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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Scala
Rank 156 184 231
Rank change year-on-year
+28 +47
Permanent jobs citing Scala 80 71 10
As % of all permanent IT jobs located in the South West 1.49% 1.20% 0.16%
As % of the Programming Languages category 2.63% 2.09% 0.29%
Number of salaries quoted 69 49 10
Median salary £50,000 £55,000 £40,000
Median salary % change year-on-year
-9.09% +37.50%
UK excluding London median salary £55,000 £52,500 £47,000
% change year-on-year
+4.76% +11.70%
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
3046 3401 3463
As % of all permanent IT jobs located in the South West 56.63% 57.66% 57.10%
Number of salaries quoted 2633 2940 2973
Median salary £41,000 £37,500 £37,500
Median salary % change year-on-year
+9.33% -
90% offered a salary of more than £30,000 £26,000 £26,500
10% offered a salary of more than £56,000 £50,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 25 July 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 25 July 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 -21 28 £50,000 -9.09% 6
Gloucestershire - 24 £52,500 - 1
Devon - 22 £60,000 -
Somerset -4 6 £39,500 - 1
Scala
England

Scala
Top 30 Related IT Skills in the South West

For the 6 months to 25 July 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.

1 133 (97.08%) Java
2 74 (54.01%) Apache Spark
3 72 (52.55%) Python
4 67 (48.91%) Hadoop
5 60 (43.80%) Agile Software Development
6 57 (41.61%) Degree
6 57 (41.61%) SQL
7 53 (38.69%) R
8 50 (36.50%) Software Engineering
9 49 (35.77%) Machine Learning
10 48 (35.04%) Apache Hive
10 48 (35.04%) Analytical Skills
11 47 (34.31%) Scrum
12 46 (33.58%) Analytics
13 45 (32.85%) C++
14 44 (32.12%) Big Data
15 42 (30.66%) MongoDB
16 41 (29.93%) Data Analytics
16 41 (29.93%) Computer Science
17 39 (28.47%) C#
17 39 (28.47%) OO
18 37 (27.01%) JavaScript
18 37 (27.01%) Apache Pig
19 36 (26.28%) SAS
20 35 (25.55%) Security Cleared
21 34 (24.82%) HTML
22 33 (24.09%) MapReduce
23 32 (23.36%) Neo4j
23 32 (23.36%) Oracle
23 32 (23.36%) MATLAB

