Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Scala
South East > Buckinghamshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 137 121 152
Rank change year-on-year -16 +31 +16
Permanent jobs citing Scala 8 46 23
As % of all permanent IT jobs advertised in Buckinghamshire 0.33% 1.63% 0.76%
As % of the Programming Languages category 0.60% 2.94% 1.45%
Number of salaries quoted 7 52 23
Buckinghamshire median annual salary £47,500 £62,500 £52,500
Median salary % change year-on-year -24.00% +19.05% +2.44%
10th Percentile £38,750 £41,750 £46,250
90th Percentile £76,250 £110,000 £62,500
South East median annual salary £60,000 £60,000 £52,500
% change year-on-year - +14.29% +0.96%

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 Buckinghamshire with a requirement for coding skills.

All Programming Languages
Buckinghamshire
Permanent vacancies with a requirement for coding skills 1,329 1,562 1,582
As % of all permanent IT jobs advertised in Buckinghamshire 54.99% 55.49% 52.04%
Number of salaries quoted 1,153 1,341 1,390
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £26,250 £27,500
90th Percentile £63,750 £60,000 £57,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Scala
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Scala in Buckinghamshire

Scala
Salary Trend in Buckinghamshire

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

Salary trend for Scala in Buckinghamshire

Scala
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Scala in Buckinghamshire over the 6 months to 17 December 2018.

Salary histogram for Scala in Buckinghamshire

Scala
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Buckinghamshire region over the 6 months to 17 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
Milton Keynes -16 5 £48,750 -11.36% 1
Scala
South East

For the 6 months to 17 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 Buckinghamshire region with a requirement for Scala.

1 7 (87.50%) Java
2 6 (75.00%) Agile Software Development
3 5 (62.50%) Test Automation
4 3 (37.50%) JIRA
4 3 (37.50%) SQL
4 3 (37.50%) OOP
4 3 (37.50%) OO
4 3 (37.50%) NoSQL
4 3 (37.50%) Scrum
4 3 (37.50%) Problem-Solving
5 2 (25.00%) Git (software)
5 2 (25.00%) Atlassian
5 2 (25.00%) Unit Testing
5 2 (25.00%) Confluence
5 2 (25.00%) Hadoop
5 2 (25.00%) HBase
5 2 (25.00%) Cloudera
5 2 (25.00%) Kafka
5 2 (25.00%) Big Data
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Apache Spark
5 2 (25.00%) Python
5 2 (25.00%) Subversion
5 2 (25.00%) Software Engineering
6 1 (12.50%) Business Analysis
6 1 (12.50%) Degree
6 1 (12.50%) JSON
6 1 (12.50%) Data Analysis
6 1 (12.50%) Mathematics
6 1 (12.50%) Use Case

Scala
Co-occurring IT Skills in Buckinghamshire 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 2 (25.00%) Apache Spark
1 2 (25.00%) Confluence
2 1 (12.50%) SAS
Applications
1 1 (12.50%) SPSS
Database & Business Intelligence
1 3 (37.50%) NoSQL
2 2 (25.00%) Big Data
2 2 (25.00%) Hadoop
2 2 (25.00%) HBase
3 1 (12.50%) Apache Cassandra
3 1 (12.50%) Apache Hive
3 1 (12.50%) Cloudera CDH
3 1 (12.50%) Data Lake
3 1 (12.50%) Impala
3 1 (12.50%) Neo4j
3 1 (12.50%) Redis
3 1 (12.50%) Sqoop
Development Applications
1 3 (37.50%) JIRA
2 2 (25.00%) Git (software)
2 2 (25.00%) Subversion
3 1 (12.50%) Jenkins
General
1 1 (12.50%) Banking
1 1 (12.50%) Finance
1 1 (12.50%) Retail
Job Titles
1 5 (62.50%) Developer
2 4 (50.00%) Java Developer
3 2 (25.00%) Data Engineer
4 1 (12.50%) Applications Developer
4 1 (12.50%) Big Data Engineer
4 1 (12.50%) Data Scientist
4 1 (12.50%) Java Applications Developer
4 1 (12.50%) Java Engineer
4 1 (12.50%) Python Engineer
4 1 (12.50%) Scala Developer
4 1 (12.50%) Senior Data Engineer
4 1 (12.50%) Senior Data Scientist
4 1 (12.50%) Senior Developer
4 1 (12.50%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Kafka
2 1 (12.50%) .NET
2 1 (12.50%) JSON
2 1 (12.50%) RabbitMQ
2 1 (12.50%) REST
2 1 (12.50%) SOAP
Miscellaneous
1 2 (25.00%) Analytical Skills
Processes & Methodologies
1 6 (75.00%) Agile Software Development
2 5 (62.50%) Test Automation
3 3 (37.50%) OO
3 3 (37.50%) OOP
3 3 (37.50%) Problem-Solving
3 3 (37.50%) Scrum
4 2 (25.00%) Software Engineering
4 2 (25.00%) Unit Testing
5 1 (12.50%) Analytics
5 1 (12.50%) Big Data Analytics
5 1 (12.50%) Business Analysis
5 1 (12.50%) Continuous Integration
5 1 (12.50%) Data Analysis
5 1 (12.50%) Data Analytics
5 1 (12.50%) Data Security
5 1 (12.50%) Functional Programming
5 1 (12.50%) MapReduce
5 1 (12.50%) Mathematics
5 1 (12.50%) TDD
5 1 (12.50%) Use Case
Programming Languages
1 7 (87.50%) Java
2 3 (37.50%) SQL
3 2 (25.00%) Python
4 1 (12.50%) C#
4 1 (12.50%) C++
4 1 (12.50%) Go
4 1 (12.50%) Java 8
4 1 (12.50%) Kotlin
4 1 (12.50%) MATLAB
4 1 (12.50%) R
4 1 (12.50%) VB
Qualifications
1 1 (12.50%) Degree
1 1 (12.50%) PhD
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
System Software
1 1 (12.50%) Apache Flume
1 1 (12.50%) Docker
Vendors
1 2 (25.00%) Atlassian
1 2 (25.00%) Cloudera