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

Memory Management
UK > England
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 927 989 979
Rank change year-on-year +62 -10 -16
Permanent jobs citing Memory Management 214 162 269
As % of all permanent IT jobs advertised in England 0.13% 0.10% 0.14%
As % of the Processes & Methodologies category 0.15% 0.11% 0.16%
Number of salaries quoted 150 126 191
England median annual salary £55,000 £65,000 £60,000
Median salary % change year-on-year -15.38% +8.33% +9.09%
10th Percentile £42,375 £38,750 £36,250
90th Percentile £85,125 £100,000 £87,500
UK median annual salary £55,000 £65,000 £55,000
% change year-on-year -15.38% +18.18% -

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 146,172 145,440 170,175
As % of all permanent IT jobs advertised in England 90.83% 90.50% 90.03%
Number of salaries quoted 118,504 120,201 143,133
England median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £30,000 £28,250 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 20 May 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 May 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 -8 114 £65,000 -13.33% 19
East of England +26 49 £50,000 - 4
South West +9 18 £42,500 - 4
North of England +10 15 £50,000 -4.76%
Yorkshire +34 12 £50,000 -13.04%
South East -6 10 £50,000 +11.11% 1
Midlands -2 8 £60,000 +50.00% 1
West Midlands +17 5 £60,000 +26.32% 1
North West -8 3 £40,000 -23.81%
East Midlands -10 3 £60,000 +50.00%
Memory Management
UK

For the 6 months to 20 May 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 88 (41.12%) Java
2 80 (37.38%) Finance
3 68 (31.78%) OO
4 67 (31.31%) Agile Software Development
5 66 (30.84%) Algorithms
6 64 (29.91%) Software Engineering
7 59 (27.57%) Degree
8 55 (25.70%) Low Latency
9 54 (25.23%) Data Structures
10 53 (24.77%) C#
11 52 (24.30%) Linux
12 50 (23.36%) Python
13 48 (22.43%) Problem-Solving
14 47 (21.96%) Computer Science
14 47 (21.96%) Banking
14 47 (21.96%) Test Automation
15 46 (21.50%) Git (software)
15 46 (21.50%) C++
16 45 (21.03%) JavaScript
17 44 (20.56%) SQL
18 42 (19.63%) TDD
18 42 (19.63%) Apple iOS
19 41 (19.16%) Multithreading
20 40 (18.69%) Continuous Integration
21 39 (18.22%) iOS Development
22 38 (17.76%) Financial Institution
23 36 (16.82%) REST
23 36 (16.82%) Analytics
24 34 (15.89%) NoSQL
24 34 (15.89%) Amazon AWS

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 17 (7.94%) Elasticsearch
2 15 (7.01%) Apache Spark
3 13 (6.07%) Apache
4 10 (4.67%) Drupal
5 6 (2.80%) nginx
6 5 (2.34%) GemFire
6 5 (2.34%) Oracle SOA Suite
7 4 (1.87%) IIS
7 4 (1.87%) Tomcat
8 1 (0.47%) JBoss
Applications
1 2 (0.93%) Adobe Illustrator
1 2 (0.93%) Blender
1 2 (0.93%) Photoshop
Business Applications
1 3 (1.40%) Sentinel
Cloud Services
1 34 (15.89%) Amazon AWS
2 18 (8.41%) AWS Lambda
2 18 (8.41%) Serverless
3 14 (6.54%) GitHub
4 10 (4.67%) Amazon S3
4 10 (4.67%) Amazon SQS
4 10 (4.67%) AWS Elastic Beanstalk
4 10 (4.67%) CloudFront
5 6 (2.80%) Microsoft Azure
