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

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Scala
Rank 197 189 239
Rank change year-on-year
-8 +50
Permanent jobs citing Scala 37 55 12
As % of all permanent IT jobs located in the South West 0.72% 0.96% 0.18%
As % of the Programming Languages category 1.25% 1.69% 0.34%
Number of salaries quoted 32 50 12
Median salary £55,000 £60,000 £40,000
Median salary % change year-on-year
-8.33% +50.00%
90% offered a salary of more than £41,600 £45,000 £37,500
10% offered a salary of more than £69,250 £83,750 £42,500
UK excluding London median salary £52,500 £50,500 £42,500
% change year-on-year
+3.96% +18.82%
Scala
England

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
2965 3256 3550
As % of all permanent IT jobs located in the South West 57.44% 56.97% 54.46%
Number of salaries quoted 2513 2810 3097
Median salary £41,500 £40,000 £37,500
Median salary % change year-on-year
+3.75% +6.66%
90% offered a salary of more than £30,000 £28,500 £26,500
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 8 December 2016.

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 8 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
Bristol +1 24 £55,000 -21.42% 4
Devon - 8 £50,000 -
Somerset +5 3 £24,000 -52.00% 2
Gloucestershire -17 1 £57,500 -4.16% 1
Dorset - 1 £22,500 - 1
Scala
England

Scala
Top 30 Related IT Skills in the South West

For the 6 months to 8 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 South West region with a requirement for Scala.

1 92 (89.32%) Java
2 51 (49.51%) Apache Spark
3 49 (47.57%) Agile Software Development
4 48 (46.60%) Degree
5 47 (45.63%) Software Engineering
6 37 (35.92%) Hadoop
7 36 (34.95%) Python
8 35 (33.98%) C#
9 30 (29.13%) AngularJS
10 29 (28.16%) SQL
11 28 (27.18%) C++
11 28 (27.18%) Node.js
11 28 (27.18%) Apache Hive
11 28 (27.18%) Functional Programming
12 27 (26.21%) Apache Pig
12 27 (26.21%) PhD
12 27 (26.21%) Computer Science
13 25 (24.27%) HTML
13 25 (24.27%) Data Analytics
13 25 (24.27%) Analytics
14 24 (23.30%) Scrum
15 23 (22.33%) JavaScript
15 23 (22.33%) OO
16 22 (21.36%) R
16 22 (21.36%) HTML5
17 21 (20.39%) .NET
18 20 (19.42%) Finance
18 20 (19.42%) MATLAB
18 20 (19.42%) REST
18 20 (19.42%) Machine Learning

