The table below looks at the statistics for Scala skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Scala
England / South West
Rank 196 213 235
Rank change year-on-year
+17 +22
Permanent jobs citing Scala 29 35 9
As % of all permanent IT jobs located in the South West 0.59% 0.63% 0.15%
As % of the Programming Languages category 1.03% 1.09% 0.26%
Number of salaries quoted 24 33 9
Median salary £55,000 £50,000 £42,500
Median salary % change year-on-year
+10.00% +17.64%
90% offered a salary of more than £32,500 £45,000 £37,500
10% offered a salary of more than £69,250 £70,000 £50,000
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 South West region.

Programming Languages Category
South West
Permanent IT job ads with a match in the
Programming Languages category
2823 3200 3397
As % of all permanent IT jobs located in the South West 57.82% 57.40% 56.28%
Number of salaries quoted 2365 2792 3008
Median salary £42,000 £38,750 £37,500
Median salary % change year-on-year
+8.38% +3.33%
90% offered a salary of more than £30,000 £27,500 £27,000
10% offered a salary of more than £60,000 £51,500 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Scala
Jobs Demand Trend in the South West

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

Scala Jobs Demand Trend in the South West

Scala
Salary Trend in the South West

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

Scala Salary Trend in the South West

Scala
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Scala across the South West region over the 3 months to 21 January 2017.

Scala Salary Histogram in the South West

Scala
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the South West region over the 3 months to 21 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
Bristol +1 23 £55,000 -8.33% 6
Gloucestershire -16 2 £32,500 -33.67%
Dorset - 2 £22,500 -
Somerset +3 1 £41,500 -19.02%
Devon - 1 £45,000 - 1
Scala
England

Scala
Top 30 Related IT Skills in the South West

For the 6 months to 21 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 South West region with a requirement for Scala.

1 60 (82.19%) Java
2 38 (52.05%) Software Engineering
3 32 (43.84%) Agile Software Development
3 32 (43.84%) Apache Spark
4 31 (42.47%) Degree
5 26 (35.62%) Functional Programming
6 22 (30.14%) Hadoop
6 22 (30.14%) Python
6 22 (30.14%) C#
7 21 (28.77%) C++
7 21 (28.77%) SQL
8 20 (27.40%) PhD
9 19 (26.03%) Computer Science
10 18 (24.66%) AngularJS
11 17 (23.29%) Data Analytics
11 17 (23.29%) Analytics
11 17 (23.29%) .NET
11 17 (23.29%) JavaScript
12 16 (21.92%) Apache Pig
13 15 (20.55%) Apache Hive
13 15 (20.55%) Node.js
13 15 (20.55%) OO
13 15 (20.55%) Spring
14 14 (19.18%) REST
14 14 (19.18%) R
14 14 (19.18%) Machine Learning
15 13 (17.81%) Big Data
15 13 (17.81%) MATLAB
15 13 (17.81%) Finance
16 12 (16.44%) SAS

