Period
to 22 April 2019

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 22 April 2019 with a comparison to the same period in the previous 2 years.

Scala
East Midlands > Northamptonshire
6 months to
22 Apr 2019
Same period 2018 Same period 2017
Rank 80 89 101
Rank change year-on-year +9 +12 +21
Permanent jobs citing Scala 10 11 2
As % of all permanent IT jobs advertised in Northamptonshire 0.95% 0.85% 0.15%
As % of the Programming Languages category 1.90% 1.46% 0.31%
Number of salaries quoted 8 9 1
Northamptonshire median annual salary £75,250 £50,000 £62,500
Median salary % change year-on-year +50.50% -20.00% -
10th Percentile £49,125 £47,000 £58,750
90th Percentile £83,125 £59,000 £66,250
East Midlands median annual salary £56,250 £55,000 £35,000
% change year-on-year +2.27% +57.14% -

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 525 755 655
As % of all permanent IT jobs advertised in Northamptonshire 50.10% 58.30% 50.58%
Number of salaries quoted 384 625 557
Northamptonshire median annual salary £43,500 £42,500 £42,500
Median salary % change year-on-year +2.35% - +6.25%
10th Percentile £25,000 £26,250 £22,500
90th Percentile £70,000 £61,250 £57,500
East Midlands median annual salary £40,000 £40,000 £40,000

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 22 April 2019.

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 22 April 2019. 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 +11 7 £75,250 +50.50%
Scala
East Midlands

For the 6 months to 22 April 2019, 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 7 (70.00%) Java
1 7 (70.00%) Python
1 7 (70.00%) SQL
2 6 (60.00%) Agile Software Development
2 6 (60.00%) Hadoop
2 6 (60.00%) NumPy
2 6 (60.00%) Pandas
2 6 (60.00%) Apache Spark
3 5 (50.00%) NoSQL
3 5 (50.00%) Finance
4 4 (40.00%) Ruby
4 4 (40.00%) Data Modelling
4 4 (40.00%) JavaScript
4 4 (40.00%) C++
4 4 (40.00%) R
4 4 (40.00%) Machine Learning
4 4 (40.00%) Apache Flume
4 4 (40.00%) Data Analytics
4 4 (40.00%) Software Engineering
4 4 (40.00%) Analytics
4 4 (40.00%) Elastic Stack
5 3 (30.00%) Thought Leadership
5 3 (30.00%) Elasticsearch
5 3 (30.00%) logstash
5 3 (30.00%) DevOps
5 3 (30.00%) Kibana
5 3 (30.00%) Microservices
5 3 (30.00%) Git (software)
5 3 (30.00%) Big Data
5 3 (30.00%) ITIL

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 6 (60.00%) Apache Spark
2 3 (30.00%) Elasticsearch
3 2 (20.00%) SAS
Applications
1 1 (10.00%) Chatbot
Cloud Services
1 2 (20.00%) Amazon AWS
2 1 (10.00%) Microsoft Azure
2 1 (10.00%) OpenShift
Communications & Networking
1 1 (10.00%) Kerberos
Database & Business Intelligence
1 6 (60.00%) Hadoop
2 5 (50.00%) NoSQL
3 3 (30.00%) Big Data
4 2 (20.00%) Apache Hive
4 2 (20.00%) HBase
4 2 (20.00%) Impala
5 1 (10.00%) Data Lake
Development Applications
1 3 (30.00%) Git (software)
2 2 (20.00%) Jenkins
3 1 (10.00%) Sonatype Nexus
General
1 5 (50.00%) Finance
2 2 (20.00%) Banking
2 2 (20.00%) Financial Institution
Job Titles
1 2 (20.00%) Architect
1 2 (20.00%) Data Engineer
1 2 (20.00%) Head of Engineering
2 1 (10.00%) Developer
2 1 (10.00%) Engineering Manager
2 1 (10.00%) Lead Architect
2 1 (10.00%) Service Owner
2 1 (10.00%) Software Engineering Manager
2 1 (10.00%) Software Manager
2 1 (10.00%) Technical Architect
2 1 (10.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 6 (60.00%) NumPy
1 6 (60.00%) Pandas
2 4 (40.00%) Elastic Stack
3 2 (20.00%) Kafka
3 2 (20.00%) Natural Language Processing
3 2 (20.00%) PySpark
3 2 (20.00%) scikit-learn
3 2 (20.00%) SciPy
4 1 (10.00%) .NET
4 1 (10.00%) AngularJS
4 1 (10.00%) Hibernate
4 1 (10.00%) HTML5 Canvas
4 1 (10.00%) Node.js
4 1 (10.00%) Redux
4 1 (10.00%) REST
4 1 (10.00%) Spring
4 1 (10.00%) Twitter Bootstrap
Miscellaneous
1 2 (20.00%) Enterprise Software
2 1 (10.00%) Algorithms
2 1 (10.00%) Analytical Skills
2 1 (10.00%) Data Centre
2 1 (10.00%) Data Protection Act
2 1 (10.00%) Fintech
2 1 (10.00%) Greenfield Project
2 1 (10.00%) Public Cloud
2 1 (10.00%) Self-Motivation
2 1 (10.00%) User Experience
Operating Systems
1 3 (30.00%) Unix
2 2 (20.00%) Linux
Processes & Methodologies
1 6 (60.00%) Agile Software Development
2 4 (40.00%) Analytics
2 4 (40.00%) Data Analytics
2 4 (40.00%) Data Modelling
2 4 (40.00%) Machine Learning
2 4 (40.00%) Software Engineering
3 3 (30.00%) DevOps
3 3 (30.00%) ITIL
3 3 (30.00%) Microservices
3 3 (30.00%) Thought Leadership
4 2 (20.00%) Computer Science
4 2 (20.00%) Continuous Improvement
4 2 (20.00%) Continuous Integration
4 2 (20.00%) Data Analysis
4 2 (20.00%) Domain-Driven Design
4 2 (20.00%) MapReduce
4 2 (20.00%) Scrum
4 2 (20.00%) SOA
4 2 (20.00%) Stakeholder Management
4 2 (20.00%) TDD
Programming Languages
1 7 (70.00%) Java
1 7 (70.00%) Python
1 7 (70.00%) SQL
2 4 (40.00%) C++
2 4 (40.00%) JavaScript
2 4 (40.00%) R
2 4 (40.00%) Ruby
3 1 (10.00%) C#
3 1 (10.00%) Java 8
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) Computer Science Degree
Quality Assurance & Compliance
1 2 (20.00%) GDPR
System Software
1 4 (40.00%) Apache Flume
2 2 (20.00%) Docker
Systems Management
1 3 (30.00%) Kibana
1 3 (30.00%) logstash
2 2 (20.00%) Hadoop YARN
3 1 (10.00%) Kubernetes
3 1 (10.00%) Opscode Chef
Vendors
1 2 (20.00%) Splunk
2 1 (10.00%) Oracle
2 1 (10.00%) ServiceNow