Period
to 22 April 2021

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 April 2021 with a comparison to the same period in the previous 2 years.

Memory Management
UK
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 785 897 1072
Rank change year-on-year +112 +175 -82
Permanent jobs citing Memory Management 71 62 51
As % of all permanent jobs advertised in the UK 0.084% 0.057% 0.034%
As % of the Processes & Methodologies category 0.091% 0.062% 0.037%
Number of salaries quoted 55 56 35
10th Percentile £55,000 £47,480 £45,000
25th Percentile £62,500 £70,000 £50,625
Median annual salary (50th Percentile) £80,000 £87,500 £67,500
Median % change year-on-year -8.57% +29.63% +22.73%
75th Percentile £115,625 £115,313 £76,250
90th Percentile £142,500 £135,000 £85,000
UK excluding London median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 78,391 99,556 136,991
As % of all permanent IT jobs advertised in the UK 92.52% 92.22% 92.31%
Number of salaries quoted 59,857 79,992 108,656
10th Percentile £32,500 £31,250 £30,000
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Memory Management
Job Vacancy Trend

Job postings citing Memory Management as a proportion of all IT jobs advertised.

Job vacancy trend for Memory Management in the UK

Memory Management
Salary Trend

3-month moving average salary quoted in jobs citing Memory Management.

Salary trend for Memory Management in the UK

Memory Management
Salary Histogram

Salary distribution for jobs citing Memory Management over the 6 months to 22 April 2021.

Salary histogram for Memory Management in the UK

Memory Management
Top 11 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 April 2021. 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 +124 64 £80,000 -8.57% 25
London +88 39 £102,500 +13.89% 15
UK excluding London +84 28 £60,000 +4.35% 11
Work from Home -126 21 £77,500 +72.22% 9
South East +94 17 £60,000 -29.41% 3
Midlands - 6 £45,000 - 1
West Midlands - 6 £45,000 -
Scotland +6 3 £51,250 -10.87% 1
North of England +32 1 - - 2
South West -3 1 £80,000 +60.00% 1
Yorkshire - 1 - -

For the 6 months to 22 April 2021, 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 39 (54.93%) Java
2 33 (46.48%) Multithreading
3 27 (38.03%) Computer Science
4 25 (35.21%) Degree
5 24 (33.80%) Agile Software Development
6 22 (30.99%) Software Engineering
6 22 (30.99%) Microservices
6 22 (30.99%) GCP
7 21 (29.58%) Python
8 20 (28.17%) TDD
9 19 (26.76%) Spring
9 19 (26.76%) Linux
9 19 (26.76%) DevOps
9 19 (26.76%) Docker
10 18 (25.35%) TypeScript
10 18 (25.35%) C++
11 17 (23.94%) Unit Testing
11 17 (23.94%) AWS
11 17 (23.94%) REST
12 16 (22.54%) Low Latency
12 16 (22.54%) JavaScript
13 15 (21.13%) Google
13 15 (21.13%) Azure
14 14 (19.72%) iPad
14 14 (19.72%) Kubernetes
14 14 (19.72%) React
14 14 (19.72%) Lambda Expressions
14 14 (19.72%) E-Commerce
14 14 (19.72%) Finance
15 13 (18.31%) Continuous Integration

