Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Scala
England > East Midlands
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 188 197 250
Rank change year-on-year +9 +53 -7
Permanent jobs citing Scala 46 59 11
As % of all permanent IT jobs advertised in the East Midlands 0.87% 0.98% 0.16%
As % of the Programming Languages category 1.43% 1.76% 0.30%
Number of salaries quoted 41 51 10
East Midlands median annual salary £52,500 £35,000 £37,000
Median salary % change year-on-year +50.00% -5.41% -38.33%
10th Percentile £38,750 £26,250 £36,550
90th Percentile £75,000 £52,500 £65,375
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% -

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 3,225 3,350 3,723
As % of all permanent IT jobs advertised in the East Midlands 61.15% 55.55% 53.93%
Number of salaries quoted 2,806 2,831 3,137
East Midlands median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £26,250 £26,250 £23,750
90th Percentile £60,000 £60,000 £53,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 18 February 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 18 February 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 +17 27 £55,000 +22.22% 4
Northamptonshire +27 9 £50,000 -20.00% 2
Derbyshire -11 5 £47,500 +18.75% 1
Leicestershire -7 2 £40,000 +14.29%
Scala
England

For the 6 months to 18 February 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 40 (86.96%) Java
2 30 (65.22%) Agile Software Development
3 24 (52.17%) Scrum
4 19 (41.30%) Big Data
4 19 (41.30%) Apache Spark
5 17 (36.96%) Hadoop
5 17 (36.96%) Finance
5 17 (36.96%) Linux
6 16 (34.78%) Multithreading
6 16 (34.78%) Analytical Skills
7 15 (32.61%) Unit Testing
7 15 (32.61%) Integration Testing
7 15 (32.61%) HBase
7 15 (32.61%) JavaScript
8 14 (30.43%) Multithreaded Programming
9 13 (28.26%) Python
9 13 (28.26%) RESTful
10 12 (26.09%) Performance Testing
10 12 (26.09%) MapReduce
11 11 (23.91%) BDD
11 11 (23.91%) Shell Script
11 11 (23.91%) HTML
11 11 (23.91%) TDD
11 11 (23.91%) Hadoop YARN
12 10 (21.74%) SQL
12 10 (21.74%) Amazon AWS
13 9 (19.57%) Computer Science
13 9 (19.57%) C++
14 8 (17.39%) CSS
14 8 (17.39%) Git (software)

