Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Scala
England > East Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 199 217 255
Rank change year-on-year +18 +38 +5
Permanent jobs citing Scala 32 41 16
As % of all permanent IT jobs advertised in the East Midlands 0.62% 0.63% 0.21%
As % of the Programming Languages category 1.08% 1.21% 0.42%
Number of salaries quoted 23 32 15
East Midlands median annual salary £51,500 £47,500 £37,000
Median salary % change year-on-year +8.42% +28.38% +48.19%
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +8.70%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for coding skills.

All Programming Languages
East Midlands
Permanent vacancies with a requirement for coding skills 2960 3401 3820
As % of all permanent IT jobs advertised in the East Midlands 56.94% 52.47% 51.12%
Number of salaries quoted 2550 2855 3278
East Midlands median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £25,000 £26,250 £22,750
90th Percentile £60,000 £57,500 £53,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Scala
Job Vacancy Trend in the East Midlands

Job postings citing Scala as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Scala in the East Midlands

Scala
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in the East Midlands.

Salary trend for Scala in the East Midlands

Scala
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Scala in the East Midlands over the 6 months to 20 November 2017.

Salary histogram for Scala in the East Midlands

Scala
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the East Midlands region over the 6 months to 20 November 2017. 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
Nottinghamshire +22 17 £50,750 +12.78% 6
Northamptonshire +24 11 £68,750 -8.33%
Leicestershire +27 2 £40,000 +33.33% 2
Scala
England

For the 6 months to 20 November 2017, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East Midlands region with a requirement for Scala.

1 26 (81.25%) Java
2 17 (53.13%) Software Engineering
3 15 (46.88%) Python
4 13 (40.63%) JavaScript
4 13 (40.63%) Agile Software Development
5 11 (34.38%) TDD
6 10 (31.25%) Scrum
6 10 (31.25%) HTML
7 9 (28.13%) C++
7 9 (28.13%) Degree
8 8 (25.00%) Finance
9 7 (21.88%) C#
9 7 (21.88%) .NET
9 7 (21.88%) CSS
9 7 (21.88%) Linux
9 7 (21.88%) Unit Testing
9 7 (21.88%) HTML5
9 7 (21.88%) BDD
9 7 (21.88%) High Availability
9 7 (21.88%) Big Data
9 7 (21.88%) Microservices
9 7 (21.88%) Apache Spark
9 7 (21.88%) SDLC
10 6 (18.75%) Analytical Skills
10 6 (18.75%) Mentoring
10 6 (18.75%) CSS3
10 6 (18.75%) Event-Driven Architecture
10 6 (18.75%) Domain-Driven Design
10 6 (18.75%) Integration Testing
10 6 (18.75%) Computer Science

