Period
to 21 January 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Scala skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Scala over the 6 months to 21 January 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Scala
East of England > Cambridgeshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 88 69 80
Rank change year-on-year -19 +11 +17
Contract jobs citing Scala 7 9 8
As % of all contract IT jobs advertised in Cambridgeshire 0.55% 0.85% 0.59%
As % of the Programming Languages category 1.23% 1.72% 1.29%
Number of daily rates quoted 7 7 5
Cambridgeshire median daily rate £365 £550 £350
Median daily rate % change year-on-year -33.64% +57.14% -
10th Percentile £313 £369 £280
90th Percentile £480 £668 £358
East of England median daily rate £475 £525 £360
% change year-on-year -9.52% +45.83% -28.00%
Number of hourly rates quoted 0 0 2
Cambridgeshire median hourly rate - - £65.00
East of England median hourly rate - - £65.00

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for coding skills.

All Programming Languages
Cambridgeshire
Contract vacancies with a requirement for coding skills 569 523 620
As % of all contract IT jobs advertised in Cambridgeshire 44.35% 49.43% 45.86%
Number of daily rates quoted 277 230 338
Cambridgeshire median daily rate £375 £350 £375
Median daily rate % change year-on-year +7.14% -6.67% +3.45%
10th Percentile £275 £250 £263
90th Percentile £494 £494 £500
East of England median daily rate £415 £375 £375
% change year-on-year +10.67% - -
Number of hourly rates quoted 72 54 52
Cambridgeshire median hourly rate £41.50 £42.00 £41.50
Median hourly rate % change year-on-year -1.19% +1.20% -2.35%
10th Percentile £32.58 £32.50 £33.75
90th Percentile £52.50 £47.50 £57.50
East of England median hourly rate £40.50 £42.00 £39.00
% change year-on-year -3.57% +7.69% +4.00%

Scala
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Scala in Cambridgeshire

Scala
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Scala in Cambridgeshire.

Contractor daily rate trend for Scala in Cambridgeshire

Scala
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Scala in Cambridgeshire over the 6 months to 21 January 2018.

Contractor daily rate histogram for Scala in Cambridgeshire

Scala
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Scala within the Cambridgeshire region over the 6 months to 21 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Peterborough - 4 £357 -
Cambridge -11 1 £475 -9.52% 12
Scala
East of England

For the 6 months to 21 January 2018, IT contractor jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Scala.

1 6 (85.71%) Agile Software Development
2 4 (57.14%) Play Framework
2 4 (57.14%) Java
2 4 (57.14%) Finance
2 4 (57.14%) JSON
3 3 (42.86%) Hibernate
3 3 (42.86%) SQL
3 3 (42.86%) Oracle
3 3 (42.86%) CSS
3 3 (42.86%) Amazon Redshift
3 3 (42.86%) Apache Spark
3 3 (42.86%) Hadoop
3 3 (42.86%) Amazon AWS
3 3 (42.86%) Data Analysis
3 3 (42.86%) Data Quality
3 3 (42.86%) AngularJS
3 3 (42.86%) HTML
4 2 (28.57%) SDLC
4 2 (28.57%) Data Engineering
4 2 (28.57%) Analytical Skills
4 2 (28.57%) Big Data
4 2 (28.57%) Kafka
4 2 (28.57%) Akka
4 2 (28.57%) ETL
5 1 (14.29%) Scrum
5 1 (14.29%) Objective-C
5 1 (14.29%) CMS
5 1 (14.29%) Oracle Database 11g
5 1 (14.29%) Haskell
5 1 (14.29%) Erlang

Scala
Co-occurring IT Skills in Cambridgeshire 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 3 (42.86%) Apache Spark
2 1 (14.29%) CMS
Cloud Services
1 3 (42.86%) Amazon AWS
2 1 (14.29%) Cloud Computing
2 1 (14.29%) PaaS
Database & Business Intelligence
1 3 (42.86%) Amazon Redshift
1 3 (42.86%) Hadoop
2 2 (28.57%) Big Data
3 1 (14.29%) Oracle Database
3 1 (14.29%) Oracle Database 11g
3 1 (14.29%) RDBMS
3 1 (14.29%) Relational Database
Development Applications
1 1 (14.29%) Git (software)
1 1 (14.29%) Mercurial
General
1 4 (57.14%) Finance
Job Titles
1 7 (100.00%) Developer
2 3 (42.86%) AWS Developer
2 3 (42.86%) SQL Developer
3 2 (28.57%) Analyst
3 2 (28.57%) Analyst Developer
3 2 (28.57%) Big Data Analyst
3 2 (28.57%) Big Data Developer
3 2 (28.57%) Data Analyst
3 2 (28.57%) Developer Analyst
3 2 (28.57%) ETL Analyst
3 2 (28.57%) ETL Developer
3 2 (28.57%) Hadoop Developer
3 2 (28.57%) Java Developer
3 2 (28.57%) Scala Developer
3 2 (28.57%) SQL Analyst
3 2 (28.57%) SQL Data Analyst
4 1 (14.29%) Data Engineer
4 1 (14.29%) Senior Developer
4 1 (14.29%) Senior Software Developer
4 1 (14.29%) Software Developer
Libraries, Frameworks & Software Standards
1 4 (57.14%) JSON
1 4 (57.14%) Play Framework
2 3 (42.86%) AngularJS
2 3 (42.86%) CSS
2 3 (42.86%) Hibernate
2 3 (42.86%) HTML
3 2 (28.57%) Akka
3 2 (28.57%) Kafka
4 1 (14.29%) HATEOAS
4 1 (14.29%) JSON Schema
4 1 (14.29%) Polymer
4 1 (14.29%) REST
4 1 (14.29%) Spring
4 1 (14.29%) Spring Boot
4 1 (14.29%) Swagger
4 1 (14.29%) Vue (Vue.js)
4 1 (14.29%) XML
4 1 (14.29%) XML Schema
4 1 (14.29%) XSLT
Miscellaneous
1 2 (28.57%) Analytical Skills
Processes & Methodologies
1 6 (85.71%) Agile Software Development
2 3 (42.86%) Data Analysis
3 2 (28.57%) Data Engineering
3 2 (28.57%) ETL
3 2 (28.57%) SDLC
4 1 (14.29%) Content Management
4 1 (14.29%) Continuous Integration
4 1 (14.29%) Dependency Management
4 1 (14.29%) Domain-Driven Design
4 1 (14.29%) Integration Testing
4 1 (14.29%) Microservices
4 1 (14.29%) OO
4 1 (14.29%) Scrum
4 1 (14.29%) Static Code Analysis
4 1 (14.29%) TDD
4 1 (14.29%) The Twelve-Factor App
4 1 (14.29%) Transpiler
4 1 (14.29%) Workflow
4 1 (14.29%) Workflow Management
Programming Languages
1 4 (57.14%) Java
2 3 (42.86%) SQL
3 1 (14.29%) C
3 1 (14.29%) C#
3 1 (14.29%) C++
3 1 (14.29%) Clojure
3 1 (14.29%) Dart
3 1 (14.29%) Elixir
3 1 (14.29%) Erlang
3 1 (14.29%) ES6
3 1 (14.29%) Haskell
3 1 (14.29%) JavaScript
3 1 (14.29%) Kotlin
3 1 (14.29%) Objective-C
3 1 (14.29%) Rust
Quality Assurance & Compliance
1 3 (42.86%) Data Quality
Vendors
1 3 (42.86%) Oracle