Period
to 13 December 2018

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 13 December 2018 with a comparison to the same period in the previous 2 years.

Lambda Expressions\Calculus
UK > England
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 1058 1111 1161
Rank change year-on-year +53 +50 +77
Permanent jobs citing Lambda Expressions 63 60 40
As % of all permanent IT jobs advertised in England 0.042% 0.036% 0.023%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.089% 0.058%
Number of salaries quoted 24 47 27
England median annual salary £52,500 £90,000 £45,000
Median salary % change year-on-year -41.67% +100.00% -12.37%
10th Percentile £38,175 £32,750 £38,250
90th Percentile £72,500 £100,000 £62,500
UK median annual salary £43,500 £90,000 £45,000
% change year-on-year -51.67% +100.00% -12.37%

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 58,718 67,727 68,468
As % of all permanent IT jobs advertised in England 39.56% 40.25% 39.24%
Number of salaries quoted 48,644 56,883 59,720
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,500 £30,000 £29,000
90th Percentile £85,000 £78,750 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 13 December 2018.

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 13 December 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 +53 34 £65,000 -27.78% 12
South East +35 16 - - 2
North of England +44 7 £40,000 +6.67% 2
Midlands +37 6 £42,500 +30.77% 1
North West +20 6 £40,000 +6.67% 1
East Midlands +20 5 £42,000 +29.23% 1
West Midlands - 1 £45,000 -
Yorkshire - 1 £55,000 - 1
Lambda Expressions
UK

For the 6 months to 13 December 2018, 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 42 (66.67%) Web Services
2 41 (65.08%) C#
3 35 (55.56%) REST
4 32 (50.79%) MVC
5 31 (49.21%) .NET
6 29 (46.03%) JavaScript
7 28 (44.44%) Agile Software Development
8 27 (42.86%) HTML
9 26 (41.27%) Java
10 25 (39.68%) ASP.NET
10 25 (39.68%) LINQ
11 23 (36.51%) jQuery
11 23 (36.51%) CSS
11 23 (36.51%) SQL Server
12 22 (34.92%) SQL
12 22 (34.92%) Entity Framework
12 22 (34.92%) Git (software)
12 22 (34.92%) HTML5
12 22 (34.92%) ASP.NET Web API
13 21 (33.33%) Razor View Engine
13 21 (33.33%) JSON
13 21 (33.33%) Web Development
13 21 (33.33%) Software Engineering
14 20 (31.75%) .NET Framework
14 20 (31.75%) IIS
14 20 (31.75%) LESS
15 19 (30.16%) Responsive Web Design
15 19 (30.16%) MSBuild
15 19 (30.16%) Sitecore
15 19 (30.16%) TeamCity

