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 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Scala
Rank 85 98 95
Rank change year-on-year
+13 -3
Permanent jobs citing Scala 21 9 9
As % of all permanent IT jobs located in Wales 1.62% 0.68% 0.70%
As % of the Programming Languages category 2.95% 1.33% 1.35%
Number of salaries quoted 18 8 3
Median salary £68,750 £40,000 £30,829
Median salary % change year-on-year
+71.87% +29.75%
90% offered a salary of more than £41,250 £40,000 £29,458
10% offered a salary of more than £80,000 £60,000 £32,677
UK excluding London median salary £52,500 £50,250 £40,000
% change year-on-year
+4.47% +25.62%
Scala
UK

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
712 678 665
As % of all permanent IT jobs located in Wales 55.07% 51.56% 51.87%
Number of salaries quoted 642 571 572
Median salary £40,000 £35,000 £35,000
Median salary % change year-on-year
+14.28% -
90% offered a salary of more than £26,000 £26,500 £26,535
10% offered a salary of more than £52,500 £45,000 £45,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 2 December 2016.

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 2 December 2016. 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
(Click see detailed
statistics and trends)
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 +11 21 £68,750 +71.87%
Scala
UK

Scala
Top 30 Related IT Skills in Wales

For the 6 months to 2 December 2016, 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 27 (81.82%) Java
2 18 (54.55%) QA
3 15 (45.45%) Python
4 14 (42.42%) Hadoop
4 14 (42.42%) Apache Spark
5 13 (39.39%) REST
5 13 (39.39%) Big Data
5 13 (39.39%) Finance
5 13 (39.39%) SQL
6 11 (33.33%) SOAP
6 11 (33.33%) NoSQL
7 10 (30.30%) Static Code Analysis
7 10 (30.30%) User Stories
7 10 (30.30%) JUnit
8 9 (27.27%) TDD
8 9 (27.27%) Software Engineering
8 9 (27.27%) BDD
8 9 (27.27%) Amazon AWS
9 8 (24.24%) Apache Hive
9 8 (24.24%) MongoDB
9 8 (24.24%) Apache Cassandra
9 8 (24.24%) Spring
9 8 (24.24%) Degree
9 8 (24.24%) Agile Software Development
9 8 (24.24%) Fintech
10 7 (21.21%) Elasticsearch
10 7 (21.21%) HBase
11 6 (18.18%) Hortonworks
11 6 (18.18%) Cloudera
11 6 (18.18%) Go

