The table below looks at the statistics for Scala skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Scala
South Wales / Cardiff
Rank 51 62 61
Rank change year-on-year
+11 -1
Permanent jobs citing Scala 13 10 7
As % of all permanent IT jobs located in Cardiff 2.28% 1.50% 1.10%
As % of the Programming Languages category 4.02% 2.85% 1.98%
Number of salaries quoted 12 9 6
Median salary £55,000 £52,500 £59,000
Median salary % change year-on-year
+4.76% -11.01%
90% offered a salary of more than £37,500 £40,000 £31,984
10% offered a salary of more than £80,000 £60,000 £63,750
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -

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

Programming Languages Category
Cardiff
Permanent IT job ads with a match in the
Programming Languages category
323 351 353
As % of all permanent IT jobs located in Cardiff 56.57% 52.78% 55.50%
Number of salaries quoted 309 297 328
Median salary £37,500 £36,000 £35,000
Median salary % change year-on-year
+4.16% +2.85%
90% offered a salary of more than £27,000 £25,000 £28,400
10% offered a salary of more than £52,500 £45,000 £50,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Scala
Jobs Demand Trend in Cardiff

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

Scala Jobs Demand Trend in Cardiff

Scala
Salary Trend in Cardiff

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

Scala Salary Trend in Cardiff

Scala
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Scala across the Cardiff region over the 3 months to 18 January 2017.

Scala Salary Histogram in Cardiff

Scala
Top 30 Related IT Skills in Cardiff

For the 6 months to 18 January 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 Cardiff region with a requirement for Scala.

1 26 (81.25%) Java
2 16 (50.00%) Python
2 16 (50.00%) QA
3 14 (43.75%) REST
4 13 (40.63%) Hadoop
4 13 (40.63%) Apache Spark
5 12 (37.50%) Big Data
5 12 (37.50%) Finance
6 11 (34.38%) SQL
6 11 (34.38%) TDD
6 11 (34.38%) NoSQL
7 10 (31.25%) Agile Software Development
7 10 (31.25%) Spring
7 10 (31.25%) SOAP
8 9 (28.13%) JUnit
8 9 (28.13%) BDD
8 9 (28.13%) Static Code Analysis
8 9 (28.13%) User Stories
9 8 (25.00%) Amazon AWS
9 8 (25.00%) MongoDB
9 8 (25.00%) Apache Cassandra
9 8 (25.00%) Software Engineering
9 8 (25.00%) Degree
10 7 (21.88%) Maven
10 7 (21.88%) Hibernate
10 7 (21.88%) HTML
10 7 (21.88%) Ant
10 7 (21.88%) JavaScript
10 7 (21.88%) HBase
10 7 (21.88%) Apache Hive

