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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Scala
England / North West
Rank 195 219 240
Rank change year-on-year
+24 +21
Permanent jobs citing Scala 51 18 12
As % of all permanent IT jobs located in the North West 0.86% 0.33% 0.18%
As % of the Programming Languages category 1.48% 0.67% 0.34%
Number of salaries quoted 47 18 10
Median salary £57,500 £46,250 £56,250
Median salary % change year-on-year
+24.32% -17.77%
90% offered a salary of more than £37,500 £35,000 £42,500
10% offered a salary of more than £70,000 £63,250 £71,000
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 North West region.

Programming Languages Category
North West
Permanent IT job ads with a match in the
Programming Languages category
3440 2676 3479
As % of all permanent IT jobs located in the North West 58.27% 49.18% 51.00%
Number of salaries quoted 2986 2292 3069
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 £27,000
10% offered a salary of more than £60,000 £52,500 £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 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 16 January 2017.

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 16 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
Manchester +17 49 £57,500 +15.00% 8
Merseyside - 1 £27,500 -
Scala
England

Scala
Top 30 Related IT Skills in the North West

For the 6 months to 16 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 North West region with a requirement for Scala.

1 70 (77.78%) Java
2 64 (71.11%) Agile Software Development
3 36 (40.00%) Linux
4 32 (35.56%) Software Engineering
5 30 (33.33%) Spring
6 28 (31.11%) Python
7 25 (27.78%) .NET
7 25 (27.78%) TDD
8 23 (25.56%) Ruby
9 22 (24.44%) SQL
10 21 (23.33%) C#
10 21 (23.33%) J2EE
11 19 (21.11%) Scrum
11 19 (21.11%) Docker
12 18 (20.00%) Big Data
12 18 (20.00%) JavaScript
12 18 (20.00%) Maven
13 17 (18.89%) RESTful
13 17 (18.89%) AngularJS
13 17 (18.89%) BDD
14 16 (17.78%) Redux
14 16 (17.78%) Grails
14 16 (17.78%) Continuous Integration
15 15 (16.67%) Groovy
15 15 (16.67%) Haskell
15 15 (16.67%) Web Services
15 15 (16.67%) Clojure
16 14 (15.56%) MongoDB
16 14 (15.56%) iPad
16 14 (15.56%) Hadoop