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 14 (42.42%) Apache Spark
2 7 (21.21%) Elasticsearch
3 6 (18.18%) Cloud Foundry
4 5 (15.15%) Apache Pig
5 3 (9.09%) Tomcat
6 1 (3.03%) Apache
6 1 (3.03%) OpenStack
Applications
1 3 (9.09%) MS Office
Cloud Services
1 9 (27.27%) Amazon AWS
2 6 (18.18%) Microsoft Azure
3 3 (9.09%) Cloud Computing
4 1 (3.03%) IaaS
4 1 (3.03%) PaaS
Communications & Networking
1 2 (6.06%) TCP/IP
Database & Business Intelligence
1 14 (42.42%) Hadoop
2 13 (39.39%) Big Data
3 11 (33.33%) NoSQL
4 8 (24.24%) Apache Cassandra
4 8 (24.24%) Apache Hive
4 8 (24.24%) MongoDB
5 7 (21.21%) HBase
6 6 (18.18%) Sqoop
7 4 (12.12%) Mahout
8 3 (9.09%) Pentaho
9 2 (6.06%) Riak
10 1 (3.03%) Data Lake
10 1 (3.03%) Data Warehouse
10 1 (3.03%) Oracle Database
10 1 (3.03%) Presto
10 1 (3.03%) RDBMS
10 1 (3.03%) Relational Database
Development Applications
1 10 (30.30%) JUnit
2 6 (18.18%) Selenium
3 5 (15.15%) Ant
3 5 (15.15%) Maven
4 3 (9.09%) Eclipse
4 3 (9.09%) Gradle
4 3 (9.09%) Jenkins
4 3 (9.09%) TestNG
5 2 (6.06%) Git (software)
5 2 (6.06%) Subversion
6 1 (3.03%) Cucumber
6 1 (3.03%) IntelliJ
General
1 13 (39.39%) Finance
2 3 (9.09%) Retail
3 1 (3.03%) Advertising
Job Titles
1 17 (51.52%) Developer
2 15 (45.45%) Java Developer
3 8 (24.24%) Software Engineer
4 7 (21.21%) Java Engineer
4 7 (21.21%) Java Software Engineer
5 6 (18.18%) Big Data Engineer
5 6 (18.18%) Java Scala Developer
5 6 (18.18%) Scala Developer
5 6 (18.18%) Senior Java Engineer
5 6 (18.18%) Senior Java Software Engineer
5 6 (18.18%) Senior Software Engineer
5 6 (18.18%) SQL Developer
6 4 (12.12%) Analyst
6 4 (12.12%) Data Scientist
6 4 (12.12%) Senior Analyst
6 4 (12.12%) Software Developer
7 3 (9.09%) Big Data Analyst
7 3 (9.09%) Data Analyst
7 3 (9.09%) Senior Developer
7 3 (9.09%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 13 (39.39%) REST
2 11 (33.33%) SOAP
3 8 (24.24%) Spring
4 5 (15.15%) Hibernate
4 5 (15.15%) HTML
4 5 (15.15%) HTML5
5 4 (12.12%) RESTful
6 3 (9.09%) CSS
6 3 (9.09%) CSS3
6 3 (9.09%) J2EE
7 2 (6.06%) AngularJS
7 2 (6.06%) JSON
7 2 (6.06%) Node.js
7 2 (6.06%) Web Services
8 1 (3.03%) ELK Stack
8 1 (3.03%) Spring Boot
Miscellaneous
1 8 (24.24%) Fintech
2 6 (18.18%) Computer Science
3 4 (12.12%) Algorithms
4 3 (9.09%) Analytical Skills
Operating Systems
1 4 (12.12%) Linux
1 4 (12.12%) Unix
2 3 (9.09%) Android
Processes & Methodologies
1 10 (30.30%) Static Code Analysis
1 10 (30.30%) User Stories
2 9 (27.27%) BDD
2 9 (27.27%) Software Engineering
2 9 (27.27%) TDD
3 8 (24.24%) Agile Software Development
4 6 (18.18%) Data Analysis
5 5 (15.15%) Analytics
6 4 (12.12%) Machine Learning
6 4 (12.12%) Statistical Learning
6 4 (12.12%) Statistical Modelling
7 3 (9.09%) Business Intelligence
7 3 (9.09%) Data Governance
7 3 (9.09%) Data Management
7 3 (9.09%) Functional Programming
7 3 (9.09%) Master Data Management
7 3 (9.09%) Regulatory Compliance
7 3 (9.09%) Scrum
7 3 (9.09%) Service Delivery
7 3 (9.09%) Unit Testing
Programming Languages
1 27 (81.82%) Java
2 15 (45.45%) Python
3 13 (39.39%) SQL
4 6 (18.18%) Go
4 6 (18.18%) Ruby
5 5 (15.15%) JavaScript
6 4 (12.12%) R
7 3 (9.09%) Bash Shell
7 3 (9.09%) C#
7 3 (9.09%) Perl
8 2 (6.06%) C
8 2 (6.06%) C++
8 2 (6.06%) Clojure
8 2 (6.06%) Erlang
8 2 (6.06%) Haskell
Qualifications
1 8 (24.24%) Degree
2 2 (6.06%) Security Cleared
3 1 (3.03%) CISA
3 1 (3.03%) CISM
3 1 (3.03%) CISSP
Quality Assurance & Compliance
1 18 (54.55%) QA
2 1 (3.03%) ISO/IEC 27001
2 1 (3.03%) PCI DSS
System Software
1 6 (18.18%) HDFS
2 1 (3.03%) Docker
Systems Management
1 1 (3.03%) Kibana
1 1 (3.03%) logstash
Vendors
1 6 (18.18%) Cloudera
1 6 (18.18%) Hortonworks
2 3 (9.09%) Microsoft
3 2 (6.06%) Oracle