Scala
Top Related IT Skills in Cardiff 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 13 (40.63%) Apache Spark
2 7 (21.88%) Elasticsearch
3 6 (18.75%) Cloud Foundry
4 5 (15.63%) Apache Pig
4 5 (15.63%) Tomcat
5 1 (3.13%) Apache
Applications
1 2 (6.25%) MS Office
Cloud Services
1 8 (25.00%) Amazon AWS
2 6 (18.75%) Microsoft Azure
3 2 (6.25%) Cloud Computing
4 1 (3.13%) IaaS
4 1 (3.13%) PaaS
Communications & Networking
1 2 (6.25%) TCP/IP
Database & Business Intelligence
1 13 (40.63%) Hadoop
2 12 (37.50%) Big Data
3 11 (34.38%) NoSQL
4 8 (25.00%) Apache Cassandra
4 8 (25.00%) MongoDB
5 7 (21.88%) Apache Hive
5 7 (21.88%) HBase
6 6 (18.75%) Sqoop
7 4 (12.50%) Mahout
8 2 (6.25%) Pentaho
8 2 (6.25%) Riak
9 1 (3.13%) Data Lake
9 1 (3.13%) Data Warehouse
9 1 (3.13%) Oracle Database
9 1 (3.13%) Presto
9 1 (3.13%) RDBMS
9 1 (3.13%) Relational Database
Development Applications
1 9 (28.13%) JUnit
2 7 (21.88%) Ant
2 7 (21.88%) Maven
3 6 (18.75%) Selenium
4 5 (15.63%) Eclipse
4 5 (15.63%) Jenkins
5 3 (9.38%) Gradle
5 3 (9.38%) TestNG
6 2 (6.25%) Git (software)
6 2 (6.25%) Subversion
7 1 (3.13%) Cucumber
7 1 (3.13%) IntelliJ
General
1 12 (37.50%) Finance
2 5 (15.63%) Retail
3 1 (3.13%) Advertising
Job Titles
1 18 (56.25%) Developer
2 16 (50.00%) Java Developer
3 7 (21.88%) Java Engineer
3 7 (21.88%) Java Software Engineer
3 7 (21.88%) Software Engineer
4 6 (18.75%) Big Data Engineer
4 6 (18.75%) Senior Java Engineer
4 6 (18.75%) Senior Java Software Engineer
4 6 (18.75%) Senior Software Engineer
5 5 (15.63%) Java Scala Developer
5 5 (15.63%) Scala Developer
5 5 (15.63%) SQL Developer
6 4 (12.50%) Data Scientist
6 4 (12.50%) Software Developer
7 3 (9.38%) Analyst
7 3 (9.38%) Machine Learning Scientist
7 3 (9.38%) Senior Analyst
7 3 (9.38%) Senior Developer
7 3 (9.38%) Senior Java Developer
8 2 (6.25%) Data Analyst
Libraries, Frameworks & Software Standards
1 14 (43.75%) REST
2 10 (31.25%) SOAP
2 10 (31.25%) Spring
3 7 (21.88%) Hibernate
3 7 (21.88%) HTML
3 7 (21.88%) HTML5
4 6 (18.75%) RESTful
5 5 (15.63%) CSS
5 5 (15.63%) CSS3
5 5 (15.63%) J2EE
6 2 (6.25%) AngularJS
6 2 (6.25%) JSON
6 2 (6.25%) Node.js
6 2 (6.25%) Web Services
7 1 (3.13%) ELK Stack
7 1 (3.13%) Spring Boot
Miscellaneous
1 7 (21.88%) Computer Science
1 7 (21.88%) Fintech
2 4 (12.50%) Algorithms
3 2 (6.25%) Analytical Skills
Operating Systems
1 6 (18.75%) Linux
1 6 (18.75%) Unix
2 5 (15.63%) Android
Processes & Methodologies
1 11 (34.38%) TDD
2 10 (31.25%) Agile Software Development
3 9 (28.13%) BDD
3 9 (28.13%) Static Code Analysis
3 9 (28.13%) User Stories
4 8 (25.00%) Software Engineering
5 6 (18.75%) Data Analysis
6 5 (15.63%) Analytics
6 5 (15.63%) Scrum
6 5 (15.63%) Service Delivery
7 4 (12.50%) Machine Learning
7 4 (12.50%) Statistical Learning
7 4 (12.50%) Statistical Modelling
8 3 (9.38%) Functional Programming
8 3 (9.38%) Unit Testing
9 2 (6.25%) Data Governance
9 2 (6.25%) Data Management
9 2 (6.25%) Master Data Management
9 2 (6.25%) Multithreading
9 2 (6.25%) Regulatory Compliance
Programming Languages
1 26 (81.25%) Java
2 16 (50.00%) Python
3 11 (34.38%) SQL
4 7 (21.88%) JavaScript
5 6 (18.75%) Go
5 6 (18.75%) Ruby
6 5 (15.63%) Bash Shell
6 5 (15.63%) Perl
7 4 (12.50%) R
8 2 (6.25%) C
8 2 (6.25%) C#
8 2 (6.25%) C++
8 2 (6.25%) Clojure
8 2 (6.25%) Erlang
8 2 (6.25%) Haskell
Qualifications
1 8 (25.00%) Degree
2 2 (6.25%) Security Cleared
3 1 (3.13%) CISA
3 1 (3.13%) CISM
3 1 (3.13%) CISSP
Quality Assurance & Compliance
1 16 (50.00%) QA
2 1 (3.13%) ISO/IEC 27001
2 1 (3.13%) PCI DSS
System Software
1 6 (18.75%) HDFS
2 1 (3.13%) Docker
Systems Management
1 1 (3.13%) Kibana
1 1 (3.13%) logstash
Vendors
1 6 (18.75%) Cloudera
1 6 (18.75%) Hortonworks
2 2 (6.25%) Microsoft
2 2 (6.25%) Oracle