Period
to 16 November 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 16 November 2019 with a comparison to the same period in the previous 2 years.

Lambda Expressions\Calculus
UK > England
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 923 1076 1134
Rank change year-on-year +153 +58 +47
Permanent jobs citing Lambda Expressions 108 61 58
As % of all permanent IT jobs advertised in England 0.086% 0.040% 0.034%
As % of the Libraries, Frameworks & Software Standards category 0.23% 0.10% 0.085%
Number of salaries quoted 96 27 48
England median annual salary £80,000 £55,000 £90,000
Median salary % change year-on-year +45.45% -38.89% +100.00%
10th Percentile £42,500 £39,900 £33,750
90th Percentile £120,000 £97,500 £93,000
UK median annual salary £80,000 £55,000 £90,000
% change year-on-year +45.45% -38.89% +100.00%

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 47,636 60,604 67,977
As % of all permanent IT jobs advertised in England 37.90% 39.94% 40.23%
Number of salaries quoted 39,765 50,446 56,919
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £29,875
90th Percentile £88,750 £85,000 £77,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +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 16 November 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 16 November 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 +141 93 £80,000 +14.29% 9
North of England +45 10 £45,000 +12.50%
North West +43 10 £45,000 +12.50%
South West - 2 - -
East of England - 2 £62,500 -
Midlands +32 1 £37,500 -11.76%
West Midlands +25 1 £37,500 -16.67%
Lambda Expressions
UK

For the 6 months to 16 November 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 89 (82.41%) AWS
2 63 (58.33%) Agile Software Development
3 62 (57.41%) Java
4 52 (48.15%) Amazon S3
5 50 (46.30%) Big Data
6 48 (44.44%) Python
7 47 (43.52%) Software Engineering
8 41 (37.96%) Microservices
9 38 (35.19%) Docker
9 38 (35.19%) Amazon SQS
10 37 (34.26%) Finance
11 33 (30.56%) SQL
11 33 (30.56%) Web Services
11 33 (30.56%) Amazon EC2
12 30 (27.78%) Amazon ECS
13 29 (26.85%) GitLab
14 28 (25.93%) AWS Fargate
15 27 (25.00%) Fixed Income
15 27 (25.00%) Equities
15 27 (25.00%) Front Office
15 27 (25.00%) J2EE
15 27 (25.00%) J2SE
15 27 (25.00%) ETL
15 27 (25.00%) Foreign Exchange (FX)
15 27 (25.00%) Asset Management
15 27 (25.00%) Reference Data
15 27 (25.00%) R
15 27 (25.00%) Data Analytics
15 27 (25.00%) Analytics
16 25 (23.15%) Amazon Kinesis

