.00%
10th Percentile £43,625 £37,500 £37,500
90th Percentile £82,500 £98,750 £93,750
UK median annual salary £60,000 £65,000 £55,000
% change year-on-year -7.69% +18.18% +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 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 144,408 152,231 169,760
As % of all permanent IT jobs advertised in England 91.15% 91.50% 90.82%
Number of salaries quoted 115,883 122,017 143,258
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 15 August 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 15 August 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 +94 141 £69,000 -8.00% 11
East of England +17 22 £50,000 -23.08% 1
South West -22 21 £46,000 -16.36% 3
South East +17 14 £61,250 +88.46% 7
North of England +21 8 £40,000 -23.81% 1
Midlands +16 5 £60,000 +71.43% 1
West Midlands +35 4 £60,000 +23.08% 1
Yorkshire +29 4 £60,000 +4.35%
North West +16 4 £40,000 -23.81% 1
East Midlands +6 1 £50,000 +42.86%
Memory Management
UK

For the 6 months to 15 August 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 95 (45.02%) Java
2 91 (43.13%) Finance
3 87 (41.23%) Degree
4 75 (35.55%) Computer Science
5 72 (34.12%) Agile Software Development
6 66 (31.28%) Problem-Solving
7 65 (30.81%) Software Engineering
8 63 (29.86%) Banking
8 63 (29.86%) Low Latency
9 62 (29.38%) Algorithms
10 60 (28.44%) C++
11 59 (27.96%) OO
11 59 (27.96%) Python
12 57 (27.01%) Financial Institution
12 57 (27.01%) Data Structures
13 56 (26.54%) Computer Science Degree
13 56 (26.54%) Linux
14 52 (24.64%) Analytics
15 49 (23.22%) C#
16 48 (22.75%) Investment Banking
16 48 (22.75%) Continuous Integration
16 48 (22.75%) Investment Management
17 47 (22.27%) Android
17 47 (22.27%) JavaScript
18 45 (21.33%) Multithreading
18 45 (21.33%) Test Automation
19 43 (20.38%) TDD
19 43 (20.38%) AngularJS
20 41 (19.43%) Mobile App
20 41 (19.43%) Google

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 24 (11.37%) Elasticsearch
2 14 (6.64%) Apache Spark
3 10 (4.74%) Apache
3 10 (4.74%) Drupal
4 8 (3.79%) GemFire
5 6 (2.84%) nginx
6 4 (1.90%) IIS
6 4 (1.90%) Oracle SOA Suite
7 2 (0.95%) Tomcat
Business Applications
1 6 (2.84%) Sentinel
Cloud Services
1 20 (9.48%) Amazon AWS
2 12 (5.69%) Google Play
3 11 (5.21%) AWS Lambda
3 11 (5.21%) Serverless
4 10 (4.74%) Amazon S3
4 10 (4.74%) Amazon SQS
4 10 (4.74%) AWS Elastic Beanstalk
4 10 (4.74%) CloudFront
5 9 (4.27%) GitHub
6 8 (3.79%) PaaS
7 4 (1.90%) TestFlight
8 3 (1.42%) Microsoft Azure
9 1 (0.47%) Google Cloud Platform
Communications & Networking
1 28 (13.27%) TCP/IP
2 8 (3.79%) Wireshark
3 3 (1.42%) MQTT
4 2 (0.95%) DSL
4 2 (0.95%) Internet
4 2 (0.95%) Network Security
5 1 (0.47%) DHCP
5 1 (0.47%) DNS
5 1 (0.47%) HTTP
5 1 (0.47%) SAN
Database & Business Intelligence
1 40 (18.96%) NoSQL
2 37 (17.54%) Big Data
3 36 (17.06%) MongoDB
