The table below looks at the statistics for Scala skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Scala
Rank 202 227 261
Rank change year-on-year
+25 +34
Permanent jobs citing Scala 56 17 7
As % of all permanent IT jobs located in the North West 0.89% 0.28% 0.095%
As % of the Programming Languages category 1.54% 0.55% 0.18%
Number of salaries quoted 51 17 5
Median salary £52,500 £50,000 £55,000
Median salary % change year-on-year
+5.00% -9.09%
90% offered a salary of more than £40,000 £42,500 £39,500
10% offered a salary of more than £67,500 £53,000 £72,000
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 North West region.

Programming Languages Category
North West
Permanent IT job ads with a match in the
Programming Languages category
3635 3110 3850
As % of all permanent IT jobs located in the North West 57.82% 50.68% 52.29%
Number of salaries quoted 3165 2662 3365
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Scala
Jobs Demand Trend in the North West

The demand trend of job ads across the North 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 North West

Scala
Salary Trend in the North West

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

Scala Salary Trend in the North West

Scala
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Scala across the North West region over the 3 months to 7 December 2016.

Scala Salary Histogram in the North West

Scala
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the North West region over the 3 months to 7 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
Manchester +31 53 £52,500 +5.00% 10
Merseyside - 2 £40,000 -
Scala
England

Scala
Top 30 Related IT Skills in the North West

For the 6 months to 7 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 North West region with a requirement for Scala.

1 64 (76.19%) Java
2 54 (64.29%) Agile Software Development
3 35 (41.67%) Linux
4 34 (40.48%) Software Engineering
5 33 (39.29%) Spring
6 23 (27.38%) SQL
7 22 (26.19%) Scrum
7 22 (26.19%) TDD
8 21 (25.00%) Maven
8 21 (25.00%) Big Data
9 18 (21.43%) AngularJS
9 18 (21.43%) BDD
9 18 (21.43%) Groovy
10 17 (20.24%) J2EE
10 17 (20.24%) MongoDB
10 17 (20.24%) RESTful
10 17 (20.24%) Docker
11 16 (19.05%) C#
11 16 (19.05%) Python
11 16 (19.05%) Grails
12 15 (17.86%) Haskell
12 15 (17.86%) .NET
12 15 (17.86%) Web Services
12 15 (17.86%) Akka
12 15 (17.86%) Functional Programming
12 15 (17.86%) Git (software)
12 15 (17.86%) Hadoop
12 15 (17.86%) Gradle
12 15 (17.86%) Redux
13 14 (16.67%) React

