Period
to 16 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Scala
East Midlands > Nottinghamshire
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 90 124 149
Rank change year-on-year +34 +25 +11
Permanent jobs citing Scala 25 23 7
As % of all permanent IT jobs advertised in Nottinghamshire 1.77% 1.15% 0.30%
As % of the Programming Languages category 3.14% 1.79% 0.54%
Number of salaries quoted 13 18 6
Nottinghamshire median annual salary £65,000 £50,750 £45,000
Median salary % change year-on-year +28.08% +12.78% -25.00%
10th Percentile £41,500 £33,864 £34,000
90th Percentile £81,500 £56,625 £47,500
East Midlands median annual salary £70,000 £50,000 £36,000
% change year-on-year +40.00% +38.89% -2.70%

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 Nottinghamshire with a requirement for coding skills.

All Programming Languages
Nottinghamshire
Permanent vacancies with a requirement for coding skills 795 1,288 1,296
As % of all permanent IT jobs advertised in Nottinghamshire 56.34% 64.43% 55.89%
Number of salaries quoted 601 1,134 1,135
Nottinghamshire median annual salary £45,000 £42,500 £42,091
Median salary % change year-on-year +5.88% +0.97% +12.24%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £62,500 £66,250
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Scala in Nottinghamshire

Scala
Salary Trend in Nottinghamshire

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

Salary trend for Scala in Nottinghamshire

Scala
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Scala in Nottinghamshire over the 6 months to 16 December 2018.

Salary histogram for Scala in Nottinghamshire

Scala
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Nottinghamshire region over the 6 months to 16 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
Nottingham +36 25 £65,000 +30.00% 1
Scala
East Midlands

For the 6 months to 16 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 Nottinghamshire 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 Nottinghamshire 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%) Deep Learning
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