Period
to 6 April 2020

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 6 April 2020 with a comparison to the same period in the previous 2 years.

Scala
England > East Midlands
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 115 174 185
Rank change year-on-year +59 +11 -5
Permanent jobs citing Scala 62 36 50
As % of all permanent jobs advertised in the East Midlands 1.86% 0.87% 0.94%
As % of the Programming Languages category 3.68% 1.53% 1.52%
Number of salaries quoted 63 32 44
Median annual salary £72,500 £55,000 £54,500
Median salary % change year-on-year +31.82% +0.92% +55.71%
10th Percentile £43,750 £42,950 £39,125
90th Percentile £77,500 £79,900 £81,500
England median annual salary £75,000 £72,500 £67,500
% change year-on-year +3.45% +7.41% +3.85%

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 the East Midlands with a requirement for coding skills.

All Programming Languages
East Midlands
Permanent vacancies with a requirement for coding skills 1,685 2,358 3,289
As % of all permanent IT jobs advertised in the East Midlands 50.43% 56.71% 61.85%
Number of salaries quoted 1,470 1,778 2,873
Median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £65,000 £62,500 £57,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Scala
Job Vacancy Trend in the East Midlands

Job postings citing Scala as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Scala in the East Midlands

Scala
Salary Trend in the East Midlands

3-month moving average salary quoted in jobs citing Scala in the East Midlands.

Salary trend for Scala in the East Midlands

Scala
Salary Histogram in the East Midlands

Salary distribution for jobs citing Scala in the East Midlands over the 6 months to 6 April 2020.

Salary histogram for Scala in the East Midlands

Scala
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the East Midlands region over the 6 months to 6 April 2020. 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
Nottinghamshire +52 55 £72,500 +26.09% 5
Leicestershire +40 7 £50,000 -9.09% 1
Scala
England

For the 6 months to 6 April 2020, 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 East Midlands region with a requirement for Scala.

1 58 (93.55%) Java
2 52 (83.87%) Agile Software Development
3 47 (75.81%) Big Data
3 47 (75.81%) Apache Spark
4 45 (72.58%) HBase
4 45 (72.58%) Hadoop
5 41 (66.13%) Apache Hive
5 41 (66.13%) Impala
6 36 (58.06%) MapReduce
7 24 (38.71%) Software Engineering
8 21 (33.87%) Finance
9 17 (27.42%) Python
10 16 (25.81%) AWS
10 16 (25.81%) HDFS
10 16 (25.81%) Analytics
11 15 (24.19%) Data Analysis
11 15 (24.19%) Degree
12 13 (20.97%) Enterprise Software
12 13 (20.97%) Public Cloud
13 12 (19.35%) AWS Certification
13 12 (19.35%) Performance Tuning
13 12 (19.35%) Kafka
13 12 (19.35%) Predictive Analytics
13 12 (19.35%) SQL
13 12 (19.35%) J2EE
14 11 (17.74%) Test Automation
15 10 (16.13%) Problem-Solving
16 8 (12.90%) Scrum
16 8 (12.90%) Jenkins
16 8 (12.90%) Relational Database

