The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Scala
East of England / Cambridgeshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 125 117 124
Rank change year-on-year -8 +7  
Permanent jobs citing Scala 22 10 11
As % of all permanent IT jobs advertised in Cambridgeshire 1.13% 0.53% 0.51%
As % of the Programming Languages category 1.58% 0.83% 0.90%
Number of salaries quoted 6 9 11
Median salary £40,000 £60,000 £50,000
Median salary % change year-on-year -33.33% +20.00%  
UK excluding London median salary £60,000 £54,000 £52,500
% change year-on-year +11.11% +2.85%  

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 Cambridgeshire with a requirement for programming language skills.

Programming Language Skills
Cambridgeshire
Permanent job vacancies with a requirement for programming language skills 1390 1201 1220
As % of all permanent IT job vacancies advertised in Cambridgeshire 71.54% 64.12% 56.85%
Number of salaries quoted 1141 1077 1074
Median salary £45,500 £45,000 £42,500
Median salary % change year-on-year +1.11% +5.88%  
90% offered a salary of more than £30,000 £28,500 £30,000
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Scala
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Scala as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Scala in Cambridgeshire

Scala
Salary Trend in Cambridgeshire

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

Salary trend for Scala in Cambridgeshire

Scala
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Cambridgeshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +2 21 £40,000 -37.25% 10
Scala
East of England

For the 6 months to 27 June 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 Cambridgeshire region with a requirement for Scala.

1 43 (100.00%) Java
2 32 (74.42%) Python
2 32 (74.42%) Machine Learning
3 24 (55.81%) Apache Spark
3 24 (55.81%) Software Engineering
4 19 (44.19%) Hadoop
5 16 (37.21%) Signal Processing
5 16 (37.21%) R
5 16 (37.21%) Security Cleared
6 14 (32.56%) PhD
7 12 (27.91%) Git (software)
8 11 (25.58%) REST
8 11 (25.58%) NoSQL
8 11 (25.58%) Microservices
9 10 (23.26%) Deep Learning
9 10 (23.26%) C++
9 10 (23.26%) Games
9 10 (23.26%) Computer Vision
10 9 (20.93%) Agile Software Development
10 9 (20.93%) Unity (Game Engine)
10 9 (20.93%) Algorithms
11 8 (18.60%) Big Data
11 8 (18.60%) Linux
11 8 (18.60%) Computer Science
11 8 (18.60%) Reinforcement Learning
12 7 (16.28%) Apache Cassandra
12 7 (16.28%) Theano
13 6 (13.95%) Akka
13 6 (13.95%) Amazon AWS
13 6 (13.95%) OpenCV

