Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Scala
Yorkshire > South Yorkshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 85 90 108
Rank change year-on-year +5 +18 +6
Permanent jobs citing Scala 12 3 4
As % of all permanent IT jobs advertised in South Yorkshire 1.06% 0.27% 0.29%
As % of the Programming Languages category 2.11% 0.51% 0.59%
Number of salaries quoted 12 3 4
South Yorkshire median annual salary £47,500 £45,000 £52,500
Median salary % change year-on-year +5.56% -14.29% -4.55%
10th Percentile £38,750 £38,500 £41,625
90th Percentile £75,000 £53,500 £73,875
Yorkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 South Yorkshire with a requirement for coding skills.

All Programming Languages
South Yorkshire
Permanent vacancies with a requirement for coding skills 568 592 682
As % of all permanent IT jobs advertised in South Yorkshire 50.13% 53.48% 50.18%
Number of salaries quoted 459 511 589
South Yorkshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £60,000 £58,750 £56,250
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Scala
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Scala in South Yorkshire

Scala
Salary Trend in South Yorkshire

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

Salary trend for Scala in South Yorkshire

Scala
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Scala in South Yorkshire over the 6 months to 10 December 2018.

Salary histogram for Scala in South Yorkshire

Scala
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the South Yorkshire region over the 6 months to 10 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
Sheffield +4 12 £47,500 +5.56% 3
Scala
Yorkshire

For the 6 months to 10 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 South Yorkshire region with a requirement for Scala.

1 11 (91.67%) Java
2 10 (83.33%) SQL
3 7 (58.33%) Salesforce.com
3 7 (58.33%) Agile Software Development
3 7 (58.33%) Ruby
3 7 (58.33%) JavaScript
3 7 (58.33%) HTML
3 7 (58.33%) MongoDB
4 6 (50.00%) Redis
4 6 (50.00%) TDD
4 6 (50.00%) Scrum
4 6 (50.00%) Greenfield Project
5 4 (33.33%) Hadoop
6 3 (25.00%) Amazon AWS
6 3 (25.00%) Apache Hive
6 3 (25.00%) R
6 3 (25.00%) Finance
6 3 (25.00%) Python
6 3 (25.00%) Tableau
6 3 (25.00%) Apache Spark
7 2 (16.67%) Platfora
7 2 (16.67%) Ambari
7 2 (16.67%) Visual Analytics
7 2 (16.67%) Analytical Skills
7 2 (16.67%) SAS Visual Analytics
7 2 (16.67%) Data Science
7 2 (16.67%) SAS
7 2 (16.67%) QlikView
7 2 (16.67%) Analytics
7 2 (16.67%) Apache Pig

Scala
Co-occurring IT Skills in South Yorkshire 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 (25.00%) Apache Spark
2 2 (16.67%) Apache Pig
2 2 (16.67%) SAS
3 1 (8.33%) Elasticsearch
3 1 (8.33%) IBM Notes
Applications
1 1 (8.33%) Microsoft Excel
1 1 (8.33%) Microsoft PowerPoint
1 1 (8.33%) MS Visio
Cloud Services
1 3 (25.00%) Amazon AWS
2 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 7 (58.33%) MongoDB
2 6 (50.00%) Redis
3 4 (33.33%) Hadoop
4 3 (25.00%) Apache Hive
5 2 (16.67%) QlikView
5 2 (16.67%) SAS Visual Analytics
6 1 (8.33%) Impala
6 1 (8.33%) NoSQL
6 1 (8.33%) Spotfire
Development Applications
1 1 (8.33%) Git (software)
General
1 3 (25.00%) Finance
2 1 (8.33%) Back Office
2 1 (8.33%) Financial Institution
Job Titles
1 9 (75.00%) Developer
2 8 (66.67%) Java Developer
3 3 (25.00%) Java Scala Developer
3 3 (25.00%) MongoDB Developer
3 3 (25.00%) Ruby Developer
3 3 (25.00%) Scala Developer
4 2 (16.67%) Full Stack Developer
5 1 (8.33%) Analyst
5 1 (8.33%) Data Analyst
5 1 (8.33%) Data Scientist
5 1 (8.33%) Head of Data Science
5 1 (8.33%) Senior Analyst
5 1 (8.33%) Senior Data Analyst
5 1 (8.33%) Senior Developer
5 1 (8.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 7 (58.33%) HTML
2 1 (8.33%) CSS
2 1 (8.33%) D3.js
2 1 (8.33%) Hibernate
2 1 (8.33%) JSON
2 1 (8.33%) Kafka
2 1 (8.33%) Natural Language Processing
2 1 (8.33%) Node.js
2 1 (8.33%) Raphaël
2 1 (8.33%) REST
2 1 (8.33%) Spring
2 1 (8.33%) TensorFlow
2 1 (8.33%) Web Services
Miscellaneous
1 6 (50.00%) Greenfield Project
2 2 (16.67%) Analytical Skills
3 1 (8.33%) Self-Motivation
3 1 (8.33%) Semantic Web
Processes & Methodologies
1 7 (58.33%) Agile Software Development
2 6 (50.00%) Scrum
2 6 (50.00%) TDD
3 2 (16.67%) Analytics
3 2 (16.67%) Computer Science
3 2 (16.67%) Data Science
3 2 (16.67%) Open Source
3 2 (16.67%) Software Engineering
3 2 (16.67%) Visual Analytics
4 1 (8.33%) Anti-Money Laundering
4 1 (8.33%) Computer Vision
4 1 (8.33%) Continuous Delivery
4 1 (8.33%) Convolutional Neural Network
4 1 (8.33%) Data-Driven Decision Making
4 1 (8.33%) Decision-Making
4 1 (8.33%) Deep Learning
4 1 (8.33%) DevOps
4 1 (8.33%) Predictive Analysis
4 1 (8.33%) Problem-Solving
4 1 (8.33%) Re-Platforming
Programming Languages
1 11 (91.67%) Java
2 10 (83.33%) SQL
3 7 (58.33%) JavaScript
3 7 (58.33%) Ruby
4 3 (25.00%) Python
4 3 (25.00%) R
5 1 (8.33%) Bash Shell
5 1 (8.33%) F#
5 1 (8.33%) Java 8
5 1 (8.33%) PL/SQL
5 1 (8.33%) T-SQL
Qualifications
1 2 (16.67%) Degree
System Software
1 1 (8.33%) Docker
Systems Management
1 2 (16.67%) Ambari
2 1 (8.33%) Puppet
Vendors
1 7 (58.33%) Salesforce.com
2 3 (25.00%) Tableau
3 2 (16.67%) Platfora
4 1 (8.33%) Google
4 1 (8.33%) Lotus
4 1 (8.33%) Oracle