Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Scala
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 135 129 91
Rank change year-on-year -6 -38 +97
Permanent jobs citing Scala 71 55 113
As % of all permanent IT jobs advertised in Bristol 1.85% 1.71% 2.98%
As % of the Programming Languages category 3.03% 3.02% 4.92%
Number of salaries quoted 66 44 90
Bristol median annual salary £55,000 £55,000 £60,000
Median salary % change year-on-year - -8.33% +41.18%
10th Percentile £35,000 £47,500 £41,250
90th Percentile £71,875 £73,750 £85,000
South West median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +37.50%

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 2344 1819 2299
As % of all permanent IT jobs advertised in Bristol 61.22% 56.44% 60.71%
Number of salaries quoted 1977 1600 2086
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £66,250 £68,750 £66,875
South West median annual salary £41,500 £40,000 £38,500
% change year-on-year +3.75% +3.90% +4.05%

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 18 November 2017.

Salary histogram for Scala in Bristol

For the 6 months to 18 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 Bristol region with a requirement for Scala.

1 60 (84.51%) Java
2 41 (57.75%) Python
3 40 (56.34%) Agile Software Development
4 39 (54.93%) Software Engineering
5 26 (36.62%) C#
6 23 (32.39%) Apache Spark
7 21 (29.58%) Scrum
8 20 (28.17%) Amazon AWS
9 19 (26.76%) Microservices
9 19 (26.76%) AngularJS
10 18 (25.35%) SQL
11 17 (23.94%) .NET
11 17 (23.94%) JavaScript
11 17 (23.94%) Degree
11 17 (23.94%) Functional Programming
12 16 (22.54%) Elasticsearch
13 15 (21.13%) React
14 14 (19.72%) Open Source
14 14 (19.72%) Analytics
14 14 (19.72%) Node.js
15 13 (18.31%) Machine Learning
15 13 (18.31%) Amazon EMR
15 13 (18.31%) Amazon Redshift
15 13 (18.31%) BigQuery
15 13 (18.31%) Amazon Kinesis
15 13 (18.31%) ETL
15 13 (18.31%) PhD
15 13 (18.31%) OO
16 12 (16.90%) C++
16 12 (16.90%) Clojure

