Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Scala
Nottinghamshire > Nottingham
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 83 120 136
Rank change year-on-year +37 +16 +4
Permanent jobs citing Scala 25 22 7
As % of all permanent IT jobs advertised in Nottingham 2.06% 1.20% 0.34%
As % of the Programming Languages category 3.64% 1.85% 0.61%
Number of salaries quoted 13 17 6
Nottingham median annual salary £65,000 £50,000 £45,000
Median salary % change year-on-year +30.00% +11.11% -25.00%
10th Percentile £41,500 £33,864 £34,000
90th Percentile £81,500 £56,750 £47,500
Nottinghamshire median annual salary £65,000 £50,750 £45,000
% change year-on-year +28.08% +12.78% -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 687 1,192 1,154
As % of all permanent IT jobs advertised in Nottingham 56.50% 64.89% 56.49%
Number of salaries quoted 528 1,047 1,000
Nottingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +13.33%
10th Percentile £30,500 £27,500 £27,500
90th Percentile £70,000 £65,000 £67,500
Nottinghamshire median annual salary £45,000 £42,500 £42,091
% change year-on-year +5.88% +0.97% +12.24%

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 15 December 2018.

Salary histogram for Scala in Nottingham

For the 6 months to 15 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 Nottingham region with a requirement for Scala.

1 24 (96.00%) Hadoop
1 24 (96.00%) Big Data
1 24 (96.00%) Apache Spark
2 19 (76.00%) Java
3 17 (68.00%) SQL
4 15 (60.00%) Agile Software Development
5 14 (56.00%) Python
5 14 (56.00%) NoSQL
6 13 (52.00%) Cloudera
7 12 (48.00%) HBase
7 12 (48.00%) Oozie
8 11 (44.00%) Analytics
9 9 (36.00%) Computational Intelligence
9 9 (36.00%) Data Development
9 9 (36.00%) Linux
9 9 (36.00%) Software Engineering
9 9 (36.00%) Big Data Analytics
9 9 (36.00%) Data Analytics
9 9 (36.00%) Continuous Integration
9 9 (36.00%) Telematics
10 8 (32.00%) Test Automation
10 8 (32.00%) Git (software)
10 8 (32.00%) Visualisation
10 8 (32.00%) Puppet
10 8 (32.00%) Apache Hive
10 8 (32.00%) Kafka
10 8 (32.00%) Gradle
10 8 (32.00%) Jenkins
10 8 (32.00%) TDD
10 8 (32.00%) Finance

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 (96.00%) Apache Spark
Cloud Services
1 2 (8.00%) Amazon AWS
1 2 (8.00%) Cloud Computing
Database & Business Intelligence
1 24 (96.00%) Big Data
1 24 (96.00%) Hadoop
2 14 (56.00%) NoSQL
3 12 (48.00%) HBase
4 8 (32.00%) Apache Hive
4 8 (32.00%) Impala
5 7 (28.00%) Power BI
6 4 (16.00%) Cloudera CDH
6 4 (16.00%) Sqoop
7 3 (12.00%) Flink
8 1 (4.00%) Apache Cassandra
8 1 (4.00%) Apache Kudu
8 1 (4.00%) MySQL
8 1 (4.00%) PostgreSQL
8 1 (4.00%) SQL Server
Development Applications
1 8 (32.00%) Atlassian Bamboo
1 8 (32.00%) Git (software)
1 8 (32.00%) GitLab
1 8 (32.00%) Gradle
1 8 (32.00%) Jenkins
General
1 8 (32.00%) Finance
2 4 (16.00%) French Language
2 4 (16.00%) German Language
Job Titles
1 11 (44.00%) Big Data Engineer
1 11 (44.00%) Data Engineer
1 11 (44.00%) Developer
2 8 (32.00%) Big Data Developer
2 8 (32.00%) Senior Developer
3 7 (28.00%) Senior Big Data Developer
4 4 (16.00%) Development Engineer
4 4 (16.00%) Hadoop Engineer
5 3 (12.00%) Java Developer
6 2 (8.00%) Apache Spark Developer
6 2 (8.00%) Hadoop Developer
6 2 (8.00%) Head of Analytics
6 2 (8.00%) Head of Engineering
6 2 (8.00%) Java Hadoop Developer
7 1 (4.00%) .NET Software Engineer
7 1 (4.00%) Lead Developer
7 1 (4.00%) Senior Java Developer
7 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (32.00%) Kafka
2 1 (4.00%) .NET
Miscellaneous
1 8 (32.00%) Self-Motivation
2 7 (28.00%) Data Structures
3 2 (8.00%) Analytical Skills
Operating Systems
1 9 (36.00%) Linux
2 8 (32.00%) Unix
Processes & Methodologies
1 15 (60.00%) Agile Software Development
2 11 (44.00%) Analytics
3 9 (36.00%) Big Data Analytics
3 9 (36.00%) Computational Intelligence
3 9 (36.00%) Continuous Integration
3 9 (36.00%) Data Analytics
3 9 (36.00%) Data Development
3 9 (36.00%) Software Engineering
3 9 (36.00%) Telematics
4 8 (32.00%) Computer Science
4 8 (32.00%) Deployment Automation
4 8 (32.00%) Functional Programming
4 8 (32.00%) Integration Testing
4 8 (32.00%) TDD
4 8 (32.00%) Test Automation
4 8 (32.00%) Unit Testing
4 8 (32.00%) Visualisation
5 7 (28.00%) Business Intelligence
5 7 (28.00%) Data Visualisation
5 7 (28.00%) Logistics
Programming Languages
1 19 (76.00%) Java
2 17 (68.00%) SQL
3 14 (56.00%) Python
4 7 (28.00%) MATLAB
4 7 (28.00%) R
5 1 (4.00%) C#
5 1 (4.00%) JavaScript
Qualifications
1 8 (32.00%) Degree
Quality Assurance & Compliance
1 7 (28.00%) Data Quality
2 1 (4.00%) GDPR
2 1 (4.00%) PCI DSS
Systems Management
1 12 (48.00%) Oozie
2 8 (32.00%) Puppet
Vendors
1 13 (52.00%) Cloudera
2 7 (28.00%) Tableau
3 1 (4.00%) Oracle