The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Scala
South West / Bristol
Rank 88 107 103
Rank change year-on-year +19 -4  
Permanent jobs citing Scala 43 28 26
As % of all permanent IT jobs advertised in Bristol 2.37% 1.52% 1.36%
As % of the Programming Languages category 4.03% 2.61% 2.48%
Number of salaries quoted 37 28 10
Median salary £55,000 £60,000 £45,000
Median salary % change year-on-year -8.33% +33.33%  
90% offered a salary of more than £37,500 £45,000 £28,000
10% offered a salary of more than £77,000 £70,000 £73,000
UK excluding London median salary £52,500 £52,500 £52,500

Scala is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for programming language skills.

Programming Language Skills
Bristol
Permanent job vacancies with a requirement for programming language skills 1068 1073 1049
As % of all permanent IT job vacancies advertised in Bristol 58.94% 58.35% 54.69%
Number of salaries quoted 912 987 941
Median salary £42,500 £41,000 £39,000
Median salary % change year-on-year +3.65% +5.12%  
90% offered a salary of more than £31,000 £29,000 £27,500
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

Scala
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Scala in Bristol

Scala
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Bristol.

Salary trend for Scala in Bristol

Scala
Salary Histogram in Bristol

The salary distribution of IT jobs citing Scala in Bristol over the 3 months to 23 March 2017.

Salary histogram for Scala in Bristol

Scala
Top 30 Related IT Skills in Bristol

For the 6 months to 23 March 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 Bristol region with a requirement for Scala.

1 49 (74.24%) Java
2 38 (57.58%) Software Engineering
3 31 (46.97%) Agile Software Development
4 24 (36.36%) PhD
5 22 (33.33%) Functional Programming
6 20 (30.30%) JavaScript
7 19 (28.79%) Games
8 18 (27.27%) AngularJS
9 17 (25.76%) Node.js
10 16 (24.24%) Degree
10 16 (24.24%) Python
11 15 (22.73%) OO
12 14 (21.21%) C++
12 14 (21.21%) Artificial Intelligence
12 14 (21.21%) REST
12 14 (21.21%) Machine Learning
12 14 (21.21%) Unity (Game Engine)
12 14 (21.21%) Deep Learning
12 14 (21.21%) Theano
12 14 (21.21%) Computer Vision
13 13 (19.70%) C#
13 13 (19.70%) .NET
14 12 (18.18%) Spring
14 12 (18.18%) Microservices
15 11 (16.67%) Hibernate
16 10 (15.15%) J2EE
16 10 (15.15%) Web Services
16 10 (15.15%) Mathematics
16 10 (15.15%) Apache Flex
16 10 (15.15%) RESTful

