Period
to 21 October 2018

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 6 months to 21 October 2018 with a comparison to the same period in the previous 2 years.

Scala
South West > Bristol
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 124 141 136
Rank change year-on-year +17 -5 -38
Permanent jobs citing Scala 67 59 46
As % of all permanent IT jobs advertised in Bristol 1.83% 1.57% 1.43%
As % of the Programming Languages category 2.96% 2.54% 2.51%
Number of salaries quoted 42 52 38
Bristol median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% -
10th Percentile £38,750 £35,000 £47,500
90th Percentile £87,500 £74,750 £73,750
South West median annual salary £60,000 £57,500 £50,000
% change year-on-year +4.35% +15.00% -9.09%

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 Bristol with a requirement for coding skills.

All Programming Languages
Bristol
Permanent vacancies with a requirement for coding skills 2,264 2,321 1,833
As % of all permanent IT jobs advertised in Bristol 61.74% 61.81% 56.94%
Number of salaries quoted 1,863 1,959 1,647
Bristol median annual salary £45,000 £44,250 £42,500
Median salary % change year-on-year +1.69% +4.12% +6.25%
10th Percentile £27,500 £25,500 £26,250
90th Percentile £65,000 £66,250 £63,250
South West median annual salary £44,500 £41,377 £40,000
% change year-on-year +7.55% +3.44% +3.90%

Scala
Job Vacancy Trend in Bristol

Job postings citing Scala as a percentage of all IT jobs advertised in Bristol.

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 6 months to 21 October 2018.

Salary histogram for Scala in Bristol

For the 6 months to 21 October 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Scala.

1 56 (83.58%) Agile Software Development
2 44 (65.67%) Java
3 36 (53.73%) C#
4 27 (40.30%) Test Automation
5 26 (38.81%) Microservices
6 24 (35.82%) React
6 24 (35.82%) AngularJS
7 20 (29.85%) Software Engineering
7 20 (29.85%) Apache Spark
8 17 (25.37%) Big Data
8 17 (25.37%) Hadoop
8 17 (25.37%) Node.js
8 17 (25.37%) Functional Programming
9 15 (22.39%) HTML5
9 15 (22.39%) HTML
9 15 (22.39%) Scrum
9 15 (22.39%) TDD
10 14 (20.90%) SOA
10 14 (20.90%) Microsoft
10 14 (20.90%) Elasticsearch
11 13 (19.40%) DevOps
11 13 (19.40%) Open Source
11 13 (19.40%) BDD
11 13 (19.40%) KnockoutJS
12 12 (17.91%) SQL
12 12 (17.91%) OO
12 12 (17.91%) Games
13 11 (16.42%) Clojure
13 11 (16.42%) Git (software)
13 11 (16.42%) Mentoring