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 74 (54.01%) Apache Spark
2 37 (27.01%) Apache Pig
3 36 (26.28%) SAS
4 14 (10.22%) Confluence
5 11 (8.03%) Apache
6 8 (5.84%) Elasticsearch
7 5 (3.65%) OpenStack
8 3 (2.19%) CMS
8 3 (2.19%) Sitecore CMS
9 2 (1.46%) Mule
9 2 (1.46%) Mule ESB
Applications
1 20 (14.60%) SPSS
Cloud Services
1 8 (5.84%) Amazon AWS
2 5 (3.65%) Google App Engine
2 5 (3.65%) Google Cloud Platform
3 2 (1.46%) SaaS
4 1 (0.73%) Amazon EC2
4 1 (0.73%) Microsoft Azure
Communications & Networking
1 8 (5.84%) Internet
2 1 (0.73%) HTTP
Database & Business Intelligence
1 67 (48.91%) Hadoop
2 48 (35.04%) Apache Hive
3 44 (32.12%) Big Data
4 42 (30.66%) MongoDB
5 32 (23.36%) Neo4j
6 28 (20.44%) MySQL
7 27 (19.71%) NoSQL
8 21 (15.33%) QlikView
9 20 (14.60%) Data Mining
10 16 (11.68%) Amazon Redshift
10 16 (11.68%) Parquet
11 15 (10.95%) Apache Cassandra
11 15 (10.95%) Impala
12 12 (8.76%) OrientDB
13 9 (6.57%) Oracle Database
13 9 (6.57%) Oracle Database 11g
13 9 (6.57%) Relational Database
14 7 (5.11%) Apache Accumulo
15 5 (3.65%) IBM InfoSphere
16 2 (1.46%) Mahout
Development Applications
1 15 (10.95%) JIRA
2 10 (7.30%) Atlassian Bamboo
2 10 (7.30%) Bitbucket
2 10 (7.30%) Jenkins
3 5 (3.65%) Ant
3 5 (3.65%) Artifactory
3 5 (3.65%) Git (software)
3 5 (3.65%) Sonatype Nexus
4 4 (2.92%) JUnit
5 2 (1.46%) EasyMock
6 1 (0.73%) Octopus Deploy
6 1 (0.73%) TeamCity
General
1 26 (18.98%) Finance
2 12 (8.76%) Telecoms
3 1 (0.73%) Aerospace
Job Titles
1 67 (48.91%) Developer
2 47 (34.31%) Data Scientist
3 31 (22.63%) Java Developer
4 22 (16.06%) Software Engineer
5 20 (14.60%) Analyst
5 20 (14.60%) Analyst Developer
5 20 (14.60%) Data Analyst
5 20 (14.60%) Lead Developer
6 16 (11.68%) Scala Developer
7 14 (10.22%) C# Developer
8 13 (9.49%) Java Scala Developer
8 13 (9.49%) Lead C# Developer
8 13 (9.49%) Lead Java Developer
9 12 (8.76%) Senior Developer
10 11 (8.03%) F# Developer
10 11 (8.03%) Senior C# Developer
10 11 (8.03%) Senior Java Developer
10 11 (8.03%) Senior Java Scala Developer
10 11 (8.03%) Senior Scala Developer
11 9 (6.57%) Developer Analyst
Libraries, Frameworks & Software Standards
1 34 (24.82%) HTML
2 28 (20.44%) AngularJS
3 27 (19.71%) Node.js
4 26 (18.98%) HTML5
4 26 (18.98%) React
5 15 (10.95%) JSON
5 15 (10.95%) Spark Streaming
5 15 (10.95%) XML
6 14 (10.22%) .NET
6 14 (10.22%) Spring
7 12 (8.76%) Java EE
8 11 (8.03%) EJB
8 11 (8.03%) JSF
8 11 (8.03%) Kafka
9 10 (7.30%) CSS
10 9 (6.57%) REST
11 8 (5.84%) OpenCL
12 6 (4.38%) KnockoutJS
13 5 (3.65%) ZeroMQ
14 4 (2.92%) J2EE
Miscellaneous
1 48 (35.04%) Analytical Skills
2 41 (29.93%) Computer Science
3 25 (18.25%) Visualisation
4 13 (9.49%) Enterprise Software
5 12 (8.76%) Digital Media
6 9 (6.57%) Mathematics
6 9 (6.57%) Wiki
7 8 (5.84%) VHDL
8 7 (5.11%) Algorithms
9 6 (4.38%) Cybercrime
9 6 (4.38%) Management Information System
10 5 (3.65%) Internet of Things
11 4 (2.92%) Cyber Attack
12 2 (1.46%) Artificial Intelligence
12 2 (1.46%) Cyberthreat
13 1 (0.73%) Public Cloud
13 1 (0.73%) User Experience
Operating Systems
1 11 (8.03%) Linux
2 9 (6.57%) Mac OS X
3 8 (5.84%) Windows
4 5 (3.65%) Unix
5 3 (2.19%) FreeBSD
5 3 (2.19%) Red Hat Enterprise Linux
Processes & Methodologies
1 60 (43.80%) Agile Software Development
2 50 (36.50%) Software Engineering
3 49 (35.77%) Machine Learning
4 47 (34.31%) Scrum
5 46 (33.58%) Analytics
6 41 (29.93%) Data Analytics
7 39 (28.47%) OO
8 33 (24.09%) MapReduce
9 31 (22.63%) Open Source
10 28 (20.44%) Data Analysis
11 21 (15.33%) Data Visualisation
11 21 (15.33%) Prototyping
12 17 (12.41%) Big Data Analytics
12 17 (12.41%) Statistical Modelling
13 16 (11.68%) Business Intelligence
13 16 (11.68%) Cybersecurity
13 16 (11.68%) Data Management
13 16 (11.68%) ETL
14 15 (10.95%) DevOps
14 15 (10.95%) RDF
Programming Languages
1 133 (97.08%) Java
2 72 (52.55%) Python
3 57 (41.61%) SQL
4 53 (38.69%) R
5 45 (32.85%) C++
6 39 (28.47%) C#
7 37 (27.01%) JavaScript
8 32 (23.36%) MATLAB
9 25 (18.25%) Ruby
10 21 (15.33%) C
11 15 (10.95%) Clojure
12 11 (8.03%) F#
12 11 (8.03%) Perl
12 11 (8.03%) PL/SQL
13 9 (6.57%) Go
14 6 (4.38%) Groovy
15 5 (3.65%) Erlang
15 5 (3.65%) Haskell
16 4 (2.92%) Rust
17 1 (0.73%) Bash Shell
Qualifications
1 57 (41.61%) Degree
2 35 (25.55%) Security Cleared
3 28 (20.44%) PhD
4 21 (15.33%) DV Cleared
5 5 (3.65%) SC Cleared
Quality Assurance & Compliance
1 1 (0.73%) QA
System Software
1 7 (5.11%) Apache ZooKeeper
2 5 (3.65%) Docker
2 5 (3.65%) LXC
2 5 (3.65%) Xen
Systems Management
1 4 (2.92%) Opscode Chef
2 3 (2.19%) Ansible
2 3 (2.19%) Puppet
3 2 (1.46%) Hadoop YARN
Vendors
1 32 (23.36%) Oracle
2 21 (15.33%) Tableau
3 15 (10.95%) TIBCO
4 5 (3.65%) Atlassian
4 5 (3.65%) Google
4 5 (3.65%) IBM
5 4 (2.92%) Microsoft
6 3 (2.19%) EPiServer
6 3 (2.19%) Sitecore
7 2 (1.46%) Hortonworks
7 2 (1.46%) Salesforce.com
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