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 19 (41.30%) Apache Spark
2 4 (8.70%) JBoss
2 4 (8.70%) Tomcat
3 1 (2.17%) Apache
Cloud Services
1 10 (21.74%) Amazon AWS
2 1 (2.17%) Microsoft Azure
Communications & Networking
1 1 (2.17%) Internet
1 1 (2.17%) Kerberos
1 1 (2.17%) SAN
Database & Business Intelligence
1 19 (41.30%) Big Data
2 17 (36.96%) Hadoop
3 15 (32.61%) HBase
4 5 (10.87%) PostgreSQL
5 3 (6.52%) Apache Hive
6 2 (4.35%) Impala
6 2 (4.35%) Sqoop
7 1 (2.17%) Apache Cassandra
7 1 (2.17%) Apache Kudu
7 1 (2.17%) Cloudera CDH
7 1 (2.17%) MongoDB
7 1 (2.17%) NoSQL
7 1 (2.17%) Relational Database
7 1 (2.17%) Riak
7 1 (2.17%) SQL Server
Development Applications
1 8 (17.39%) Git (software)
2 5 (10.87%) Grunt
2 5 (10.87%) gulp
2 5 (10.87%) IntelliJ
2 5 (10.87%) Jenkins
2 5 (10.87%) Subversion
3 3 (6.52%) Maven
3 3 (6.52%) webpack
4 2 (4.35%) JMeter
4 2 (4.35%) Selenium
General
1 17 (36.96%) Finance
2 5 (10.87%) Retail
3 4 (8.70%) Front Office
4 3 (6.52%) Banking
Job Titles
1 39 (84.78%) Developer
2 23 (50.00%) Java Developer
3 15 (32.61%) Big Data Developer
4 11 (23.91%) Software Developer
5 9 (19.57%) Hadoop Developer
5 9 (19.57%) Java Hadoop Developer
6 4 (8.70%) Front Office Developer
6 4 (8.70%) JavaScript Developer
6 4 (8.70%) Lead Developer
7 3 (6.52%) Java Software Developer
7 3 (6.52%) Scala Developer
7 3 (6.52%) UI Developer
8 2 (4.35%) .NET Developer
8 2 (4.35%) Architect
8 2 (4.35%) Data Engineer
8 2 (4.35%) Quality Engineer
8 2 (4.35%) Senior Developer
8 2 (4.35%) Senior Quality Engineer
8 2 (4.35%) Senior Test Engineer
8 2 (4.35%) Test Engineer
Libraries, Frameworks & Software Standards
1 13 (28.26%) RESTful
2 11 (23.91%) HTML
3 8 (17.39%) CSS
4 7 (15.22%) Hibernate
4 7 (15.22%) Spring
5 6 (13.04%) .NET
5 6 (13.04%) HTML5
6 5 (10.87%) AngularJS
6 5 (10.87%) CSS3
6 5 (10.87%) Web Services
7 4 (8.70%) Java EE
8 3 (6.52%) JPA
8 3 (6.52%) Node.js
8 3 (6.52%) Polymer
8 3 (6.52%) Web Components
9 2 (4.35%) Kafka
9 2 (4.35%) Spark Streaming
9 2 (4.35%) XML
10 1 (2.17%) Akka
Miscellaneous
1 16 (34.78%) Analytical Skills
2 9 (19.57%) Computer Science
3 3 (6.52%) Greenfield Project
3 3 (6.52%) NHS
4 1 (2.17%) Analytical Mindset
4 1 (2.17%) e-Learning
4 1 (2.17%) Mainframe
4 1 (2.17%) New Media
Operating Systems
1 17 (36.96%) Linux
2 1 (2.17%) Mac OS
2 1 (2.17%) Unix
Processes & Methodologies
1 30 (65.22%) Agile Software Development
2 24 (52.17%) Scrum
3 16 (34.78%) Multithreading
4 15 (32.61%) Integration Testing
4 15 (32.61%) Unit Testing
5 14 (30.43%) Multithreaded Programming
6 12 (26.09%) MapReduce
6 12 (26.09%) Performance Testing
7 11 (23.91%) BDD
7 11 (23.91%) TDD
8 7 (15.22%) Software Engineering
9 6 (13.04%) Microservices
10 5 (10.87%) API Design
10 5 (10.87%) SDLC
11 4 (8.70%) E-Commerce
11 4 (8.70%) Mathematics
11 4 (8.70%) Mentoring
11 4 (8.70%) Physics
12 3 (6.52%) Project Planning
12 3 (6.52%) User Stories
Programming Languages
1 40 (86.96%) Java
2 15 (32.61%) JavaScript
3 13 (28.26%) Python
4 11 (23.91%) Shell Script
5 10 (21.74%) SQL
6 9 (19.57%) C++
7 7 (15.22%) C#
8 5 (10.87%) TypeScript
9 3 (6.52%) Go
9 3 (6.52%) Groovy
9 3 (6.52%) Kotlin
9 3 (6.52%) PHP
9 3 (6.52%) Ruby
10 2 (4.35%) ES6
10 2 (4.35%) ES7
Qualifications
1 7 (15.22%) Degree
2 3 (6.52%) Computer Science Degree
Quality Assurance & Compliance
1 5 (10.87%) QA
System Software
1 5 (10.87%) Docker
2 1 (2.17%) Apache Flume
2 1 (2.17%) Apache ZooKeeper
Systems Management
1 11 (23.91%) Hadoop YARN
2 1 (2.17%) Ansible
2 1 (2.17%) Oozie
2 1 (2.17%) Opscode Chef
2 1 (2.17%) Puppet
Vendors
1 3 (6.52%) Google
2 2 (4.35%) Cloudera
3 1 (2.17%) SaltStack