Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 December 2018 with a comparison to the same period in the previous 2 years.

Scala
East Midlands > Northamptonshire
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 88 85 107
Rank change year-on-year -3 +22 +7
Permanent jobs citing Scala 14 10 3
As % of all permanent IT jobs advertised in Northamptonshire 1.19% 0.90% 0.21%
As % of the Programming Languages category 2.17% 1.67% 0.42%
Number of salaries quoted 11 10 0
Northamptonshire median annual salary £75,000 £66,250 -
Median salary % change year-on-year +13.21% - -
East Midlands median annual salary £70,000 £50,000 £36,000
% change year-on-year +40.00% +38.89% -2.70%

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 Northamptonshire with a requirement for coding skills.

All Programming Languages
Northamptonshire
Permanent vacancies with a requirement for coding skills 644 599 709
As % of all permanent IT jobs advertised in Northamptonshire 54.86% 53.92% 49.44%
Number of salaries quoted 536 495 513
Northamptonshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £27,000 £24,500 £22,500
90th Percentile £65,000 £65,000 £57,500
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Scala
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Scala in Northamptonshire

Scala
Salary Trend in Northamptonshire

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

Salary trend for Scala in Northamptonshire

Scala
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Scala in Northamptonshire over the 6 months to 18 December 2018.

Salary histogram for Scala in Northamptonshire

Scala
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Northamptonshire region over the 6 months to 18 December 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
Northampton -5 13 £64,250 -1.15%
Scala
East Midlands

For the 6 months to 18 December 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 Northamptonshire region with a requirement for Scala.

1 13 (92.86%) SQL
2 11 (78.57%) Java
3 10 (71.43%) Python
3 10 (71.43%) Finance
3 10 (71.43%) Agile Software Development
4 8 (57.14%) Machine Learning
5 7 (50.00%) Git (software)
5 7 (50.00%) Hadoop
5 7 (50.00%) Banking
5 7 (50.00%) C++
5 7 (50.00%) Apache Spark
6 6 (42.86%) DevOps
6 6 (42.86%) Docker
6 6 (42.86%) AngularJS
6 6 (42.86%) Jenkins
6 6 (42.86%) Twitter Bootstrap
6 6 (42.86%) SDLC
6 6 (42.86%) Fintech
6 6 (42.86%) Fraud Detection
6 6 (42.86%) Greenfield Project
6 6 (42.86%) Java 8
6 6 (42.86%) Redux
6 6 (42.86%) Oracle
6 6 (42.86%) TDD
6 6 (42.86%) Stakeholder Management
6 6 (42.86%) Hibernate
6 6 (42.86%) Scrum
6 6 (42.86%) Continuous Integration
6 6 (42.86%) Spring
6 6 (42.86%) Big Data

Scala
Co-occurring IT Skills in Northamptonshire 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 7 (50.00%) Apache Spark
2 3 (21.43%) Elasticsearch
3 1 (7.14%) SAS
Applications
1 1 (7.14%) Chatbot
Cloud Services
1 1 (7.14%) Amazon AWS
Communications & Networking
1 2 (14.29%) Kerberos
Database & Business Intelligence
1 7 (50.00%) Hadoop
2 6 (42.86%) Big Data
3 4 (28.57%) NoSQL
4 3 (21.43%) Apache Hive
4 3 (21.43%) HBase
4 3 (21.43%) Impala
5 2 (14.29%) Relational Database
5 2 (14.29%) Sqoop
6 1 (7.14%) Data Lake
Development Applications
1 7 (50.00%) Git (software)
2 6 (42.86%) Jenkins
General
1 10 (71.43%) Finance
2 7 (50.00%) Banking
Job Titles
1 6 (42.86%) Developer
2 3 (21.43%) Java Developer
3 2 (14.29%) Big Data Developer
3 2 (14.29%) Data Engineer
3 2 (14.29%) Java Engineer
3 2 (14.29%) Lead Developer
3 2 (14.29%) Lead Java Developer
3 2 (14.29%) Lead Software Engineer
3 2 (14.29%) Software Engineer
4 1 (7.14%) Architect
4 1 (7.14%) Big Data Engineer
4 1 (7.14%) Java Software Engineer
4 1 (7.14%) Machine Learning Engineer
4 1 (7.14%) Senior Developer
4 1 (7.14%) Senior Java Developer
4 1 (7.14%) Service Owner
4 1 (7.14%) SOA Architect
4 1 (7.14%) Solutions Architect
4 1 (7.14%) Technical Leader
Libraries, Frameworks & Software Standards
1 6 (42.86%) AngularJS
1 6 (42.86%) Hibernate
1 6 (42.86%) Redux
1 6 (42.86%) REST
1 6 (42.86%) Spring
1 6 (42.86%) Twitter Bootstrap
2 4 (28.57%) NumPy
2 4 (28.57%) Pandas
3 3 (21.43%) Elastic Stack
3 3 (21.43%) Kafka
4 2 (14.29%) HTML5 Canvas
4 2 (14.29%) Spark Streaming
5 1 (7.14%) Natural Language Processing
5 1 (7.14%) PySpark
5 1 (7.14%) scikit-learn
5 1 (7.14%) SciPy
Miscellaneous
1 6 (42.86%) Fintech
1 6 (42.86%) Greenfield Project
2 4 (28.57%) Analytical Skills
3 2 (14.29%) Enterprise Software
3 2 (14.29%) User Experience
4 1 (7.14%) Algorithms
4 1 (7.14%) Data Centre
Operating Systems
1 2 (14.29%) Unix
2 1 (7.14%) Linux
Processes & Methodologies
1 10 (71.43%) Agile Software Development
2 8 (57.14%) Machine Learning
3 6 (42.86%) Continuous Integration
3 6 (42.86%) DevOps
3 6 (42.86%) Fraud Detection
3 6 (42.86%) Scrum
3 6 (42.86%) SDLC
3 6 (42.86%) Stakeholder Management
3 6 (42.86%) TDD
3 6 (42.86%) Waterfall
4 5 (35.71%) Analytics
5 4 (28.57%) Use Case
6 3 (21.43%) Business Intelligence
6 3 (21.43%) Data Analytics
6 3 (21.43%) Data Engineering
6 3 (21.43%) Data Modelling
6 3 (21.43%) Risk Management
6 3 (21.43%) Software Engineering
6 3 (21.43%) Visualisation
7 2 (14.29%) Data Security
Programming Languages
1 13 (92.86%) SQL
2 11 (78.57%) Java
3 10 (71.43%) Python
4 7 (50.00%) C++
5 6 (42.86%) Java 8
6 3 (21.43%) JavaScript
6 3 (21.43%) R
6 3 (21.43%) Ruby
Qualifications
1 2 (14.29%) Degree
2 1 (7.14%) Computer Science Degree
System Software
1 6 (42.86%) Docker
2 5 (35.71%) Apache Flume
3 2 (14.29%) Apache ZooKeeper
Systems Management
1 3 (21.43%) Hadoop YARN
1 3 (21.43%) Kibana
1 3 (21.43%) logstash
2 2 (14.29%) Oozie
Vendors
1 6 (42.86%) Oracle
2 2 (14.29%) Splunk
3 1 (7.14%) ServiceNow