Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Scala
South East > Buckinghamshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 109 156 153
Rank change year-on-year +47 -3 -
Permanent jobs citing Scala 57 18 41
As % of all permanent IT jobs advertised in Buckinghamshire 1.99% 0.62% 1.05%
As % of the Programming Languages category 3.61% 1.20% 1.95%
Number of salaries quoted 87 18 17
Buckinghamshire median annual salary £90,000 £52,500 £35,000
Median salary % change year-on-year +71.43% +50.00% -
10th Percentile £53,750 £47,125 £27,500
90th Percentile £110,000 £62,500 £82,000
South East median annual salary £60,000 £55,000 £50,000
% change year-on-year +9.09% +10.00% +17.65%

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 1,580 1,506 2,103
As % of all permanent IT jobs advertised in Buckinghamshire 55.07% 51.86% 53.76%
Number of salaries quoted 1,339 1,326 1,787
Buckinghamshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £24,996 £27,500 £26,250
90th Percentile £60,000 £60,000 £55,100
South East median annual salary £45,000 £45,000 £44,000
% change year-on-year - +2.27% +6.02%

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 18 February 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 18 February 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 +22 28 £57,500 +9.52% 3
Amersham +11 5 £60,000 -
Scala
South East

For the 6 months to 18 February 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 55 (96.49%) Java
2 39 (68.42%) Agile Software Development
3 29 (50.88%) JavaScript
4 28 (49.12%) SQL
5 26 (45.61%) Big Data
6 24 (42.11%) Hadoop
7 23 (40.35%) TDD
7 23 (40.35%) Apache Spark
8 22 (38.60%) Python
9 19 (33.33%) Finance
9 19 (33.33%) Software Engineering
10 18 (31.58%) NoSQL
11 17 (29.82%) RESTful
11 17 (29.82%) Banking
12 16 (28.07%) BDD
13 14 (24.56%) Mentoring
13 14 (24.56%) Kafka
13 14 (24.56%) E-Commerce
13 14 (24.56%) Scrum
13 14 (24.56%) Extreme Programming
13 14 (24.56%) Spring
14 13 (22.81%) High Availability
14 13 (22.81%) Continuous Integration
14 13 (22.81%) Kanban
14 13 (22.81%) Product Management
14 13 (22.81%) DevOps
14 13 (22.81%) User Experience
15 11 (19.30%) CSS
15 11 (19.30%) Test Automation
15 11 (19.30%) Open Source