4 19 (9.00%) Relational Database
5 14 (6.64%) SQL Server
6 10 (4.74%) Amazon DynamoDB
6 10 (4.74%) Amazon RDS
7 8 (3.79%) MemSQL
8 6 (2.84%) MySQL
9 3 (1.42%) Amazon Athena
9 3 (1.42%) Amazon QuickSight
9 3 (1.42%) Hadoop
10 2 (0.95%) Apache Cassandra
10 2 (0.95%) Hazelcast
10 2 (0.95%) Impala
10 2 (0.95%) MarkLogic
11 1 (0.47%) Blockchain
11 1 (0.47%) RDBMS
11 1 (0.47%) SQLite
11 1 (0.47%) Text Mining
Development Applications
1 37 (17.54%) Git (software)
2 20 (9.48%) Appium
2 20 (9.48%) Robolectric
3 15 (7.11%) Calabash
4 12 (5.69%) Gradle
4 12 (5.69%) Jasmine
4 12 (5.69%) Karma Test Runner
4 12 (5.69%) Selenium
5 11 (5.21%) Android Studio
5 11 (5.21%) Genymotion
6 10 (4.74%) PHPUnit
6 10 (4.74%) Protractor
7 7 (3.32%) CocoaPods
7 7 (3.32%) fastlane
8 6 (2.84%) Jenkins
9 5 (2.37%) JUnit
9 5 (2.37%) Robotium
9 5 (2.37%) UI Automator
10 4 (1.90%) Crashlytics
10 4 (1.90%) Subversion
General
1 91 (43.13%) Finance
2 63 (29.86%) Banking
3 57 (27.01%) Financial Institution
4 48 (22.75%) Investment Banking
5 28 (13.27%) Front Office
6 14 (6.64%) Publishing
7 9 (4.27%) Electronics
8 7 (3.32%) Retail
9 6 (2.84%) Games
9 6 (2.84%) Telecoms
10 4 (1.90%) Advertising
10 4 (1.90%) Aerospace
10 4 (1.90%) Automotive
11 3 (1.42%) Marketing
12 1 (0.47%) Manufacturing
Job Titles
1 104 (49.29%) Developer
2 46 (21.80%) Software Engineer
3 24 (11.37%) C++ Developer
4 21 (9.95%) Senior Developer
5 19 (9.00%) Android Developer
6 18 (8.53%) iOS Developer
7 14 (6.64%) Java Developer
7 14 (6.64%) Security Engineer
8 13 (6.16%) Incident Engineer
9 12 (5.69%) Software Developer
10 11 (5.21%) Android Engineer
10 11 (5.21%) Angular Developer
11 9 (4.27%) Front End Developer (Client-Side Developer)
11 9 (4.27%) JavaScript Developer
11 9 (4.27%) React Developer
11 9 (4.27%) Senior JavaScript Developer
11 9 (4.27%) Senior Software Engineer
11 9 (4.27%) Senior Web Developer
11 9 (4.27%) Web Developer
12 7 (3.32%) Junior Developer
Libraries, Frameworks & Software Standards
1 43 (20.38%) AngularJS
2 28 (13.27%) REST
3 26 (12.32%) XML
4 25 (11.85%) HTML
4 25 (11.85%) React
5 20 (9.48%) HTML5
6 19 (9.00%) .NET
7 17 (8.06%) Kafka
7 17 (8.06%) SOAP
8 14 (6.64%) CSS
8 14 (6.64%) Node.js
8 14 (6.64%) Web Services
9 13 (6.16%) JSON
10 12 (5.69%) Sass
11 11 (5.21%) Velocity
12 9 (4.27%) React Native
12 9 (4.27%) Redux
12 9 (4.27%) Spring
13 8 (3.79%) RESTful
13 8 (3.79%) Spark Streaming
Miscellaneous
1 75 (35.55%) Computer Science
2 62 (29.38%) Algorithms
3 57 (27.01%) Data Structures
4 41 (19.43%) Mobile App
5 32 (15.17%) Analytical Skills
6 31 (14.69%) Cyberthreat
7 29 (13.74%) User Experience
8 28 (13.27%) Fintech
9 19 (9.00%) Equities
10 13 (6.16%) Security Operations Centre
11 8 (3.79%) Fixed Income
11 8 (3.79%) Hedge funds
12 6 (2.84%) Data Centre
13 4 (1.90%) Greenfield Project
14 3 (1.42%) Blackberry
14 3 (1.42%) Embedded Systems