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 51 (49.51%) Apache Spark
2 27 (26.21%) Apache Pig
3 18 (17.48%) SAS
4 6 (5.83%) Apache
5 4 (3.88%) Elasticsearch
6 3 (2.91%) Confluence
6 3 (2.91%) Mule
6 3 (2.91%) Mule ESB
7 1 (0.97%) SharePoint
Applications
1 17 (16.50%) SPSS
2 1 (0.97%) MS Excel
Cloud Services
1 9 (8.74%) Amazon AWS
2 4 (3.88%) Amazon EC2
2 4 (3.88%) AWS Elastic Beanstalk
3 3 (2.91%) SaaS
4 2 (1.94%) Cloud Computing
5 1 (0.97%) Microsoft Azure
Communications & Networking
1 1 (0.97%) Kerberos
1 1 (0.97%) Network Security
Database & Business Intelligence
1 37 (35.92%) Hadoop
2 28 (27.18%) Apache Hive
3 20 (19.42%) Big Data
4 14 (13.59%) MongoDB
5 8 (7.77%) NoSQL
6 6 (5.83%) Apache Cassandra
7 4 (3.88%) Neo4j
8 3 (2.91%) MySQL
8 3 (2.91%) OrientDB
9 2 (1.94%) Apache Accumulo
9 2 (1.94%) Oracle Database
9 2 (1.94%) SQL Server
10 1 (0.97%) Amazon Redshift
10 1 (0.97%) HBase
10 1 (0.97%) Impala
10 1 (0.97%) Oracle Database 11g
10 1 (0.97%) Parquet
10 1 (0.97%) QlikView
10 1 (0.97%) Relational Database
Development Applications
1 5 (4.85%) Git (software)
2 3 (2.91%) JIRA
3 2 (1.94%) Jenkins
3 2 (1.94%) JUnit
4 1 (0.97%) Atlassian Bamboo
4 1 (0.97%) Bitbucket
4 1 (0.97%) GoCD
4 1 (0.97%) Subversion
General
1 20 (19.42%) Finance
2 7 (6.80%) Telecoms
3 2 (1.94%) Retail
4 1 (0.97%) Banking
4 1 (0.97%) Games
Job Titles
1 51 (49.51%) Developer
2 31 (30.10%) Java Developer
3 18 (17.48%) Data Scientist
3 18 (17.48%) Scala Developer
4 14 (13.59%) Software Engineer
5 13 (12.62%) Lead Developer
6 11 (10.68%) Java Scala Developer
7 9 (8.74%) Architect
7 9 (8.74%) Senior Developer
7 9 (8.74%) Senior Java Developer
7 9 (8.74%) Software Developer
8 7 (6.80%) Lead Java Developer
8 7 (6.80%) Technical Architect
9 6 (5.83%) Data Engineer
9 6 (5.83%) Senior Java Scala Developer
9 6 (5.83%) Senior Scala Developer
10 5 (4.85%) F# Developer
10 5 (4.85%) Java Software Developer
10 5 (4.85%) Lead C# Developer
10 5 (4.85%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 30 (29.13%) AngularJS
2 28 (27.18%) Node.js
3 25 (24.27%) HTML
4 22 (21.36%) HTML5
5 21 (20.39%) .NET
6 20 (19.42%) React
6 20 (19.42%) REST
7 15 (14.56%) Spring
8 13 (12.62%) Kafka
9 9 (8.74%) Web Services
10 8 (7.77%) Apache Flex
10 8 (7.77%) Hibernate
10 8 (7.77%) J2EE
10 8 (7.77%) RESTful
11 7 (6.80%) CSS
11 7 (6.80%) KnockoutJS
12 6 (5.83%) Spark Streaming
13 3 (2.91%) ASP.NET
13 3 (2.91%) Java EE
13 3 (2.91%) JSON
Miscellaneous
1 27 (26.21%) Computer Science
2 18 (17.48%) Analytical Skills
3 9 (8.74%) Mathematics
4 6 (5.83%) Digital Media
5 5 (4.85%) Cyber Attack
5 5 (4.85%) Enterprise Software
6 3 (2.91%) Cyberthreat
6 3 (2.91%) Visualisation
6 3 (2.91%) Wiki
7 1 (0.97%) Embedded Systems
7 1 (0.97%) Physics
Operating Systems
1 8 (7.77%) Linux
2 4 (3.88%) FreeBSD
3 1 (0.97%) Unix
3 1 (0.97%) Windows
Processes & Methodologies
1 49 (47.57%) Agile Software Development
2 47 (45.63%) Software Engineering
3 28 (27.18%) Functional Programming
4 25 (24.27%) Analytics
4 25 (24.27%) Data Analytics
5 24 (23.30%) Scrum
6 23 (22.33%) OO
7 20 (19.42%) Machine Learning
8 16 (15.53%) Microservices
9 10 (9.71%) Cybersecurity
10 9 (8.74%) Continuous Integration
10 9 (8.74%) DevOps
10 9 (8.74%) Open Source
11 8 (7.77%) Kanban
11 8 (7.77%) SDLC
12 7 (6.80%) Mentoring
12 7 (6.80%) TDD
13 6 (5.83%) Big Data Analytics
13 6 (5.83%) MapReduce
13 6 (5.83%) Reverse Engineering
Programming Languages
1 92 (89.32%) Java
2 36 (34.95%) Python
3 35 (33.98%) C#
4 29 (28.16%) SQL
5 28 (27.18%) C++
6 23 (22.33%) JavaScript
7 22 (21.36%) R
8 20 (19.42%) MATLAB
9 15 (14.56%) Clojure
10 11 (10.68%) F#
11 8 (7.77%) Haskell
12 7 (6.80%) C
13 6 (5.83%) Erlang
14 5 (4.85%) Groovy
14 5 (4.85%) Perl
15 3 (2.91%) Lisp
16 2 (1.94%) Ruby
17 1 (0.97%) PL/SQL
Qualifications
1 48 (46.60%) Degree
2 27 (26.21%) PhD
3 11 (10.68%) Security Cleared
4 8 (7.77%) DV Cleared
5 6 (5.83%) SC Cleared
6 2 (1.94%) MCSD
6 2 (1.94%) MCSE
6 2 (1.94%) Microsoft Certification
System Software
1 3 (2.91%) Docker
2 2 (1.94%) Apache ZooKeeper
3 1 (0.97%) HDFS
3 1 (0.97%) LXC
Systems Management
1 5 (4.85%) Opscode Chef
1 5 (4.85%) Puppet
2 4 (3.88%) Ansible
3 2 (1.94%) Hadoop YARN
Vendors
1 9 (8.74%) Microsoft
2 5 (4.85%) Oracle
3 3 (2.91%) Hortonworks
3 3 (2.91%) Salesforce.com
4 1 (0.97%) Cloudera
4 1 (0.97%) Tableau
4 1 (0.97%) TIBCO
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