Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Scala
South West > Gloucestershire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 107 - 156
Rank change year-on-year - +156 -19
Permanent jobs citing Scala 12 0 11
As % of all permanent IT jobs advertised in Gloucestershire 0.80% - 0.49%
As % of the Programming Languages category 1.42% - 0.82%
Number of salaries quoted 11 0 10
Gloucestershire median annual salary £55,000 - £48,750
10th Percentile £35,000 - £30,750
90th Percentile £60,000 - £66,325
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 Gloucestershire with a requirement for coding skills.

All Programming Languages
Gloucestershire
Permanent vacancies with a requirement for coding skills 846 891 1,342
As % of all permanent IT jobs advertised in Gloucestershire 56.06% 61.88% 59.25%
Number of salaries quoted 656 730 1,082
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £28,500 £27,375 £29,000
90th Percentile £65,000 £62,500 £60,000
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 Gloucestershire

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

Job vacancy trend for Scala in Gloucestershire

Scala
Salary Trend in Gloucestershire

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

Salary trend for Scala in Gloucestershire

Scala
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Scala in Gloucestershire over the 6 months to 14 December 2018.

Salary histogram for Scala in Gloucestershire

Scala
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Gloucestershire region over the 6 months to 14 December 2018. 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
Cheltenham - 7 £55,000 - 2
Gloucester - 2 £47,500 -
Scala
South West

For the 6 months to 14 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 Gloucestershire region with a requirement for Scala.

1 12 (100.00%) Python
2 9 (75.00%) Java
2 9 (75.00%) Machine Learning
3 8 (66.67%) Data Science
4 7 (58.33%) Problem-Solving
4 7 (58.33%) Retail
5 6 (50.00%) Git (software)
6 5 (41.67%) Software Engineering
6 5 (41.67%) Data Analysis
6 5 (41.67%) DevOps
6 5 (41.67%) Data Analytics
6 5 (41.67%) Analytics
7 4 (33.33%) Apache Spark
7 4 (33.33%) Algorithms
7 4 (33.33%) scikit-learn
7 4 (33.33%) SDLC
7 4 (33.33%) Pandas
7 4 (33.33%) Cypher
7 4 (33.33%) Artificial Intelligence
7 4 (33.33%) Shell Script
7 4 (33.33%) C++
7 4 (33.33%) SQL
7 4 (33.33%) PhD
7 4 (33.33%) Unix
7 4 (33.33%) JSON
7 4 (33.33%) Mercurial
7 4 (33.33%) Security Cleared
7 4 (33.33%) Data Quality
7 4 (33.33%) Root Cause Analysis
7 4 (33.33%) Neo4j

Scala
Co-occurring IT Skills in Gloucestershire 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 4 (33.33%) Apache Spark
2 1 (8.33%) Apache
2 1 (8.33%) JBoss
Cloud Services
1 1 (8.33%) Amazon AWS
Communications & Networking
1 1 (8.33%) Internet
Database & Business Intelligence
1 4 (33.33%) Neo4j
2 3 (25.00%) Big Data
3 2 (16.67%) Hadoop
4 1 (8.33%) Data Lake
4 1 (8.33%) MongoDB
4 1 (8.33%) MySQL
Development Applications
1 6 (50.00%) Git (software)
2 4 (33.33%) Mercurial
3 2 (16.67%) Bitbucket
3 2 (16.67%) git-flow
3 2 (16.67%) JIRA
4 1 (8.33%) Cucumber
4 1 (8.33%) Eclipse
4 1 (8.33%) Jenkins
4 1 (8.33%) JMeter
4 1 (8.33%) Selenium
4 1 (8.33%) Zephyr
General
1 7 (58.33%) Retail
Job Titles
1 4 (33.33%) Data Engineer
1 4 (33.33%) Data Scientist
2 3 (25.00%) Software Engineer
3 1 (8.33%) C++ Software Engineer
3 1 (8.33%) Developer
3 1 (8.33%) Java Developer
3 1 (8.33%) Java Engineer
3 1 (8.33%) Java Software Engineer
3 1 (8.33%) Machine Learning Engineer
3 1 (8.33%) Python Engineer
3 1 (8.33%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 4 (33.33%) JSON
1 4 (33.33%) Natural Language Processing
1 4 (33.33%) Pandas
1 4 (33.33%) scikit-learn
1 4 (33.33%) SciPy
2 2 (16.67%) Kafka
3 1 (8.33%) ActiveMQ
3 1 (8.33%) Ajax
3 1 (8.33%) Apache Avro
3 1 (8.33%) CGI
3 1 (8.33%) Elastic Stack
3 1 (8.33%) Gherkin
3 1 (8.33%) LAMP
3 1 (8.33%) RabbitMQ
Miscellaneous
1 4 (33.33%) Algorithms
2 3 (25.00%) Analytical Skills
3 2 (16.67%) Analytical Mindset
4 1 (8.33%) Cyberattack
Operating Systems
1 4 (33.33%) Unix
2 3 (25.00%) Linux
3 1 (8.33%) CentOS
3 1 (8.33%) Ubuntu
Processes & Methodologies
1 9 (75.00%) Machine Learning
2 8 (66.67%) Data Science
3 7 (58.33%) Problem-Solving
4 5 (41.67%) Analytics
4 5 (41.67%) Data Analysis
4 5 (41.67%) Data Analytics
4 5 (41.67%) DevOps
4 5 (41.67%) Software Engineering
5 4 (33.33%) Artificial Intelligence
5 4 (33.33%) Root Cause Analysis
5 4 (33.33%) SDLC
5 4 (33.33%) Visualisation
6 3 (25.00%) Agile Software Development
6 3 (25.00%) Complexity Analysis
6 3 (25.00%) E-Commerce
6 3 (25.00%) Open Source
6 3 (25.00%) Thought Leadership
7 2 (16.67%) Requirements Analysis
7 2 (16.67%) TDD
7 2 (16.67%) Unit Testing
Programming Languages
1 12 (100.00%) Python
2 9 (75.00%) Java
3 4 (33.33%) C++
3 4 (33.33%) Cypher
3 4 (33.33%) Shell Script
3 4 (33.33%) SQL
4 3 (25.00%) C
5 2 (16.67%) Bash Shell
5 2 (16.67%) C#
5 2 (16.67%) Perl
6 1 (8.33%) Clojure
6 1 (8.33%) JavaScript
6 1 (8.33%) MATLAB
6 1 (8.33%) R
Qualifications
1 4 (33.33%) PhD
1 4 (33.33%) Security Cleared
2 3 (25.00%) DV Cleared
3 2 (16.67%) SC Cleared
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
Vendors
1 1 (8.33%) Atlassian
1 1 (8.33%) Oracle
1 1 (8.33%) Red Hat