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

Memory Management
UK
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 935 1047 1018
Rank change year-on-year +112 -29 +29
Permanent jobs citing Memory Management 232 157 266
As % of all permanent IT jobs advertised in the UK 0.13% 0.088% 0.13%
As % of the Processes & Methodologies category 0.15% 0.097% 0.15%
Number of salaries quoted 144 127 187
UK median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% +7.32%
10th Percentile £42,500 £37,500 £37,500
90th Percentile £82,500 £100,000 £93,750
UK excluding London median annual salary £50,000 £52,500 £47,000
% change year-on-year -4.76% +11.70% +22.08%

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 157,196 162,159 182,210
As % of all permanent IT jobs advertised in the UK 90.64% 90.75% 90.02%
Number of salaries quoted 125,542 130,269 151,690
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% -
10th Percentile £29,000 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +1.19%

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 July 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 July 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 +104 223 £60,000 -7.69% 25
London +53 139 £69,000 -10.97% 15
UK excluding London +38 93 £50,000 -4.76% 15
East of England +26 33 £52,500 -10.64% 2
South West +13 21 £46,000 -16.36% 4
South East +12 13 £60,000 +84.62% 3
North of England +9 11 £45,000 -14.29% 1
Scotland -8 9 £48,000 -6.34% 3
Yorkshire +29 7 £60,000 +4.35%
Midlands +6 6 £60,000 +71.43%
West Midlands +36 5 £60,000 +26.32%
North West -4 4 £40,000 -21.95% 1
East Midlands -9 1 £50,000 +42.86%

For the 6 months to 22 July 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.

1 102 (43.97%) Java
2 99 (42.67%) Finance
3 95 (40.95%) Degree
4 78 (33.62%) Computer Science
5 76 (32.76%) Software Engineering
6 75 (32.33%) Agile Software Development
7 71 (30.60%) Python
8 70 (30.17%) Problem-Solving
9 68 (29.31%) Linux
10 67 (28.88%) Low Latency
10 67 (28.88%) Algorithms
11 64 (27.59%) Banking
12 62 (26.72%) C++
13 60 (25.86%) OO
13 60 (25.86%) Data Structures
14 59 (25.43%) Financial Institution
15 56 (24.14%) Computer Science Degree
16 53 (22.84%) JavaScript
17 51 (21.98%) C#
18 50 (21.55%) Analytics
19 49 (21.12%) Test Automation
19 49 (21.12%) Multithreading
20 48 (20.69%) Investment Management
20 48 (20.69%) Continuous Integration
20 48 (20.69%) Investment Banking
21 47 (20.26%) Git (software)
21 47 (20.26%) AngularJS
22 43 (18.53%) TDD
23 41 (17.67%) NoSQL
23 41 (17.67%) Android

