The table below looks at the statistics for Scala skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Scala
UK / Wales
Rank 88 95 101
Rank change year-on-year
+7 +6
Permanent jobs citing Scala 9 14 11
As % of all permanent IT jobs located in Wales 0.84% 1.03% 0.80%
As % of the Programming Languages category 1.50% 2.05% 1.46%
Number of salaries quoted 8 13 9
Median salary £52,500 £52,500 £60,000
Median salary % change year-on-year
- -12.50%
90% offered a salary of more than £36,000 £35,500 £28,100
10% offered a salary of more than £80,000 £58,500 £65,000
UK excluding London median salary £50,500 £50,000 £50,000
% change year-on-year
+1.00% -

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Wales region.

Programming Languages Category
Wales
Permanent IT job ads with a match in the
Programming Languages category
601 683 754
As % of all permanent IT jobs located in Wales 56.17% 50.18% 54.64%
Number of salaries quoted 521 586 646
Median salary £37,500 £36,500 £35,000
Median salary % change year-on-year
+2.73% +4.28%
90% offered a salary of more than £27,000 £25,000 £29,000
10% offered a salary of more than £50,000 £47,500 £50,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Scala
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales region citing Scala as a proportion of all IT jobs with a match in the Programming Languages category.

Scala Jobs Demand Trend in Wales

Scala
Salary Trend in Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala across the Wales region.

Scala Salary Trend in Wales

Scala
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Scala across the Wales region over the 3 months to 19 February 2017.

Scala Salary Histogram in Wales

Scala
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Wales region over the 3 months to 19 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +15 9 £52,500 - 2
Scala
UK

Scala
Top 30 Related IT Skills in Wales

For the 6 months to 19 February 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 Wales region with a requirement for Scala.

1 24 (80.00%) Java
2 18 (60.00%) Python
3 12 (40.00%) TDD
4 11 (36.67%) QA
4 11 (36.67%) REST
4 11 (36.67%) Apache Spark
5 10 (33.33%) NoSQL
5 10 (33.33%) Big Data
5 10 (33.33%) Hadoop
5 10 (33.33%) Agile Software Development
5 10 (33.33%) Software Engineering
6 9 (30.00%) Degree
7 8 (26.67%) Amazon AWS
7 8 (26.67%) BDD
7 8 (26.67%) MongoDB
7 8 (26.67%) Apache Cassandra
7 8 (26.67%) Finance
7 8 (26.67%) Spring
8 7 (23.33%) Ruby
8 7 (23.33%) JavaScript
8 7 (23.33%) HTML
8 7 (23.33%) Unix
8 7 (23.33%) HTML5
8 7 (23.33%) Selenium
8 7 (23.33%) Computer Science
8 7 (23.33%) HBase
8 7 (23.33%) Elasticsearch
8 7 (23.33%) Sqoop
8 7 (23.33%) HDFS
9 6 (20.00%) Cloud Foundry

