Period
to 19 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 19 April 2019 with a comparison to the same period in the previous 2 years.

Scala
South East > Oxfordshire
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 129 133 129
Rank change year-on-year +4 -4 +22
Permanent jobs citing Scala 10 49 41
As % of all permanent IT jobs advertised in Oxfordshire 0.46% 1.56% 1.52%
As % of the Programming Languages category 0.85% 2.29% 2.61%
Number of salaries quoted 6 48 42
Oxfordshire median annual salary £67,500 £45,000 £55,000
Median salary % change year-on-year +50.00% -18.18% -4.35%
10th Percentile £40,000 £38,375 £39,000
90th Percentile £95,000 £83,650 £107,400
South East median annual salary £52,500 £62,500 £55,000
% change year-on-year -16.00% +13.64% +10.00%

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 Oxfordshire with a requirement for coding skills.

All Programming Languages
Oxfordshire
Permanent vacancies with a requirement for coding skills 1,170 2,140 1,569
As % of all permanent IT jobs advertised in Oxfordshire 54.24% 68.02% 58.20%
Number of salaries quoted 1,042 1,860 1,396
Oxfordshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,750 £30,000 £27,875
90th Percentile £72,500 £72,050 £65,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Scala
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Scala in Oxfordshire

Scala
Salary Trend in Oxfordshire

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

Salary trend for Scala in Oxfordshire

Scala
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Scala in Oxfordshire over the 6 months to 19 April 2019.

Salary histogram for Scala in Oxfordshire

Scala
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Oxfordshire region over the 6 months to 19 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
Oxford -13 9 £67,500 +50.00% 1
Scala
South East

For the 6 months to 19 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 Oxfordshire region with a requirement for Scala.

1 10 (100.00%) Java
2 9 (90.00%) Python
3 7 (70.00%) Big Data
4 6 (60.00%) Artificial Intelligence
5 5 (50.00%) PhD
5 5 (50.00%) Deep Learning
5 5 (50.00%) Apache Spark
5 5 (50.00%) Machine Learning
6 4 (40.00%) Recommender Systems
6 4 (40.00%) Hadoop
7 3 (30.00%) Natural Language Processing
7 3 (30.00%) Data Engineering
7 3 (30.00%) Information Retrieval
7 3 (30.00%) Data Warehouse
7 3 (30.00%) NHS
7 3 (30.00%) Data Architecture
7 3 (30.00%) Greenfield Project
8 2 (20.00%) Data Science
8 2 (20.00%) Computer Science
8 2 (20.00%) Pharmaceutical
8 2 (20.00%) C++
8 2 (20.00%) Apache
8 2 (20.00%) Data Mining
8 2 (20.00%) SQL
8 2 (20.00%) Algorithms
8 2 (20.00%) Analytics
8 2 (20.00%) Data Analytics
9 1 (10.00%) Kafka
9 1 (10.00%) Akka
9 1 (10.00%) OpenNLP

Scala
Co-occurring IT Skills in Oxfordshire 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 5 (50.00%) Apache Spark
2 2 (20.00%) Apache
3 1 (10.00%) Apache Solr
3 1 (10.00%) Elasticsearch
Applications
1 1 (10.00%) Weka
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 7 (70.00%) Big Data
2 4 (40.00%) Hadoop
3 3 (30.00%) Data Warehouse
4 2 (20.00%) Data Mining
5 1 (10.00%) Apache Hive
5 1 (10.00%) Flink
5 1 (10.00%) Text Mining
Development Applications
1 1 (10.00%) Gradle
1 1 (10.00%) JUnit
1 1 (10.00%) Maven
General
1 2 (20.00%) Pharmaceutical
Job Titles
1 4 (40.00%) Data Engineer
1 4 (40.00%) Machine Learning Engineer
2 2 (20.00%) Developer
2 2 (20.00%) Python Engineer
3 1 (10.00%) Data Scientist
3 1 (10.00%) Java Developer
3 1 (10.00%) Java Engineer
3 1 (10.00%) Python Developer
3 1 (10.00%) Senior Developer
3 1 (10.00%) Senior Java Developer
3 1 (10.00%) Software Developer
3 1 (10.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (30.00%) Natural Language Processing
2 1 (10.00%) Akka
2 1 (10.00%) Cascading
2 1 (10.00%) Kafka
2 1 (10.00%) Keras
2 1 (10.00%) OpenNLP
2 1 (10.00%) Play Framework
2 1 (10.00%) scikit-learn
2 1 (10.00%) Spring
2 1 (10.00%) Spring Boot
2 1 (10.00%) TensorFlow
2 1 (10.00%) Thymeleaf
Miscellaneous
1 3 (30.00%) Greenfield Project
1 3 (30.00%) NHS
2 2 (20.00%) Algorithms
3 1 (10.00%) Analytical Skills
3 1 (10.00%) Life Science
Processes & Methodologies
1 6 (60.00%) Artificial Intelligence
2 5 (50.00%) Deep Learning
2 5 (50.00%) Machine Learning
3 4 (40.00%) Recommender Systems
4 3 (30.00%) Data Architecture
4 3 (30.00%) Data Engineering
4 3 (30.00%) Information Retrieval
5 2 (20.00%) Analytics
5 2 (20.00%) Computer Science
5 2 (20.00%) Data Analytics
5 2 (20.00%) Data Science
6 1 (10.00%) A/B Testing
6 1 (10.00%) Actionable Insight
6 1 (10.00%) Coaching
6 1 (10.00%) Collaborative Filtering
6 1 (10.00%) Data Cleansing
6 1 (10.00%) Data Munging
6 1 (10.00%) Decision-Making
6 1 (10.00%) Kalman Filter
6 1 (10.00%) Visualisation
Programming Languages
1 10 (100.00%) Java
2 9 (90.00%) Python
3 2 (20.00%) C++
3 2 (20.00%) SQL
4 1 (10.00%) JavaScript
4 1 (10.00%) R
Qualifications
1 5 (50.00%) PhD
Vendors
1 1 (10.00%) Google
1 1 (10.00%) RapidMiner