6 5 (2.34%) PaaS
6 5 (2.34%) TestFlight
7 4 (1.87%) Google Play
Communications & Networking
1 30 (14.02%) TCP/IP
2 6 (2.80%) DHCP
2 6 (2.80%) DNS
2 6 (2.80%) SAN
3 5 (2.34%) iBeacon
3 5 (2.34%) Wireshark
4 4 (1.87%) Internet
5 3 (1.40%) MQTT
6 2 (0.93%) Network Security
7 1 (0.47%) HTTP
7 1 (0.47%) iSCSI
7 1 (0.47%) NAS
7 1 (0.47%) NetScaler
7 1 (0.47%) SMTP
7 1 (0.47%) SSL
Database & Business Intelligence
1 34 (15.89%) NoSQL
2 30 (14.02%) Big Data
3 25 (11.68%) MongoDB
4 22 (10.28%) Relational Database
5 16 (7.48%) MySQL
6 12 (5.61%) SQL Server
7 10 (4.67%) Amazon DynamoDB
7 10 (4.67%) Amazon RDS
7 10 (4.67%) MarkLogic
8 7 (3.27%) SQLite
9 5 (2.34%) Hadoop
9 5 (2.34%) MemSQL
10 4 (1.87%) Amazon Athena
10 4 (1.87%) Amazon QuickSight
10 4 (1.87%) Text Mining
11 1 (0.47%) Apache Cassandra
11 1 (0.47%) Oracle Database
11 1 (0.47%) PostgreSQL
11 1 (0.47%) SQL Server Integration Services
11 1 (0.47%) SQL Server Reporting Services
Development Applications
1 46 (21.50%) Git (software)
2 20 (9.35%) Subversion
3 14 (6.54%) Appium
3 14 (6.54%) Calabash
4 13 (6.07%) JUnit
5 12 (5.61%) CocoaPods
5 12 (5.61%) Jenkins
5 12 (5.61%) Mockito
6 11 (5.14%) Jasmine
6 11 (5.14%) Karma Test Runner
6 11 (5.14%) Robolectric
7 10 (4.67%) Cucumber
7 10 (4.67%) PHPUnit
7 10 (4.67%) Protractor
7 10 (4.67%) Selenium
7 10 (4.67%) Team Foundation Server
8 7 (3.27%) Xcode
9 6 (2.80%) Gradle
10 4 (1.87%) TeamCity
11 3 (1.40%) Genymotion
General
1 80 (37.38%) Finance
2 47 (21.96%) Banking
3 38 (17.76%) Financial Institution
4 30 (14.02%) Investment Banking
5 26 (12.15%) Front Office
6 13 (6.07%) Games
7 10 (4.67%) Publishing
8 8 (3.74%) Telecoms
9 6 (2.80%) Electronics
9 6 (2.80%) Marketing
9 6 (2.80%) Retail
10 4 (1.87%) Manufacturing
11 1 (0.47%) Advertising
Job Titles
1 120 (56.07%) Developer
2 38 (17.76%) iOS Developer
3 29 (13.55%) Software Engineer
4 26 (12.15%) Java Developer
5 24 (11.21%) Senior Developer
6 14 (6.54%) Android Developer
6 14 (6.54%) Software Developer
7 13 (6.07%) Applications Developer
8 12 (5.61%) C++ Developer
8 12 (5.61%) Forensic Investigator
9 10 (4.67%) Senior Web Developer
9 10 (4.67%) Web Developer
10 9 (4.21%) Angular Developer
10 9 (4.21%) JavaScript Developer
10 9 (4.21%) Senior JavaScript Developer
11 8 (3.74%) C# Developer
11 8 (3.74%) Security Engineer
12 7 (3.27%) Architect
12 7 (3.27%) Lead Developer
12 7 (3.27%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 36 (16.82%) REST
2 31 (14.49%) AngularJS
2 31 (14.49%) XML
3 23 (10.75%) JSON
4 20 (9.35%) HTML
5 19 (8.88%) Spring
6 17 (7.94%) .NET
6 17 (7.94%) React
6 17 (7.94%) Web Services
7 16 (7.48%) RESTful
8 15 (7.01%) CSS
8 15 (7.01%) HTML5
9 13 (6.07%) Java EE
9 13 (6.07%) JMS
9 13 (6.07%) Kafka
10 12 (5.61%) Django
11 11 (5.14%) J2EE
11 11 (5.14%) Sass
12 10 (4.67%) XSLT
13 9 (4.21%) SOAP
Miscellaneous
1 66 (30.84%) Algorithms
2 54 (25.23%) Data Structures
3 47 (21.96%) Computer Science
4 25 (11.68%) User Experience
5 23 (10.75%) Analytical Skills
6 20 (9.35%) Equities