Scala
Top Related IT Skills in Wales 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 11 (36.67%) Apache Spark
2 7 (23.33%) Elasticsearch
3 6 (20.00%) Cloud Foundry
4 5 (16.67%) Tomcat
5 4 (13.33%) Apache Pig
6 1 (3.33%) Apache
6 1 (3.33%) OpenROAD
6 1 (3.33%) OpenStack
Cloud Services
1 8 (26.67%) Amazon AWS
2 6 (20.00%) Microsoft Azure
3 2 (6.67%) IaaS
3 2 (6.67%) PaaS
Communications & Networking
1 2 (6.67%) TCP/IP
Database & Business Intelligence
1 10 (33.33%) Big Data
1 10 (33.33%) Hadoop
1 10 (33.33%) NoSQL
2 8 (26.67%) Apache Cassandra
2 8 (26.67%) MongoDB
3 7 (23.33%) HBase
3 7 (23.33%) Sqoop
4 5 (16.67%) Apache Hive
5 3 (10.00%) Mahout
6 2 (6.67%) Riak
7 1 (3.33%) Data Lake
7 1 (3.33%) Data Warehouse
7 1 (3.33%) Ingres
7 1 (3.33%) Oracle Database
7 1 (3.33%) PostgreSQL
7 1 (3.33%) Presto
7 1 (3.33%) RDBMS
7 1 (3.33%) Relational Database
7 1 (3.33%) SQL Server
Development Applications
1 7 (23.33%) Selenium
2 6 (20.00%) Ant
2 6 (20.00%) Maven
3 5 (16.67%) Eclipse
3 5 (16.67%) Jenkins
3 5 (16.67%) JUnit
4 2 (6.67%) Gradle
5 1 (3.33%) Git (software)
5 1 (3.33%) IntelliJ
5 1 (3.33%) JMeter
5 1 (3.33%) Subversion
5 1 (3.33%) TestNG
5 1 (3.33%) Visual Studio
General
1 8 (26.67%) Finance
2 5 (16.67%) Retail
3 1 (3.33%) Advertising
Job Titles
1 16 (53.33%) Developer
2 12 (40.00%) Java Developer
3 9 (30.00%) Software Engineer
4 7 (23.33%) Java Engineer
4 7 (23.33%) Java Software Engineer
5 6 (20.00%) Big Data Engineer
5 6 (20.00%) Senior Java Engineer
5 6 (20.00%) Senior Java Software Engineer
5 6 (20.00%) Senior Software Engineer
6 4 (13.33%) Software Developer
7 3 (10.00%) Data Scientist
7 3 (10.00%) Java Scala Developer
7 3 (10.00%) Machine Learning Scientist
7 3 (10.00%) Scala Developer
8 2 (6.67%) Erlang Developer
8 2 (6.67%) Java Software Developer
8 2 (6.67%) Senior Developer
8 2 (6.67%) Senior Java Developer
8 2 (6.67%) SQL Developer
9 1 (3.33%) Security Risk Analyst
Libraries, Frameworks & Software Standards
1 11 (36.67%) REST
2 8 (26.67%) Spring
3 7 (23.33%) HTML
3 7 (23.33%) HTML5
4 6 (20.00%) Hibernate
4 6 (20.00%) RESTful
4 6 (20.00%) SOAP
5 5 (16.67%) CSS
5 5 (16.67%) CSS3
5 5 (16.67%) J2EE
6 2 (6.67%) .NET
6 2 (6.67%) AngularJS
6 2 (6.67%) JSON
6 2 (6.67%) Node.js
7 1 (3.33%) Elastic Stack
7 1 (3.33%) Middleware
7 1 (3.33%) Web Services
Miscellaneous
1 7 (23.33%) Computer Science
2 5 (16.67%) Fintech
3 3 (10.00%) Algorithms
4 1 (3.33%) Enterprise Software
4 1 (3.33%) NHS
Operating Systems
1 7 (23.33%) Unix
2 6 (20.00%) Linux
3 5 (16.67%) Android
Processes & Methodologies
1 12 (40.00%) TDD
2 10 (33.33%) Agile Software Development
2 10 (33.33%) Software Engineering
3 8 (26.67%) BDD
4 5 (16.67%) Data Analysis
4 5 (16.67%) Scrum
4 5 (16.67%) Service Delivery
4 5 (16.67%) Static Code Analysis
4 5 (16.67%) User Stories
5 4 (13.33%) Analytics
6 3 (10.00%) Functional Programming
6 3 (10.00%) Machine Learning
6 3 (10.00%) Statistical Learning
6 3 (10.00%) Statistical Modelling
7 2 (6.67%) Multithreading
8 1 (3.33%) Coaching
8 1 (3.33%) Cybersecurity
8 1 (3.33%) Data Architecture
8 1 (3.33%) Mentoring
8 1 (3.33%) SDLC
Programming Languages
1 24 (80.00%) Java
2 18 (60.00%) Python
3 7 (23.33%) JavaScript
3 7 (23.33%) Ruby
4 6 (20.00%) Go
5 5 (16.67%) Bash Shell
5 5 (16.67%) Perl
5 5 (16.67%) SQL
6 3 (10.00%) Clojure
6 3 (10.00%) R
7 2 (6.67%) C
7 2 (6.67%) C++
7 2 (6.67%) Erlang
7 2 (6.67%) Haskell
8 1 (3.33%) C#
Qualifications
1 9 (30.00%) Degree
2 2 (6.67%) Security Cleared
3 1 (3.33%) CISA
3 1 (3.33%) CISM
3 1 (3.33%) CISSP
Quality Assurance & Compliance
1 11 (36.67%) QA
2 1 (3.33%) ISO/IEC 27001
2 1 (3.33%) PCI DSS
System Software
1 7 (23.33%) HDFS
Systems Management
1 1 (3.33%) Kibana
1 1 (3.33%) logstash
Vendors
1 6 (20.00%) Cloudera
1 6 (20.00%) Hortonworks
2 3 (10.00%) Oracle