Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Memory Management
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 958 1024 1049
Rank change year-on-year +66 +25 +52
Permanent jobs citing Memory Management 169 134 180
As % of all permanent IT jobs advertised in England 0.11% 0.082% 0.100%
As % of the Processes & Methodologies category 0.12% 0.089% 0.11%
Number of salaries quoted 97 112 142
England median annual salary £65,000 £62,500 £51,500
Median salary % change year-on-year +4.00% +21.36% +3.00%
10th Percentile £44,000 £42,625 £37,050
90th Percentile £82,500 £94,875 £89,500
UK median annual salary £65,000 £62,500 £51,500
% change year-on-year +4.00% +21.36% +3.00%

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 139,592 150,171 164,358
As % of all permanent IT jobs advertised in England 91.08% 91.55% 90.89%
Number of salaries quoted 111,980 119,328 138,229
England median annual salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +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 18 October 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 18 October 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 +93 125 £67,000 -4.29% 13
South East +26 17 £70,000 +40.00% 4
South West -22 13 £46,000 -16.36% 4
East of England +15 12 £50,000 -23.08% 5
North of England +12 2 £40,000 -27.27% 1
North West +3 2 £40,000 -27.27% 1
Memory Management
UK

For the 6 months to 18 October 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 86 (50.89%) Java
2 73 (43.20%) Degree
2 73 (43.20%) Computer Science
3 63 (37.28%) Finance
4 62 (36.69%) Agile Software Development
5 57 (33.73%) C++
5 57 (33.73%) Software Engineering
6 55 (32.54%) OO
6 55 (32.54%) Problem-Solving
7 53 (31.36%) Algorithms
8 52 (30.77%) Python
9 50 (29.59%) Banking
9 50 (29.59%) Data Structures
9 50 (29.59%) Analytics
10 49 (28.99%) Android
11 47 (27.81%) Low Latency
11 47 (27.81%) Computer Science Degree
12 46 (27.22%) Multithreading
13 45 (26.63%) Financial Institution
13 45 (26.63%) Linux
14 43 (25.44%) Investment Management
14 43 (25.44%) Investment Banking
15 42 (24.85%) Mobile App
16 41 (24.26%) Google
17 40 (23.67%) Android Development
18 38 (22.49%) Open Source
18 38 (22.49%) TDD
19 36 (21.30%) C
19 36 (21.30%) Big Data
19 36 (21.30%) Continuous Integration

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 21 (12.43%) Elasticsearch
2 15 (8.88%) Apache Spark
3 6 (3.55%) GemFire
4 4 (2.37%) Apache
5 2 (1.18%) Drupal
Business Applications
1 6 (3.55%) Sentinel
Cloud Services
1 12 (7.10%) Google Play
2 9 (5.33%) GitHub
3 7 (4.14%) Amazon AWS
4 6 (3.55%) PaaS
5 5 (2.96%) Microsoft Azure
5 5 (2.96%) TestFlight
6 2 (1.18%) Amazon S3
6 2 (1.18%) Amazon SQS
6 2 (1.18%) AWS Elastic Beanstalk
6 2 (1.18%) AWS Lambda
6 2 (1.18%) CloudFront
6 2 (1.18%) iTunes
6 2 (1.18%) Serverless
7 1 (0.59%) Google Cloud Platform
Communications & Networking