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 23 (40.35%) Apache Spark
2 5 (8.77%) Elasticsearch
3 3 (5.26%) Apache
4 2 (3.51%) Confluence
Cloud Services
1 10 (17.54%) Amazon AWS
2 3 (5.26%) GitHub
2 3 (5.26%) OpenShift
3 2 (3.51%) Amazon EC2
3 2 (3.51%) Amazon S3
3 2 (3.51%) Amazon SQS
Communications & Networking
1 7 (12.28%) Internet
2 3 (5.26%) HTTP
3 1 (1.75%) SMS
Database & Business Intelligence
1 26 (45.61%) Big Data
2 24 (42.11%) Hadoop
3 18 (31.58%) NoSQL
4 11 (19.30%) Redis
5 8 (14.04%) Apache Cassandra
5 8 (14.04%) HBase
6 7 (12.28%) MySQL
6 7 (12.28%) Neo4j
7 5 (8.77%) Relational Database
8 4 (7.02%) Blockchain
8 4 (7.02%) NewSQL
8 4 (7.02%) Sqoop
9 3 (5.26%) Apache Hive
10 2 (3.51%) Amazon DynamoDB
10 2 (3.51%) Amazon RDS
11 1 (1.75%) GIS
11 1 (1.75%) Impala
11 1 (1.75%) MongoDB
Development Applications
1 8 (14.04%) Jenkins
2 6 (10.53%) Git (software)
3 4 (7.02%) Maven
3 4 (7.02%) Sonatype Nexus
4 3 (5.26%) GitLab
5 2 (3.51%) Atlassian Bamboo
5 2 (3.51%) IntelliJ
5 2 (3.51%) JIRA
General
1 19 (33.33%) Finance
2 17 (29.82%) Banking
3 1 (1.75%) Marketing
3 1 (1.75%) Retail
3 1 (1.75%) Retail Banking
Job Titles
1 17 (29.82%) Developer
2 15 (26.32%) Big Data Engineer
2 15 (26.32%) Data Engineer
3 12 (21.05%) Java Developer
4 8 (14.04%) Java Engineer
4 8 (14.04%) Senior Developer
5 7 (12.28%) Senior Java Developer
6 6 (10.53%) Big Data Specialist
7 5 (8.77%) Hadoop Engineer
8 4 (7.02%) Agile Developer
8 4 (7.02%) Scala Developer
8 4 (7.02%) Senior Data Engineer
9 3 (5.26%) Agile Java Developer
9 3 (5.26%) Cloud Engineer
9 3 (5.26%) Junior
9 3 (5.26%) NoSQL Engineer
10 2 (3.51%) AWS Developer
10 2 (3.51%) Big Data Software Engineer
10 2 (3.51%) Senior Agile Developer
10 2 (3.51%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (29.82%) RESTful
2 14 (24.56%) Kafka
2 14 (24.56%) Spring
3 11 (19.30%) CSS
4 9 (15.79%) HTML
5 7 (12.28%) HTML5
5 7 (12.28%) RabbitMQ
5 7 (12.28%) Spring Boot
6 6 (10.53%) Grails
6 6 (10.53%) Node.js
6 6 (10.53%) Web Services
7 5 (8.77%) REST
7 5 (8.77%) SOAP
8 4 (7.02%) AngularJS
8 4 (7.02%) Spring Cloud
8 4 (7.02%) Swagger
9 3 (5.26%) Akka
9 3 (5.26%) Java EE
10 2 (3.51%) Hibernate
10 2 (3.51%) WebSockets
Miscellaneous
1 13 (22.81%) User Experience
2 9 (15.79%) Fintech
3 4 (7.02%) Analytical Skills
4 3 (5.26%) Greenfield Project
5 2 (3.51%) Smartphone
6 1 (1.75%) Computer Science
6 1 (1.75%) SCADA
Operating Systems
1 4 (7.02%) Android
1 4 (7.02%) Apple iOS
2 3 (5.26%) Linux
3 2 (3.51%) Ubuntu
3 2 (3.51%) Windows
3 2 (3.51%) Windows Vista
4 1 (1.75%) Unix
Processes & Methodologies
1 39 (68.42%) Agile Software Development
2 23 (40.35%) TDD
3 19 (33.33%) Software Engineering
4 16 (28.07%) BDD
5 14 (24.56%) E-Commerce
5 14 (24.56%) Extreme Programming
5 14 (24.56%) Mentoring
5 14 (24.56%) Scrum
6 13 (22.81%) Continuous Integration
6 13 (22.81%) DevOps
6 13 (22.81%) High Availability
6 13 (22.81%) Kanban
6 13 (22.81%) Product Management
7 11 (19.30%) Coaching
7 11 (19.30%) Continuous Delivery
7 11 (19.30%) Open Source
7 11 (19.30%) Test Automation
8 9 (15.79%) Data Transformation
8 9 (15.79%) People Management
9 8 (14.04%) Business Intelligence
Programming Languages
1 55 (96.49%) Java
2 29 (50.88%) JavaScript
3 28 (49.12%) SQL
4 22 (38.60%) Python
5 10 (17.54%) Go
6 5 (8.77%) Clojure
6 5 (8.77%) Groovy
7 4 (7.02%) Kotlin
8 1 (1.75%) Bash Shell
8 1 (1.75%) C
8 1 (1.75%) C#
8 1 (1.75%) C++
8 1 (1.75%) Embedded C++
8 1 (1.75%) Objective-C
8 1 (1.75%) Perl
8 1 (1.75%) R
8 1 (1.75%) Ruby
Qualifications
1 1 (1.75%) Degree
1 1 (1.75%) Master's Degree
1 1 (1.75%) PhD
System Software
1 6 (10.53%) Apache Flume
2 1 (1.75%) Apache ZooKeeper
Systems Management
1 1 (1.75%) Oozie
Vendors
1 11 (19.30%) Cloudera
2 2 (3.51%) Atlassian
3 1 (1.75%) MicroStrategy