Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Lambda Expressions\Calculus
UK > England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 1069 1094 1164
Rank change year-on-year +25 +70 +89
Permanent jobs citing Lambda Expressions 64 60 53
As % of all permanent IT jobs advertised in England 0.042% 0.037% 0.029%
As % of the Libraries, Frameworks & Software Standards category 0.10% 0.091% 0.075%
Number of salaries quoted 25 46 41
England median annual salary £65,000 £72,500 £45,000
Median salary % change year-on-year -10.34% +61.11% -12.37%
10th Percentile £40,000 £33,750 £37,500
90th Percentile £100,000 £90,000 £62,500
UK median annual salary £65,000 £65,000 £45,000
% change year-on-year - +44.44% -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 61,203 65,991 70,540
As % of all permanent IT jobs advertised in England 40.17% 40.34% 39.15%
Number of salaries quoted 50,969 54,989 61,672
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £83,750 £77,750 £76,250
UK median annual salary £51,000 £50,000 £47,500
% change year-on-year +2.00% +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 20 October 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 20 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 +31 43 £70,000 -22.22% 6
South East +14 11 - - 1
North of England +45 6 £40,000 +6.67% 5
North West +6 5 £40,000 +6.67% 3
Midlands - 4 £43,750 - 1
East Midlands - 3 £42,500 - 1
Yorkshire - 1 £55,000 - 2
West Midlands - 1 £45,000 -
Lambda Expressions
UK

For the 6 months to 20 October 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 39 (60.94%) C#
2 37 (57.81%) Agile Software Development
3 35 (54.69%) Web Services
4 34 (53.13%) Java
5 32 (50.00%) REST
6 29 (45.31%) JavaScript
7 28 (43.75%) .NET
8 25 (39.06%) MVC
9 24 (37.50%) Software Engineering
10 23 (35.94%) Degree
10 23 (35.94%) SQL
10 23 (35.94%) HTML
11 21 (32.81%) Finance
12 20 (31.25%) CSS
12 20 (31.25%) Computer Science
12 20 (31.25%) Problem-Solving
13 19 (29.69%) HTML5
14 18 (28.13%) Machine Learning
14 18 (28.13%) ASP.NET
15 17 (26.56%) LINQ
16 16 (25.00%) jQuery
16 16 (25.00%) Scrum
16 16 (25.00%) SQL Server
17 15 (23.44%) Git (software)
17 15 (23.44%) Spring
17 15 (23.44%) Entity Framework
17 15 (23.44%) ASP.NET Web API
17 15 (23.44%) Analytical Skills
17 15 (23.44%) Java 8
18 14 (21.88%) Self-Motivation

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 14 (21.88%) IIS
2 10 (15.63%) CMS
3 9 (14.06%) Sitecore CMS
4 8 (12.50%) Elasticsearch
5 4 (6.25%) Apache
6 2 (3.13%) Apache Spark
7 1 (1.56%) Apache Solr
7 1 (1.56%) NServiceBus
Cloud Services
1 14 (21.88%) Amazon AWS
2 5 (7.81%) Amazon S3
3 3 (4.69%) Amazon EC2
3 3 (4.69%) Amazon EMR
3 3 (4.69%) Amazon Kinesis
3 3 (4.69%) AWS CloudFormation
3 3 (4.69%) AWS Fargate
3 3 (4.69%) Serverless
4 2 (3.13%) Amazon SQS
4 2 (3.13%) AWS Lambda
4 2 (3.13%) Microsoft Azure
5 1 (1.56%) Google App Engine
5 1 (1.56%) Google Cloud Platform
5 1 (1.56%) Google Compute Engine
5 1 (1.56%) NuGet
Communications & Networking
1 10 (15.63%) Bluetooth
1 10 (15.63%) NFC
2 4 (6.25%) HTTP
3 2 (3.13%) DAB
3 2 (3.13%) TCP/IP
4 1 (1.56%) Modbus
Database & Business Intelligence
1 16 (25.00%) SQL Server
2 11 (17.19%) Relational Database
3 10 (15.63%) Big Data
3 10 (15.63%) Blockchain
4 9 (14.06%) NoSQL
4 9 (14.06%) PostgreSQL
5 7 (10.94%) Amazon RDS
5 7 (10.94%) Redis
6 6 (9.38%) DB2
6 6 (9.38%) MongoDB
6 6 (9.38%) RDBMS
7 3 (4.69%) Data Lake
8 2 (3.13%) Amazon Aurora
8 2 (3.13%) Amazon Redshift
8 2 (3.13%) MySQL
9 1 (1.56%) Amazon DynamoDB
9 1 (1.56%) BigQuery
9 1 (1.56%) KDB
9 1 (1.56%) Oracle Database
9 1 (1.56%) RavenDB
Development Applications
1 15 (23.44%) Git (software)
2 13 (20.31%) Grunt
2 13 (20.31%) gulp