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 26 (11.21%) Elasticsearch
2 17 (7.33%) Apache Spark
3 12 (5.17%) Apache
4 10 (4.31%) Drupal
5 8 (3.45%) GemFire
6 6 (2.59%) nginx
7 4 (1.72%) IIS
7 4 (1.72%) Oracle SOA Suite
7 4 (1.72%) Tomcat
8 1 (0.43%) Apache Qpid
8 1 (0.43%) JBoss
Applications
1 2 (0.86%) Adobe Illustrator
1 2 (0.86%) Blender
1 2 (0.86%) Photoshop
Business Applications
1 6 (2.59%) Sentinel
Cloud Services
1 26 (11.21%) Amazon AWS
2 13 (5.60%) AWS Lambda
2 13 (5.60%) Serverless
3 12 (5.17%) GitHub
4 11 (4.74%) Google Play
5 10 (4.31%) Amazon S3
5 10 (4.31%) Amazon SQS
5 10 (4.31%) AWS Elastic Beanstalk
5 10 (4.31%) CloudFront
6 8 (3.45%) PaaS
7 6 (2.59%) Microsoft Azure
8 2 (0.86%) TestFlight
9 1 (0.43%) Cloud Computing
Communications & Networking
1 32 (13.79%) TCP/IP
2 8 (3.45%) Wireshark
3 5 (2.16%) DHCP
3 5 (2.16%) DNS
3 5 (2.16%) SAN
4 3 (1.29%) MQTT
5 2 (0.86%) DSL
5 2 (0.86%) HTTP
5 2 (0.86%) Internet
5 2 (0.86%) Network Security
6 1 (0.43%) iBeacon
6 1 (0.43%) iSCSI
6 1 (0.43%) NAS
6 1 (0.43%) NetScaler
6 1 (0.43%) SMTP
6 1 (0.43%) SSL
Database & Business Intelligence
1 41 (17.67%) NoSQL
2 39 (16.81%) Big Data
3 36 (15.52%) MongoDB
4 23 (9.91%) Relational Database
5 15 (6.47%) SQL Server
6 10 (4.31%) Amazon DynamoDB
6 10 (4.31%) Amazon RDS
7 8 (3.45%) MemSQL
8 7 (3.02%) MySQL
9 4 (1.72%) Amazon Athena
9 4 (1.72%) Amazon QuickSight
9 4 (1.72%) SQLite
9 4 (1.72%) Text Mining
10 3 (1.29%) Apache Cassandra
10 3 (1.29%) Hadoop
11 2 (0.86%) Hazelcast
11 2 (0.86%) Impala
11 2 (0.86%) MarkLogic
12 1 (0.43%) Blockchain
12 1 (0.43%) Oracle Database
Development Applications
1 47 (20.26%) Git (software)
2 20 (8.62%) Appium
2 20 (8.62%) Robolectric
3 15 (6.47%) Calabash
4 14 (6.03%) Gradle
5 12 (5.17%) Jasmine
5 12 (5.17%) Karma Test Runner
5 12 (5.17%) Selenium
6 11 (4.74%) Jenkins
7 10 (4.31%) Android Studio
7 10 (4.31%) Genymotion
7 10 (4.31%) PHPUnit
7 10 (4.31%) Protractor
8 9 (3.88%) CocoaPods
9 8 (3.45%) JUnit
10 7 (3.02%) Subversion
11 6 (2.59%) TeamCity
12 5 (2.16%) Maven
12 5 (2.16%) Robotium
12 5 (2.16%) UI Automator
General
1 99 (42.67%) Finance
2 64 (27.59%) Banking
3 59 (25.43%) Financial Institution
4 48 (20.69%) Investment Banking
5 28 (12.07%) Front Office
6 10 (4.31%) Games
6 10 (4.31%) Publishing
7 8 (3.45%) Electronics
8 7 (3.02%) Retail
9 6 (2.59%) Telecoms
10 4 (1.72%) Advertising
10 4 (1.72%) Aerospace
10 4 (1.72%) Automotive
11 3 (1.29%) Marketing
12 1 (0.43%) Manufacturing
Job Titles
1 115 (49.57%) Developer
2 49 (21.12%) Software Engineer
3 26 (11.21%) Senior Developer
4 22 (9.48%) C++ Developer
4 22 (9.48%) iOS Developer
4 22 (9.48%) Java Developer
5 18 (7.76%) Android Developer
6 15 (6.47%) Security Engineer
7 13 (5.60%) Incident Engineer
8 12 (5.17%) Software Developer
9 11 (4.74%) Angular Developer
10 10 (4.31%) Android Engineer
11 9 (3.88%) JavaScript Developer
11 9 (3.88%) Senior JavaScript Developer
11 9 (3.88%) Senior Software Engineer
11 9 (3.88%) Senior Web Developer
11 9 (3.88%) Web Developer
12 7 (3.02%) Android Software Engineer
13 6 (2.59%) Front End Developer (Client-Side Developer)
13 6 (2.59%) Platform Engineer
Libraries, Frameworks & Software Standards
1 47 (20.26%) AngularJS
2 28 (12.07%) React
3 27 (11.64%) REST
3 27 (11.64%) XML
4 25 (10.78%) HTML
5 20 (8.62%) HTML5
6 19 (8.19%) Kafka
7 18 (7.76%) JSON
8 17 (7.33%) .NET
9 15 (6.47%) SOAP
10 14 (6.03%) CSS
10 14 (6.03%) Node.js
10 14 (6.03%) Spring
10 14 (6.03%) Web Services
11 13 (5.60%) RESTful
12 12 (5.17%) Sass
