Period
to 25 September 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 25 September 2017 with a comparison to the same period in the previous 2 years.

Scala
England > East Midlands
6 months to
25 Sep 2017
Same period 2016 Same period 2015
Rank 197 227 258
Rank change year-on-year +30 +31 +20
Permanent jobs citing Scala 29 39 19
As % of all permanent IT jobs advertised in the East Midlands 0.57% 0.61% 0.25%
As % of the Programming Languages category 1.05% 1.17% 0.50%
Number of salaries quoted 21 23 18
East Midlands median annual salary £45,750 £45,000 £40,000
Median salary % change year-on-year +1.67% +12.50% -11.11%
10th Percentile £30,000 £26,750 £37,000
90th Percentile £68,750 £75,000 £77,750
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +4.17%

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 2767 3339 3794
As % of all permanent IT jobs advertised in the East Midlands 54.04% 52.23% 50.05%
Number of salaries quoted 2398 2797 3289
East Midlands median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £25,000 £25,500 £23,000
90th Percentile £60,000 £55,000 £53,750
England median annual salary £49,000 £47,500 £45,000
% change year-on-year +3.16% +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 25 September 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 25 September 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
Northamptonshire -4 10 £66,250 -11.67%
Nottinghamshire +5 9 £47,500 +5.56%
Derbyshire +10 6 £30,000 -36.84%
Leicestershire +25 3 £50,000 +66.67%
Scala
England

For the 6 months to 25 September 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 27 (93.10%) Java
2 17 (58.62%) Python
3 15 (51.72%) Agile Software Development
4 14 (48.28%) Software Engineering
5 13 (44.83%) Scrum
5 13 (44.83%) C#
6 10 (34.48%) C++
6 10 (34.48%) JavaScript
6 10 (34.48%) Degree
6 10 (34.48%) Computer Science
6 10 (34.48%) Open Source
7 9 (31.03%) TDD
8 8 (27.59%) High Availability
8 8 (27.59%) Big Data
8 8 (27.59%) Microservices
8 8 (27.59%) Apache Spark
9 7 (24.14%) Computer Science Degree
9 7 (24.14%) Event-Driven Architecture
9 7 (24.14%) Domain-Driven Design
10 6 (20.69%) Test Automation
10 6 (20.69%) GitHub
10 6 (20.69%) R
10 6 (20.69%) Enterprise Software
10 6 (20.69%) SOA
10 6 (20.69%) MySQL
10 6 (20.69%) SQL
10 6 (20.69%) Finance
10 6 (20.69%) Data Centre
11 5 (17.24%) IT Strategy
11 5 (17.24%) OO