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 23 (32.39%) Apache Spark
2 16 (22.54%) Elasticsearch
3 10 (14.08%) DNN
4 5 (7.04%) Apache Pig
5 1 (1.41%) Apache Solr
Cloud Services
1 20 (28.17%) Amazon AWS
2 13 (18.31%) Amazon EMR
2 13 (18.31%) Amazon Kinesis
3 9 (12.68%) Microsoft Azure
4 7 (9.86%) GitHub
5 4 (5.63%) Google Cloud Platform
6 1 (1.41%) Cloud Computing
6 1 (1.41%) Google Analytics
Communications & Networking
1 1 (1.41%) Network Security
Database & Business Intelligence
1 13 (18.31%) Amazon Redshift
1 13 (18.31%) BigQuery
2 7 (9.86%) Hadoop
3 5 (7.04%) Apache Hive
3 5 (7.04%) Big Data
3 5 (7.04%) Impala
3 5 (7.04%) Power BI
3 5 (7.04%) Presto
3 5 (7.04%) Spotfire
4 4 (5.63%) NoSQL
5 2 (2.82%) MongoDB
5 2 (2.82%) PostgreSQL
6 1 (1.41%) Apache Cassandra
6 1 (1.41%) GIS
6 1 (1.41%) MySQL
6 1 (1.41%) Neo4j
6 1 (1.41%) Relational Database
6 1 (1.41%) SQL Server
Development Applications
1 12 (16.90%) Git (software)
2 6 (8.45%) JIRA
3 2 (2.82%) Cucumber
3 2 (2.82%) Jenkins
4 1 (1.41%) Bitbucket
4 1 (1.41%) Gradle
4 1 (1.41%) Hudson
4 1 (1.41%) Selenium
4 1 (1.41%) WATIR
4 1 (1.41%) WebDriver
General
1 10 (14.08%) Games
2 6 (8.45%) Electronics
3 4 (5.63%) Telecoms
4 3 (4.23%) Finance
4 3 (4.23%) Retail
Job Titles
1 33 (46.48%) Developer
2 15 (21.13%) Software Engineer
3 14 (19.72%) Java Developer
4 11 (15.49%) Senior Developer
4 11 (15.49%) Senior Java Developer
5 9 (12.68%) Scala Developer
6 8 (11.27%) Software Developer
7 6 (8.45%) AWS Engineer
7 6 (8.45%) Computer Engineer
7 6 (8.45%) Computer Vision Engineer
7 6 (8.45%) Developer/Software Engineer
7 6 (8.45%) Development Manager
7 6 (8.45%) Software Manager
8 5 (7.04%) C++ Developer
8 5 (7.04%) C++ Software Developer
8 5 (7.04%) Data Engineer
8 5 (7.04%) Java Engineer
8 5 (7.04%) Java Software Engineer
8 5 (7.04%) Software Development Manager
8 5 (7.04%) Technical Leader
Libraries, Frameworks & Software Standards
1 19 (26.76%) AngularJS
2 17 (23.94%) .NET
3 15 (21.13%) React
4 14 (19.72%) Node.js
5 12 (16.90%) Kafka
6 11 (15.49%) HTML
6 11 (15.49%) HTML5
7 10 (14.08%) MLlib
7 10 (14.08%) OpenCV
7 10 (14.08%) Pandas
7 10 (14.08%) Theano
7 10 (14.08%) Unity (Game Engine)
8 7 (9.86%) Apache Flex
9 6 (8.45%) REST
10 5 (7.04%) JSON
11 4 (5.63%) Spring
12 3 (4.23%) Hibernate
12 3 (4.23%) J2EE
12 3 (4.23%) Velocity
12 3 (4.23%) Web Services
Miscellaneous
1 11 (15.49%) Robotics
2 10 (14.08%) Clustering
3 7 (9.86%) Internet of Things
4 6 (8.45%) User Experience
5 5 (7.04%) Computer Science
6 4 (5.63%) Digital Media
7 2 (2.82%) Enterprise Software
8 1 (1.41%) 3D Graphics
8 1 (1.41%) CUDA
Operating Systems
1 11 (15.49%) Linux
2 1 (1.41%) Android
2 1 (1.41%) Apple iOS
Processes & Methodologies
1 40 (56.34%) Agile Software Development
2 39 (54.93%) Software Engineering
3 21 (29.58%) Scrum
4 19 (26.76%) Microservices
5 17 (23.94%) Functional Programming
6 14 (19.72%) Analytics
6 14 (19.72%) Open Source
7 13 (18.31%) ETL
7 13 (18.31%) Machine Learning
7 13 (18.31%) OO
8 11 (15.49%) Artificial Intelligence
8 11 (15.49%) Computer Vision
8 11 (15.49%) Continuous Delivery
8 11 (15.49%) Neural Network
9 10 (14.08%) Coaching
9 10 (14.08%) Deep Learning
9 10 (14.08%) DevOps
9 10 (14.08%) MapReduce
9 10 (14.08%) Reinforcement Learning
10 8 (11.27%) BDD
Programming Languages
1 60 (84.51%) Java
2 41 (57.75%) Python
3 26 (36.62%) C#
4 18 (25.35%) SQL
5 17 (23.94%) JavaScript
6 12 (16.90%) C++
6 12 (16.90%) Clojure
7 9 (12.68%) Haskell
8 8 (11.27%) F#
9 5 (7.04%) Go
10 4 (5.63%) Erlang
10 4 (5.63%) Lisp
11 3 (4.23%) R
11 3 (4.23%) Ruby
12 1 (1.41%) C
12 1 (1.41%) Embedded C++
12 1 (1.41%) ES6
Qualifications
1 17 (23.94%) Degree
2 13 (18.31%) PhD
3 3 (4.23%) Computer Science Degree
4 1 (1.41%) Security Cleared
Quality Assurance & Compliance
1 2 (2.82%) QA
2 1 (1.41%) GCP
System Software
1 9 (12.68%) Docker
Systems Management
1 1 (1.41%) Ansible
Vendors
1 6 (8.45%) Atlassian
2 5 (7.04%) Google
2 5 (7.04%) Tableau
3 1 (1.41%) Microsoft
3 1 (1.41%) NVIDIA
3 1 (1.41%) Oracle
3 1 (1.41%) Salesforce.com
3 1 (1.41%) WSO2