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 2 (2.82%) GemFire
1 2 (2.82%) Mule
2 1 (1.41%) Apache Spark
2 1 (1.41%) LiveCycle
Applications
1 2 (2.82%) Microsoft Office
Cloud Services
1 22 (30.99%) GCP
2 17 (23.94%) AWS
3 15 (21.13%) Azure
4 7 (9.86%) Cloud Computing
5 3 (4.23%) GitHub
6 1 (1.41%) Azure Data Factory
6 1 (1.41%) Azure Synapse Analytics
6 1 (1.41%) Power Platform
Communications & Networking
1 7 (9.86%) H.323
1 7 (9.86%) Network Security
1 7 (9.86%) TCP/IP
1 7 (9.86%) Wireshark
2 5 (7.04%) Ethernet
3 4 (5.63%) HTTP
3 4 (5.63%) HTTPS
4 3 (4.23%) InfiniBand
4 3 (4.23%) Multicast
Database & Business Intelligence
1 6 (8.45%) Relational Database
2 5 (7.04%) KDB
3 4 (5.63%) Big Data
3 4 (5.63%) NoSQL
3 4 (5.63%) SQL Server
4 3 (4.23%) Data Mining
4 3 (4.23%) Kdb+
5 1 (1.41%) Apache Hive
5 1 (1.41%) Data Lake
5 1 (1.41%) Hadoop
5 1 (1.41%) Power BI
5 1 (1.41%) Spark SQL
5 1 (1.41%) SQL Server Integration Services
Development Applications
1 7 (9.86%) Git (software)
1 7 (9.86%) Selenium
2 5 (7.04%) LabVIEW
3 4 (5.63%) JUnit
4 3 (4.23%) Mocha
5 2 (2.82%) Gradle
5 2 (2.82%) Jenkins
5 2 (2.82%) Moq
5 2 (2.82%) MSTest
General
1 14 (19.72%) Finance
2 11 (15.49%) Banking
3 9 (12.68%) Investment Banking
4 8 (11.27%) Electronics
4 8 (11.27%) Retail
5 7 (9.86%) Telecoms
6 6 (8.45%) Marketing
7 5 (7.04%) Front Office
8 1 (1.41%) Financial Institution
8 1 (1.41%) Social Housing
Job Titles
1 50 (70.42%) Developer
2 25 (35.21%) Java Developer
3 9 (12.68%) Algorithmic Trading Developer
4 8 (11.27%) Python Developer
5 7 (9.86%) C++ Developer
5 7 (9.86%) Developer in Test
5 7 (9.86%) Investment Banking Java Developer
5 7 (9.86%) Java Developer - Algorithmic Trading
5 7 (9.86%) Java Engineer
5 7 (9.86%) Software Developer
5 7 (9.86%) Software Engineer
6 5 (7.04%) Firmware Engineer
7 4 (5.63%) Android Developer
7 4 (5.63%) Senior Java Engineer
8 3 (4.23%) iOS Developer
8 3 (4.23%) Low Latency Java Developer
8 3 (4.23%) React Developer
8 3 (4.23%) UI Developer
8 3 (4.23%) UI/UX Developer
8 3 (4.23%) UX Developer
Libraries, Frameworks & Software Standards
1 19 (26.76%) Spring
2 17 (23.94%) REST
3 14 (19.72%) Lambda Expressions
3 14 (19.72%) React
4 12 (16.90%) Node.js
5 11 (15.49%) Spring Boot
6 9 (12.68%) Next.js
6 9 (12.68%) OpenGL
7 7 (9.86%) .NET
7 7 (9.86%) Jest
7 7 (9.86%) pytest
7 7 (9.86%) WebRTC
8 6 (8.45%) .NET Core
8 6 (8.45%) Java EE
9 5 (7.04%) .NET Framework
10 4 (5.63%) AngularJS
10 4 (5.63%) gRPC
10 4 (5.63%) Kafka
10 4 (5.63%) WebSockets
11 3 (4.23%) Pandas
Miscellaneous
1 14 (19.72%) iPad
2 11 (15.49%) Equities
3 10 (14.08%) Foreign Exchange (FX)
3 10 (14.08%) Greenfield Project
4 9 (12.68%) Algorithms
5 8 (11.27%) Data Structures
6 7 (9.86%) Over-the-Top Content
6 7 (9.86%) Video Conferencing
7 5 (7.04%) Driving Licence
7 5 (7.04%) Organisational Skills
7 5 (7.04%) User Experience
8 4 (5.63%) Enterprise Software
9 3 (4.23%) CUDA
9 3 (4.23%) Field-Programmable Gate Array
10 2 (2.82%) Analytical Skills
10 2 (2.82%) Cloud Native
10 2 (2.82%) Embedded Systems
10 2 (2.82%) Mobile App
10 2 (2.82%) N-Tier
10 2 (2.82%) Self-Motivation
Operating Systems
1 19 (26.76%) Linux
2 6 (8.45%) Unix
3 5 (7.04%) Android
4 4 (5.63%) Apple iOS
5 1 (1.41%) Mac OS X
Processes & Methodologies
1 33 (46.48%) Multithreading
2 27 (38.03%) Computer Science
3 24 (33.80%) Agile Software Development
4 22 (30.99%) Microservices
4 22 (30.99%) Software Engineering
5 20 (28.17%) TDD
6 19 (26.76%) DevOps
7 17 (23.94%) Unit Testing
8 16 (22.54%) Low Latency
9 14 (19.72%) E-Commerce
10 13 (18.31%) Algorithmic Trading
10 13 (18.31%) Continuous Integration
11 12 (16.90%) Concurrent Programming
12 11 (15.49%) Machine Learning
12 11 (15.49%) Mathematics
12 11 (15.49%) OO
13 9 (12.68%) Physics
14 8 (11.27%) B2C
14 8 (11.27%) OOP
14 8 (11.27%) Scrum
Programming Languages
1 39 (54.93%) Java
2 21 (29.58%) Python
3 18 (25.35%) C++
3 18 (25.35%) TypeScript
4 16 (22.54%) JavaScript
5 13 (18.31%) Kotlin
6 11 (15.49%) C
7 10 (14.08%) SQL
8 9 (12.68%) Java 8
9 7 (9.86%) C#
10 4 (5.63%) Go
11 3 (4.23%) Apple Swift
12 2 (2.82%) Embedded C
12 2 (2.82%) Objective-C
13 1 (1.41%) Scala
13 1 (1.41%) T-SQL
Qualifications
1 25 (35.21%) Degree
2 6 (8.45%) Computer Science Degree
2 6 (8.45%) Master's Degree
Quality Assurance & Compliance
1 9 (12.68%) QA
2 2 (2.82%) HAZOP
System Software
1 19 (26.76%) Docker
2 7 (9.86%) Hyper-V
2 7 (9.86%) KVM
2 7 (9.86%) VMware Infrastructure
3 5 (7.04%) Firmware
4 1 (1.41%) HDFS
Systems Management
1 14 (19.72%) Kubernetes
2 2 (2.82%) Ansible
3 1 (1.41%) Hadoop YARN
Vendors
1 15 (21.13%) Google
2 7 (9.86%) VMware
3 4 (5.63%) Solace
4 3 (4.23%) Solarflare
5 2 (2.82%) Elastic Path
5 2 (2.82%) EMC
5 2 (2.82%) Guidewire
5 2 (2.82%) MapR
5 2 (2.82%) Microsoft
5 2 (2.82%) Oracle
5 2 (2.82%) Talend
6 1 (1.41%) Adobe
6 1 (1.41%) Databricks