Scala
Top Related IT Skills in the South West 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 32 (43.84%) Apache Spark
2 16 (21.92%) Apache Pig
3 12 (16.44%) SAS
4 4 (5.48%) Apache
5 3 (4.11%) Elasticsearch
6 1 (1.37%) Confluence
6 1 (1.37%) Mule
6 1 (1.37%) Mule ESB
6 1 (1.37%) SharePoint
Applications
1 12 (16.44%) SPSS
2 1 (1.37%) MS Excel
Cloud Services
1 7 (9.59%) Amazon AWS
2 4 (5.48%) Amazon EC2
2 4 (5.48%) AWS Elastic Beanstalk
3 2 (2.74%) Cloud Computing
4 1 (1.37%) Microsoft Azure
4 1 (1.37%) SaaS
Communications & Networking
1 2 (2.74%) Internet
2 1 (1.37%) HTTP
2 1 (1.37%) Kerberos
2 1 (1.37%) Network Security
Database & Business Intelligence
1 22 (30.14%) Hadoop
2 15 (20.55%) Apache Hive
3 13 (17.81%) Big Data
4 6 (8.22%) MongoDB
5 5 (6.85%) NoSQL
6 4 (5.48%) Apache Cassandra
7 3 (4.11%) MySQL
8 2 (2.74%) Oracle Database
8 2 (2.74%) SQL Server
9 1 (1.37%) HBase
9 1 (1.37%) Neo4j
9 1 (1.37%) Oracle Database 11g
9 1 (1.37%) OrientDB
9 1 (1.37%) Relational Database
Development Applications
1 5 (6.85%) Git (software)
2 3 (4.11%) Jenkins
3 2 (2.74%) Subversion
4 1 (1.37%) Atlassian Bamboo
4 1 (1.37%) Bitbucket
4 1 (1.37%) GoCD
4 1 (1.37%) JIRA
4 1 (1.37%) JUnit
General
1 13 (17.81%) Finance
2 4 (5.48%) Telecoms
3 2 (2.74%) Games
3 2 (2.74%) Retail
4 1 (1.37%) Banking
Job Titles
1 33 (45.21%) Developer
2 20 (27.40%) Java Developer
3 13 (17.81%) Software Engineer
4 12 (16.44%) Data Scientist
5 10 (13.70%) Scala Developer
6 8 (10.96%) Software Developer
7 7 (9.59%) Development Manager
8 6 (8.22%) Java Scala Developer
8 6 (8.22%) Senior Developer
8 6 (8.22%) Senior Java Developer
9 5 (6.85%) Data Engineer
9 5 (6.85%) Developer/Software Engineer
9 5 (6.85%) Java Engineer
9 5 (6.85%) Lead Developer
9 5 (6.85%) Software Development Manager
9 5 (6.85%) Software Manager
10 4 (5.48%) Lead Java Developer
10 4 (5.48%) Senior Software Engineer
11 3 (4.11%) Architect
11 3 (4.11%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 18 (24.66%) AngularJS
2 17 (23.29%) .NET
3 15 (20.55%) Node.js
3 15 (20.55%) Spring
4 14 (19.18%) REST
5 12 (16.44%) HTML
6 10 (13.70%) Web Services
7 9 (12.33%) Hibernate
7 9 (12.33%) HTML5
8 8 (10.96%) Apache Flex
8 8 (10.96%) J2EE
8 8 (10.96%) RESTful
9 7 (9.59%) Kafka
9 7 (9.59%) React
10 6 (8.22%) CSS
11 5 (6.85%) Spark Streaming
12 3 (4.11%) ASP.NET
12 3 (4.11%) Java EE
12 3 (4.11%) JSON
13 2 (2.74%) .NET Framework
Miscellaneous
1 19 (26.03%) Computer Science
2 12 (16.44%) Analytical Skills
3 9 (12.33%) Mathematics
4 4 (5.48%) Visualisation
5 3 (4.11%) Digital Media
6 2 (2.74%) Artificial Intelligence
6 2 (2.74%) Cyber Attack
6 2 (2.74%) Cyberthreat
6 2 (2.74%) Embedded Systems
6 2 (2.74%) Enterprise Software
7 1 (1.37%) Physics
7 1 (1.37%) Wiki
Operating Systems
1 5 (6.85%) Linux
2 2 (2.74%) Unix
3 1 (1.37%) FreeBSD
3 1 (1.37%) Mac OS X
3 1 (1.37%) Windows
Processes & Methodologies
1 38 (52.05%) Software Engineering
2 32 (43.84%) Agile Software Development
3 26 (35.62%) Functional Programming
4 17 (23.29%) Analytics
4 17 (23.29%) Data Analytics
5 15 (20.55%) OO
6 14 (19.18%) Machine Learning
7 10 (13.70%) Microservices
8 8 (10.96%) Scrum
9 6 (8.22%) Continuous Integration
9 6 (8.22%) DevOps
9 6 (8.22%) People Management
10 5 (6.85%) Big Data Analytics
10 5 (6.85%) Cybersecurity
10 5 (6.85%) Data Engineering
10 5 (6.85%) Line Management
10 5 (6.85%) MVC
11 4 (5.48%) Open Source
11 4 (5.48%) SDLC
12 3 (4.11%) OOD
Programming Languages
1 60 (82.19%) Java
2 22 (30.14%) C#
2 22 (30.14%) Python
3 21 (28.77%) C++
3 21 (28.77%) SQL
4 17 (23.29%) JavaScript
5 14 (19.18%) R
6 13 (17.81%) MATLAB
7 11 (15.07%) Clojure
8 8 (10.96%) F#
8 8 (10.96%) Haskell
9 6 (8.22%) Erlang
10 4 (5.48%) C
11 3 (4.11%) Lisp
12 2 (2.74%) Perl
12 2 (2.74%) Ruby
13 1 (1.37%) Bash Shell
13 1 (1.37%) Groovy
13 1 (1.37%) PL/SQL
Qualifications
1 31 (42.47%) Degree
2 20 (27.40%) PhD
3 9 (12.33%) Security Cleared
4 4 (5.48%) DV Cleared
5 3 (4.11%) SC Cleared
6 2 (2.74%) MCSD
6 2 (2.74%) MCSE
6 2 (2.74%) Microsoft Certification
System Software
1 3 (4.11%) Docker
2 1 (1.37%) HDFS
2 1 (1.37%) LXC
Systems Management
1 2 (2.74%) Opscode Chef
1 2 (2.74%) Puppet
2 1 (1.37%) Ansible
Vendors
1 5 (6.85%) Microsoft
2 4 (5.48%) Oracle
3 1 (1.37%) Cloudera
3 1 (1.37%) Hortonworks
3 1 (1.37%) Salesforce.com
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