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 24 (55.81%) Apache Spark
2 5 (11.63%) DNN
3 2 (4.65%) Apache Pig
4 1 (2.33%) JBoss
4 1 (2.33%) OpenStack
4 1 (2.33%) WildFly
Cloud Services
1 6 (13.95%) Amazon AWS
Database & Business Intelligence
1 19 (44.19%) Hadoop
2 11 (25.58%) NoSQL
3 8 (18.60%) Big Data
4 7 (16.28%) Apache Cassandra
5 5 (11.63%) RDBMS
5 5 (11.63%) Relational Database
6 3 (6.98%) Apache Hive
6 3 (6.98%) MySQL
7 2 (4.65%) Data Warehouse
7 2 (4.65%) Flink
7 2 (4.65%) HBase
8 1 (2.33%) Data Lake
8 1 (2.33%) Data Mining
8 1 (2.33%) DB2
8 1 (2.33%) MongoDB
8 1 (2.33%) PostgreSQL
8 1 (2.33%) Redis
8 1 (2.33%) SQL Server
Development Applications
1 12 (27.91%) Git (software)
2 6 (13.95%) JUnit
3 1 (2.33%) Artifactory
3 1 (2.33%) Cucumber
3 1 (2.33%) Maven
3 1 (2.33%) Mockito
3 1 (2.33%) Selenium
3 1 (2.33%) TestNG
General
1 10 (23.26%) Games
Job Titles
1 21 (48.84%) Data Scientist
2 12 (27.91%) Developer
3 9 (20.93%) Java Developer
3 9 (20.93%) Software Engineer
4 4 (9.30%) Computer Engineer
4 4 (9.30%) Machine Learning Engineer
5 3 (6.98%) Algorithm Engineer
6 2 (4.65%) 3D Software Engineer
6 2 (4.65%) Computer Vision Engineer
6 2 (4.65%) Research Engineer
6 2 (4.65%) Senior Developer
7 1 (2.33%) Administrator
7 1 (2.33%) C++ Software Engineer
7 1 (2.33%) Graduate
7 1 (2.33%) Graduate Software Engineer
7 1 (2.33%) Java Engineer
7 1 (2.33%) Java Software Engineer
7 1 (2.33%) Senior Java Developer
7 1 (2.33%) Senior Software Developer
7 1 (2.33%) Software Developer
Libraries, Frameworks & Software Standards
1 11 (25.58%) REST
2 9 (20.93%) Unity (Game Engine)
3 7 (16.28%) Theano
4 6 (13.95%) Akka
4 6 (13.95%) OpenCV
5 5 (11.63%) JSON
6 3 (6.98%) Unreal Engine
7 2 (4.65%) AngularJS
7 2 (4.65%) Hibernate
7 2 (4.65%) JPA
7 2 (4.65%) Kafka
7 2 (4.65%) Spring
8 1 (2.33%) CSS
8 1 (2.33%) EJB
8 1 (2.33%) EJB 3.0
8 1 (2.33%) HTML
8 1 (2.33%) J2EE
8 1 (2.33%) JAX-WS
8 1 (2.33%) JSF
8 1 (2.33%) Velocity
Miscellaneous
1 9 (20.93%) Algorithms
2 8 (18.60%) Computer Science
3 5 (11.63%) Public Cloud
3 5 (11.63%) Smart Energy
4 4 (9.30%) 3D Graphics
5 2 (4.65%) Data Structures
5 2 (4.65%) Embedded Systems
6 1 (2.33%) Enterprise Software
6 1 (2.33%) Greenfield Project
6 1 (2.33%) Private Cloud
Operating Systems
1 8 (18.60%) Linux
2 1 (2.33%) Debian
2 1 (2.33%) Windows
2 1 (2.33%) Windows Server
Processes & Methodologies
1 32 (74.42%) Machine Learning
2 24 (55.81%) Software Engineering
3 16 (37.21%) Signal Processing
4 11 (25.58%) Microservices
5 10 (23.26%) Computer Vision
5 10 (23.26%) Deep Learning
6 9 (20.93%) Agile Software Development
7 8 (18.60%) Reinforcement Learning
8 6 (13.95%) Artificial Intelligence
8 6 (13.95%) Mathematics
8 6 (13.95%) Neural Network
8 6 (13.95%) TDD
9 5 (11.63%) API Design
9 5 (11.63%) BDD
9 5 (11.63%) Complexity Analysis
9 5 (11.63%) Data Extraction
9 5 (11.63%) Mathematical Modelling
9 5 (11.63%) Physics
10 4 (9.30%) Bayesian Methods
10 4 (9.30%) Game Theory
Programming Languages
1 43 (100.00%) Java
2 32 (74.42%) Python
3 16 (37.21%) R
4 10 (23.26%) C++
5 4 (9.30%) Bash Shell
5 4 (9.30%) Fortran
6 3 (6.98%) C#
7 2 (4.65%) JavaScript
8 1 (2.33%) C
8 1 (2.33%) PHP
8 1 (2.33%) SQL
Qualifications
1 16 (37.21%) Security Cleared
2 14 (32.56%) PhD
3 2 (4.65%) Computer Science Degree
3 2 (4.65%) Degree
System Software
1 2 (4.65%) HDFS
Systems Management
1 2 (4.65%) Oozie
Vendors
1 1 (2.33%) IBM
1 1 (2.33%) Oracle
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Salary: 48-58k + 30 Days holiday + Medical Ins + Dental Ins + Pension +More!
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