Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Scala
Nottinghamshire > Nottingham
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 85 123 133
Rank change year-on-year +38 +10 +19
Permanent jobs citing Scala 27 13 10
As % of all permanent IT jobs advertised in Nottingham 1.96% 0.73% 0.51%
As % of the Programming Languages category 3.34% 1.21% 0.91%
Number of salaries quoted 13 9 6
Nottingham median annual salary £65,000 £49,000 £45,000
Median salary % change year-on-year +32.65% +8.89% -25.00%
10th Percentile £41,500 £37,950 £34,000
90th Percentile £81,500 £56,250 £47,500
Nottinghamshire median annual salary £65,000 £49,000 £45,000
% change year-on-year +32.65% +8.89% -25.00%

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 Nottingham with a requirement for coding skills.

All Programming Languages
Nottingham
Permanent vacancies with a requirement for coding skills 808 1,071 1,095
As % of all permanent IT jobs advertised in Nottingham 58.55% 59.80% 55.90%
Number of salaries quoted 640 933 930
Nottingham median annual salary £42,500 £42,500 £42,500
10th Percentile £28,975 £27,500 £26,250
90th Percentile £67,500 £65,000 £66,250
Nottinghamshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +10.67%

Scala
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Scala in Nottingham

Scala
Salary Trend in Nottingham

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

Salary trend for Scala in Nottingham

Scala
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Scala in Nottingham over the 6 months to 22 October 2018.

Salary histogram for Scala in Nottingham

For the 6 months to 22 October 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 Nottingham region with a requirement for Scala.

1 24 (88.89%) Hadoop
1 24 (88.89%) Big Data
1 24 (88.89%) Apache Spark
2 21 (77.78%) Java
3 17 (62.96%) SQL
4 16 (59.26%) Python
4 16 (59.26%) NoSQL
5 15 (55.56%) Agile Software Development
6 13 (48.15%) Cloudera
7 12 (44.44%) HBase
7 12 (44.44%) Oozie
8 11 (40.74%) Analytics
8 11 (40.74%) Continuous Integration
8 11 (40.74%) Software Engineering
9 10 (37.04%) TDD
10 9 (33.33%) Linux
10 9 (33.33%) Telematics
10 9 (33.33%) Big Data Analytics
10 9 (33.33%) Data Analytics
10 9 (33.33%) Computational Intelligence
10 9 (33.33%) Data Development
11 8 (29.63%) Deployment Automation
11 8 (29.63%) Self-Motivation
11 8 (29.63%) GitLab
11 8 (29.63%) Impala
11 8 (29.63%) Functional Programming
11 8 (29.63%) Kafka
11 8 (29.63%) Gradle
11 8 (29.63%) Jenkins
11 8 (29.63%) Test Automation

Scala
Co-occurring IT Skills in Nottingham 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 24 (88.89%) Apache Spark
Cloud Services
1 2 (7.41%) Amazon AWS
1 2 (7.41%) Cloud Computing
Database & Business Intelligence
1 24 (88.89%) Big Data
1 24 (88.89%) Hadoop
2 16 (59.26%) NoSQL
3 12 (44.44%) HBase
4 8 (29.63%) Apache Hive
4 8 (29.63%) Impala
5 7 (25.93%) Power BI
6 4 (14.81%) Cloudera CDH
6 4 (14.81%) Sqoop
7 3 (11.11%) Flink
7 3 (11.11%) MySQL
7 3 (11.11%) PostgreSQL
7 3 (11.11%) SQL Server
8 1 (3.70%) Apache Cassandra
8 1 (3.70%) Apache Kudu
Development Applications
1 8 (29.63%) Atlassian Bamboo
1 8 (29.63%) Git (software)
1 8 (29.63%) GitLab
1 8 (29.63%) Gradle
1 8 (29.63%) Jenkins
General
1 8 (29.63%) Finance
2 4 (14.81%) French Language
2 4 (14.81%) German Language
Job Titles
1 11 (40.74%) Big Data Engineer
1 11 (40.74%) Data Engineer
1 11 (40.74%) Developer
2 8 (29.63%) Big Data Developer
2 8 (29.63%) Senior Developer
3 7 (25.93%) Senior Big Data Developer
4 4 (14.81%) Development Engineer
4 4 (14.81%) Hadoop Engineer
5 3 (11.11%) .NET Software Engineer
5 3 (11.11%) Java Developer
5 3 (11.11%) Software Engineer
6 2 (7.41%) Apache Spark Developer
6 2 (7.41%) Hadoop Developer
6 2 (7.41%) Head of Analytics
6 2 (7.41%) Head of Engineering
6 2 (7.41%) Java Hadoop Developer
7 1 (3.70%) Lead Developer
7 1 (3.70%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 8 (29.63%) Kafka
2 3 (11.11%) .NET
Miscellaneous
1 8 (29.63%) Computer Science
1 8 (29.63%) Self-Motivation
2 7 (25.93%) Data Structures
3 2 (7.41%) Analytical Skills
Operating Systems
1 9 (33.33%) Linux
2 8 (29.63%) Unix
Processes & Methodologies
1 15 (55.56%) Agile Software Development
2 11 (40.74%) Analytics
2 11 (40.74%) Continuous Integration
2 11 (40.74%) Software Engineering
3 10 (37.04%) TDD
4 9 (33.33%) Big Data Analytics
4 9 (33.33%) Computational Intelligence
4 9 (33.33%) Data Analytics
4 9 (33.33%) Data Development
4 9 (33.33%) Telematics
5 8 (29.63%) Deployment Automation
5 8 (29.63%) Functional Programming
5 8 (29.63%) Integration Testing
5 8 (29.63%) Test Automation
5 8 (29.63%) Unit Testing
5 8 (29.63%) Visualisation
6 7 (25.93%) Business Intelligence
6 7 (25.93%) Data Visualisation
6 7 (25.93%) Machine Learning
6 7 (25.93%) MapReduce
Programming Languages
1 21 (77.78%) Java
2 17 (62.96%) SQL
3 16 (59.26%) Python
4 7 (25.93%) MATLAB
4 7 (25.93%) R
5 3 (11.11%) C#
5 3 (11.11%) JavaScript
Qualifications
1 8 (29.63%) Degree
Quality Assurance & Compliance
1 7 (25.93%) Data Quality
2 1 (3.70%) GDPR
2 1 (3.70%) PCI DSS
Systems Management
1 12 (44.44%) Oozie
2 8 (29.63%) Puppet
Vendors
1 13 (48.15%) Cloudera
2 7 (25.93%) Tableau
3 3 (11.11%) Oracle