Scala
Top Related IT Skills in the North 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 13 (15.48%) Apache Spark
2 12 (14.29%) JBoss
2 12 (14.29%) Tomcat
3 11 (13.10%) Apache Solr
4 5 (5.95%) Elasticsearch
5 3 (3.57%) Apache
5 3 (3.57%) OpenStack
6 2 (2.38%) WebSphere
7 1 (1.19%) Confluence
7 1 (1.19%) Oracle BPEL
7 1 (1.19%) Oracle SOA Suite
Applications
1 5 (5.95%) SPSS
Cloud Services
1 13 (15.48%) Amazon AWS
2 10 (11.90%) SaaS
3 8 (9.52%) Microsoft Azure
4 5 (5.95%) Cloud Computing
5 3 (3.57%) Amazon EMR
5 3 (3.57%) GitHub
Communications & Networking
1 2 (2.38%) Skype
2 1 (1.19%) DSL
2 1 (1.19%) HTTP
Database & Business Intelligence
1 21 (25.00%) Big Data
2 17 (20.24%) MongoDB
3 15 (17.86%) Hadoop
4 13 (15.48%) Hazelcast
5 12 (14.29%) MySQL
6 9 (10.71%) NoSQL
7 5 (5.95%) Relational Database
8 3 (3.57%) Amazon Redshift
8 3 (3.57%) Apache Cassandra
8 3 (3.57%) Neo4j
9 1 (1.19%) Apache Hive
9 1 (1.19%) Data Warehouse
9 1 (1.19%) Oracle Discoverer
9 1 (1.19%) Oracle Reports
9 1 (1.19%) RDBMS
9 1 (1.19%) SQL Server
9 1 (1.19%) Text Mining
Development Applications
1 21 (25.00%) Maven
2 15 (17.86%) Git (software)
2 15 (17.86%) Gradle
3 11 (13.10%) Jenkins
3 11 (13.10%) JIRA
4 5 (5.95%) Selenium
4 5 (5.95%) WebDriver
5 4 (4.76%) Vagrant
6 1 (1.19%) Atlassian Bamboo
6 1 (1.19%) Codeship
6 1 (1.19%) Cucumber
6 1 (1.19%) Gatling
6 1 (1.19%) Hudson
6 1 (1.19%) JUnit
6 1 (1.19%) Subversion
General
1 4 (4.76%) Automotive
1 4 (4.76%) Retail
2 3 (3.57%) Finance
2 3 (3.57%) Legal
3 1 (1.19%) Marketing
Job Titles
1 50 (59.52%) Developer
2 36 (42.86%) Java Developer
3 27 (32.14%) Senior Developer
3 27 (32.14%) Senior Java Developer
4 12 (14.29%) Erlang Developer
5 11 (13.10%) F# Developer
5 11 (13.10%) Scala Developer
6 10 (11.90%) Middleware Developer
7 9 (10.71%) .NET Developer
7 9 (10.71%) C# .NET Developer
7 9 (10.71%) C# Developer
8 6 (7.14%) Java Engineer
8 6 (7.14%) Software Engineer
9 5 (5.95%) Data Scientist
9 5 (5.95%) DevOps Engineer
10 4 (4.76%) Agile Developer
10 4 (4.76%) Agile Java Developer
10 4 (4.76%) Scala Software Engineer
10 4 (4.76%) Senior Agile Java Developer
10 4 (4.76%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 33 (39.29%) Spring
2 18 (21.43%) AngularJS
3 17 (20.24%) J2EE
3 17 (20.24%) RESTful
4 16 (19.05%) Grails
5 15 (17.86%) .NET
5 15 (17.86%) Akka
5 15 (17.86%) Redux
5 15 (17.86%) Web Services
6 14 (16.67%) React
7 12 (14.29%) Middleware
8 11 (13.10%) Hibernate
9 9 (10.71%) Play Framework
10 7 (8.33%) Node.js
11 6 (7.14%) CSS
11 6 (7.14%) HTML
11 6 (7.14%) Spring MVC
12 4 (4.76%) RabbitMQ
12 4 (4.76%) XML
13 3 (3.57%) REST
Miscellaneous
1 13 (15.48%) iPad
2 8 (9.52%) Mathematics
3 7 (8.33%) Computer Science
4 6 (7.14%) Statistics
5 4 (4.76%) Physics
6 3 (3.57%) Blockchain
7 2 (2.38%) Blog
7 2 (2.38%) Social Media
8 1 (1.19%) Algorithms
8 1 (1.19%) Data Structures
8 1 (1.19%) Economics
8 1 (1.19%) Fintech
8 1 (1.19%) Grid Computing
8 1 (1.19%) Visualisation
Operating Systems
1 35 (41.67%) Linux
2 13 (15.48%) Android
3 1 (1.19%) Unix
3 1 (1.19%) Windows
Processes & Methodologies
1 54 (64.29%) Agile Software Development
2 34 (40.48%) Software Engineering
3 22 (26.19%) Scrum
3 22 (26.19%) TDD
4 18 (21.43%) BDD
5 15 (17.86%) Functional Programming
6 14 (16.67%) Kanban
7 13 (15.48%) Microservices
7 13 (15.48%) Open Source
8 12 (14.29%) DevOps
8 12 (14.29%) SDLC
9 11 (13.10%) Analytics
9 11 (13.10%) Continuous Integration
10 7 (8.33%) Data Analytics
10 7 (8.33%) Machine Learning
10 7 (8.33%) Product Management
11 6 (7.14%) Data Analysis
11 6 (7.14%) Mentoring
11 6 (7.14%) MVC
12 5 (5.95%) OO
Programming Languages
1 64 (76.19%) Java
2 23 (27.38%) SQL
3 18 (21.43%) Groovy
4 16 (19.05%) C#
4 16 (19.05%) Python
5 15 (17.86%) Haskell
6 14 (16.67%) JavaScript
7 13 (15.48%) Erlang
8 12 (14.29%) F#
9 9 (10.71%) Ruby
10 8 (9.52%) C
11 6 (7.14%) Clojure
11 6 (7.14%) R
12 5 (5.95%) Go
12 5 (5.95%) MATLAB
12 5 (5.95%) Perl
12 5 (5.95%) PHP
13 4 (4.76%) C++
14 1 (1.19%) PL/SQL
Qualifications
1 6 (7.14%) PhD
2 4 (4.76%) Degree
Quality Assurance & Compliance
1 4 (4.76%) QA
System Software
1 17 (20.24%) Docker
2 1 (1.19%) HDFS
Systems Management
1 9 (10.71%) Puppet
2 6 (7.14%) Terraform
3 3 (3.57%) Grafana
3 3 (3.57%) Graphite
3 3 (3.57%) Packer
3 3 (3.57%) Uchiwa
4 1 (1.19%) Opscode Chef
4 1 (1.19%) Salt
Vendors
1 8 (9.52%) Google
2 6 (7.14%) Oracle
3 5 (5.95%) SaltStack
4 3 (3.57%) Atlassian
4 3 (3.57%) MuleSoft
4 3 (3.57%) Red Hat
4 3 (3.57%) WSO2
5 2 (2.38%) Twitter
6 1 (1.19%) Microsoft
6 1 (1.19%) Splunk
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