Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 14 December 2017 with a comparison to the same period in the previous 2 years.

Scala
East of England > Hertfordshire
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 179 165 216
Rank change year-on-year -14 +51 -16
Permanent jobs citing Scala 35 59 27
As % of all permanent IT jobs advertised in Hertfordshire 0.79% 1.32% 0.51%
As % of the Programming Languages category 1.50% 2.69% 1.10%
Number of salaries quoted 34 57 27
Hertfordshire median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% +43.75%
10th Percentile £53,750 £49,000 £40,000
90th Percentile £68,750 £70,250 £68,750
East of England median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +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 Hertfordshire with a requirement for coding skills.

All Programming Languages
Hertfordshire
Permanent vacancies with a requirement for coding skills 2326 2192 2446
As % of all permanent IT jobs advertised in Hertfordshire 52.51% 49.08% 46.38%
Number of salaries quoted 2028 1897 2148
Hertfordshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £31,175 £27,500 £26,750
90th Percentile £67,500 £67,500 £66,250
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +2.41%

Scala
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Scala in Hertfordshire

Scala
Salary Trend in Hertfordshire

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

Salary trend for Scala in Hertfordshire

Scala
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Scala in Hertfordshire over the 6 months to 14 December 2017.

Salary histogram for Scala in Hertfordshire

Scala
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Hertfordshire region over the 6 months to 14 December 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
Hatfield - 23 £60,000 - 6
St Albans -19 4 £67,500 +12.50% 1
Welwyn Garden City -4 3 £57,500 - 2
Potters Bar -6 3 £70,000 +27.27% 1
Scala
East of England

For the 6 months to 14 December 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 Hertfordshire region with a requirement for Scala.

1 35 (100.00%) Java
2 23 (65.71%) Python
3 20 (57.14%) Google
3 20 (57.14%) Google Cloud Platform
4 19 (54.29%) Agile Software Development
5 17 (48.57%) NoSQL
6 16 (45.71%) Multithreading
6 16 (45.71%) Docker
7 15 (42.86%) Amazon AWS
7 15 (42.86%) Apache Cassandra
8 12 (34.29%) J2EE
8 12 (34.29%) Machine Learning
8 12 (34.29%) Robotics
8 12 (34.29%) CoreOS
9 11 (31.43%) Apache Spark
9 11 (31.43%) Big Data
10 10 (28.57%) E-Commerce
11 9 (25.71%) Retail
12 8 (22.86%) Power BI
12 8 (22.86%) Data Engineering
12 8 (22.86%) BigQuery
12 8 (22.86%) Analytical Skills
12 8 (22.86%) Low Latency
12 8 (22.86%) Sqoop
12 8 (22.86%) SAS EBI
12 8 (22.86%) Prototyping
12 8 (22.86%) Migration
12 8 (22.86%) SAS
12 8 (22.86%) Business Intelligence
12 8 (22.86%) Data Warehouse

Scala
Co-occurring IT Skills in Hertfordshire 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 (31.43%) Apache Spark
2 8 (22.86%) SAS
3 2 (5.71%) Tomcat
4 1 (2.86%) Apache
Cloud Services
1 20 (57.14%) Google Cloud Platform
2 15 (42.86%) Amazon AWS
Database & Business Intelligence
1 17 (48.57%) NoSQL
2 15 (42.86%) Apache Cassandra
3 11 (31.43%) Big Data
4 8 (22.86%) BigQuery
4 8 (22.86%) Data Warehouse
4 8 (22.86%) Hadoop
4 8 (22.86%) HBase
4 8 (22.86%) MongoDB
4 8 (22.86%) Power BI
4 8 (22.86%) QlikView
4 8 (22.86%) SAS EBI
4 8 (22.86%) Sqoop
5 2 (5.71%) Relational Database
Development Applications
1 4 (11.43%) Git (software)
1 4 (11.43%) Gradle
1 4 (11.43%) Maven
2 2 (5.71%) Mercurial
General
1 9 (25.71%) Retail
Job Titles
1 17 (48.57%) Developer
2 14 (40.00%) Java Developer
3 9 (25.71%) E-Commerce Developer
3 9 (25.71%) Java E-Commerce Developer
4 8 (22.86%) Big Data Engineer
4 8 (22.86%) Data Engineer
5 5 (14.29%) Java Engineer
6 4 (11.43%) Development Team Leader
6 4 (11.43%) Java Development Team Leader
6 4 (11.43%) Java Team Leader
7 3 (8.57%) Java Scala Developer
7 3 (8.57%) Java Software Engineer
7 3 (8.57%) JavaScript Engineer
7 3 (8.57%) Scala Developer
7 3 (8.57%) Software Engineer
7 3 (8.57%) Team Leader
8 2 (5.71%) Java Programmer
8 2 (5.71%) Programmer
8 2 (5.71%) Senior Java Engineer
8 2 (5.71%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 12 (34.29%) J2EE
2 7 (20.00%) Akka
3 2 (5.71%) AngularJS
3 2 (5.71%) Hibernate
3 2 (5.71%) Play Framework
3 2 (5.71%) RESTful
3 2 (5.71%) Spring
3 2 (5.71%) Web Services
4 1 (2.86%) .NET
4 1 (2.86%) Node.js
4 1 (2.86%) React
Miscellaneous
1 12 (34.29%) Robotics
2 8 (22.86%) Analytical Skills
3 4 (11.43%) Computer Science
4 2 (5.71%) Greenfield Project
5 1 (2.86%) User Experience
Operating Systems
1 12 (34.29%) CoreOS
2 1 (2.86%) Android
Processes & Methodologies
1 19 (54.29%) Agile Software Development
2 16 (45.71%) Multithreading
3 12 (34.29%) Machine Learning
4 10 (28.57%) E-Commerce
5 8 (22.86%) Analytics
5 8 (22.86%) Business Intelligence
5 8 (22.86%) Data Engineering
5 8 (22.86%) Data Integration
5 8 (22.86%) Low Latency
5 8 (22.86%) Migration
5 8 (22.86%) Prototyping
6 5 (14.29%) Microservices
7 4 (11.43%) Continuous Delivery
7 4 (11.43%) SDLC
7 4 (11.43%) Software Engineering
8 3 (8.57%) Coaching
8 3 (8.57%) TDD
9 2 (5.71%) High Availability
9 2 (5.71%) Kanban
9 2 (5.71%) Open Source
Programming Languages
1 35 (100.00%) Java
2 23 (65.71%) Python
3 4 (11.43%) C#
3 4 (11.43%) JavaScript
4 3 (8.57%) C++
5 2 (5.71%) Clojure
5 2 (5.71%) F#
5 2 (5.71%) Groovy
5 2 (5.71%) Haskell
5 2 (5.71%) Kotlin
5 2 (5.71%) SQL
Qualifications
1 4 (11.43%) Degree
2 3 (8.57%) Computer Science Degree
3 1 (2.86%) Numerate Degree
System Software
1 16 (45.71%) Docker
Vendors
1 20 (57.14%) Google
2 8 (22.86%) Tableau