Scala
Co-occurring 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 20 (29.85%) Apache Spark
2 14 (20.90%) Elasticsearch
3 8 (11.94%) Tomcat
4 6 (8.96%) CMS
5 3 (4.48%) Apache Pig
6 1 (1.49%) EPiServer
Cloud Services
1 10 (14.93%) Slack
2 7 (10.45%) Amazon AWS
3 6 (8.96%) GitHub
4 5 (7.46%) Cloud Computing
5 3 (4.48%) Amazon EMR
5 3 (4.48%) Amazon Kinesis
5 3 (4.48%) AWS CloudFormation
5 3 (4.48%) Google Cloud Platform
5 3 (4.48%) Microsoft Azure
Communications & Networking
1 8 (11.94%) IPv4
1 8 (11.94%) IPv6
1 8 (11.94%) TCP/IP
2 3 (4.48%) HTTP
Database & Business Intelligence
1 17 (25.37%) Big Data
1 17 (25.37%) Hadoop
2 8 (11.94%) InfluxDB
2 8 (11.94%) Neo4j
3 7 (10.45%) NoSQL
4 4 (5.97%) Apache Hive
5 3 (4.48%) Amazon Athena
5 3 (4.48%) Amazon Redshift
5 3 (4.48%) BigQuery
5 3 (4.48%) Impala
5 3 (4.48%) MongoDB
5 3 (4.48%) PostgreSQL
5 3 (4.48%) Power BI
5 3 (4.48%) Presto
5 3 (4.48%) Redis
5 3 (4.48%) Spotfire
6 2 (2.99%) Relational Database
6 2 (2.99%) SQL Server
7 1 (1.49%) HBase
7 1 (1.49%) SQL Server Integration Services
Development Applications
1 11 (16.42%) Git (software)
2 10 (14.93%) CircleCI
2 10 (14.93%) GoCD
2 10 (14.93%) JUnit
2 10 (14.93%) Spock
3 6 (8.96%) git-flow
3 6 (8.96%) SpecFlow
4 3 (4.48%) JIRA
5 2 (2.99%) Cucumber
5 2 (2.99%) Geb
5 2 (2.99%) Jasmine
5 2 (2.99%) NUnit
5 2 (2.99%) Selenium
5 2 (2.99%) WebDriver
General
1 12 (17.91%) Games
2 3 (4.48%) Retail
3 1 (1.49%) Marketing
Job Titles
1 20 (29.85%) Developer
2 18 (26.87%) Architect
2 18 (26.87%) Technical Architect
3 17 (25.37%) Software Developer
4 14 (20.90%) Software Engineer
5 10 (14.93%) Lead Developer
6 9 (13.43%) Developer/Software Engineer
6 9 (13.43%) Java Developer
6 9 (13.43%) Lead Software Developer
6 9 (13.43%) Lead Software Engineer
6 9 (13.43%) Principal Developer
6 9 (13.43%) Principal Engineer
6 9 (13.43%) Principal Software Developer
6 9 (13.43%) Principal Software Engineer
7 8 (11.94%) Java Software Developer
8 6 (8.96%) Automation Tester
8 6 (8.96%) Java Architect
8 6 (8.96%) Java Technical Architect
8 6 (8.96%) Senior Automation Tester
8 6 (8.96%) Senior QA Tester
Libraries, Frameworks & Software Standards
1 24 (35.82%) AngularJS
1 24 (35.82%) React
2 17 (25.37%) Node.js
3 15 (22.39%) HTML
3 15 (22.39%) HTML5
4 13 (19.40%) KnockoutJS
5 10 (14.93%) Kafka
6 9 (13.43%) .NET
6 9 (13.43%) REST
7 8 (11.94%) GWT
7 8 (11.94%) Vaadin
8 3 (4.48%) Akka
8 3 (4.48%) MLlib
8 3 (4.48%) Pandas
8 3 (4.48%) Play Framework
9 2 (2.99%) ASP.NET
9 2 (2.99%) SOAP
10 1 (1.49%) CSS
10 1 (1.49%) JSON
10 1 (1.49%) Web Services
Miscellaneous
1 3 (4.48%) Blog
1 3 (4.48%) Clustering
2 2 (2.99%) Algorithms
2 2 (2.99%) Fintech
2 2 (2.99%) User Experience
Operating Systems
1 8 (11.94%) FreeBSD
1 8 (11.94%) Linux
2 6 (8.96%) Android
2 6 (8.96%) Apple iOS
2 6 (8.96%) Unix
2 6 (8.96%) Windows
Processes & Methodologies
1 56 (83.58%) Agile Software Development
2 27 (40.30%) Test Automation
3 26 (38.81%) Microservices
4 20 (29.85%) Software Engineering
5 17 (25.37%) Functional Programming
6 15 (22.39%) Scrum
6 15 (22.39%) TDD
7 14 (20.90%) SOA
8 13 (19.40%) BDD
8 13 (19.40%) DevOps
8 13 (19.40%) Open Source
9 12 (17.91%) OO
10 11 (16.42%) Mentoring
10 11 (16.42%) SDLC
11 8 (11.94%) Problem-Solving
12 7 (10.45%) Continuous Delivery
12 7 (10.45%) Disruptive Innovation
12 7 (10.45%) Test Strategy
13 6 (8.96%) Test Management
13 6 (8.96%) Test Scripting
Programming Languages
1 44 (65.67%) Java
2 36 (53.73%) C#
3 12 (17.91%) SQL
4 11 (16.42%) Clojure
5 10 (14.93%) JavaScript
6 8 (11.94%) Groovy
7 7 (10.45%) Ruby
8 5 (7.46%) Python
9 1 (1.49%) T-SQL
Qualifications
1 1 (1.49%) ISEB
1 1 (1.49%) ISTQB
Quality Assurance & Compliance
1 7 (10.45%) QA
System Software
1 6 (8.96%) Docker
Systems Management
1 8 (11.94%) Icinga
2 3 (4.48%) Kubernetes
2 3 (4.48%) Terraform
3 1 (1.49%) Oozie
Vendors
1 14 (20.90%) Microsoft
2 3 (4.48%) Atlassian
2 3 (4.48%) Tableau
3 1 (1.49%) Informatica
3 1 (1.49%) Sitecore