2 13 (20.31%) MSBuild
2 13 (20.31%) TeamCity
3 10 (15.63%) Cucumber
4 9 (14.06%) Selenium
5 6 (9.38%) JUnit
6 4 (6.25%) Gradle
6 4 (6.25%) Jenkins
6 4 (6.25%) Maven
7 3 (4.69%) GoCD
7 3 (4.69%) JMeter
7 3 (4.69%) SoapUI
7 3 (4.69%) Visual Studio
7 3 (4.69%) WebDriver
8 2 (3.13%) Bitbucket
8 2 (3.13%) Mercurial
8 2 (3.13%) ReSharper
8 2 (3.13%) Team Foundation Server
General
1 21 (32.81%) Finance
2 12 (18.75%) Banking
3 11 (17.19%) Investment Banking
4 10 (15.63%) Financial Institution
5 5 (7.81%) Retail
6 3 (4.69%) Marketing
7 1 (1.56%) Games
7 1 (1.56%) Publishing
Job Titles
1 37 (57.81%) Developer
2 17 (26.56%) Software Engineer
3 14 (21.88%) C# Developer
4 11 (17.19%) Java Developer
4 11 (17.19%) Senior Developer
4 11 (17.19%) Web Developer
5 9 (14.06%) .NET Developer
6 8 (12.50%) Senior C# Developer
7 7 (10.94%) C# Web Developer
7 7 (10.94%) QA Engineer
7 7 (10.94%) Senior Software Engineer
8 6 (9.38%) JavaScript Developer
8 6 (9.38%) Workflow Developer
9 5 (7.81%) ASP.NET Developer
9 5 (7.81%) ASP.NET MVC Developer
9 5 (7.81%) C# .NET Developer
9 5 (7.81%) Senior Web Developer
10 4 (6.25%) .NET Web Developer
10 4 (6.25%) Senior Software Developer
10 4 (6.25%) UI Developer
Libraries, Frameworks & Software Standards
1 35 (54.69%) Web Services
2 32 (50.00%) REST
3 28 (43.75%) .NET
4 23 (35.94%) HTML
5 20 (31.25%) CSS
6 19 (29.69%) HTML5
7 18 (28.13%) ASP.NET
8 17 (26.56%) LINQ
9 16 (25.00%) jQuery
10 15 (23.44%) ASP.NET Web API
10 15 (23.44%) Entity Framework
10 15 (23.44%) Spring
11 14 (21.88%) .NET Framework
11 14 (21.88%) JSON
11 14 (21.88%) Razor View Engine
11 14 (21.88%) Spring Boot
12 13 (20.31%) LESS
13 11 (17.19%) Natural Language Processing
14 10 (15.63%) RESTful
15 9 (14.06%) AngularJS
Miscellaneous
1 20 (31.25%) Computer Science
2 15 (23.44%) Analytical Skills
3 14 (21.88%) Self-Motivation
4 13 (20.31%) User Experience
5 12 (18.75%) Algorithms
6 10 (15.63%) Analytical Mindset
6 10 (15.63%) Cyberthreat
6 10 (15.63%) Data Structures
7 8 (12.50%) Greenfield Project
8 7 (10.94%) Fintech
9 5 (7.81%) Client/Server
10 4 (6.25%) FMCG
11 1 (1.56%) Equities
11 1 (1.56%) Hedge funds
Operating Systems
1 8 (12.50%) Windows
2 4 (6.25%) Linux
2 4 (6.25%) Unix
3 2 (3.13%) Windows 10
4 1 (1.56%) Windows Server
Processes & Methodologies
1 37 (57.81%) Agile Software Development
2 25 (39.06%) MVC
3 24 (37.50%) Software Engineering
4 20 (31.25%) Problem-Solving
5 18 (28.13%) Machine Learning
6 16 (25.00%) Scrum
7 14 (21.88%) TDD
7 14 (21.88%) Web Development
8 13 (20.31%) Continuous Integration
8 13 (20.31%) Microservices
8 13 (20.31%) Multithreading
8 13 (20.31%) Responsive Web Design
9 12 (18.75%) A/B Testing
9 12 (18.75%) Data Science
9 12 (18.75%) Web Design
10 11 (17.19%) Secure Coding
11 10 (15.63%) Analytics
11 10 (15.63%) Concurrent Programming
11 10 (15.63%) Data Analytics
11 10 (15.63%) Low Latency
Programming Languages
1 39 (60.94%) C#
2 34 (53.13%) Java
3 29 (45.31%) JavaScript
4 23 (35.94%) SQL
5 15 (23.44%) Java 8
6 14 (21.88%) C++
7 12 (18.75%) Python
8 10 (15.63%) AspectJ
9 7 (10.94%) Scala
10 6 (9.38%) Bash Shell
10 6 (9.38%) ES6
10 6 (9.38%) Java 9
10 6 (9.38%) Shell Script
11 2 (3.13%) TypeScript
Qualifications
1 23 (35.94%) Degree
2 14 (21.88%) Computer Science Degree
2 14 (21.88%) Master's Degree
3 2 (3.13%) Numerate Degree
4 1 (1.56%) MCSD
4 1 (1.56%) Microsoft Certification
Quality Assurance & Compliance
1 7 (10.94%) QA
System Software
1 6 (9.38%) Docker
2 1 (1.56%) Active Directory
Systems Management
1 3 (4.69%) Kubernetes
2 1 (1.56%) Single Sign-On
2 1 (1.56%) Terraform
Vendors
1 12 (18.75%) Sitecore
2 5 (7.81%) Microsoft
3 4 (6.25%) Cognizant
4 1 (1.56%) Google
4 1 (1.56%) Oracle
4 1 (1.56%) Siemens