Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Scala
South West > Bristol
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 132 129 131
Rank change year-on-year -3 +2 -21
Permanent jobs citing Scala 61 78 57
As % of all permanent IT jobs advertised in Bristol 1.67% 2.05% 1.77%
As % of the Programming Languages category 2.81% 3.38% 3.13%
Number of salaries quoted 44 74 47
Bristol median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - -15.38%
10th Percentile £46,625 £35,000 £47,500
90th Percentile £86,000 £70,000 £73,750
South West median annual salary £60,000 £55,000 £50,000
% change year-on-year +9.09% +10.00% -16.67%

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 2,171 2,308 1,821
As % of all permanent IT jobs advertised in Bristol 59.46% 60.59% 56.41%
Number of salaries quoted 1,785 1,941 1,585
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £28,750 £26,250 £27,500
90th Percentile £67,500 £65,000 £68,750
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +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 13 December 2018.

Salary histogram for Scala in Bristol

For the 6 months to 13 December 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 50 (81.97%) Agile Software Development
2 42 (68.85%) Java
3 34 (55.74%) C#
4 30 (49.18%) Microservices
5 23 (37.70%) React
5 23 (37.70%) AngularJS
6 22 (36.07%) Node.js
6 22 (36.07%) Apache Spark
7 21 (34.43%) Test Automation
7 21 (34.43%) Software Engineering
8 17 (27.87%) Functional Programming
9 16 (26.23%) HTML
9 16 (26.23%) OO
10 15 (24.59%) Open Source
11 14 (22.95%) HTML5
11 14 (22.95%) Big Data
11 14 (22.95%) Scrum
12 13 (21.31%) TDD
12 13 (21.31%) JavaScript
12 13 (21.31%) SQL
12 13 (21.31%) SOA
12 13 (21.31%) Microsoft
12 13 (21.31%) Clojure
12 13 (21.31%) Hadoop
12 13 (21.31%) Mentoring
13 12 (19.67%) Kafka
13 12 (19.67%) KnockoutJS
14 11 (18.03%) Elasticsearch
15 10 (16.39%) SDLC
15 10 (16.39%) Slack