13 10 (4.31%) Hibernate
13 10 (4.31%) Velocity
14 9 (3.88%) Java EE
15 8 (3.45%) Django
Miscellaneous
1 78 (33.62%) Computer Science
2 67 (28.88%) Algorithms
3 60 (25.86%) Data Structures
4 35 (15.09%) Mobile App
5 33 (14.22%) Analytical Skills
6 31 (13.36%) Cyberthreat
7 28 (12.07%) User Experience
8 26 (11.21%) Fintech
9 20 (8.62%) Equities
10 13 (5.60%) Security Operations Centre
11 9 (3.88%) Data Centre
11 9 (3.88%) Fixed Income
12 8 (3.45%) Hedge funds
13 5 (2.16%) Greenfield Project
14 4 (1.72%) Blog
14 4 (1.72%) Public Cloud
15 3 (1.29%) Animation
15 3 (1.29%) Blackberry
15 3 (1.29%) Foreign Exchange (FX)
15 3 (1.29%) Life Science
Operating Systems
1 68 (29.31%) Linux
2 41 (17.67%) Android
3 37 (15.95%) Unix
4 31 (13.36%) Apple iOS
5 29 (12.50%) Windows
6 4 (1.72%) Windows Server
7 1 (0.43%) SUSE Linux Enterprise Server
Processes & Methodologies
1 76 (32.76%) Software Engineering
2 75 (32.33%) Agile Software Development
3 70 (30.17%) Problem-Solving
4 67 (28.88%) Low Latency
5 60 (25.86%) OO
6 50 (21.55%) Analytics
7 49 (21.12%) Multithreading
7 49 (21.12%) Test Automation
8 48 (20.69%) Continuous Integration
8 48 (20.69%) Investment Management
9 43 (18.53%) TDD
10 41 (17.67%) Open Source
11 38 (16.38%) Web Development
12 36 (15.52%) SDLC
13 35 (15.09%) Mathematics
14 32 (13.79%) Innovative Thinking
14 32 (13.79%) Risk Management
14 32 (13.79%) Unit Testing
15 31 (13.36%) Android Development
15 31 (13.36%) Strategic Thinking
Programming Languages
1 102 (43.97%) Java
2 71 (30.60%) Python
3 62 (26.72%) C++
4 53 (22.84%) JavaScript
5 51 (21.98%) C#
6 38 (16.38%) C
6 38 (16.38%) SQL
7 21 (9.05%) Kotlin
7 21 (9.05%) PHP
8 20 (8.62%) Apple Swift
9 18 (7.76%) TypeScript
10 14 (6.03%) Assembly Language
11 13 (5.60%) Java 8
12 12 (5.17%) Objective-C
13 5 (2.16%) Embedded C
13 5 (2.16%) HLSL
13 5 (2.16%) VB.NET
14 4 (1.72%) PowerShell
14 4 (1.72%) R
14 4 (1.72%) Scala
Qualifications
1 95 (40.95%) Degree
2 56 (24.14%) Computer Science Degree
3 30 (12.93%) Master's Degree
4 18 (7.76%) GCFA
4 18 (7.76%) GCFE
5 17 (7.33%) CREST Certified
5 17 (7.33%) GIAC
6 14 (6.03%) GREM
7 8 (3.45%) DV Cleared
7 8 (3.45%) SC Cleared
7 8 (3.45%) Security Cleared
8 4 (1.72%) MBA
8 4 (1.72%) MCP
8 4 (1.72%) MCSE
8 4 (1.72%) Microsoft Certification
8 4 (1.72%) PhD
9 1 (0.43%) RHCE
Quality Assurance & Compliance
1 14 (6.03%) QA
2 8 (3.45%) SLA
3 4 (1.72%) Def Stans
3 4 (1.72%) MISRA
3 4 (1.72%) MISRA C
System Software
1 8 (3.45%) Docker
2 4 (1.72%) Active Directory
3 3 (1.29%) Apache ZooKeeper
3 3 (1.29%) VMware Infrastructure
4 2 (0.86%) KVM
4 2 (0.86%) Varnish
4 2 (0.86%) Xen
5 1 (0.43%) Apache Flume
5 1 (0.43%) NDS
5 1 (0.43%) NFS
Systems Management
1 18 (7.76%) EnCase
2 16 (6.90%) HockeyApp
3 9 (3.88%) Ansible
3 9 (3.88%) Puppet
4 8 (3.45%) Opscode Chef
5 3 (1.29%) Ambari
5 3 (1.29%) logstash
5 3 (1.29%) Single Sign-On
6 2 (0.86%) Grafana
6 2 (0.86%) Graylog
6 2 (0.86%) Kubernetes
6 2 (0.86%) Prometheus
6 2 (0.86%) SELinux
6 2 (0.86%) Terraform
7 1 (0.43%) Control-M
7 1 (0.43%) FTK
7 1 (0.43%) Hadoop YARN
7 1 (0.43%) Mesos
7 1 (0.43%) Nagios
Vendors
1 40 (17.24%) Google
2 22 (9.48%) Microsoft
3 9 (3.88%) Apple
3 9 (3.88%) Atlassian
4 8 (3.45%) IBM
5 7 (3.02%) VMware
6 6 (2.59%) Fidessa
6 6 (2.59%) Oracle
6 6 (2.59%) Splunk
7 5 (2.16%) Citrix
7 5 (2.16%) Facebook
8 4 (1.72%) Databricks
8 4 (1.72%) Dynatrace
8 4 (1.72%) Perforce
8 4 (1.72%) Riverbed
9 2 (0.86%) Cloudera
9 2 (0.86%) PagerDuty
9 2 (0.86%) Red Hat
9 2 (0.86%) SAP
9 2 (0.86%) Xamarin