Scala
Co-occurring IT Skills in the East Midlands 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 (21.88%) Apache Spark
2 2 (6.25%) JBoss
2 2 (6.25%) Tomcat
3 1 (3.13%) CICS
Cloud Services
1 5 (15.63%) Amazon AWS
2 2 (6.25%) Microsoft Azure
Communications & Networking
1 1 (3.13%) Internet
1 1 (3.13%) SAN
Database & Business Intelligence
1 7 (21.88%) Big Data
2 5 (15.63%) Hadoop
2 5 (15.63%) MySQL
3 4 (12.50%) HBase
3 4 (12.50%) NoSQL
3 4 (12.50%) PostgreSQL
3 4 (12.50%) SQL Server
4 2 (6.25%) Apache Hive
5 1 (3.13%) DB2
5 1 (3.13%) MongoDB
5 1 (3.13%) Redis
5 1 (3.13%) SQL Server Integration Services
Development Applications
1 4 (12.50%) Grunt
1 4 (12.50%) gulp
1 4 (12.50%) Subversion
2 3 (9.38%) webpack
3 2 (6.25%) Git (software)
4 1 (3.13%) Cucumber
4 1 (3.13%) JUnit
4 1 (3.13%) Mockito
4 1 (3.13%) Selenium
4 1 (3.13%) TestNG
General
1 8 (25.00%) Finance
2 5 (15.63%) Banking
3 3 (9.38%) Retail
4 2 (6.25%) Front Office
Job Titles
1 20 (62.50%) Developer
2 8 (25.00%) Java Developer
3 7 (21.88%) Architect
4 5 (15.63%) JavaScript Developer
4 5 (15.63%) Lead Developer
4 5 (15.63%) Software Developer
4 5 (15.63%) UI Developer
5 4 (12.50%) .NET Developer
5 4 (12.50%) Big Data Developer
6 3 (9.38%) Agile Developer
6 3 (9.38%) Lead Architect
6 3 (9.38%) Software Engineer
6 3 (9.38%) Solutions Architect
7 2 (6.25%) .NET Software Engineer
7 2 (6.25%) C# Software Engineer
7 2 (6.25%) Data Engineer
7 2 (6.25%) Front End Developer (Client-Side Developer)
7 2 (6.25%) Front Office Developer
8 1 (3.13%) Java Scala Developer
8 1 (3.13%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 10 (31.25%) HTML
2 7 (21.88%) .NET
2 7 (21.88%) CSS
2 7 (21.88%) HTML5
3 6 (18.75%) CSS3
4 4 (12.50%) RESTful
5 3 (9.38%) Hibernate
5 3 (9.38%) Polymer
5 3 (9.38%) Spring
5 3 (9.38%) Web Components
6 2 (6.25%) Akka
6 2 (6.25%) AngularJS
6 2 (6.25%) Java EE
6 2 (6.25%) Node.js
6 2 (6.25%) XML
7 1 (3.13%) J2EE
7 1 (3.13%) JDBC
7 1 (3.13%) JPA
7 1 (3.13%) Kafka
7 1 (3.13%) REST
Miscellaneous
1 6 (18.75%) Analytical Skills
1 6 (18.75%) Computer Science
2 5 (15.63%) Data Centre
2 5 (15.63%) Enterprise Software
3 4 (12.50%) Greenfield Project
4 2 (6.25%) Mainframe
5 1 (3.13%) DataPower
5 1 (3.13%) e-Learning
5 1 (3.13%) IBM Mainframe
5 1 (3.13%) Mobile App
5 1 (3.13%) New Media
Operating Systems
1 7 (21.88%) Linux
2 1 (3.13%) Mac OS
2 1 (3.13%) Unix
Processes & Methodologies
1 17 (53.13%) Software Engineering
2 13 (40.63%) Agile Software Development
3 11 (34.38%) TDD
4 10 (31.25%) Scrum
5 7 (21.88%) BDD
5 7 (21.88%) High Availability
5 7 (21.88%) Microservices
5 7 (21.88%) SDLC
5 7 (21.88%) Unit Testing
6 6 (18.75%) Domain-Driven Design
6 6 (18.75%) Event-Driven Architecture
6 6 (18.75%) Integration Testing
6 6 (18.75%) Mentoring
7 5 (15.63%) Continuous Integration
7 5 (15.63%) Mathematics
7 5 (15.63%) Multithreaded Programming
7 5 (15.63%) Multithreading
7 5 (15.63%) OO
7 5 (15.63%) Physics
7 5 (15.63%) SOA
Programming Languages
1 26 (81.25%) Java
2 15 (46.88%) Python
3 13 (40.63%) JavaScript
4 9 (28.13%) C++
5 7 (21.88%) C#
6 4 (12.50%) TypeScript
7 3 (9.38%) Shell Script
8 2 (6.25%) PHP
9 1 (3.13%) Bash Shell
9 1 (3.13%) ES6
9 1 (3.13%) Go
9 1 (3.13%) Ruby
9 1 (3.13%) SQL
Qualifications
1 9 (28.13%) Degree
2 3 (9.38%) Computer Science Degree
Quality Assurance & Compliance
1 3 (9.38%) QA
System Software
1 1 (3.13%) HDFS
Systems Management
1 1 (3.13%) Hadoop YARN
Vendors
1 4 (12.50%) Oracle
2 3 (9.38%) Google
2 3 (9.38%) IBM
3 1 (3.13%) Cloudera
3 1 (3.13%) Microsoft