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 20 (31.75%) IIS
2 16 (25.40%) CMS
3 15 (23.81%) Sitecore CMS
4 5 (7.94%) Elasticsearch
5 1 (1.59%) Apache
5 1 (1.59%) Apache Solr
5 1 (1.59%) NServiceBus
Cloud Services
1 13 (20.63%) Amazon AWS
2 5 (7.94%) Amazon S3
3 4 (6.35%) AWS CloudFormation
3 4 (6.35%) Microsoft Azure
3 4 (6.35%) Serverless
4 3 (4.76%) Amazon EC2
4 3 (4.76%) Amazon Kinesis
4 3 (4.76%) AWS Fargate
4 3 (4.76%) AWS Lambda
5 2 (3.17%) Amazon SQS
5 2 (3.17%) NuGet
6 1 (1.59%) Amazon EMR
6 1 (1.59%) Google App Engine
6 1 (1.59%) Google Cloud Platform
6 1 (1.59%) Google Compute Engine
Communications & Networking
1 10 (15.87%) Bluetooth
1 10 (15.87%) NFC
2 4 (6.35%) HTTP
3 2 (3.17%) TCP/IP
4 1 (1.59%) Modbus
Database & Business Intelligence
1 23 (36.51%) SQL Server
2 11 (17.46%) Blockchain
3 8 (12.70%) NoSQL
4 7 (11.11%) Redis
5 5 (7.94%) Amazon RDS
5 5 (7.94%) Big Data
5 5 (7.94%) MongoDB
5 5 (7.94%) PostgreSQL
6 4 (6.35%) Relational Database
7 3 (4.76%) Data Lake
8 2 (3.17%) Amazon Aurora
8 2 (3.17%) Amazon Redshift
8 2 (3.17%) DB2
8 2 (3.17%) MySQL
8 2 (3.17%) Oracle Database
8 2 (3.17%) RDBMS
8 2 (3.17%) SAP BW
9 1 (1.59%) KDB
9 1 (1.59%) RavenDB
9 1 (1.59%) SAP HANA
Development Applications
1 22 (34.92%) Git (software)
2 19 (30.16%) Grunt
2 19 (30.16%) gulp
2 19 (30.16%) MSBuild
2 19 (30.16%) TeamCity
3 11 (17.46%) Cucumber
4 10 (15.87%) Selenium
5 6 (9.52%) JUnit
6 5 (7.94%) Jenkins
7 4 (6.35%) GoCD
7 4 (6.35%) JMeter
7 4 (6.35%) SoapUI
7 4 (6.35%) Visual Studio
7 4 (6.35%) WebDriver
8 3 (4.76%) Gradle
8 3 (4.76%) Maven
8 3 (4.76%) Team Foundation Server
9 2 (3.17%) JIRA
9 2 (3.17%) Mercurial
9 2 (3.17%) ReSharper
General
1 12 (19.05%) Finance
2 10 (15.87%) Retail
3 5 (7.94%) Banking
3 5 (7.94%) Marketing
4 4 (6.35%) Investment Banking
5 3 (4.76%) Financial Institution
6 2 (3.17%) Publishing
7 1 (1.59%) Advertising
7 1 (1.59%) Games
Job Titles
1 43 (68.25%) Developer
2 18 (28.57%) Web Developer
3 17 (26.98%) C# Developer
4 15 (23.81%) Senior Developer
5 14 (22.22%) .NET Developer
6 13 (20.63%) Software Engineer
7 11 (17.46%) Java Developer
8 10 (15.87%) ASP.NET Developer
8 10 (15.87%) ASP.NET MVC Developer
9 9 (14.29%) .NET Web Developer
9 9 (14.29%) C# Web Developer
9 9 (14.29%) Senior C# Developer
9 9 (14.29%) Senior Web Developer
10 7 (11.11%) Senior Software Engineer
11 6 (9.52%) Sitecore Developer
11 6 (9.52%) UI Developer
11 6 (9.52%) UI/UX Developer
11 6 (9.52%) UX Developer
11 6 (9.52%) Web UI Developer
11 6 (9.52%) Web UI/UX Developer
Libraries, Frameworks & Software Standards
1 42 (66.67%) Web Services
2 35 (55.56%) REST
3 31 (49.21%) .NET
4 27 (42.86%) HTML
5 25 (39.68%) ASP.NET
5 25 (39.68%) LINQ
6 23 (36.51%) CSS
6 23 (36.51%) jQuery
7 22 (34.92%) ASP.NET Web API
7 22 (34.92%) Entity Framework
7 22 (34.92%) HTML5
8 21 (33.33%) JSON
8 21 (33.33%) Razor View Engine
9 20 (31.75%) .NET Framework
9 20 (31.75%) LESS
10 11 (17.46%) Spring
11 10 (15.87%) ASP.NET MVC
11 10 (15.87%) Natural Language Processing
11 10 (15.87%) RESTful
11 10 (15.87%) Spring Boot
Miscellaneous
1 19 (30.16%) User Experience
2 11 (17.46%) Self-Motivation
3 10 (15.87%) Algorithms
3 10 (15.87%) Data Structures
3 10 (15.87%) Greenfield Project
4 9 (14.29%) FMCG
5 8 (12.70%) Analytical Skills
6 5 (7.94%) Client/Server
6 5 (7.94%) Fintech
7 3 (4.76%) Analytical Mindset
7 3 (4.76%) Cyberthreat
8 1 (1.59%) Equities
Operating Systems
1 11 (17.46%) Windows
2 6 (9.52%) Linux
3 3 (4.76%) Unix
4 2 (3.17%) Windows 10
5 1 (1.59%) Windows Server
Processes & Methodologies
1 32 (50.79%) MVC
2 28 (44.44%) Agile Software Development
3 21 (33.33%) Software Engineering
3 21 (33.33%) Web Development
4 19 (30.16%) Continuous Integration
4 19 (30.16%) Responsive Web Design
5 18 (28.57%) A/B Testing
5 18 (28.57%) Web Design
6 15 (23.81%) Computer Science
7 14 (22.22%) Multithreading
7 14 (22.22%) Problem-Solving
8 12 (19.05%) Machine Learning
8 12 (19.05%) Scrum
9 11 (17.46%) Analytics
9 11 (17.46%) Data Analytics
9 11 (17.46%) Secure Coding
9 11 (17.46%) Test Automation
10 10 (15.87%) Concurrent Programming
10 10 (15.87%) Data Science
10 10 (15.87%) Root Cause Analysis
Programming Languages
1 41 (65.08%) C#
2 29 (46.03%) JavaScript
3 26 (41.27%) Java
4 22 (34.92%) SQL
5 11 (17.46%) C++
6 10 (15.87%) AspectJ
6 10 (15.87%) Java 8
7 8 (12.70%) Python
8 6 (9.52%) Java 9
9 3 (4.76%) Scala
10 2 (3.17%) Bash Shell
10 2 (3.17%) ES6
10 2 (3.17%) Shell Script
11 1 (1.59%) Solidity
Qualifications
1 19 (30.16%) Degree
2 13 (20.63%) Computer Science Degree
2 13 (20.63%) Master's Degree
3 2 (3.17%) Numerate Degree
4 1 (1.59%) MCSD
4 1 (1.59%) Microsoft Certification
Quality Assurance & Compliance
1 5 (7.94%) QA
System Software
1 10 (15.87%) Docker
2 1 (1.59%) Active Directory
Systems Management
1 7 (11.11%) Kubernetes
2 1 (1.59%) Single Sign-On
Vendors
1 19 (30.16%) Sitecore
2 6 (9.52%) Microsoft
3 4 (6.35%) Cognizant
4 2 (3.17%) Birst
4 2 (3.17%) Oracle
4 2 (3.17%) SAP
5 1 (1.59%) Google
5 1 (1.59%) Siemens