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 22 (36.07%) Apache Spark
2 11 (18.03%) Elasticsearch
3 6 (9.84%) CMS
4 4 (6.56%) Tomcat
5 1 (1.64%) EPiServer
Cloud Services
1 10 (16.39%) Slack
2 8 (13.11%) Amazon AWS
3 7 (11.48%) AWS CloudFormation
3 7 (11.48%) GitHub
3 7 (11.48%) Google Cloud Platform
4 5 (8.20%) Cloud Computing
Communications & Networking
1 7 (11.48%) HTTP
2 4 (6.56%) IPv4
2 4 (6.56%) IPv6
2 4 (6.56%) TCP/IP
Database & Business Intelligence
1 14 (22.95%) Big Data
2 13 (21.31%) Hadoop
3 9 (14.75%) NoSQL
4 7 (11.48%) MongoDB
4 7 (11.48%) PostgreSQL
4 7 (11.48%) Redis
5 4 (6.56%) InfluxDB
5 4 (6.56%) Neo4j
5 4 (6.56%) Relational Database
6 2 (3.28%) SQL Server
7 1 (1.64%) Apache Hive
7 1 (1.64%) HBase
7 1 (1.64%) SQL Server Integration Services
Development Applications
1 9 (14.75%) CircleCI
1 9 (14.75%) GoCD
2 8 (13.11%) JUnit
2 8 (13.11%) Spock
3 7 (11.48%) Git (software)
4 6 (9.84%) git-flow
4 6 (9.84%) SpecFlow
5 4 (6.56%) Cucumber
5 4 (6.56%) Geb
5 4 (6.56%) Jasmine
5 4 (6.56%) NUnit
5 4 (6.56%) Selenium
5 4 (6.56%) WebDriver
General
1 8 (13.11%) Retail
2 2 (3.28%) Games
2 2 (3.28%) Telecoms
3 1 (1.64%) Marketing
Job Titles
1 19 (31.15%) Software Engineer
2 18 (29.51%) Developer
3 17 (27.87%) Architect
3 17 (27.87%) Technical Architect
4 13 (21.31%) Software Developer
5 10 (16.39%) Lead Developer
6 9 (14.75%) Developer/Software Engineer
6 9 (14.75%) Lead Software Developer
6 9 (14.75%) Lead Software Engineer
6 9 (14.75%) Principal Developer
6 9 (14.75%) Principal Engineer
6 9 (14.75%) Principal Software Developer
6 9 (14.75%) Principal Software Engineer
7 6 (9.84%) Automation Tester
7 6 (9.84%) Java Developer
7 6 (9.84%) QA Automation Tester
7 6 (9.84%) Senior Automation Tester
7 6 (9.84%) Senior QA Tester
7 6 (9.84%) Senior Software Engineer
7 6 (9.84%) Senior Tester
Libraries, Frameworks & Software Standards
1 23 (37.70%) AngularJS
1 23 (37.70%) React
2 22 (36.07%) Node.js
3 16 (26.23%) HTML
4 14 (22.95%) HTML5
5 12 (19.67%) Kafka
5 12 (19.67%) KnockoutJS
6 10 (16.39%) .NET
7 7 (11.48%) Akka
7 7 (11.48%) Play Framework
7 7 (11.48%) REST
8 4 (6.56%) GWT
8 4 (6.56%) SOAP
8 4 (6.56%) Vaadin
9 3 (4.92%) CSS
10 2 (3.28%) Apache Flex
10 2 (3.28%) ASP.NET
11 1 (1.64%) CSS3
11 1 (1.64%) JSON
11 1 (1.64%) Web Services
Miscellaneous
1 8 (13.11%) Blog
2 4 (6.56%) Algorithms
2 4 (6.56%) Fintech
2 4 (6.56%) User Experience
3 2 (3.28%) Digital Media
Operating Systems
1 6 (9.84%) Android
1 6 (9.84%) Apple iOS
1 6 (9.84%) Unix
1 6 (9.84%) Windows
2 4 (6.56%) FreeBSD
2 4 (6.56%) Linux
Processes & Methodologies
1 50 (81.97%) Agile Software Development
2 30 (49.18%) Microservices
3 21 (34.43%) Software Engineering
3 21 (34.43%) Test Automation
4 17 (27.87%) Functional Programming
5 16 (26.23%) OO
6 15 (24.59%) Open Source
7 14 (22.95%) Scrum
8 13 (21.31%) Mentoring
8 13 (21.31%) SOA
8 13 (21.31%) TDD
9 10 (16.39%) SDLC
10 9 (14.75%) BDD
11 8 (13.11%) DevOps
12 7 (11.48%) Community of Practice
12 7 (11.48%) Test Strategy
13 6 (9.84%) Cross-Browser Testing
13 6 (9.84%) Non-Functional Testing
13 6 (9.84%) QA Automation
13 6 (9.84%) Web Accessibility
Programming Languages
1 42 (68.85%) Java
2 34 (55.74%) C#
3 13 (21.31%) Clojure
3 13 (21.31%) JavaScript
3 13 (21.31%) SQL
4 7 (11.48%) Python
4 7 (11.48%) Ruby
5 4 (6.56%) Groovy
6 2 (3.28%) Erlang
6 2 (3.28%) F#
6 2 (3.28%) Go
6 2 (3.28%) Haskell
6 2 (3.28%) Lisp
7 1 (1.64%) Java 8
7 1 (1.64%) T-SQL
Qualifications
1 1 (1.64%) ISEB
1 1 (1.64%) ISTQB
Quality Assurance & Compliance
1 7 (11.48%) QA
System Software
1 7 (11.48%) Docker
Systems Management
1 7 (11.48%) Kubernetes
1 7 (11.48%) Terraform
2 4 (6.56%) Icinga
3 1 (1.64%) Oozie
Vendors
1 13 (21.31%) Microsoft
2 1 (1.64%) Informatica
2 1 (1.64%) Sitecore