Scala
Top Related IT Skills in Bristol 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 8 (12.12%) Apache Spark
2 6 (9.09%) DNN
3 2 (3.03%) Elasticsearch
4 1 (1.52%) Apache
4 1 (1.52%) Apache Pig
Applications
1 1 (1.52%) MS Excel
Cloud Services
1 2 (3.03%) Amazon AWS
1 2 (3.03%) Cloud Computing
Communications & Networking
1 1 (1.52%) HTTP
1 1 (1.52%) Kerberos
Database & Business Intelligence
1 6 (9.09%) MongoDB
2 5 (7.58%) Big Data
2 5 (7.58%) MySQL
2 5 (7.58%) SQL Server
3 2 (3.03%) Hadoop
3 2 (3.03%) NoSQL
4 1 (1.52%) Apache Cassandra
4 1 (1.52%) Apache Hive
4 1 (1.52%) HBase
Development Applications
1 7 (10.61%) Git (software)
2 5 (7.58%) Cucumber
3 4 (6.06%) WATIR
4 3 (4.55%) Jenkins
5 1 (1.52%) GoCD
5 1 (1.52%) Selenium
5 1 (1.52%) WebDriver
General
1 19 (28.79%) Games
2 1 (1.52%) Banking
2 1 (1.52%) Finance
2 1 (1.52%) Telecoms
Job Titles
1 29 (43.94%) Developer
2 21 (31.82%) Java Developer
3 13 (19.70%) Software Engineer
4 10 (15.15%) Scala Developer
5 8 (12.12%) Computer Engineer
5 8 (12.12%) Graduate
5 8 (12.12%) Senior Developer
6 7 (10.61%) Computer Vision Engineer
6 7 (10.61%) Lead Developer
6 7 (10.61%) Machine Learning Engineer
6 7 (10.61%) Senior Java Developer
6 7 (10.61%) Software Manager
7 6 (9.09%) Development Manager
7 6 (9.09%) Java Scala Developer
8 5 (7.58%) Lead Java Developer
8 5 (7.58%) QA Tester
8 5 (7.58%) Tester
9 4 (6.06%) Graduate Software Engineer
9 4 (6.06%) Software Developer
9 4 (6.06%) Software Development Manager
Libraries, Frameworks & Software Standards
1 18 (27.27%) AngularJS
2 17 (25.76%) Node.js
3 14 (21.21%) REST
3 14 (21.21%) Theano
3 14 (21.21%) Unity (Game Engine)
4 13 (19.70%) .NET
5 12 (18.18%) Spring
6 11 (16.67%) Hibernate
7 10 (15.15%) Apache Flex
7 10 (15.15%) J2EE
7 10 (15.15%) RESTful
7 10 (15.15%) Web Services
8 8 (12.12%) HTML
9 7 (10.61%) HTML5
10 6 (9.09%) OpenCV
10 6 (9.09%) React
11 5 (7.58%) Kafka
12 3 (4.55%) Akka
12 3 (4.55%) JSON
12 3 (4.55%) Spark Streaming
Miscellaneous
1 8 (12.12%) 3D Graphics
2 4 (6.06%) Computer Science
3 2 (3.03%) Enterprise Software
Operating Systems
1 8 (12.12%) Linux
2 2 (3.03%) Android
2 2 (3.03%) Apple iOS
2 2 (3.03%) Unix
3 1 (1.52%) Mac OS X
3 1 (1.52%) Windows
Processes & Methodologies
1 38 (57.58%) Software Engineering
2 31 (46.97%) Agile Software Development
3 22 (33.33%) Functional Programming
4 15 (22.73%) OO
5 14 (21.21%) Artificial Intelligence
5 14 (21.21%) Computer Vision
5 14 (21.21%) Deep Learning
5 14 (21.21%) Machine Learning
6 12 (18.18%) Microservices
7 10 (15.15%) Mathematics
8 8 (12.12%) Bayesian Methods
8 8 (12.12%) Game Theory
9 7 (10.61%) People Management
9 7 (10.61%) Scrum
10 6 (9.09%) Line Management
10 6 (9.09%) Neural Network
10 6 (9.09%) Reinforcement Learning
11 5 (7.58%) Automated Testing
11 5 (7.58%) Test Strategy
12 4 (6.06%) Test Automation
Programming Languages
1 49 (74.24%) Java
2 20 (30.30%) JavaScript
3 16 (24.24%) Python
4 14 (21.21%) C++
5 13 (19.70%) C#
6 10 (15.15%) Clojure
7 8 (12.12%) C
7 8 (12.12%) Fortran
8 5 (7.58%) Ruby
9 2 (3.03%) F#
9 2 (3.03%) Haskell
9 2 (3.03%) SQL
10 1 (1.52%) Bash Shell
10 1 (1.52%) Erlang
10 1 (1.52%) R
Qualifications
1 24 (36.36%) PhD
2 16 (24.24%) Degree
3 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 5 (7.58%) QA
System Software
1 1 (1.52%) Docker
1 1 (1.52%) HDFS
1 1 (1.52%) LXC
Systems Management
1 1 (1.52%) Opscode Chef
1 1 (1.52%) Puppet
Vendors
1 4 (6.06%) Oracle
2 2 (3.03%) Microsoft
3 1 (1.52%) Apple
3 1 (1.52%) Cloudera
3 1 (1.52%) Hortonworks
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