Period
to 15 June 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Lambda Expressions skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Lambda Expressions over the 6 months to 15 June 2019 with a comparison to the same period in the previous 2 years.

Lambda Expressions\Calculus
UK > England
6 months to
15 Jun 2019
Same period 2018 Same period 2017
Rank 1005 1111 1059
Rank change year-on-year +106 -52 +131
Permanent jobs citing Lambda Expressions 67 40 107
As % of all permanent IT jobs advertised in England 0.050% 0.025% 0.066%
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.061% 0.16%
Number of salaries quoted 55 20 78
England median annual salary £75,000 £71,250 £52,500
Median salary % change year-on-year +5.26% +35.71% -8.70%
10th Percentile £46,250 £50,125 £33,750
90th Percentile £90,000 £105,500 £90,000
UK median annual salary £80,000 £70,000 £50,000
% change year-on-year +14.29% +40.00% -9.09%

Lambda Expressions is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 50,872 65,391 65,906
As % of all permanent IT jobs advertised in England 38.26% 40.71% 40.75%
Number of salaries quoted 42,036 55,090 56,237
England median annual salary £53,000 £50,000 £47,500
Median salary % change year-on-year +6.00% +5.26% -
10th Percentile £31,250 £31,250 £29,000
90th Percentile £86,250 £80,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Lambda Expressions
Job Vacancy Trend in England

Job postings citing Lambda Expressions as a percentage of all IT jobs advertised in England.

Job vacancy trend for Lambda Expressions in England

Lambda Expressions
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Lambda Expressions in England.

Salary trend for Lambda Expressions in England

Lambda Expressions
Salary Histogram in England

The salary distribution of IT jobs citing Lambda Expressions in England over the 6 months to 15 June 2019.

Salary histogram for Lambda Expressions in England

Lambda Expressions
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Lambda Expressions within the England region over the 6 months to 15 June 2019. 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 +98 40 £85,000 +7.94% 4
Yorkshire - 14 £55,000 -
North of England - 14 £55,000 -
South West - 8 £42,250 -
South East - 4 £60,000 - 1
Midlands +42 1 £35,000 -12.50%
East Midlands +29 1 £35,000 -12.50%
Lambda Expressions
UK

For the 6 months to 15 June 2019, IT jobs citing Lambda Expressions 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 Lambda Expressions.

1 54 (80.60%) Amazon AWS
2 39 (58.21%) Jenkins
3 36 (53.73%) Python
4 30 (44.78%) Docker
4 30 (44.78%) Microservices
5 28 (41.79%) Java
6 26 (38.81%) Git (software)
6 26 (38.81%) Amazon ECS
7 23 (34.33%) Agile Software Development
8 22 (32.84%) Android
8 22 (32.84%) Bash Shell
8 22 (32.84%) Apple iOS
9 21 (31.34%) DevOps
9 21 (31.34%) Linux
9 21 (31.34%) AWS Fargate
10 20 (29.85%) Perl
11 19 (28.36%) C#
12 18 (26.87%) Data Modelling
12 18 (26.87%) Kubernetes
13 17 (25.37%) MuleSoft
13 17 (25.37%) TIBCO
13 17 (25.37%) Continuous Integration
14 16 (23.88%) Atlassian Bamboo
14 16 (23.88%) Unix
14 16 (23.88%) TDD
14 16 (23.88%) Opscode Chef
14 16 (23.88%) Amazon DynamoDB
15 15 (22.39%) Problem-Solving
15 15 (22.39%) Scrum
15 15 (22.39%) Test Automation

