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

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Scala
UK / Scotland
Rank 117 140 154
Rank change year-on-year
+23 +14
Permanent jobs citing Scala 14 15 3
As % of all permanent IT jobs located in Scotland 0.62% 0.51% 0.10%
As % of the Programming Languages category 1.06% 0.99% 0.19%
Number of salaries quoted 13 13 3
Median salary £50,000 £50,000 £55,000
Median salary % change year-on-year
- -9.09%
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 Scotland region.

Programming Languages Category
Scotland
Permanent IT job ads with a match in the
Programming Languages category
1326 1509 1564
As % of all permanent IT jobs located in Scotland 58.85% 50.88% 52.38%
Number of salaries quoted 820 971 1085
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,500 £30,000 £28,000
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Scala
Jobs Demand Trend in Scotland

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

Scala Jobs Demand Trend in Scotland

Scala
Salary Trend in Scotland

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

Scala Salary Trend in Scotland

Scala
Salary Histogram in Scotland

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

Scala Salary Histogram in Scotland

Scala
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Scotland region over the 3 months to 19 January 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
Glasgow +30 11 £50,000 +66.66%
Edinburgh 0 3 £85,000 +70.00% 2
Scala
UK

Scala
Top 30 Related IT Skills in Scotland

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

1 21 (80.77%) Agile Software Development
2 19 (73.08%) Java
3 13 (50.00%) SQL
3 13 (50.00%) Python
4 11 (42.31%) Finance
5 9 (34.62%) Clojure
5 9 (34.62%) Apache Spark
6 8 (30.77%) SDLC
6 8 (30.77%) Hadoop
6 8 (30.77%) Amazon AWS
6 8 (30.77%) HTML
7 7 (26.92%) JIRA
7 7 (26.92%) DevOps
8 6 (23.08%) Jenkins
8 6 (23.08%) Enterprise Software
8 6 (23.08%) MongoDB
8 6 (23.08%) Continuous Integration
8 6 (23.08%) Tableau
8 6 (23.08%) Git (software)
8 6 (23.08%) OO
9 5 (19.23%) CSS
9 5 (19.23%) JavaScript
9 5 (19.23%) Data Analysis
9 5 (19.23%) Software Engineering
9 5 (19.23%) Big Data
9 5 (19.23%) D3.js
9 5 (19.23%) Data Visualisation
9 5 (19.23%) Visualisation
9 5 (19.23%) Analytical Skills
10 4 (15.38%) Confluence

Scala
Top Related IT Skills in Scotland 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 9 (34.62%) Apache Spark
2 4 (15.38%) Confluence
2 4 (15.38%) SAS
3 2 (7.69%) Tomcat
Applications
1 2 (7.69%) MS Excel
1 2 (7.69%) Stata
Cloud Services
1 8 (30.77%) Amazon AWS
2 1 (3.85%) Amazon EMR
2 1 (3.85%) GitHub
Database & Business Intelligence
1 8 (30.77%) Hadoop
2 6 (23.08%) MongoDB
3 5 (19.23%) Big Data
4 4 (15.38%) Data Mining
4 4 (15.38%) PostgreSQL
5 3 (11.54%) Impala
5 3 (11.54%) NoSQL
5 3 (11.54%) Spotfire
5 3 (11.54%) Sqoop
6 2 (7.69%) MarkLogic
6 2 (7.69%) OrientDB
6 2 (7.69%) Relational Database
6 2 (7.69%) SQL Server
7 1 (3.85%) Amazon Redshift
7 1 (3.85%) Apache Cassandra
7 1 (3.85%) Data Warehouse
7 1 (3.85%) DB2
7 1 (3.85%) RDBMS
Development Applications
1 7 (26.92%) JIRA
2 6 (23.08%) Git (software)
2 6 (23.08%) Jenkins
3 3 (11.54%) Cucumber
3 3 (11.54%) FitNesse
3 3 (11.54%) Maven
3 3 (11.54%) Subversion
3 3 (11.54%) TeamCity
General
1 11 (42.31%) Finance
2 2 (7.69%) Games
3 1 (3.85%) Banking
3 1 (3.85%) Retail
Job Titles
1 20 (76.92%) Developer
2 9 (34.62%) Software Developer
3 6 (23.08%) Senior Developer
4 5 (19.23%) Java Developer
4 5 (19.23%) Software Engineer
5 4 (15.38%) Data Scientist
5 4 (15.38%) Developer/Software Engineer
5 4 (15.38%) Full Stack Developer
5 4 (15.38%) Senior Data Scientist
5 4 (15.38%) Senior Java Developer
6 3 (11.54%) Applications Developer
6 3 (11.54%) Big Data Developer
7 2 (7.69%) C++ Developer
7 2 (7.69%) C++ Software Developer
7 2 (7.69%) Senior Applications Developer
8 1 (3.85%) Java Web Developer
8 1 (3.85%) Lead Developer
8 1 (3.85%) Python Developer
8 1 (3.85%) Scala Developer
8 1 (3.85%) Web Developer
Libraries, Frameworks & Software Standards
1 8 (30.77%) HTML
2 5 (19.23%) CSS
2 5 (19.23%) D3.js
3 4 (15.38%) Ajax
3 4 (15.38%) AngularJS
3 4 (15.38%) HTML5
3 4 (15.38%) jQuery
4 3 (11.54%) React
4 3 (11.54%) REST
5 2 (7.69%) .NET
5 2 (7.69%) SOAP
6 1 (3.85%) Apache Flex
6 1 (3.85%) CSS3
6 1 (3.85%) Hibernate
6 1 (3.85%) Spring
6 1 (3.85%) XML
Miscellaneous
1 6 (23.08%) Enterprise Software
2 5 (19.23%) Analytical Skills
2 5 (19.23%) Visualisation
3 4 (15.38%) Market Risk
4 3 (11.54%) Statistics
5 2 (7.69%) Applied Mathematics
5 2 (7.69%) Computer Science
5 2 (7.69%) Informatics
5 2 (7.69%) Mathematics
6 1 (3.85%) User Experience
Operating Systems
1 2 (7.69%) Linux
Processes & Methodologies
1 21 (80.77%) Agile Software Development
2 8 (30.77%) SDLC
3 7 (26.92%) DevOps
4 6 (23.08%) Continuous Integration
4 6 (23.08%) OO
5 5 (19.23%) Data Analysis
5 5 (19.23%) Data Visualisation
5 5 (19.23%) Software Engineering
6 4 (15.38%) E-Commerce
6 4 (15.38%) Stakeholder Management
6 4 (15.38%) Statistical Modelling
7 3 (11.54%) BDD
7 3 (11.54%) Business Intelligence
7 3 (11.54%) Data Management
7 3 (11.54%) Regression Testing
7 3 (11.54%) Scrum
7 3 (11.54%) TDD
7 3 (11.54%) Trend Analysis
7 3 (11.54%) UML
7 3 (11.54%) Workflow
Programming Languages
1 19 (73.08%) Java
2 13 (50.00%) Python
2 13 (50.00%) SQL
3 9 (34.62%) Clojure
4 5 (19.23%) JavaScript
5 3 (11.54%) C++
6 2 (7.69%) R
7 1 (3.85%) C#
7 1 (3.85%) Go
Qualifications
1 2 (7.69%) Degree
Systems Management
1 3 (11.54%) Oozie
1 3 (11.54%) Rundeck
Vendors
1 6 (23.08%) Tableau
2 3 (11.54%) IBM
2 3 (11.54%) Oracle
3 2 (7.69%) Greenplum
3 2 (7.69%) Microsoft
4 1 (3.85%) Twitter
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