Period
to 20 July 2017

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 July 2017 with a comparison to the same period in the previous 2 years.

Scala
South East > Buckinghamshire
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 148 171 201
Rank change year-on-year +23 +30 -
Permanent jobs citing Scala 23 5 2
As % of all permanent IT jobs advertised in Buckinghamshire 0.79% 0.15% 0.045%
As % of the Programming Languages category 1.44% 0.30% 0.11%
Number of salaries quoted 18 5 2
Buckinghamshire median annual salary £52,750 £50,000 £55,000
Median salary % change year-on-year +5.50% -9.09% -
10th Percentile £37,500 £45,650 £49,500
90th Percentile £70,000 £56,000 £58,500
South East median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - -4.76%

Scala is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Buckinghamshire with a requirement for programming language skills.

Programming Language Skills
Buckinghamshire
Permanent job vacancies with a requirement for programming language skills 1600 1674 1886
As % of all permanent IT job vacancies advertised in Buckinghamshire 54.72% 51.78% 42.13%
Number of salaries quoted 1397 1434 1601
Buckinghamshire median annual salary £43,750 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% +1.27%
10th Percentile £28,750 £27,500 £28,500
90th Percentile £62,500 £57,500 £58,750
South East median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +4.94%

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 July 2017.

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 July 2017. 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 +12 20 £47,500 -5.00%
Amersham - 3 £60,000 -
Scala
South East

For the 6 months to 20 July 2017, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Buckinghamshire region with a requirement for Scala.

1 22 (95.65%) Java
2 16 (69.57%) Agile Software Development
3 13 (56.52%) SQL
3 13 (56.52%) NoSQL
4 11 (47.83%) Maven
4 11 (47.83%) Hadoop
4 11 (47.83%) Big Data
4 11 (47.83%) Apache Spark
5 10 (43.48%) ETL
6 9 (39.13%) Cloudera
6 9 (39.13%) Kafka
6 9 (39.13%) Apache Flume
7 8 (34.78%) Grails
7 8 (34.78%) Spring
7 8 (34.78%) Banking
8 7 (30.43%) TDD
9 6 (26.09%) Sonatype Nexus
9 6 (26.09%) Jenkins
9 6 (26.09%) Docker
9 6 (26.09%) Finance
9 6 (26.09%) Python
9 6 (26.09%) Oracle
9 6 (26.09%) Continuous Integration
9 6 (26.09%) Android
10 5 (21.74%) Git (software)
10 5 (21.74%) RESTful
10 5 (21.74%) JIRA
10 5 (21.74%) iPad
10 5 (21.74%) Gradle
10 5 (21.74%) Hazelcast

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 11 (47.83%) Apache Spark
2 3 (13.04%) Elasticsearch
Cloud Services
1 3 (13.04%) Amazon AWS
1 3 (13.04%) GitHub
Database & Business Intelligence
1 13 (56.52%) NoSQL
2 11 (47.83%) Big Data
2 11 (47.83%) Hadoop
3 5 (21.74%) Hazelcast
4 3 (13.04%) Redis
5 2 (8.70%) Apache Hive
5 2 (8.70%) HBase
5 2 (8.70%) Sqoop
6 1 (4.35%) Apache Cassandra
6 1 (4.35%) Cloudera CDH
6 1 (4.35%) Data Lake
6 1 (4.35%) Data Warehouse
6 1 (4.35%) Impala
6 1 (4.35%) Neo4j
6 1 (4.35%) PostgreSQL
6 1 (4.35%) RDBMS
6 1 (4.35%) Relational Database
Development Applications
1 11 (47.83%) Maven
2 6 (26.09%) Jenkins
2 6 (26.09%) Sonatype Nexus
3 5 (21.74%) Git (software)
3 5 (21.74%) Gradle
3 5 (21.74%) JIRA
General
1 8 (34.78%) Banking
2 6 (26.09%) Finance
Job Titles
1 10 (43.48%) Developer
2 8 (34.78%) Java Developer
3 7 (30.43%) Big Data Engineer
3 7 (30.43%) Data Engineer
4 6 (26.09%) Hadoop Engineer
5 5 (21.74%) Java Engineer
6 4 (17.39%) NoSQL Engineer
7 3 (13.04%) Senior Developer
8 2 (8.70%) Analyst
8 2 (8.70%) AWS Developer
8 2 (8.70%) Big Data Analyst
8 2 (8.70%) Data Analyst
8 2 (8.70%) Data Scientist
8 2 (8.70%) Java Scala Developer
8 2 (8.70%) Scala Developer
8 2 (8.70%) Senior Java Developer
8 2 (8.70%) Senior Java Scala Developer
8 2 (8.70%) Senior Scala Developer
8 2 (8.70%) Software Engineer
9 1 (4.35%) Trainee Data Analyst
Libraries, Frameworks & Software Standards
1 9 (39.13%) Kafka
2 8 (34.78%) Grails
2 8 (34.78%) Spring
3 5 (21.74%) Redux
3 5 (21.74%) RESTful
4 3 (13.04%) REST
4 3 (13.04%) SOAP
5 1 (4.35%) CPAN
5 1 (4.35%) CSS
5 1 (4.35%) HTML
5 1 (4.35%) J2EE
Miscellaneous
1 5 (21.74%) iPad
2 4 (17.39%) Analytical Skills
3 2 (8.70%) Fintech
Operating Systems
1 6 (26.09%) Android
2 1 (4.35%) Unix
Processes & Methodologies
1 16 (69.57%) Agile Software Development
2 10 (43.48%) ETL
3 7 (30.43%) TDD
4 6 (26.09%) Continuous Integration
5 5 (21.74%) SDLC
5 5 (21.74%) Software Delivery
6 3 (13.04%) Analytics
6 3 (13.04%) Microservices
7 2 (8.70%) Data Analysis
7 2 (8.70%) ETL Development
7 2 (8.70%) Functional Programming
7 2 (8.70%) Mathematics
7 2 (8.70%) Open Source
7 2 (8.70%) Scrum
7 2 (8.70%) Software Engineering
8 1 (4.35%) Agile Project Management
8 1 (4.35%) MapReduce
8 1 (4.35%) Open Source Development
8 1 (4.35%) Project Management
8 1 (4.35%) Use Case
Programming Languages
1 22 (95.65%) Java
2 13 (56.52%) SQL
3 6 (26.09%) Python
4 4 (17.39%) Groovy
4 4 (17.39%) JavaScript
5 3 (13.04%) Clojure
6 1 (4.35%) Perl
6 1 (4.35%) PHP
6 1 (4.35%) R
6 1 (4.35%) Ruby
Qualifications
1 2 (8.70%) Degree
System Software
1 9 (39.13%) Apache Flume
2 6 (26.09%) Docker
Systems Management
1 3 (13.04%) Oozie
Vendors
1 9 (39.13%) Cloudera
2 6 (26.09%) Oracle