Period
to 24 June 2018

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 24 June 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East Midlands
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 196 175 235
Rank change year-on-year -21 +60 +28
Permanent jobs citing Scala 33 61 23
As % of all permanent IT jobs advertised in the East Midlands 0.63% 1.10% 0.36%
As % of the Programming Languages category 1.05% 1.97% 0.68%
Number of salaries quoted 27 47 8
East Midlands median annual salary £55,000 £35,000 £70,000
Median salary % change year-on-year +57.14% -50.00% -
10th Percentile £43,750 £26,250 £44,575
90th Percentile £85,250 £51,225 £75,000
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +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 3,131 3,102 3,402
As % of all permanent IT jobs advertised in the East Midlands 60.13% 55.78% 52.69%
Number of salaries quoted 2,708 2,663 2,855
East Midlands median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - -
10th Percentile £26,250 £25,000 £23,750
90th Percentile £58,750 £57,500 £55,000
England median annual salary £50,000 £47,500 £47,500
% 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 24 June 2018.

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 24 June 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
Nottinghamshire +10 16 £55,000 +34.15% 1
Northamptonshire -12 9 £50,000 +9.29%
Derbyshire -14 5 £47,500 +58.33%
Scala
England

For the 6 months to 24 June 2018, IT jobs citing Scala 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 East Midlands region with a requirement for Scala.

1 32 (96.97%) Java
2 19 (57.58%) Agile Software Development
3 16 (48.48%) Scrum
3 16 (48.48%) Hadoop
3 16 (48.48%) Big Data
3 16 (48.48%) Apache Spark
4 13 (39.39%) SQL
5 12 (36.36%) Finance
6 11 (33.33%) HBase
7 10 (30.30%) Analytical Skills
8 9 (27.27%) Multithreading
8 9 (27.27%) PostgreSQL
8 9 (27.27%) TDD
8 9 (27.27%) Python
9 8 (24.24%) JavaScript
9 8 (24.24%) Hadoop YARN
10 7 (21.21%) C#
10 7 (21.21%) C++
10 7 (21.21%) Unit Testing
10 7 (21.21%) RESTful
10 7 (21.21%) Amazon AWS
11 6 (18.18%) BDD
11 6 (18.18%) MapReduce
11 6 (18.18%) Jenkins
11 6 (18.18%) Git (software)
11 6 (18.18%) Integration Testing
11 6 (18.18%) Performance Testing
11 6 (18.18%) Spring
11 6 (18.18%) Shell Script
11 6 (18.18%) Hibernate