1 21 (12.43%) TCP/IP
2 7 (4.14%) Wireshark
3 3 (1.78%) DNS
3 3 (1.78%) HTTP
4 2 (1.18%) DSL
4 2 (1.18%) Internet
4 2 (1.18%) MQTT
5 1 (0.59%) DHCP
5 1 (0.59%) SAN
Database & Business Intelligence
1 36 (21.30%) Big Data
2 31 (18.34%) MongoDB
3 28 (16.57%) NoSQL
4 15 (8.88%) Relational Database
5 8 (4.73%) Hadoop
6 6 (3.55%) Apache Cassandra
6 6 (3.55%) MemSQL
7 5 (2.96%) SQL Server
8 4 (2.37%) Impala
9 3 (1.78%) RDBMS
10 2 (1.18%) Amazon DynamoDB
10 2 (1.18%) Amazon RDS
10 2 (1.18%) Apache Hive
10 2 (1.18%) Data Lake
10 2 (1.18%) Data Mining
10 2 (1.18%) Data Warehouse
10 2 (1.18%) Flink
10 2 (1.18%) Hazelcast
10 2 (1.18%) HBase
10 2 (1.18%) Parquet
Development Applications
1 28 (16.57%) Git (software)
2 15 (8.88%) Gradle
2 15 (8.88%) Robolectric
3 14 (8.28%) Appium
4 13 (7.69%) Android Studio
4 13 (7.69%) Genymotion
5 9 (5.33%) Calabash
6 7 (4.14%) fastlane
7 6 (3.55%) CocoaPods
7 6 (3.55%) JUnit
8 5 (2.96%) Crashlytics
8 5 (2.96%) Robotium
8 5 (2.96%) UI Automator
9 4 (2.37%) Jasmine
9 4 (2.37%) Karma Test Runner
9 4 (2.37%) Rational Rhapsody
9 4 (2.37%) Selenium
10 3 (1.78%) Jenkins
10 3 (1.78%) Maven
10 3 (1.78%) TeamCity
General
1 63 (37.28%) Finance
2 50 (29.59%) Banking
3 45 (26.63%) Financial Institution
4 43 (25.44%) Investment Banking
5 22 (13.02%) Front Office
5 22 (13.02%) Publishing
6 8 (4.73%) Electronics
7 7 (4.14%) Retail
8 6 (3.55%) Automotive
9 4 (2.37%) Advertising
9 4 (2.37%) Aerospace
9 4 (2.37%) Telecoms
10 2 (1.18%) Games
10 2 (1.18%) German Language
10 2 (1.18%) Manufacturing
Job Titles
1 81 (47.93%) Developer
2 42 (24.85%) Software Engineer
3 22 (13.02%) C++ Developer
4 17 (10.06%) Software Developer
5 16 (9.47%) Android Developer
5 16 (9.47%) Front End Developer (Client-Side Developer)
5 16 (9.47%) React Developer
6 12 (7.10%) C++ Software Developer
7 11 (6.51%) Android Engineer
8 10 (5.92%) Senior Developer
9 8 (4.73%) iOS Developer
9 8 (4.73%) Java Developer
9 8 (4.73%) Senior Software Engineer
10 7 (4.14%) Android Software Engineer
10 7 (4.14%) Incident Engineer
10 7 (4.14%) Security Engineer
11 6 (3.55%) Platform Engineer
12 4 (2.37%) Ada Engineer
12 4 (2.37%) C/C++ Embedded Software Engineer
12 4 (2.37%) C/C++ Software Engineer
Libraries, Frameworks & Software Standards
1 34 (20.12%) AngularJS
2 24 (14.20%) React
3 20 (11.83%) XML
4 18 (10.65%) REST
5 16 (9.47%) Kafka
5 16 (9.47%) React Native
5 16 (9.47%) Redux
5 16 (9.47%) SOAP
6 13 (7.69%) JSON
6 13 (7.69%) Node.js
6 13 (7.69%) STL
6 13 (7.69%) Velocity
7 11 (6.51%) ATL
7 11 (6.51%) HTML
7 11 (6.51%) MFC
7 11 (6.51%) Web Services
8 10 (5.92%) .NET
8 10 (5.92%) HTML5
9 8 (4.73%) .NET Framework
9 8 (4.73%) scikit-learn
Miscellaneous
1 73 (43.20%) Computer Science
2 53 (31.36%) Algorithms
3 50 (29.59%) Data Structures
4 42 (24.85%) Mobile App
5 29 (17.16%) Cyberthreat
6 28 (16.57%) Fintech
7 27 (15.98%) Analytical Skills
7 27 (15.98%) User Experience
