The table below looks at the statistics for Scala skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Scala over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Scala
Rank 108 90 104
Rank change year-on-year
-18 +14
Permanent jobs citing Scala 1 5 1
As % of all permanent IT jobs located in Gloucestershire 0.085% 0.50% 0.086%
As % of the Programming Languages category 0.14% 0.87% 0.14%
Number of salaries quoted 1 5 1
Median salary £57,500 £60,000 £37,500
Median salary % change year-on-year
-4.16% +60.00%
UK excluding London median salary £52,500 £50,250 £40,000
% change year-on-year
+4.47% +25.62%
Scala
South West

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Gloucestershire region.

Programming Languages Category
Gloucestershire
Permanent IT job ads with a match in the
Programming Languages category
719 578 701
As % of all permanent IT jobs located in Gloucestershire 61.24% 58.27% 60.17%
Number of salaries quoted 593 461 606
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £55,000 £52,500 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Scala
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire region citing Scala as a proportion of all IT jobs with a match in the Programming Languages category.

Scala Jobs Demand Trend in Gloucestershire

Scala
Salary Trend in Gloucestershire

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

Scala Salary Trend in Gloucestershire

Scala
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 4 December 2016, 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 Gloucestershire region with a requirement for Scala.

1 13 (100.00%) Java
2 11 (84.62%) Software Engineering
2 11 (84.62%) Hadoop
2 11 (84.62%) Apache Spark
3 10 (76.92%) Cybersecurity
3 10 (76.92%) Python
4 9 (69.23%) C++
4 9 (69.23%) Security Cleared
4 9 (69.23%) Apache Pig
5 8 (61.54%) Apache Hive
5 8 (61.54%) MongoDB
6 7 (53.85%) DV Cleared
6 7 (53.85%) C#
7 6 (46.15%) C
7 6 (46.15%) Reverse Engineering
7 6 (46.15%) Big Data
8 5 (38.46%) Cyber Attack
8 5 (38.46%) SC Cleared
8 5 (38.46%) Ethical Hacking
8 5 (38.46%) SQL
9 4 (30.77%) Open Source
9 4 (30.77%) Visualisation
9 4 (30.77%) Neo4j
10 3 (23.08%) MapReduce
10 3 (23.08%) NoSQL
10 3 (23.08%) R
10 3 (23.08%) OrientDB
10 3 (23.08%) Cyberthreat
10 3 (23.08%) Confluence
10 3 (23.08%) Apache

Scala
Top Related 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 11 (84.62%) Apache Spark
2 9 (69.23%) Apache Pig
3 3 (23.08%) Apache
3 3 (23.08%) Confluence
4 2 (15.38%) Elasticsearch
5 1 (7.69%) SAS
5 1 (7.69%) SharePoint
Cloud Services
1 1 (7.69%) Microsoft Azure
Communications & Networking
1 1 (7.69%) Internet
1 1 (7.69%) Network Security
Database & Business Intelligence
1 11 (84.62%) Hadoop
2 8 (61.54%) Apache Hive
2 8 (61.54%) MongoDB
3 6 (46.15%) Big Data
4 4 (30.77%) Neo4j
5 3 (23.08%) NoSQL
5 3 (23.08%) OrientDB
6 2 (15.38%) Apache Accumulo
6 2 (15.38%) MySQL
7 1 (7.69%) Amazon Redshift
7 1 (7.69%) Apache Cassandra
7 1 (7.69%) Impala
7 1 (7.69%) Oracle Database
7 1 (7.69%) Oracle Database 11g
7 1 (7.69%) Parquet
7 1 (7.69%) QlikView
7 1 (7.69%) Relational Database
Development Applications
1 3 (23.08%) JIRA
2 1 (7.69%) Atlassian Bamboo
2 1 (7.69%) Bitbucket
2 1 (7.69%) Jenkins
Job Titles
1 10 (76.92%) Software Engineer
2 3 (23.08%) Developer
3 2 (15.38%) Developer/Software Engineer
3 2 (15.38%) Software Developer
4 1 (7.69%) Analyst
4 1 (7.69%) Analyst Developer
4 1 (7.69%) Architect
4 1 (7.69%) Big Data Architect
4 1 (7.69%) Big Data Engineer
4 1 (7.69%) Data Analyst
4 1 (7.69%) Data Architect
4 1 (7.69%) Data Engineer
4 1 (7.69%) Data Scientist
4 1 (7.69%) Developer Analyst
4 1 (7.69%) Development Engineer
4 1 (7.69%) Graduate
4 1 (7.69%) Graduate Software Engineer
4 1 (7.69%) Research Engineer
4 1 (7.69%) Scrum Master
4 1 (7.69%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) Java EE
1 2 (15.38%) Kafka
2 1 (7.69%) ASP.NET
2 1 (7.69%) EJB
2 1 (7.69%) JSF
2 1 (7.69%) JSON
2 1 (7.69%) Spark Streaming
2 1 (7.69%) Spring
2 1 (7.69%) XML
Miscellaneous
1 5 (38.46%) Cyber Attack
2 4 (30.77%) Visualisation
3 3 (23.08%) Cyberthreat
3 3 (23.08%) Wiki
4 2 (15.38%) Computer Science
5 1 (7.69%) Analytical Skills
5 1 (7.69%) Artificial Intelligence
5 1 (7.69%) Mathematics
5 1 (7.69%) Physics
Processes & Methodologies
1 11 (84.62%) Software Engineering
2 10 (76.92%) Cybersecurity
3 6 (46.15%) Reverse Engineering
4 5 (38.46%) Ethical Hacking
5 4 (30.77%) Open Source
6 3 (23.08%) Agile Software Development
6 3 (23.08%) MapReduce
6 3 (23.08%) Scrum
7 2 (15.38%) Integration Testing
7 2 (15.38%) Machine Learning
7 2 (15.38%) Network Design
7 2 (15.38%) OO
7 2 (15.38%) OOD
8 1 (7.69%) Business Intelligence
8 1 (7.69%) Capacity Planning
8 1 (7.69%) Data Analysis
8 1 (7.69%) Data Visualisation
8 1 (7.69%) ETL
8 1 (7.69%) RDF
8 1 (7.69%) Requirements Analysis
Programming Languages
1 13 (100.00%) Java
2 10 (76.92%) Python
3 9 (69.23%) C++
4 7 (53.85%) C#
5 6 (46.15%) C
6 5 (38.46%) SQL
7 3 (23.08%) R
8 2 (15.38%) JavaScript
9 1 (7.69%) MATLAB
9 1 (7.69%) PL/SQL
9 1 (7.69%) Ruby
Qualifications
1 9 (69.23%) Security Cleared
2 7 (53.85%) DV Cleared
3 5 (38.46%) SC Cleared
4 2 (15.38%) Degree
System Software
1 2 (15.38%) Apache ZooKeeper
Systems Management
1 2 (15.38%) Hadoop YARN
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) Hortonworks
3 1 (7.69%) Tableau
3 1 (7.69%) TIBCO