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 16 (48.48%) Apache Spark
2 4 (12.12%) JBoss
2 4 (12.12%) Tomcat
3 3 (9.09%) SAS
4 1 (3.03%) BizTalk Server
Cloud Services
1 7 (21.21%) Amazon AWS
2 3 (9.09%) Microsoft Azure
3 2 (6.06%) Google Cloud Platform
3 2 (6.06%) IBM Cloud
4 1 (3.03%) G Suite
4 1 (3.03%) GitHub
4 1 (3.03%) Office 365
4 1 (3.03%) Slack
Communications & Networking
1 2 (6.06%) Kerberos
2 1 (3.03%) TCP/IP
Database & Business Intelligence
1 16 (48.48%) Big Data
1 16 (48.48%) Hadoop
2 11 (33.33%) HBase
3 9 (27.27%) PostgreSQL
4 5 (15.15%) SQL Server
5 4 (12.12%) Apache Hive
5 4 (12.12%) Data Warehouse
5 4 (12.12%) MySQL
5 4 (12.12%) NoSQL
6 2 (6.06%) BigQuery
6 2 (6.06%) Enterprise Data Warehouse
6 2 (6.06%) Impala
6 2 (6.06%) Pentaho
6 2 (6.06%) Relational Database
6 2 (6.06%) Sqoop
6 2 (6.06%) Star Schema
7 1 (3.03%) Apache Cassandra
7 1 (3.03%) KNIME
7 1 (3.03%) MongoDB
7 1 (3.03%) Power BI
Development Applications
1 6 (18.18%) Git (software)
1 6 (18.18%) Jenkins
2 5 (15.15%) IntelliJ
3 2 (6.06%) Maven
4 1 (3.03%) Appium
4 1 (3.03%) Atlassian Bamboo
4 1 (3.03%) Buildbot
4 1 (3.03%) Cucumber
4 1 (3.03%) Gatling
4 1 (3.03%) JMeter
4 1 (3.03%) LoadRunner
4 1 (3.03%) NeoLoad
4 1 (3.03%) NUnit
4 1 (3.03%) Ranorex
4 1 (3.03%) Selenium
4 1 (3.03%) SoapUI
4 1 (3.03%) SpecFlow
4 1 (3.03%) Team Foundation Server
4 1 (3.03%) WebDriver
General
1 12 (36.36%) Finance
2 5 (15.15%) Retail
3 4 (12.12%) Front Office
Job Titles
1 24 (72.73%) Developer
2 16 (48.48%) Java Developer
3 10 (30.30%) Big Data Developer
4 9 (27.27%) Hadoop Developer
4 9 (27.27%) Java Hadoop Developer
5 7 (21.21%) Software Developer
6 4 (12.12%) .NET Software Engineer
6 4 (12.12%) Front Office Developer
6 4 (12.12%) Software Engineer
7 2 (6.06%) Apache Spark Developer
7 2 (6.06%) Architect
7 2 (6.06%) Enterprise Architect
7 2 (6.06%) Java Scala Developer
7 2 (6.06%) Scala Developer
8 1 (3.03%) C# Developer
8 1 (3.03%) C# Software Engineer
8 1 (3.03%) Developer in Test
8 1 (3.03%) Head of Data Architecture
8 1 (3.03%) Senior Developer
8 1 (3.03%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 7 (21.21%) RESTful
2 6 (18.18%) .NET
2 6 (18.18%) Hibernate
2 6 (18.18%) Spring
3 5 (15.15%) Vert.x
3 5 (15.15%) Web Services
4 4 (12.12%) Java EE
5 3 (9.09%) Kafka
6 2 (6.06%) AngularJS
6 2 (6.06%) JPA
6 2 (6.06%) JSON
6 2 (6.06%) Spark Streaming
6 2 (6.06%) XML
7 1 (3.03%) ASP.NET
7 1 (3.03%) Middleware
Miscellaneous
1 10 (30.30%) Analytical Skills
2 5 (15.15%) Computer Science
3 2 (6.06%) NHS
4 1 (3.03%) Algorithms
4 1 (3.03%) Equities
4 1 (3.03%) Fintech
4 1 (3.03%) Fixed Income
4 1 (3.03%) Foreign Exchange (FX)
Operating Systems
1 6 (18.18%) Linux
Processes & Methodologies
1 19 (57.58%) Agile Software Development
2 16 (48.48%) Scrum
3 9 (27.27%) Multithreading
3 9 (27.27%) TDD
4 7 (21.21%) Unit Testing
5 6 (18.18%) BDD
5 6 (18.18%) Integration Testing
5 6 (18.18%) MapReduce
5 6 (18.18%) Multithreaded Programming
5 6 (18.18%) Performance Testing
6 5 (15.15%) API Design
6 5 (15.15%) Microservices
6 5 (15.15%) Software Engineering
7 4 (12.12%) Continuous Integration
7 4 (12.12%) Data Engineering
7 4 (12.12%) Decision-Making
7 4 (12.12%) E-Commerce
7 4 (12.12%) Migration
7 4 (12.12%) Problem-Solving
7 4 (12.12%) Visualisation
Programming Languages
1 32 (96.97%) Java
2 13 (39.39%) SQL
3 9 (27.27%) Python
4 8 (24.24%) JavaScript
5 7 (21.21%) C#
5 7 (21.21%) C++
6 6 (18.18%) Shell Script
7 2 (6.06%) C
7 2 (6.06%) Groovy
7 2 (6.06%) Kotlin
7 2 (6.06%) VBA
8 1 (3.03%) Java 8
8 1 (3.03%) PHP
8 1 (3.03%) Ruby
8 1 (3.03%) T-SQL
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
System Software
1 5 (15.15%) Docker
2 2 (6.06%) Apache Flume
2 2 (6.06%) Apache ZooKeeper
Systems Management
1 8 (24.24%) Hadoop YARN
2 2 (6.06%) Oozie
3 1 (3.03%) Ansible
3 1 (3.03%) Opscode Chef
3 1 (3.03%) Puppet
Vendors
1 5 (15.15%) Oracle
2 3 (9.09%) Google
3 2 (6.06%) Cloudera
3 2 (6.06%) Informatica
3 2 (6.06%) MapR
3 2 (6.06%) Microsoft
3 2 (6.06%) Talend
4 1 (3.03%) Alteryx
4 1 (3.03%) IBM
4 1 (3.03%) SaltStack
4 1 (3.03%) Tableau