Lambda Expressions
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 4 (5.97%) Elasticsearch
2 3 (4.48%) IIS
3 2 (2.99%) Apache Solr
3 2 (2.99%) Confluence
4 1 (1.49%) CMS
4 1 (1.49%) Sitecore CMS
Cloud Services
1 54 (80.60%) Amazon AWS
2 26 (38.81%) Amazon ECS
3 21 (31.34%) AWS Fargate
4 12 (17.91%) Amazon SQS
5 10 (14.93%) AWS CodePipeline
6 8 (11.94%) NuGet
7 5 (7.46%) Apigee
7 5 (7.46%) GitHub
7 5 (7.46%) Serverless
8 4 (5.97%) BrowserStack
8 4 (5.97%) Google Cloud Platform
8 4 (5.97%) Sauce Labs
9 3 (4.48%) Amazon S3
9 3 (4.48%) Microsoft Azure
10 2 (2.99%) Amazon EC2
10 2 (2.99%) Amazon EMR
10 2 (2.99%) Google App Engine
10 2 (2.99%) Google Compute Engine
11 1 (1.49%) Amazon Kinesis
11 1 (1.49%) IaaS
Communications & Networking
1 3 (4.48%) Bluetooth
2 2 (2.99%) Internet
2 2 (2.99%) NFC
3 1 (1.49%) Firewall
3 1 (1.49%) Wi-Fi
3 1 (1.49%) ZigBee
Database & Business Intelligence
1 16 (23.88%) Amazon DynamoDB
2 12 (17.91%) SQL Server
3 5 (7.46%) NoSQL
4 2 (2.99%) BigQuery
4 2 (2.99%) Blockchain
4 2 (2.99%) MariaDB
4 2 (2.99%) PostgreSQL
5 1 (1.49%) Amazon Redshift
5 1 (1.49%) Big Data
5 1 (1.49%) MongoDB
5 1 (1.49%) Redis
5 1 (1.49%) SAP BW
5 1 (1.49%) SAP HANA
5 1 (1.49%) SQL Server 2014
Development Applications
1 39 (58.21%) Jenkins
2 26 (38.81%) Git (software)
3 16 (23.88%) Atlassian Bamboo
4 11 (16.42%) TeamCity
5 10 (14.93%) Bitbucket
5 10 (14.93%) SonarQube
5 10 (14.93%) Sonatype Nexus
6 7 (10.45%) JIRA
6 7 (10.45%) Selenium
7 5 (7.46%) Appium
7 5 (7.46%) Cucumber
7 5 (7.46%) Subversion
8 4 (5.97%) Gradle
8 4 (5.97%) Maven
8 4 (5.97%) Xcode
9 3 (4.48%) Android Studio
9 3 (4.48%) Calabash
9 3 (4.48%) Grunt
9 3 (4.48%) gulp
9 3 (4.48%) Travis CI
General
1 12 (17.91%) Finance
2 5 (7.46%) Retail
3 3 (4.48%) Law
4 1 (1.49%) Advertising
4 1 (1.49%) Back Office
4 1 (1.49%) Games
4 1 (1.49%) Music Industry
4 1 (1.49%) Pharmaceutical
4 1 (1.49%) Prime Brokerage
4 1 (1.49%) Telecoms
Job Titles
1 37 (55.22%) Developer
2 20 (29.85%) AWS Developer
3 16 (23.88%) AWS Specialist
4 12 (17.91%) Senior Developer
5 11 (16.42%) Applications Developer
6 9 (13.43%) C# Developer
6 9 (13.43%) Integration Specialist
7 8 (11.94%) .NET Developer
7 8 (11.94%) C# Application Developer
8 7 (10.45%) .NET Applications Developer
8 7 (10.45%) C# .NET Developer
8 7 (10.45%) C# WPF Developer
8 7 (10.45%) WPF Developer
9 6 (8.96%) Java Developer
10 5 (7.46%) DevOps Engineer
11 4 (5.97%) Developer in Test
11 4 (5.97%) Lead DevOps
11 4 (5.97%) Lead DevOps Engineer
12 3 (4.48%) Automation Engineer