15 2 (0.95%) Derivative
15 2 (0.95%) Field-Programmable Gate Array
15 2 (0.95%) Foreign Exchange (FX)
15 2 (0.95%) VHDL
Operating Systems
1 56 (26.54%) Linux
2 47 (22.27%) Android
3 36 (17.06%) Unix
4 28 (13.27%) Apple iOS
5 26 (12.32%) Windows
6 1 (0.47%) Windows Server
Processes & Methodologies
1 72 (34.12%) Agile Software Development
2 66 (31.28%) Problem-Solving
3 65 (30.81%) Software Engineering
4 63 (29.86%) Low Latency
5 59 (27.96%) OO
6 52 (24.64%) Analytics
7 48 (22.75%) Continuous Integration
7 48 (22.75%) Investment Management
8 45 (21.33%) Multithreading
8 45 (21.33%) Test Automation
9 43 (20.38%) TDD
10 40 (18.96%) Open Source
11 38 (18.01%) Web Development
12 36 (17.06%) Android Development
13 33 (15.64%) SDLC
14 32 (15.17%) Mathematics
14 32 (15.17%) Risk Management
15 31 (14.69%) Innovative Thinking
15 31 (14.69%) Strategic Thinking
16 30 (14.22%) Unit Testing
Programming Languages
1 95 (45.02%) Java
2 60 (28.44%) C++
3 59 (27.96%) Python
4 49 (23.22%) C#
5 47 (22.27%) JavaScript
6 39 (18.48%) C
7 32 (15.17%) SQL
8 24 (11.37%) Kotlin
9 21 (9.95%) Apple Swift
9 21 (9.95%) PHP
9 21 (9.95%) TypeScript
10 14 (6.64%) Assembly Language
11 12 (5.69%) Objective-C
12 9 (4.27%) Java 8
13 5 (2.37%) VB.NET
14 4 (1.90%) Ada
14 4 (1.90%) Embedded C
15 3 (1.42%) R
15 3 (1.42%) Scala
16 2 (0.95%) MATLAB
Qualifications
1 87 (41.23%) Degree
2 56 (26.54%) Computer Science Degree
3 29 (13.74%) Master's Degree
4 18 (8.53%) GCFA
4 18 (8.53%) GCFE
5 17 (8.06%) CREST Certified
5 17 (8.06%) GIAC
6 14 (6.64%) GREM
7 8 (3.79%) DV Cleared
7 8 (3.79%) SC Cleared
7 8 (3.79%) Security Cleared
8 4 (1.90%) MBA
9 3 (1.42%) PhD
10 1 (0.47%) MCP
10 1 (0.47%) MCSE
10 1 (0.47%) Microsoft Certification
Quality Assurance & Compliance
1 17 (8.06%) QA
2 9 (4.27%) SLA
3 4 (1.90%) Def Stans
3 4 (1.90%) MISRA
3 4 (1.90%) MISRA C
System Software
1 6 (2.84%) Docker
2 2 (0.95%) Apache ZooKeeper
2 2 (0.95%) KVM
2 2 (0.95%) Varnish
2 2 (0.95%) VMware Infrastructure
2 2 (0.95%) Xen
3 1 (0.47%) Active Directory
3 1 (0.47%) Apache Flume
Systems Management
1 18 (8.53%) EnCase
2 15 (7.11%) HockeyApp
3 5 (2.37%) Ansible
3 5 (2.37%) Opscode Chef
3 5 (2.37%) Puppet
4 2 (0.95%) Ambari
4 2 (0.95%) Grafana
4 2 (0.95%) Graylog
4 2 (0.95%) Kubernetes
4 2 (0.95%) logstash
4 2 (0.95%) Prometheus
4 2 (0.95%) SELinux
4 2 (0.95%) Terraform
5 1 (0.47%) FTK
5 1 (0.47%) Hadoop YARN
5 1 (0.47%) Mesos
5 1 (0.47%) Single Sign-On
Vendors
1 41 (19.43%) Google
2 17 (8.06%) Microsoft
3 12 (5.69%) Apple
4 9 (4.27%) Atlassian
5 7 (3.32%) IBM
6 6 (2.84%) Fidessa
6 6 (2.84%) Splunk
6 6 (2.84%) VMware
7 5 (2.37%) Facebook
7 5 (2.37%) Oracle
8 4 (1.90%) Citrix
8 4 (1.90%) Dynatrace
8 4 (1.90%) Riverbed
9 3 (1.42%) Databricks
10 2 (0.95%) Cloudera
10 2 (0.95%) PagerDuty
10 2 (0.95%) Perforce
10 2 (0.95%) Xamarin
11 1 (0.47%) Red Hat
11 1 (0.47%) Solace