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 7 (6.48%) Confluence
2 2 (1.85%) Camunda
2 2 (1.85%) Elasticsearch
Cloud Services
1 89 (82.41%) AWS
2 52 (48.15%) Amazon S3
3 38 (35.19%) Amazon SQS
4 33 (30.56%) Amazon EC2
5 30 (27.78%) Amazon ECS
6 28 (25.93%) AWS Fargate
7 25 (23.15%) Amazon Kinesis
8 21 (19.44%) Azure
9 15 (13.89%) Amazon EMR
9 15 (13.89%) Azure Data Factory
10 11 (10.19%) GitHub
11 8 (7.41%) Serverless
12 7 (6.48%) AWS CloudFormation
12 7 (6.48%) IaaS
12 7 (6.48%) SaaS
13 6 (5.56%) PaaS
14 5 (4.63%) BrowserStack
14 5 (4.63%) Sauce Labs
15 4 (3.70%) AWS Lambda
16 3 (2.78%) Azure Functions
Communications & Networking
1 3 (2.78%) Firewall
2 2 (1.85%) HTTP
3 1 (0.93%) Internet
3 1 (0.93%) SAN
Database & Business Intelligence
1 50 (46.30%) Big Data
2 24 (22.22%) Amazon DynamoDB
3 19 (17.59%) NoSQL
4 15 (13.89%) Amazon Redshift
4 15 (13.89%) Apache Hive
4 15 (13.89%) Data Lake
4 15 (13.89%) Hadoop
4 15 (13.89%) HBase
4 15 (13.89%) HDInsight
4 15 (13.89%) Impala
5 3 (2.78%) Redis
5 3 (2.78%) SQL Server
6 2 (1.85%) Amazon RDS
6 2 (1.85%) MySQL
7 1 (0.93%) Amazon Athena
7 1 (0.93%) BigQuery
7 1 (0.93%) Blockchain
Development Applications
1 29 (26.85%) GitLab
2 24 (22.22%) Jenkins
3 16 (14.81%) Appium
3 16 (14.81%) JIRA
3 16 (14.81%) Selenium
4 9 (8.33%) Git (software)
5 7 (6.48%) Cucumber
5 7 (6.48%) WebDriver
6 5 (4.63%) Gradle
6 5 (4.63%) Maven
7 2 (1.85%) Bitbucket
7 2 (1.85%) Gerrit
7 2 (1.85%) JUnit
7 2 (1.85%) Mockito
7 2 (1.85%) RSpec
7 2 (1.85%) TeamCity
8 1 (0.93%) Subversion
8 1 (0.93%) Travis CI
General
1 37 (34.26%) Finance
2 27 (25.00%) Front Office
3 5 (4.63%) Brand Awareness
4 4 (3.70%) Banking
4 4 (3.70%) Games
5 2 (1.85%) Public Sector
6 1 (0.93%) Advertising
6 1 (0.93%) Music Industry
6 1 (0.93%) Retail
Job Titles
1 58 (53.70%) Developer
2 38 (35.19%) Software Engineer
3 30 (27.78%) AWS Engineer
3 30 (27.78%) Java Engineer
4 29 (26.85%) Java Developer
5 27 (25.00%) AWS Developer
5 27 (25.00%) AWS Software Engineer
5 27 (25.00%) Developer/Software Engineer
5 27 (25.00%) J2EE Developer
5 27 (25.00%) J2EE Software Engineer
5 27 (25.00%) Java J2EE Software Engineer
5 27 (25.00%) Java Software Developer
5 27 (25.00%) Java Software Engineer
5 27 (25.00%) Java/J2EE Developer
6 15 (13.89%) Architect
6 15 (13.89%) Data Architect
7 13 (12.04%) Cloud Architect
8 11 (10.19%) Software Test Engineer
8 11 (10.19%) Test Engineer
9 7 (6.48%) .NET Developer
Libraries, Frameworks & Software Standards
1 33 (30.56%) Web Services
2 27 (25.00%) J2EE
2 27 (25.00%) J2SE
3 23 (21.30%) Swagger
4 17 (15.74%) Node.js
5 14 (12.96%) RESTful
6 11 (10.19%) Django
6 11 (10.19%) React
7 9 (8.33%) .NET
7 9 (8.33%) .NET Framework
7 9 (8.33%) Entity Framework
8 7 (6.48%) AngularJS
8 7 (6.48%) LINQ
9 5 (4.63%) React Native
9 5 (4.63%) Spring
10 4 (3.70%) ASP.NET Web API
10 4 (3.70%) Kafka
11 3 (2.78%) .NET Core
11 3 (2.78%) CSS
11 3 (2.78%) Elastic Stack
Miscellaneous
1 27 (25.00%) Equities
1 27 (25.00%) Fixed Income
1 27 (25.00%) Foreign Exchange (FX)
1 27 (25.00%) Reference Data
2 16 (14.81%) Algorithms
3 11 (10.19%) Mobile App
4 6 (5.56%) Greenfield Project
5 4 (3.70%) Social Media
6 3 (2.78%) Public Cloud
7 2 (1.85%) Analytical Skills
7 2 (1.85%) User Experience
8 1 (0.93%) Data Centre
8 1 (0.93%) Data Structures
8 1 (0.93%) Embedded Systems
Operating Systems
1 8 (7.41%) Android
1 8 (7.41%) Apple iOS
2 6 (5.56%) Linux
3 2 (1.85%) Red Hat Enterprise Linux
3 2 (1.85%) Windows
Processes & Methodologies
1 63 (58.33%) Agile Software Development
2 47 (43.52%) Software Engineering
3 41 (37.96%) Microservices
4 27 (25.00%) Analytics
4 27 (25.00%) Asset Management
4 27 (25.00%) Data Analytics
4 27 (25.00%) ETL
5 16 (14.81%) DevOps
6 15 (13.89%) Machine Learning
7 14 (12.96%) SDET
8 12 (11.11%) Continuous Integration
9 11 (10.19%) MVC
9 11 (10.19%) Problem-Solving
9 11 (10.19%) Unit Testing
10 10 (9.26%) Artificial Intelligence
10 10 (9.26%) Non-Functional Testing
11 9 (8.33%) Integration Testing
11 9 (8.33%) Issue Tracking
11 9 (8.33%) Test Automation
12 8 (7.41%) Project Delivery
Programming Languages
1 62 (57.41%) Java
2 48 (44.44%) Python
3 33 (30.56%) SQL
4 27 (25.00%) R
5 22 (20.37%) JavaScript
6 17 (15.74%) C#
7 11 (10.19%) Go
8 9 (8.33%) Scala
9 8 (7.41%) Kotlin
9 8 (7.41%) Ruby
10 7 (6.48%) C
10 7 (6.48%) C++
10 7 (6.48%) Java 8
11 4 (3.70%) PHP
12 3 (2.78%) Clojure
12 3 (2.78%) PowerShell
13 2 (1.85%) Bash Shell
14 1 (0.93%) Embedded C++
14 1 (0.93%) ES6
14 1 (0.93%) Perl
Qualifications
1 6 (5.56%) ISTQB
2 4 (3.70%) Degree
3 2 (1.85%) SC Cleared
3 2 (1.85%) Security Cleared
4 1 (0.93%) Computer Science Degree
4 1 (0.93%) ISEB
4 1 (0.93%) TOGAF Certification
Quality Assurance & Compliance
1 18 (16.67%) QA
System Software
1 38 (35.19%) Docker
2 15 (13.89%) HDFS
3 3 (2.78%) Virtual Machines
Systems Management
1 17 (15.74%) Kubernetes
2 15 (13.89%) Hadoop YARN
3 8 (7.41%) Terraform
4 7 (6.48%) Opscode Chef
5 5 (4.63%) Puppet
6 4 (3.70%) Ansible
7 1 (0.93%) Grafana
7 1 (0.93%) Prometheus
Vendors
1 15 (13.89%) Databricks
2 4 (3.70%) Instagram
2 4 (3.70%) Microsoft
3 3 (2.78%) Splunk
4 2 (1.85%) Oracle
4 2 (1.85%) Red Hat
5 1 (0.93%) Google