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

Scala
South East > Buckinghamshire
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 112 154 174
Rank change year-on-year +42 +20 -
Permanent jobs citing Scala 52 6 18
As % of all permanent IT jobs advertised in Buckinghamshire 1.77% 0.21% 0.50%
As % of the Programming Languages category 3.22% 0.42% 0.96%
Number of salaries quoted 99 6 10
Buckinghamshire median annual salary £90,000 £60,000 £41,250
Median salary % change year-on-year +50.00% +45.45% -
10th Percentile £56,250 £53,125 £28,625
90th Percentile £110,000 £62,500 £57,000
South East median annual salary £62,500 £55,000 £50,000
% change year-on-year +13.64% +10.00% +8.11%

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 1,614 1,439 1,866
As % of all permanent IT jobs advertised in Buckinghamshire 54.88% 51.45% 52.23%
Number of salaries quoted 1,390 1,253 1,606
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £24,750 £27,500 £26,250
90th Percentile £61,431 £60,000 £57,500
South East median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +3.53%

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 20 April 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 20 April 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 +19 23 £57,500 +9.52% 3
Scala
South East

For the 6 months to 20 April 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 45 (86.54%) Java
2 34 (65.38%) Agile Software Development
3 27 (51.92%) JavaScript
4 25 (48.08%) RESTful
5 22 (42.31%) Big Data
6 21 (40.38%) SQL
6 21 (40.38%) Scrum
7 20 (38.46%) Hadoop
8 19 (36.54%) TDD
8 19 (36.54%) Extreme Programming
8 19 (36.54%) E-Commerce
8 19 (36.54%) Apache Spark
9 18 (34.62%) User Experience
9 18 (34.62%) DevOps
9 18 (34.62%) Mentoring
9 18 (34.62%) High Availability
9 18 (34.62%) Python
9 18 (34.62%) Kanban
9 18 (34.62%) Product Management
10 14 (26.92%) BDD
11 13 (25.00%) NoSQL
11 13 (25.00%) Coaching
11 13 (25.00%) Software Engineering
12 12 (23.08%) Test Automation
12 12 (23.08%) Amazon AWS
12 12 (23.08%) People Management
13 11 (21.15%) Continuous Delivery
13 11 (21.15%) Kafka
13 11 (21.15%) Finance
13 11 (21.15%) Continuous Integration

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 19 (36.54%) Apache Spark
2 6 (11.54%) SAS
3 3 (5.77%) Apache
Cloud Services
1 12 (23.08%) Amazon AWS
2 6 (11.54%) Amazon S3
3 3 (5.77%) OpenShift
Communications & Networking
1 3 (5.77%) HTTP
2 1 (1.92%) Internet
Database & Business Intelligence
1 22 (42.31%) Big Data
2 20 (38.46%) Hadoop
3 13 (25.00%) NoSQL
4 9 (17.31%) Apache Cassandra
4 9 (17.31%) HBase
5 8 (15.38%) Neo4j
6 7 (13.46%) MongoDB
7 6 (11.54%) Redis
8 5 (9.62%) Blockchain
8 5 (9.62%) Relational Database
9 4 (7.69%) NewSQL
10 2 (3.85%) Apache Hive
10 2 (3.85%) Hazelcast
11 1 (1.92%) Impala
11 1 (1.92%) MySQL
11 1 (1.92%) Sqoop
Development Applications
1 7 (13.46%) Git (software)
2 6 (11.54%) Jenkins
3 3 (5.77%) GitLab
3 3 (5.77%) Maven
4 2 (3.85%) Gradle
4 2 (3.85%) JIRA
4 2 (3.85%) JUnit
5 1 (1.92%) Sonatype Nexus
General
1 11 (21.15%) Finance
2 4 (7.69%) Banking
3 2 (3.85%) Games
4 1 (1.92%) Retail Banking
Job Titles
1 17 (32.69%) Developer
2 12 (23.08%) Big Data Engineer
2 12 (23.08%) Data Engineer
2 12 (23.08%) Java Developer
3 11 (21.15%) Senior Developer
4 10 (19.23%) Senior Java Developer
5 8 (15.38%) Agile Developer
6 7 (13.46%) Agile Java Developer
6 7 (13.46%) Java Engineer
7 6 (11.54%) Data Scientist
7 6 (11.54%) Senior Agile Developer
8 5 (9.62%) Senior Agile Java Developer
9 4 (7.69%) Scala Developer
9 4 (7.69%) Senior Data Engineer
9 4 (7.69%) Senior Software Developer
9 4 (7.69%) Software Developer
10 3 (5.77%) Java Software Developer
10 3 (5.77%) Senior Java Software Developer
11 2 (3.85%) Senior Java Engineer
11 2 (3.85%) Software Engineer
Libraries, Frameworks & Software Standards
1 25 (48.08%) RESTful
2 11 (21.15%) Kafka
3 10 (19.23%) Spring
4 8 (15.38%) CSS
4 8 (15.38%) HTML
4 8 (15.38%) HTML5
4 8 (15.38%) Spring Boot
5 7 (13.46%) RabbitMQ
5 7 (13.46%) Web Services
6 6 (11.54%) Node.js
7 5 (9.62%) AngularJS
7 5 (9.62%) Spring Cloud
7 5 (9.62%) Swagger
8 3 (5.77%) Akka
8 3 (5.77%) Java EE
9 2 (3.85%) Apache Camel
9 2 (3.85%) Grails
9 2 (3.85%) React
9 2 (3.85%) Redux
9 2 (3.85%) Spring MVC
Miscellaneous
1 18 (34.62%) User Experience
2 6 (11.54%) Computer Science
3 5 (9.62%) Analytical Skills
4 1 (1.92%) Fintech
Operating Systems
1 7 (13.46%) Android
2 5 (9.62%) Apple iOS
3 1 (1.92%) Linux
3 1 (1.92%) Unix
Processes & Methodologies
1 34 (65.38%) Agile Software Development
2 21 (40.38%) Scrum
3 19 (36.54%) E-Commerce
3 19 (36.54%) Extreme Programming
3 19 (36.54%) TDD
4 18 (34.62%) DevOps
4 18 (34.62%) High Availability
4 18 (34.62%) Kanban
4 18 (34.62%) Mentoring
4 18 (34.62%) Product Management
5 14 (26.92%) BDD
6 13 (25.00%) Coaching
6 13 (25.00%) Software Engineering
7 12 (23.08%) People Management
7 12 (23.08%) Test Automation
8 11 (21.15%) Continuous Delivery
8 11 (21.15%) Continuous Integration
9 8 (15.38%) Problem-Solving
10 6 (11.54%) Data Science
10 6 (11.54%) Machine Learning
Programming Languages
1 45 (86.54%) Java
2 27 (51.92%) JavaScript
3 21 (40.38%) SQL
4 18 (34.62%) Python
5 10 (19.23%) Go
6 6 (11.54%) R
7 5 (9.62%) Java 8
7 5 (9.62%) Kotlin
System Software
1 2 (3.85%) Apache Flume
1 2 (3.85%) Docker
2 1 (1.92%) Apache ZooKeeper
Systems Management
1 1 (1.92%) Oozie
Vendors
1 8 (15.38%) Cloudera
2 1 (1.92%) MicroStrategy