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 12 (13.33%) Apache Spark
1 12 (13.33%) JBoss
1 12 (13.33%) Tomcat
2 11 (12.22%) Apache Solr
3 4 (4.44%) WebSphere
4 3 (3.33%) Apache
4 3 (3.33%) Elasticsearch
5 1 (1.11%) OpenStack
Applications
1 5 (5.56%) SPSS
Cloud Services
1 11 (12.22%) Amazon AWS
2 8 (8.89%) SaaS
3 6 (6.67%) Microsoft Azure
4 3 (3.33%) Amazon EMR
4 3 (3.33%) Cloud Computing
5 2 (2.22%) GitHub
Communications & Networking
1 2 (2.22%) Skype
2 1 (1.11%) HTTP
Database & Business Intelligence
1 18 (20.00%) Big Data
2 14 (15.56%) Hadoop
2 14 (15.56%) Hazelcast
2 14 (15.56%) MongoDB
3 12 (13.33%) MySQL
4 7 (7.78%) NoSQL
5 5 (5.56%) Relational Database
6 3 (3.33%) Amazon Redshift
7 1 (1.11%) Apache Cassandra
7 1 (1.11%) Neo4j
Development Applications
1 18 (20.00%) Maven
2 14 (15.56%) Gradle
3 8 (8.89%) Git (software)
4 7 (7.78%) JIRA
5 6 (6.67%) Jenkins
6 2 (2.22%) Selenium
6 2 (2.22%) WebDriver
7 1 (1.11%) Atlassian Bamboo
7 1 (1.11%) Codeship
7 1 (1.11%) Hudson
7 1 (1.11%) JUnit
7 1 (1.11%) Vagrant
General
1 4 (4.44%) Automotive
2 3 (3.33%) Finance
2 3 (3.33%) Legal
2 3 (3.33%) Retail
3 1 (1.11%) Marketing
Job Titles
1 53 (58.89%) Developer
2 34 (37.78%) Java Developer
3 30 (33.33%) Senior Developer
4 24 (26.67%) Senior Java Developer
5 12 (13.33%) .NET Developer
5 12 (13.33%) Erlang Developer
5 12 (13.33%) Scala Developer
6 11 (12.22%) F# Developer
7 10 (11.11%) Middleware Developer
8 9 (10.00%) C# .NET Developer
8 9 (10.00%) C# Developer
9 8 (8.89%) Agile Developer
9 8 (8.89%) Software Developer
10 7 (7.78%) Data Scientist
10 7 (7.78%) Software Engineer
11 6 (6.67%) Agile Java Developer
11 6 (6.67%) Java Engineer
11 6 (6.67%) Senior Agile Developer
12 5 (5.56%) DevOps Engineer
13 4 (4.44%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 30 (33.33%) Spring
2 25 (27.78%) .NET
3 21 (23.33%) J2EE
4 17 (18.89%) AngularJS
4 17 (18.89%) RESTful
5 16 (17.78%) Grails
5 16 (17.78%) Redux
6 15 (16.67%) Web Services
7 14 (15.56%) Akka
7 14 (15.56%) React
8 12 (13.33%) Middleware
9 11 (12.22%) Hibernate
10 8 (8.89%) Play Framework
11 6 (6.67%) Spring MVC
12 4 (4.44%) JMS
12 4 (4.44%) Ruby on Rails
12 4 (4.44%) WebSphere MQ
13 3 (3.33%) CSS
13 3 (3.33%) HTML
13 3 (3.33%) Node.js
Miscellaneous
1 14 (15.56%) iPad
2 9 (10.00%) Mathematics
3 8 (8.89%) Statistics
4 7 (7.78%) Computer Science
5 4 (4.44%) Physics
6 3 (3.33%) Blockchain
6 3 (3.33%) Economics
6 3 (3.33%) Visualisation
7 2 (2.22%) Algorithms
7 2 (2.22%) Blog
7 2 (2.22%) Enterprise Software
7 2 (2.22%) Neural Network
8 1 (1.11%) Grid Computing
8 1 (1.11%) User Experience
Operating Systems
1 36 (40.00%) Linux
2 14 (15.56%) Android
3 1 (1.11%) Unix
3 1 (1.11%) Windows
Processes & Methodologies
1 64 (71.11%) Agile Software Development
2 32 (35.56%) Software Engineering
3 25 (27.78%) TDD
4 19 (21.11%) Scrum
5 17 (18.89%) BDD
6 16 (17.78%) Continuous Integration
7 14 (15.56%) Functional Programming
7 14 (15.56%) Open Source
8 13 (14.44%) Kanban
9 12 (13.33%) Analytics
9 12 (13.33%) Microservices
9 12 (13.33%) SDLC
10 11 (12.22%) Continuous Delivery
10 11 (12.22%) DevOps
11 8 (8.89%) Data Analysis
11 8 (8.89%) E-Commerce
11 8 (8.89%) Machine Learning
12 7 (7.78%) Data Analytics
13 6 (6.67%) MVC
13 6 (6.67%) Product Management
Programming Languages
1 70 (77.78%) Java
2 28 (31.11%) Python
3 23 (25.56%) Ruby
4 22 (24.44%) SQL
5 21 (23.33%) C#
6 18 (20.00%) JavaScript
7 15 (16.67%) Clojure
7 15 (16.67%) Groovy
7 15 (16.67%) Haskell
8 13 (14.44%) Erlang
9 12 (13.33%) F#
10 8 (8.89%) R
11 7 (7.78%) C
12 5 (5.56%) MATLAB
12 5 (5.56%) Perl
13 4 (4.44%) Go
14 3 (3.33%) C++
14 3 (3.33%) PHP
Qualifications
1 8 (8.89%) PhD
2 3 (3.33%) Degree
Quality Assurance & Compliance
1 2 (2.22%) QA
System Software
1 19 (21.11%) Docker
Systems Management
1 6 (6.67%) Puppet
2 4 (4.44%) Terraform
3 1 (1.11%) Grafana
3 1 (1.11%) Graphite
3 1 (1.11%) Opscode Chef
3 1 (1.11%) Packer
3 1 (1.11%) Salt
3 1 (1.11%) Uchiwa
Vendors
1 6 (6.67%) Google
1 6 (6.67%) Oracle
2 5 (5.56%) SaltStack
3 3 (3.33%) Red Hat
4 2 (2.22%) Twitter
5 1 (1.11%) Atlassian
5 1 (1.11%) MuleSoft
5 1 (1.11%) Splunk
5 1 (1.11%) WSO2
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