8 17 (10.06%) Equities
9 8 (4.73%) Hedge funds
10 7 (4.14%) Security Operations Centre
11 6 (3.55%) Fixed Income
12 5 (2.96%) Self-Motivation
13 2 (1.18%) Blackberry
13 2 (1.18%) Credit Risk
13 2 (1.18%) Data Centre
13 2 (1.18%) Life Science
13 2 (1.18%) Mainframe
14 1 (0.59%) Derivative
14 1 (0.59%) Device Driver
Operating Systems
1 49 (28.99%) Android
2 45 (26.63%) Linux
3 32 (18.93%) Unix
4 24 (14.20%) Apple iOS
5 18 (10.65%) Windows
6 2 (1.18%) Embedded Linux
7 1 (0.59%) Mac OS X
7 1 (0.59%) Windows Server
Processes & Methodologies
1 62 (36.69%) Agile Software Development
2 57 (33.73%) Software Engineering
3 55 (32.54%) OO
3 55 (32.54%) Problem-Solving
4 50 (29.59%) Analytics
5 47 (27.81%) Low Latency
6 46 (27.22%) Multithreading
7 43 (25.44%) Investment Management
8 40 (23.67%) Android Development
9 38 (22.49%) Open Source
9 38 (22.49%) TDD
10 36 (21.30%) Continuous Integration
11 30 (17.75%) Mathematics
11 30 (17.75%) Mobile Development
11 30 (17.75%) Risk Management
11 30 (17.75%) SDLC
12 29 (17.16%) Innovative Thinking
12 29 (17.16%) Strategic Thinking
13 28 (16.57%) Test Automation
14 24 (14.20%) iOS Development
Programming Languages
1 86 (50.89%) Java
2 57 (33.73%) C++
3 52 (30.77%) Python
4 36 (21.30%) C
5 33 (19.53%) C#
6 32 (18.93%) JavaScript
7 31 (18.34%) Kotlin
8 23 (13.61%) Apple Swift
9 20 (11.83%) TypeScript
10 17 (10.06%) Objective-C
11 13 (7.69%) Assembly Language
11 13 (7.69%) SQL
12 7 (4.14%) Java 8
12 7 (4.14%) PHP
13 4 (2.37%) Ada
13 4 (2.37%) Embedded C
13 4 (2.37%) Shell Script
14 3 (1.78%) Scala
15 1 (0.59%) Bash Shell
15 1 (0.59%) R
Qualifications
1 73 (43.20%) Degree
2 47 (27.81%) Computer Science Degree
3 25 (14.79%) Master's Degree
4 10 (5.92%) CREST Certified
4 10 (5.92%) GCFA
4 10 (5.92%) GCFE
4 10 (5.92%) GIAC
5 7 (4.14%) DV Cleared
5 7 (4.14%) GREM
5 7 (4.14%) SC Cleared
5 7 (4.14%) Security Cleared
6 3 (1.78%) PhD
7 2 (1.18%) ISTQB
8 1 (0.59%) MCP
8 1 (0.59%) MCSE
8 1 (0.59%) Microsoft Certification
Quality Assurance & Compliance
1 23 (13.61%) QA
2 9 (5.33%) SLA
3 4 (2.37%) Def Stans
3 4 (2.37%) MISRA
3 4 (2.37%) MISRA C
4 2 (1.18%) JTAG
System Software
1 4 (2.37%) Docker
2 2 (1.18%) Apache Flume
2 2 (1.18%) Apache ZooKeeper
2 2 (1.18%) HDFS
3 1 (0.59%) Active Directory
Systems Management
1 10 (5.92%) EnCase
2 9 (5.33%) HockeyApp
3 3 (1.78%) Ansible
3 3 (1.78%) Opscode Chef
3 3 (1.78%) Puppet
4 2 (1.18%) Grafana
4 2 (1.18%) Graylog
4 2 (1.18%) Kubernetes
4 2 (1.18%) Prometheus
Vendors
1 41 (24.26%) Google
2 21 (12.43%) Apple
3 11 (6.51%) Atlassian
3 11 (6.51%) Microsoft
4 6 (3.55%) Fidessa
5 5 (2.96%) Facebook
5 5 (2.96%) IBM
6 4 (2.37%) Cloudera
7 2 (1.18%) Cognizant
7 2 (1.18%) Hortonworks
7 2 (1.18%) MapR
7 2 (1.18%) PagerDuty
7 2 (1.18%) Salesforce.com
7 2 (1.18%) SAP
7 2 (1.18%) Splunk
8 1 (0.59%) Databricks
8 1 (0.59%) Oracle
8 1 (0.59%) Solace
8 1 (0.59%) TIBCO