Period
to 2 August 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Parallel Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Parallel Processing over the 6 months to 2 August 2021 with a comparison to the same period in the previous 2 years.

Parallel Processing
England > London
6 months to
2 Aug 2021
Same period 2020 Same period 2019
Rank 637 527 750
Rank change year-on-year -110 +223 +85
Permanent jobs citing Parallel Processing 40 23 10
As % of all permanent jobs advertised in London 0.088% 0.082% 0.017%
As % of the Processes & Methodologies category 0.093% 0.087% 0.019%
Number of salaries quoted 27 20 10
10th Percentile £47,500 £57,500 £45,625
25th Percentile £48,750 £82,500 £50,000
Median annual salary (50th Percentile) £55,000 £90,000 £75,000
Median % change year-on-year -38.89% +20.00% +15.38%
75th Percentile £175,000 £95,625 £92,500
90th Percentile £250,000 £101,000 £93,500
England median annual salary £52,500 £90,000 £75,000
% change year-on-year -41.67% +20.00% +50.00%

Parallel Processing 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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 43,107 26,447 53,559
As % of all permanent IT jobs advertised in London 95.28% 94.01% 93.60%
Number of salaries quoted 28,521 21,676 44,030
10th Percentile £42,500 £41,250 £36,250
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £68,500 £65,000
Median % change year-on-year +2.19% +5.38% +8.33%
75th Percentile £87,500 £85,000 £82,500
90th Percentile £105,000 £105,000 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Parallel Processing
Job Vacancy Trend in London

Job postings citing Parallel Processing as a proportion of all IT jobs advertised in London.

Job vacancy trend for Parallel Processing in London

Parallel Processing
Salary Trend in London

3-month moving average salary quoted in jobs citing Parallel Processing in London.

Salary trend for Parallel Processing in London

Parallel Processing
Salary Histogram in London

Salary distribution for jobs citing Parallel Processing in London over the 6 months to 2 August 2021.

Salary histogram for Parallel Processing in London

Parallel Processing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Parallel Processing within the London region over the 6 months to 2 August 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
Central London -3 7 £97,500 +8.33% 1
Parallel Processing
England

For the 6 months to 2 August 2021, IT jobs citing Parallel Processing 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 London region with a requirement for Parallel Processing.

1 25 (62.50%) Agile Software Development
2 23 (57.50%) SQL
3 21 (52.50%) Python
4 19 (47.50%) Google
5 18 (45.00%) Finance
5 18 (45.00%) Fintech
6 14 (35.00%) Kubernetes
6 14 (35.00%) Test Automation
7 13 (32.50%) Amazon S3
7 13 (32.50%) HTML5
7 13 (32.50%) BDD
7 13 (32.50%) HTML
7 13 (32.50%) Java
7 13 (32.50%) Docker
7 13 (32.50%) Microservices
8 12 (30.00%) Kotlin
8 12 (30.00%) Analytical Skills
8 12 (30.00%) Problem-Solving
8 12 (30.00%) Social Skills
8 12 (30.00%) Salesforce.com
8 12 (30.00%) REST
9 10 (25.00%) Analytics
9 10 (25.00%) Data Warehouse
9 10 (25.00%) Data Modelling
9 10 (25.00%) Business Intelligence
9 10 (25.00%) Microsoft
9 10 (25.00%) SQL Server
10 9 (22.50%) Equities
11 8 (20.00%) Apache Spark
12 7 (17.50%) Appium

