Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Scala
East Midlands > Nottinghamshire
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 96 131 141
Rank change year-on-year +35 +10 -
Permanent jobs citing Scala 19 7 7
As % of all permanent IT jobs advertised in Nottinghamshire 1.28% 0.35% 0.32%
As % of the Programming Languages category 2.17% 0.61% 0.56%
Number of salaries quoted 12 3 4
Nottinghamshire median annual salary £65,000 £45,000 £40,500
Median salary % change year-on-year +44.44% +11.11% -
10th Percentile £40,750 £31,800 £34,000
90th Percentile £77,500 £51,000 £47,500
East Midlands median annual salary £67,500 £35,000 £45,000
% change year-on-year +92.86% -22.22% -33.33%

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 875 1,139 1,245
As % of all permanent IT jobs advertised in Nottinghamshire 59.16% 57.41% 56.98%
Number of salaries quoted 731 987 1,066
Nottinghamshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £27,500 £26,150 £25,000
90th Percentile £60,000 £62,500 £58,750
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +2.56%

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 20 August 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 20 August 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 19 £65,000 +44.44% 5
Scala
East Midlands

For the 6 months to 20 August 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 16 (84.21%) Hadoop
1 16 (84.21%) Big Data
1 16 (84.21%) Apache Spark
2 14 (73.68%) Java
2 14 (73.68%) Python
3 13 (68.42%) NoSQL
4 10 (52.63%) Cloudera
4 10 (52.63%) SQL
5 8 (42.11%) Analytics
5 8 (42.11%) Agile Software Development
5 8 (42.11%) TDD
6 7 (36.84%) Big Data Analytics
6 7 (36.84%) Visualisation
6 7 (36.84%) Telematics
6 7 (36.84%) Data Analytics
6 7 (36.84%) Computational Intelligence
6 7 (36.84%) Data Development
7 6 (31.58%) Power BI
7 6 (31.58%) Tableau
7 6 (31.58%) HBase
8 5 (26.32%) Machine Learning
8 5 (26.32%) Data Quality
8 5 (26.32%) R
8 5 (26.32%) Data Visualisation
8 5 (26.32%) MapReduce
8 5 (26.32%) Continuous Integration
8 5 (26.32%) Logistics
8 5 (26.32%) Software Engineering
8 5 (26.32%) Business Intelligence
8 5 (26.32%) MATLAB

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 16 (84.21%) Apache Spark
2 1 (5.26%) SAS
Cloud Services
1 1 (5.26%) Amazon AWS
1 1 (5.26%) Cloud Computing
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 16 (84.21%) Big Data
1 16 (84.21%) Hadoop
2 13 (68.42%) NoSQL
3 6 (31.58%) HBase
3 6 (31.58%) Power BI
4 4 (21.05%) MySQL
4 4 (21.05%) PostgreSQL
5 3 (15.79%) Apache Hive
5 3 (15.79%) Cloudera CDH
5 3 (15.79%) SQL Server
5 3 (15.79%) Sqoop
6 2 (10.53%) Flink
6 2 (10.53%) Impala
7 1 (5.26%) Apache Cassandra
7 1 (5.26%) Apache Kudu
7 1 (5.26%) Data Warehouse
7 1 (5.26%) KNIME
Development Applications
1 2 (10.53%) Atlassian Bamboo
1 2 (10.53%) Git (software)
1 2 (10.53%) GitLab
1 2 (10.53%) Gradle
1 2 (10.53%) Jenkins
General
1 3 (15.79%) French Language
1 3 (15.79%) German Language
2 2 (10.53%) Finance
Job Titles
1 9 (47.37%) Big Data Engineer
1 9 (47.37%) Data Engineer
2 5 (26.32%) Developer
3 3 (15.79%) .NET Software Engineer
3 3 (15.79%) Development Engineer
3 3 (15.79%) Hadoop Engineer
3 3 (15.79%) Java Developer
3 3 (15.79%) Software Engineer
4 2 (10.53%) Apache Spark Developer
4 2 (10.53%) Big Data Developer
4 2 (10.53%) Hadoop Developer
4 2 (10.53%) Java Hadoop Developer
4 2 (10.53%) Lead Developer
4 2 (10.53%) Senior Developer
5 1 (5.26%) Head of Analytics
5 1 (5.26%) Head of Engineering
5 1 (5.26%) Java Scala Developer
5 1 (5.26%) Lead Java Developer
5 1 (5.26%) Senior Big Data Developer
5 1 (5.26%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) .NET
2 2 (10.53%) Kafka
Miscellaneous
1 5 (26.32%) Data Structures
2 2 (10.53%) Computer Science
2 2 (10.53%) Self-Motivation
3 1 (5.26%) Algorithms
3 1 (5.26%) Analytical Skills
3 1 (5.26%) Fintech
Operating Systems
1 3 (15.79%) Linux
2 2 (10.53%) Unix
Processes & Methodologies
1 8 (42.11%) Agile Software Development
1 8 (42.11%) Analytics
1 8 (42.11%) TDD
2 7 (36.84%) Big Data Analytics
2 7 (36.84%) Computational Intelligence
2 7 (36.84%) Data Analytics
2 7 (36.84%) Data Development
2 7 (36.84%) Telematics
2 7 (36.84%) Visualisation
3 5 (26.32%) Business Intelligence
3 5 (26.32%) Continuous Integration
3 5 (26.32%) Data Visualisation
3 5 (26.32%) Deep Learning
3 5 (26.32%) Logistics
3 5 (26.32%) Machine Learning
3 5 (26.32%) MapReduce
3 5 (26.32%) Software Engineering
4 4 (21.05%) Data Science
5 3 (15.79%) OO
6 2 (10.53%) Artificial Intelligence
Programming Languages
1 14 (73.68%) Java
1 14 (73.68%) Python
2 10 (52.63%) SQL
3 5 (26.32%) MATLAB
3 5 (26.32%) R
4 3 (15.79%) C#
4 3 (15.79%) JavaScript
5 1 (5.26%) T-SQL
Qualifications
1 2 (10.53%) Degree
Quality Assurance & Compliance
1 5 (26.32%) Data Quality
2 1 (5.26%) GDPR
2 1 (5.26%) PCI DSS
Systems Management
1 5 (26.32%) Oozie
2 2 (10.53%) Puppet
Vendors
1 10 (52.63%) Cloudera
2 6 (31.58%) Tableau
3 4 (21.05%) Oracle
4 1 (5.26%) Alteryx