Scala
Co-occurring IT Skills in the East Midlands 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 47 (75.81%) Apache Spark
2 3 (4.84%) CMS
3 1 (1.61%) Apache
3 1 (1.61%) Confluence
3 1 (1.61%) Elasticsearch
Cloud Services
1 16 (25.81%) AWS
2 5 (8.06%) Azure
3 4 (6.45%) IaaS
3 4 (6.45%) PaaS
3 4 (6.45%) SaaS
4 2 (3.23%) Amazon EMR
4 2 (3.23%) Azure Data Factory
4 2 (3.23%) Power Platform
5 1 (1.61%) Amazon Kinesis
5 1 (1.61%) Amazon S3
5 1 (1.61%) Amazon SQS
5 1 (1.61%) AWS Fargate
5 1 (1.61%) AWS Lambda
5 1 (1.61%) Serverless
Communications & Networking
1 3 (4.84%) FTP
Database & Business Intelligence
1 47 (75.81%) Big Data
2 45 (72.58%) Hadoop
2 45 (72.58%) HBase
3 41 (66.13%) Apache Hive
3 41 (66.13%) Impala
4 8 (12.90%) Relational Database
5 4 (6.45%) Data Warehouse
5 4 (6.45%) SQL Server
6 2 (3.23%) Azure SQL Data Warehouse
6 2 (3.23%) Data Lake
6 2 (3.23%) Flink
6 2 (3.23%) Power BI
6 2 (3.23%) Spark SQL
6 2 (3.23%) SQL Server 2012
6 2 (3.23%) SQL Server Analysis Services
6 2 (3.23%) SQL Server Integration Services
6 2 (3.23%) SQL Server Reporting Services
7 1 (1.61%) Amazon Athena
7 1 (1.61%) Amazon Aurora
7 1 (1.61%) Amazon Redshift
Development Applications
1 8 (12.90%) Jenkins
2 7 (11.29%) Git (software)
3 6 (9.68%) Atlassian Bamboo
3 6 (9.68%) GitLab
3 6 (9.68%) Gradle
4 4 (6.45%) Cucumber
4 4 (6.45%) Selenium
5 1 (1.61%) Gatling
5 1 (1.61%) JIRA
5 1 (1.61%) REST Assured
General
1 21 (33.87%) Finance
Job Titles
1 45 (72.58%) Developer
2 41 (66.13%) Java Developer
3 24 (38.71%) Senior Developer
3 24 (38.71%) Senior Java Developer
4 21 (33.87%) Agile Developer
4 21 (33.87%) Agile Java Developer
4 21 (33.87%) Big Data Developer
4 21 (33.87%) Senior Big Data Developer
5 16 (25.81%) Lead Developer
5 16 (25.81%) Lead Java Developer
6 13 (20.97%) Analytics Developer
7 9 (14.52%) Senior Agile Developer
7 9 (14.52%) Senior Agile Java Developer
8 8 (12.90%) Software Engineer
9 7 (11.29%) Architect
9 7 (11.29%) Data Architect
9 7 (11.29%) Java Engineer
9 7 (11.29%) Java Software Engineer
10 6 (9.68%) Senior Java Engineer
10 6 (9.68%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 12 (19.35%) J2EE
1 12 (19.35%) Kafka
2 4 (6.45%) Gherkin
2 4 (6.45%) Spring
2 4 (6.45%) Spring Boot
3 1 (1.61%) Elastic Stack
3 1 (1.61%) LAMP
Miscellaneous
1 13 (20.97%) Enterprise Software
1 13 (20.97%) Public Cloud
2 6 (9.68%) Self-Motivation
3 2 (3.23%) Analytical Skills
4 1 (1.61%) Foreign Exchange (FX)
4 1 (1.61%) Mobile App
Operating Systems
1 7 (11.29%) Linux
1 7 (11.29%) Unix
Processes & Methodologies
1 52 (83.87%) Agile Software Development
2 36 (58.06%) MapReduce
3 24 (38.71%) Software Engineering
4 16 (25.81%) Analytics
5 15 (24.19%) Data Analysis
6 12 (19.35%) Performance Tuning
6 12 (19.35%) Predictive Analytics
7 11 (17.74%) Test Automation
8 10 (16.13%) Problem-Solving
9 8 (12.90%) DevOps
9 8 (12.90%) Scrum
10 6 (9.68%) Continuous Integration
10 6 (9.68%) Deployment Automation
10 6 (9.68%) Functional Programming
10 6 (9.68%) Integration Testing
10 6 (9.68%) Unit Testing
11 5 (8.06%) Technical Leadership
12 4 (6.45%) Collaborative Working
12 4 (6.45%) Data Analytics
12 4 (6.45%) SDET
Programming Languages
1 58 (93.55%) Java
2 17 (27.42%) Python
3 12 (19.35%) SQL
4 6 (9.68%) C#
5 4 (6.45%) R
6 2 (3.23%) Data Analysis Expressions (DAX)
7 1 (1.61%) C++
7 1 (1.61%) Ruby
Qualifications
1 15 (24.19%) Degree
2 12 (19.35%) AWS Certification
3 3 (4.84%) Computer Science Degree
3 3 (4.84%) Master's Degree
4 1 (1.61%) Oracle Certification
Quality Assurance & Compliance
1 4 (6.45%) Data Quality
1 4 (6.45%) GDPR
2 1 (1.61%) QA
System Software
1 16 (25.81%) HDFS
2 1 (1.61%) Docker
Systems Management
1 6 (9.68%) Oozie
1 6 (9.68%) Puppet
2 3 (4.84%) Kibana
3 2 (3.23%) Kubernetes
4 1 (1.61%) Hadoop YARN
4 1 (1.61%) Mesos
4 1 (1.61%) Terraform
Vendors
1 4 (6.45%) Databricks
2 3 (4.84%) IBM
3 1 (1.61%) Oracle
3 1 (1.61%) Sun