7 19 (8.88%) Cyberthreat
8 18 (8.41%) Mobile App
9 14 (6.54%) Fintech
10 12 (5.61%) Fixed Income
11 9 (4.21%) Data Centre
12 8 (3.74%) Foreign Exchange (FX)
13 6 (2.80%) iPad
13 6 (2.80%) iPhone
13 6 (2.80%) N-Tier
13 6 (2.80%) Security Operations Centre
14 5 (2.34%) Derivative
14 5 (2.34%) Greenfield Project
14 5 (2.34%) Public Cloud
15 4 (1.87%) Blog
Operating Systems
1 52 (24.30%) Linux
2 42 (19.63%) Apple iOS
3 28 (13.08%) Android
4 24 (11.21%) Unix
5 20 (9.35%) Windows
6 5 (2.34%) Windows Server
7 1 (0.47%) SUSE Linux Enterprise Server
Processes & Methodologies
1 68 (31.78%) OO
2 67 (31.31%) Agile Software Development
3 64 (29.91%) Software Engineering
4 55 (25.70%) Low Latency
5 48 (22.43%) Problem-Solving
6 47 (21.96%) Test Automation
7 42 (19.63%) TDD
8 41 (19.16%) Multithreading
9 40 (18.69%) Continuous Integration
10 39 (18.22%) iOS Development
11 36 (16.82%) Analytics
12 31 (14.49%) Web Development
13 30 (14.02%) Investment Management
13 30 (14.02%) Unit Testing
14 29 (13.55%) MVC
14 29 (13.55%) Open Source
15 28 (13.08%) OOP
16 26 (12.15%) Mathematics
17 22 (10.28%) Innovative Thinking
17 22 (10.28%) Workflow
Programming Languages
1 88 (41.12%) Java
2 53 (24.77%) C#
3 50 (23.36%) Python
4 46 (21.50%) C++
5 45 (21.03%) JavaScript
6 44 (20.56%) SQL
7 29 (13.55%) Apple Swift
8 25 (11.68%) C
9 18 (8.41%) PHP
10 15 (7.01%) Objective-C
11 10 (4.67%) Kotlin
11 10 (4.67%) TypeScript
12 7 (3.27%) Assembly Language
12 7 (3.27%) Scala
13 6 (2.80%) PowerShell
14 5 (2.34%) HLSL
15 4 (1.87%) Bash Shell
15 4 (1.87%) Java 8
15 4 (1.87%) R
15 4 (1.87%) VB.NET
Qualifications
1 59 (27.57%) Degree
2 32 (14.95%) Computer Science Degree
3 20 (9.35%) Master's Degree
4 19 (8.88%) GCFA
4 19 (8.88%) GCFE
5 18 (8.41%) CREST Certified
5 18 (8.41%) GIAC
6 7 (3.27%) GREM
7 5 (2.34%) DV Cleared
7 5 (2.34%) MCP
7 5 (2.34%) MCSE
7 5 (2.34%) Microsoft Certification
7 5 (2.34%) PhD
7 5 (2.34%) SC Cleared
7 5 (2.34%) Security Cleared
8 4 (1.87%) MBA
9 1 (0.47%) RHCE
Quality Assurance & Compliance
1 7 (3.27%) QA
2 4 (1.87%) SLA
System Software
1 7 (3.27%) Docker
2 5 (2.34%) Active Directory
3 3 (1.40%) Apache ZooKeeper
3 3 (1.40%) VMware Infrastructure
4 2 (0.93%) Apache Flume
4 2 (0.93%) KVM
4 2 (0.93%) Varnish
4 2 (0.93%) Xen
5 1 (0.47%) NDS
5 1 (0.47%) NFS
Systems Management
1 19 (8.88%) EnCase
2 15 (7.01%) HockeyApp
3 8 (3.74%) Ansible
3 8 (3.74%) Puppet
3 8 (3.74%) Single Sign-On
4 7 (3.27%) Opscode Chef
5 3 (1.40%) Ambari
5 3 (1.40%) logstash
6 2 (0.93%) Hadoop YARN
6 2 (0.93%) Mesos
6 2 (0.93%) SELinux
6 2 (0.93%) Terraform
7 1 (0.47%) FTK
7 1 (0.47%) Nagios
Vendors
1 26 (12.15%) Google
2 16 (7.48%) Microsoft
3 9 (4.21%) Perforce
4 7 (3.27%) Apple
4 7 (3.27%) VMware
5 6 (2.80%) Oracle
6 5 (2.34%) Citrix
6 5 (2.34%) SAP
7 4 (1.87%) Databricks
7 4 (1.87%) Dynatrace
7 4 (1.87%) IBM
7 4 (1.87%) Riverbed
7 4 (1.87%) Splunk
8 3 (1.40%) Atlassian
8 3 (1.40%) Fidessa
9 2 (0.93%) Red Hat
9 2 (0.93%) Xamarin
10 1 (0.47%) EMC
10 1 (0.47%) NetApp
10 1 (0.47%) Novell