Parallel Processing
Co-occurring IT Skills in London 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 8 (20.00%) Apache Spark
2 7 (17.50%) Apache Airflow
3 1 (2.50%) Oracle SOA Suite
Cloud Services
1 13 (32.50%) Amazon S3
2 7 (17.50%) AWS
3 6 (15.00%) Amazon CloudWatch
3 6 (15.00%) AWS Fargate
3 6 (15.00%) Azure
3 6 (15.00%) Cloud Computing
3 6 (15.00%) Datadog
3 6 (15.00%) GitHub
3 6 (15.00%) Google Analytics
3 6 (15.00%) Matillion
3 6 (15.00%) npm
3 6 (15.00%) Snowflake
4 4 (10.00%) Azure Cosmos DB
4 4 (10.00%) Azure Data Factory
4 4 (10.00%) Azure Storage
4 4 (10.00%) Azure Synapse Analytics
4 4 (10.00%) Power Platform
5 1 (2.50%) GCP
5 1 (2.50%) SaaS
5 1 (2.50%) Serverless
Database & Business Intelligence
1 10 (25.00%) Data Warehouse
1 10 (25.00%) SQL Server
2 7 (17.50%) MongoDB
2 7 (17.50%) Tableau
3 6 (15.00%) Aerospike
3 6 (15.00%) Big Data
3 6 (15.00%) NoSQL
3 6 (15.00%) PostgreSQL
4 4 (10.00%) Azure SQL Data Warehouse
4 4 (10.00%) Azure SQL Database
4 4 (10.00%) Data Lake
4 4 (10.00%) IBM InfoSphere
4 4 (10.00%) Microsoft Analysis Services
4 4 (10.00%) Power BI
4 4 (10.00%) SQL Server Analysis Services
4 4 (10.00%) SQL Server Integration Services
4 4 (10.00%) SQL Server Reporting Services
5 3 (7.50%) Amazon Redshift
6 1 (2.50%) Metadata
6 1 (2.50%) Neo4j
Development Applications
1 7 (17.50%) Appium
1 7 (17.50%) Cucumber
1 7 (17.50%) JIRA
1 7 (17.50%) SpecFlow
1 7 (17.50%) Spock
2 6 (15.00%) webpack
3 4 (10.00%) ER Studio
3 4 (10.00%) ERwin
3 4 (10.00%) GDB
3 4 (10.00%) Git (software)
3 4 (10.00%) SQL Server Management Studio (SSMS)
3 4 (10.00%) Visual Studio
3 4 (10.00%) Visual Studio Code
4 1 (2.50%) Jenkins
4 1 (2.50%) Maven
4 1 (2.50%) Sourcetree
General
1 18 (45.00%) Finance
2 12 (30.00%) Analytical Skills
2 12 (30.00%) Social Skills
3 3 (7.50%) Front Office
4 2 (5.00%) Banking
5 1 (2.50%) Investment Banking
Job Titles
1 22 (55.00%) Developer
2 8 (20.00%) Senior Developer
3 7 (17.50%) Apache Spark Developer
3 7 (17.50%) Python Developer
4 6 (15.00%) Data Engineer
4 6 (15.00%) Java Developer
4 6 (15.00%) JavaScript Developer
4 6 (15.00%) Python Engineer
4 6 (15.00%) Senior JavaScript Developer
4 6 (15.00%) Senior Web Developer
4 6 (15.00%) Test Automation Engineer
4 6 (15.00%) Test Engineer
4 6 (15.00%) Web Developer
5 5 (12.50%) Architect
6 4 (10.00%) Data Architect
6 4 (10.00%) Solutions Architect
7 3 (7.50%) AWS Engineer
7 3 (7.50%) C# Developer
8 2 (5.00%) Senior C# .NET Developer
8 2 (5.00%) WPF Developer
Libraries, Frameworks & Software Standards
1 13 (32.50%) HTML
1 13 (32.50%) HTML5
2 12 (30.00%) REST
3 7 (17.50%) Dask
3 7 (17.50%) NumPy
3 7 (17.50%) Pandas
3 7 (17.50%) PyArrow
4 6 (15.00%) AngularJS
4 6 (15.00%) CSS
4 6 (15.00%) Electron Framework
4 6 (15.00%) Node.js
4 6 (15.00%) React
4 6 (15.00%) RxJava
4 6 (15.00%) RxJS
4 6 (15.00%) Vue.js
4 6 (15.00%) WebSockets
5 4 (10.00%) Flask
6 3 (7.50%) .NET
7 2 (5.00%) WPF
8 1 (2.50%) Kafka
Miscellaneous
1 9 (22.50%) Equities
2 7 (17.50%) Hedge funds
2 7 (17.50%) Video\Live Streaming
3 6 (15.00%) User Experience
4 2 (5.00%) Fixed Income
5 1 (2.50%) Credit Risk
5 1 (2.50%) Market Risk
5 1 (2.50%) N-Tier
Processes & Methodologies
1 25 (62.50%) Agile Software Development
2 18 (45.00%) Fintech
3 14 (35.00%) Test Automation
4 13 (32.50%) BDD
4 13 (32.50%) Microservices
5 12 (30.00%) Problem-Solving
6 10 (25.00%) Analytics
6 10 (25.00%) Business Intelligence
6 10 (25.00%) Data Modelling
7 7 (17.50%) Artificial Intelligence
7 7 (17.50%) Data Analysis
7 7 (17.50%) Exploratory Testing
7 7 (17.50%) Kanban
7 7 (17.50%) Machine Learning
7 7 (17.50%) Manual Testing
7 7 (17.50%) Non-Functional Testing
7 7 (17.50%) Scrum
7 7 (17.50%) TDD
8 6 (15.00%) Continuous Delivery
8 6 (15.00%) SDLC
Programming Languages
1 23 (57.50%) SQL
2 21 (52.50%) Python
3 13 (32.50%) Java
4 12 (30.00%) Kotlin
5 7 (17.50%) C
5 7 (17.50%) C++
5 7 (17.50%) Go
5 7 (17.50%) JavaScript
6 6 (15.00%) ES8
6 6 (15.00%) Groovy
6 6 (15.00%) Java 11
6 6 (15.00%) Java 8
6 6 (15.00%) TypeScript
7 4 (10.00%) C#
8 2 (5.00%) Scala
9 1 (2.50%) PowerShell
9 1 (2.50%) T-SQL
9 1 (2.50%) VB.NET
9 1 (2.50%) XAML
Qualifications
1 6 (15.00%) Computer Science Degree
1 6 (15.00%) Degree
Quality Assurance & Compliance
1 7 (17.50%) QA
2 1 (2.50%) Data Quality
System Software
1 13 (32.50%) Docker
Systems Management
1 14 (35.00%) Kubernetes
2 7 (17.50%) Consul
2 7 (17.50%) Packer
Vendors
1 19 (47.50%) Google
2 12 (30.00%) Salesforce.com
3 10 (25.00%) Microsoft
4 7 (17.50%) Oracle
5 4 (10.00%) Databricks
5 4 (10.00%) IBM
5 4 (10.00%) Netezza
5 4 (10.00%) Teradata
6 1 (2.50%) Actuate
6 1 (2.50%) Cognos