Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Scala
England > South West
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 249 239 240
Rank change year-on-year -10 +1 +95
Permanent jobs citing Scala 85 108 123
As % of all permanent IT jobs advertised in the South West 0.82% 1.00% 1.04%
As % of the Programming Languages category 1.37% 1.78% 1.84%
Number of salaries quoted 79 96 96
South West median annual salary £55,000 £50,000 £60,000
Median salary % change year-on-year +10.00% -16.67% +50.00%
10th Percentile £35,000 £40,000 £41,250
90th Percentile £72,500 £73,750 £85,000
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +8.70%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for coding skills.

All Programming Languages
South West
Permanent vacancies with a requirement for coding skills 6223 6069 6697
As % of all permanent IT jobs advertised in the South West 60.20% 55.96% 56.68%
Number of salaries quoted 5279 5192 5778
South West median annual salary £41,500 £40,000 £38,500
Median salary % change year-on-year +3.75% +3.90% +4.05%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £62,500 £60,000 £58,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Scala
Job Vacancy Trend in the South West

Job postings citing Scala as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Scala 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 in the South West.

Salary trend for Scala in the South West

Scala
Salary Histogram in the South West

The salary distribution of IT jobs citing Scala in the South West over the 6 months to 21 November 2017.

Salary histogram for Scala 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -10 70 £55,000 - 9
Somerset 0 7 £50,000 +20.48% 1
Wiltshire - 7 £55,000 -
Scala
England

For the 6 months to 21 November 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 70 (82.35%) Java
2 51 (60.00%) Python
3 44 (51.76%) Agile Software Development
3 44 (51.76%) Software Engineering
4 29 (34.12%) Apache Spark
5 27 (31.76%) C#
6 26 (30.59%) Amazon AWS
7 23 (27.06%) Scrum
8 22 (25.88%) JavaScript
8 22 (25.88%) SQL
9 20 (23.53%) React
9 20 (23.53%) AngularJS
9 20 (23.53%) Analytics
10 19 (22.35%) Degree
11 18 (21.18%) Microservices
12 17 (20.00%) Functional Programming
12 17 (20.00%) Elasticsearch
12 17 (20.00%) Machine Learning
12 17 (20.00%) .NET
13 16 (18.82%) ETL
14 15 (17.65%) PhD
14 15 (17.65%) Node.js
14 15 (17.65%) Amazon Redshift
15 14 (16.47%) Open Source
15 14 (16.47%) C++
15 14 (16.47%) OO
15 14 (16.47%) Hadoop
15 14 (16.47%) Git (software)
16 13 (15.29%) Linux
16 13 (15.29%) Clojure