12 3 (4.48%) Mobile Applications Developer
Libraries, Frameworks & Software Standards
1 13 (19.40%) .NET
2 11 (16.42%) .NET Core
2 11 (16.42%) .NET Framework
2 11 (16.42%) Entity Framework
3 10 (14.93%) Node.js
4 8 (11.94%) WCF
4 8 (11.94%) WPF
5 6 (8.96%) REST
5 6 (8.96%) Spring
6 5 (7.46%) JSON
6 5 (7.46%) RESTful
7 4 (5.97%) ASP.NET
7 4 (5.97%) LINQ
7 4 (5.97%) React
7 4 (5.97%) Web Services
8 3 (4.48%) AngularJS
8 3 (4.48%) CSS
8 3 (4.48%) HTML
8 3 (4.48%) HTML5
8 3 (4.48%) jQuery
Miscellaneous
1 8 (11.94%) Analytical Skills
1 8 (11.94%) Mobile App
2 6 (8.96%) User Experience
3 4 (5.97%) Algorithms
3 4 (5.97%) Data Structures
3 4 (5.97%) Greenfield Project
4 2 (2.99%) Enterprise Software
5 1 (1.49%) FMCG
5 1 (1.49%) Public Cloud
5 1 (1.49%) Synthetic Equity
Operating Systems
1 22 (32.84%) Android
1 22 (32.84%) Apple iOS
2 21 (31.34%) Linux
3 16 (23.88%) Unix
4 3 (4.48%) Windows
Processes & Methodologies
1 30 (44.78%) Microservices
2 23 (34.33%) Agile Software Development
3 21 (31.34%) DevOps
4 18 (26.87%) Data Modelling
5 17 (25.37%) Continuous Integration
6 16 (23.88%) TDD
7 15 (22.39%) Problem-Solving
7 15 (22.39%) Scrum
7 15 (22.39%) Test Automation
8 14 (20.90%) Kanban
9 12 (17.91%) MVC
10 10 (14.93%) Migration
10 10 (14.93%) SOLID
11 9 (13.43%) Coaching
11 9 (13.43%) Configuration Management
11 9 (13.43%) Software Engineering
12 8 (11.94%) Continuous Improvement
12 8 (11.94%) Mobile Development
12 8 (11.94%) MVVM
13 7 (10.45%) Mentoring
Programming Languages
1 36 (53.73%) Python
2 28 (41.79%) Java
3 22 (32.84%) Bash Shell
4 20 (29.85%) Perl
5 19 (28.36%) C#
6 13 (19.40%) JavaScript
7 6 (8.96%) Java 8
8 5 (7.46%) SQL
9 4 (5.97%) C++
10 3 (4.48%) Apple Swift
10 3 (4.48%) AspectJ
10 3 (4.48%) Go
10 3 (4.48%) Ruby
11 2 (2.99%) ES6
11 2 (2.99%) TypeScript
12 1 (1.49%) PHP
12 1 (1.49%) PowerShell
Qualifications
1 3 (4.48%) Degree
2 2 (2.99%) Computer Science Degree
2 2 (2.99%) SC Cleared
2 2 (2.99%) Security Cleared
3 1 (1.49%) Master's Degree
Quality Assurance & Compliance
1 7 (10.45%) QA
System Software
1 30 (44.78%) Docker
2 1 (1.49%) Virtual Machines
Systems Management
1 18 (26.87%) Kubernetes
2 16 (23.88%) Opscode Chef
3 8 (11.94%) Puppet
4 7 (10.45%) Terraform
5 6 (8.96%) Ansible
6 1 (1.49%) Kibana
6 1 (1.49%) logstash
6 1 (1.49%) Packer
6 1 (1.49%) Single Sign-On
Vendors
1 17 (25.37%) MuleSoft
1 17 (25.37%) TIBCO
2 8 (11.94%) Oracle
3 4 (5.97%) Google
4 2 (2.99%) Sitecore
5 1 (1.49%) Birst
5 1 (1.49%) Microsoft
5 1 (1.49%) SAP
5 1 (1.49%) Splunk