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 8 (27.59%) Apache Spark
2 1 (3.45%) CICS
Cloud Services
1 6 (20.69%) GitHub
2 2 (6.90%) Amazon AWS
2 2 (6.90%) Microsoft Azure
Communications & Networking
1 1 (3.45%) SAN
Database & Business Intelligence
1 8 (27.59%) Big Data
2 6 (20.69%) MySQL
3 4 (13.79%) NoSQL
3 4 (13.79%) PostgreSQL
3 4 (13.79%) SQL Server
4 2 (6.90%) Hadoop
4 2 (6.90%) HBase
4 2 (6.90%) MongoDB
5 1 (3.45%) Apache Hive
5 1 (3.45%) DB2
5 1 (3.45%) Redis
5 1 (3.45%) SQL Server Integration Services
Development Applications
1 5 (17.24%) Selenium
2 3 (10.34%) Cucumber
3 2 (6.90%) Appium
3 2 (6.90%) Atlassian Bamboo
3 2 (6.90%) Buildbot
3 2 (6.90%) Jenkins
3 2 (6.90%) QUnit
3 2 (6.90%) Ranorex
3 2 (6.90%) SoapUI
4 1 (3.45%) JUnit
4 1 (3.45%) Mockito
4 1 (3.45%) Protractor
4 1 (3.45%) TestNG
General
1 6 (20.69%) Finance
2 3 (10.34%) Banking
3 2 (6.90%) Retail
Job Titles
1 18 (62.07%) Developer
2 8 (27.59%) Architect
3 6 (20.69%) Graduate
3 6 (20.69%) Graduate Developer
3 6 (20.69%) Junior
3 6 (20.69%) Junior Developer
4 4 (13.79%) Solutions Architect
5 3 (10.34%) .NET Developer
5 3 (10.34%) Agile Developer
5 3 (10.34%) Front End Developer (Client-Side Developer)
5 3 (10.34%) Java Developer
5 3 (10.34%) JavaScript Developer
5 3 (10.34%) Lead Architect
5 3 (10.34%) Senior Developer
5 3 (10.34%) Software Developer
6 2 (6.90%) Big Data Developer
6 2 (6.90%) C# Software Engineer
6 2 (6.90%) Consultant
6 2 (6.90%) Software Engineer
6 2 (6.90%) UI Developer
Libraries, Frameworks & Software Standards
1 5 (17.24%) .NET
1 5 (17.24%) HTML
1 5 (17.24%) HTML5
2 4 (13.79%) CSS
2 4 (13.79%) CSS3
3 3 (10.34%) AngularJS
4 2 (6.90%) Backbone.js
4 2 (6.90%) Ember.js
4 2 (6.90%) Node.js
4 2 (6.90%) React
5 1 (3.45%) Akka
5 1 (3.45%) Dropwizard
5 1 (3.45%) Hibernate
5 1 (3.45%) J2EE
5 1 (3.45%) JDBC
5 1 (3.45%) JPA
5 1 (3.45%) JSF
5 1 (3.45%) REST
5 1 (3.45%) Spring
5 1 (3.45%) Spring Boot
Miscellaneous
1 10 (34.48%) Computer Science
2 6 (20.69%) Data Centre
2 6 (20.69%) Enterprise Software
3 2 (6.90%) Greenfield Project
3 2 (6.90%) Mainframe
3 2 (6.90%) Mobile App
4 1 (3.45%) Analytical Skills
4 1 (3.45%) DataPower
4 1 (3.45%) IBM Mainframe
Operating Systems
1 1 (3.45%) Linux
Processes & Methodologies
1 15 (51.72%) Agile Software Development
2 14 (48.28%) Software Engineering
3 13 (44.83%) Scrum
4 10 (34.48%) Open Source
5 9 (31.03%) TDD
6 8 (27.59%) High Availability
6 8 (27.59%) Microservices
7 7 (24.14%) Domain-Driven Design
7 7 (24.14%) Event-Driven Architecture
8 6 (20.69%) SOA
8 6 (20.69%) Test Automation
9 5 (17.24%) Continuous Integration
9 5 (17.24%) IT Strategy
9 5 (17.24%) OO
10 4 (13.79%) Analytics
10 4 (13.79%) BDD
10 4 (13.79%) Performance Testing
10 4 (13.79%) Risk Management
11 3 (10.34%) Migration
11 3 (10.34%) Unit Testing
Programming Languages
1 27 (93.10%) Java
2 17 (58.62%) Python
3 13 (44.83%) C#
4 10 (34.48%) C++
4 10 (34.48%) JavaScript
5 6 (20.69%) R
5 6 (20.69%) SQL
6 3 (10.34%) C
6 3 (10.34%) PHP
7 2 (6.90%) Ruby
7 2 (6.90%) Shell Script
8 1 (3.45%) Bash Shell
Qualifications
1 10 (34.48%) Degree
2 7 (24.14%) Computer Science Degree
Quality Assurance & Compliance
1 1 (3.45%) QA
System Software
1 1 (3.45%) HDFS
Vendors
1 4 (13.79%) Oracle
2 3 (10.34%) IBM
3 1 (3.45%) Microsoft