Scala
Co-occurring 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 29 (34.12%) Apache Spark
2 17 (20.00%) Elasticsearch
3 11 (12.94%) DNN
4 5 (5.88%) Apache Pig
5 2 (2.35%) SAS
6 1 (1.18%) Apache Solr
Cloud Services
1 26 (30.59%) Amazon AWS
2 13 (15.29%) Amazon EMR
2 13 (15.29%) Amazon Kinesis
3 10 (11.76%) Microsoft Azure
4 7 (8.24%) GitHub
5 4 (4.71%) Google Cloud Platform
6 3 (3.53%) Bluemix
6 3 (3.53%) IBM Cloud
7 1 (1.18%) Cloud Computing
7 1 (1.18%) Google Analytics
7 1 (1.18%) npm
Communications & Networking
1 2 (2.35%) Network Security
2 1 (1.18%) Bluetooth
2 1 (1.18%) Wi-Fi
Database & Business Intelligence
1 15 (17.65%) Amazon Redshift
2 14 (16.47%) Hadoop
3 13 (15.29%) BigQuery
4 12 (14.12%) Big Data
5 8 (9.41%) NoSQL
6 6 (7.06%) Apache Hive
7 5 (5.88%) Impala
7 5 (5.88%) MongoDB
7 5 (5.88%) Power BI
7 5 (5.88%) Presto
7 5 (5.88%) Spotfire
8 4 (4.71%) Apache Cassandra
8 4 (4.71%) GIS
9 3 (3.53%) PostgreSQL
9 3 (3.53%) Relational Database
10 2 (2.35%) Data Lake
11 1 (1.18%) Data Mining
11 1 (1.18%) Data Warehouse
11 1 (1.18%) MySQL
11 1 (1.18%) SQL Server
Development Applications
1 14 (16.47%) Git (software)
2 6 (7.06%) JIRA
3 2 (2.35%) Cucumber
3 2 (2.35%) Jenkins
4 1 (1.18%) Bitbucket
4 1 (1.18%) Gradle
4 1 (1.18%) Grunt
4 1 (1.18%) Hudson
4 1 (1.18%) Selenium
4 1 (1.18%) WATIR
4 1 (1.18%) WebDriver
General
1 11 (12.94%) Games
2 6 (7.06%) Electronics
3 4 (4.71%) Finance
3 4 (4.71%) Retail
3 4 (4.71%) Telecoms
Job Titles
1 38 (44.71%) Developer
2 17 (20.00%) Java Developer
3 15 (17.65%) Software Engineer
4 11 (12.94%) Senior Developer
4 11 (12.94%) Senior Java Developer
5 10 (11.76%) Scala Developer
6 9 (10.59%) Software Developer
7 8 (9.41%) AWS Engineer
7 8 (9.41%) Data Engineer
8 7 (8.24%) Computer Engineer
8 7 (8.24%) Computer Vision Engineer
9 6 (7.06%) Developer/Software Engineer
9 6 (7.06%) Development Manager
9 6 (7.06%) Software Manager
10 5 (5.88%) C++ Developer
10 5 (5.88%) C++ Software Developer
10 5 (5.88%) Java Engineer
10 5 (5.88%) Java Software Engineer
10 5 (5.88%) Lead Developer
10 5 (5.88%) Software Development Manager
Libraries, Frameworks & Software Standards
1 20 (23.53%) AngularJS
1 20 (23.53%) React
2 17 (20.00%) .NET
3 15 (17.65%) Node.js
4 12 (14.12%) HTML
4 12 (14.12%) HTML5
5 11 (12.94%) Kafka
5 11 (12.94%) OpenCV
5 11 (12.94%) Theano
5 11 (12.94%) Unity (Game Engine)
6 10 (11.76%) MLlib
6 10 (11.76%) Pandas
7 7 (8.24%) Apache Flex
8 5 (5.88%) REST
8 5 (5.88%) RESTful
9 4 (4.71%) JSON
9 4 (4.71%) Spring
10 3 (3.53%) J2EE
10 3 (3.53%) Velocity
10 3 (3.53%) Web Services
Miscellaneous
1 12 (14.12%) Robotics
2 10 (11.76%) Clustering
3 7 (8.24%) Internet of Things
3 7 (8.24%) User Experience
4 6 (7.06%) Computer Science
5 4 (4.71%) Digital Media
6 2 (2.35%) Algorithms
6 2 (2.35%) Analytical Skills
6 2 (2.35%) Social Media
7 1 (1.18%) 3D Graphics
7 1 (1.18%) CUDA
7 1 (1.18%) Data Structures
7 1 (1.18%) Enterprise Software
7 1 (1.18%) Greenfield Project
Operating Systems
1 13 (15.29%) Linux
2 1 (1.18%) Android
2 1 (1.18%) Apple iOS
Processes & Methodologies
1 44 (51.76%) Agile Software Development
1 44 (51.76%) Software Engineering
2 23 (27.06%) Scrum
3 20 (23.53%) Analytics
4 18 (21.18%) Microservices
5 17 (20.00%) Functional Programming
5 17 (20.00%) Machine Learning
6 16 (18.82%) ETL
7 14 (16.47%) OO
7 14 (16.47%) Open Source
8 12 (14.12%) Artificial Intelligence
8 12 (14.12%) Computer Vision
8 12 (14.12%) Deep Learning
8 12 (14.12%) Neural Network
8 12 (14.12%) Reinforcement Learning
9 11 (12.94%) Coaching
9 11 (12.94%) Continuous Delivery
9 11 (12.94%) DevOps
10 10 (11.76%) Data Analytics
10 10 (11.76%) MapReduce
Programming Languages
1 70 (82.35%) Java
2 51 (60.00%) Python
3 27 (31.76%) C#
4 22 (25.88%) JavaScript
4 22 (25.88%) SQL
5 14 (16.47%) C++
6 13 (15.29%) Clojure
7 10 (11.76%) Haskell
8 9 (10.59%) R
9 7 (8.24%) F#
10 6 (7.06%) Go
11 4 (4.71%) Erlang
11 4 (4.71%) Lisp
12 3 (3.53%) ES6
12 3 (3.53%) Ruby
13 2 (2.35%) C
14 1 (1.18%) Embedded C++
14 1 (1.18%) PHP
Qualifications
1 19 (22.35%) Degree
2 15 (17.65%) PhD
3 3 (3.53%) Computer Science Degree
4 1 (1.18%) Security Cleared
Quality Assurance & Compliance
1 2 (2.35%) GCP
1 2 (2.35%) QA
System Software
1 10 (11.76%) Docker
Systems Management
1 1 (1.18%) Ansible
Vendors
1 6 (7.06%) Atlassian
2 5 (5.88%) Tableau
3 4 (4.71%) Google
4 3 (3.53%) IBM
5 1 (1.18%) Microsoft
5 1 (1.18%) NVIDIA
5 1 (1.18%) Oracle
5 1 (1.18%) Salesforce.com
5 1 (1.18%) WSO2