Period
to 24 June 2019

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 24 June 2019 with a comparison to the same period in the previous 2 years.

Scala
South West > Gloucestershire
6 months to
24 Jun 2019
Same period 2018 Same period 2017
Rank 118 120 138
Rank change year-on-year +2 +18 -38
Permanent jobs citing Scala 20 10 8
As % of all permanent IT jobs advertised in Gloucestershire 1.28% 0.62% 0.45%
As % of the Programming Languages category 2.10% 0.97% 0.67%
Number of salaries quoted 21 4 8
Gloucestershire median annual salary £52,500 £62,500 £42,500
Median salary % change year-on-year -16.00% +47.06% -13.27%
10th Percentile £35,000 £50,875 £31,250
90th Percentile £61,250 £66,250 £51,500
South West median annual salary £55,000 £55,000 £55,000

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 952 1,035 1,203
As % of all permanent IT jobs advertised in Gloucestershire 60.79% 64.05% 67.77%
Number of salaries quoted 717 834 987
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £28,750 £28,400 £27,500
90th Percentile £62,900 £62,500 £63,750
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 24 June 2019.

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 24 June 2019. 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 +13 9 £55,000 -12.00%
Gloucester - 1 £30,000 -
Scala
South West

For the 6 months to 24 June 2019, 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 20 (100.00%) Python
2 19 (95.00%) Java
3 16 (80.00%) Software Engineering
3 16 (80.00%) Git (software)
3 16 (80.00%) Problem-Solving
4 13 (65.00%) Machine Learning
5 11 (55.00%) Security Cleared
6 10 (50.00%) C++
6 10 (50.00%) Data Science
7 9 (45.00%) Cypher
7 9 (45.00%) DevOps
7 9 (45.00%) Pandas
7 9 (45.00%) Apache Spark
7 9 (45.00%) Algorithms
7 9 (45.00%) scikit-learn
7 9 (45.00%) SDLC
7 9 (45.00%) Unix
7 9 (45.00%) SQL
7 9 (45.00%) Data Analysis
7 9 (45.00%) Retail
7 9 (45.00%) Shell Script
7 9 (45.00%) JSON
7 9 (45.00%) Mercurial
7 9 (45.00%) Data Quality
7 9 (45.00%) Root Cause Analysis
7 9 (45.00%) Neo4j
7 9 (45.00%) SciPy
7 9 (45.00%) Natural Language Processing
8 8 (40.00%) Big Data
8 8 (40.00%) Data Analytics

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 9 (45.00%) Apache Spark
2 5 (25.00%) Apache
3 3 (15.00%) Elasticsearch
Cloud Services
1 8 (40.00%) Amazon AWS
2 3 (15.00%) Microsoft Azure
Database & Business Intelligence
1 9 (45.00%) Neo4j
2 8 (40.00%) Big Data
2 8 (40.00%) Hadoop
3 5 (25.00%) Data Lake
4 3 (15.00%) Apache Cassandra
4 3 (15.00%) NoSQL
Development Applications
1 16 (80.00%) Git (software)
2 9 (45.00%) Mercurial
3 7 (35.00%) Bitbucket
3 7 (35.00%) Bitbucket Server
3 7 (35.00%) git-flow
3 7 (35.00%) JIRA
General
1 9 (45.00%) Retail
Job Titles
1 10 (50.00%) Software Engineer
2 5 (25.00%) Data Engineer
2 5 (25.00%) Data Scientist
3 3 (15.00%) C++ Software Engineer
3 3 (15.00%) Developer
3 3 (15.00%) Developer/Software Engineer
3 3 (15.00%) Java Engineer
3 3 (15.00%) Java Software Engineer
3 3 (15.00%) Python Engineer
3 3 (15.00%) Python Software Engineer
3 3 (15.00%) Software Developer
4 1 (5.00%) Graduate
4 1 (5.00%) Lead Developer
4 1 (5.00%) Lead Software Developer
4 1 (5.00%) Lead Software Engineer
4 1 (5.00%) Senior Developer
4 1 (5.00%) Senior Software Developer
4 1 (5.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (45.00%) JSON
1 9 (45.00%) Natural Language Processing
1 9 (45.00%) Pandas
1 9 (45.00%) scikit-learn
1 9 (45.00%) SciPy
2 5 (25.00%) Apache Avro
2 5 (25.00%) Kafka
3 3 (15.00%) AngularJS
3 3 (15.00%) Ember.js
3 3 (15.00%) Node.js
3 3 (15.00%) React
Miscellaneous
1 9 (45.00%) Algorithms
2 8 (40.00%) Analytical Skills
3 7 (35.00%) Analytical Mindset
Operating Systems
1 9 (45.00%) Unix
2 7 (35.00%) Linux
Processes & Methodologies
1 16 (80.00%) Problem-Solving
1 16 (80.00%) Software Engineering
2 13 (65.00%) Machine Learning
3 10 (50.00%) Data Science
4 9 (45.00%) Data Analysis
4 9 (45.00%) DevOps
4 9 (45.00%) Root Cause Analysis
4 9 (45.00%) SDLC
5 8 (40.00%) Agile Software Development
5 8 (40.00%) Analytics
5 8 (40.00%) Data Analytics
5 8 (40.00%) Open Source
6 7 (35.00%) Cybersecurity
6 7 (35.00%) Kanban
6 7 (35.00%) Requirements Analysis
6 7 (35.00%) Scrum
6 7 (35.00%) TDD
6 7 (35.00%) Unit Testing
7 5 (25.00%) Data Management
7 5 (25.00%) Quality Management
Programming Languages
1 20 (100.00%) Python
2 19 (95.00%) Java
3 10 (50.00%) C++
4 9 (45.00%) Cypher
4 9 (45.00%) Shell Script
4 9 (45.00%) SQL
5 7 (35.00%) Bash Shell
5 7 (35.00%) C
5 7 (35.00%) Perl
6 5 (25.00%) Clojure
7 3 (15.00%) C#
7 3 (15.00%) Go
7 3 (15.00%) JavaScript
8 1 (5.00%) MATLAB
8 1 (5.00%) R
Qualifications
1 11 (55.00%) Security Cleared
2 8 (40.00%) DV Cleared
3 1 (5.00%) PhD
Quality Assurance & Compliance
1 9 (45.00%) Data Quality