Period
to 26 September 2021

The following table provides summary statistics for contract job vacancies advertised in Newport with a requirement for Scala skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Scala over the 6 months to 26 September 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Scala
South Wales > Newport
6 months to
26 Sep 2021
Same period 2020 Same period 2019
Rank 27 27 37
Rank change year-on-year 0 +10 -3
Contract jobs citing Scala 17 5 5
As % of all contract jobs advertised in Newport 5.43% 2.81% 1.70%
As % of the Programming Languages category 13.71% 8.47% 5.05%
Number of daily rates quoted 5 5 4
10th Percentile £144 " "
25th Percentile £148 £140 £313
Median daily rate (50th Percentile) £485 £143 £325
Median % change year-on-year +240.35% -56.15% -38.10%
75th Percentile £545 £425 £378
90th Percentile £563 £433 £451
South Wales median daily rate £485 £159 £325
% change year-on-year +205.51% -51.15% -35.00%
Number of hourly rates quoted 1 0 0
Median hourly rate £24.50 - -
South Wales median hourly rate £24.50 - -

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Newport with a requirement for coding skills.

All Programming Languages
Newport
Contract vacancies with a requirement for coding skills 124 59 99
As % of all contract IT jobs advertised in Newport 39.62% 33.15% 33.67%
Number of daily rates quoted 70 38 75
10th Percentile £150 £166 £300
25th Percentile £421 £413 £341
Median daily rate (50th Percentile) £503 £475 £460
Median % change year-on-year +5.79% +3.26% +15.00%
75th Percentile £535 £534 £529
90th Percentile £579 £575 £560
South Wales median daily rate £475 £450 £413
% change year-on-year +5.56% +9.09% +1.85%
Number of hourly rates quoted 7 6 4
10th Percentile £20.15 £17.38 "
25th Percentile £22.50 £17.75 £19.18
Median hourly rate £24.50 £20.00 £19.53
Median % change year-on-year +22.50% +2.41% +3.14%
75th Percentile £26.25 £21.35 £29.91
90th Percentile £27.29 £22.15 £47.96
South Wales median hourly rate £24.50 £19.50 £38.00
% change year-on-year +25.64% -48.68% +101.38%

Scala
Job Vacancy Trend in Newport

Job postings citing Scala as a proportion of all IT jobs advertised in Newport.

Job vacancy trend for Scala in Newport

Scala
Contractor Daily Rate Trend in Newport

3-month moving average daily rate quoted in jobs citing Scala in Newport.

Daily rate trend for Scala in Newport

Scala
Daily Rate Histogram in Newport

Daily rate distribution for jobs citing Scala in Newport over the 6 months to 26 September 2021.

Daily rate histogram for Scala in Newport

Scala
Contractor Hourly Rate Trend in Newport

3-month moving average hourly rates quoted in jobs citing Scala in Newport.

Hourly rate trend for Scala in Newport

For the 6 months to 26 September 2021, IT contractor 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 contract job ads across the Newport region with a requirement for Scala.

1 14 (82.35%) Python
2 11 (64.71%) Security Cleared
2 11 (64.71%) Apache Spark
3 10 (58.82%) SC Cleared
4 9 (52.94%) SQL
5 8 (47.06%) Data Modelling
5 8 (47.06%) ETL
5 8 (47.06%) Hadoop
5 8 (47.06%) Data Engineering
6 7 (41.18%) ETL Development
6 7 (41.18%) Impala
6 7 (41.18%) Coaching
6 7 (41.18%) Apache Hive
7 6 (35.29%) Big Data
7 6 (35.29%) Cloudera
7 6 (35.29%) Validation
7 6 (35.29%) Software Engineering
7 6 (35.29%) Data Ingestion
7 6 (35.29%) Metadata
7 6 (35.29%) Data Munging
7 6 (35.29%) HDFS
8 5 (29.41%) Relational Database
8 5 (29.41%) Social Skills
8 5 (29.41%) Agile Software Development
8 5 (29.41%) TDD
8 5 (29.41%) Java
8 5 (29.41%) Data Cleansing
9 4 (23.53%) Data Architecture
9 4 (23.53%) GitHub
9 4 (23.53%) Elasticsearch

Scala
Co-occurring IT Skills in Newport 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 (64.71%) Apache Spark
2 4 (23.53%) Elasticsearch
3 3 (17.65%) Apache
3 3 (17.65%) Confluence
4 2 (11.76%) SharePoint
Cloud Services
1 4 (23.53%) GitHub
2 3 (17.65%) Amazon CloudWatch
2 3 (17.65%) Amazon S3
2 3 (17.65%) Amazon SQS
2 3 (17.65%) AWS
2 3 (17.65%) AWS Lambda
2 3 (17.65%) AWS Step Functions
2 3 (17.65%) Serverless
2 3 (17.65%) Virtual Private Cloud
3 1 (5.88%) Cloud Computing
3 1 (5.88%) GCP
Database & Business Intelligence
1 8 (47.06%) Hadoop
2 7 (41.18%) Apache Hive
2 7 (41.18%) Impala
3 6 (35.29%) Big Data
3 6 (35.29%) Metadata
4 5 (29.41%) Relational Database
5 3 (17.65%) Amazon DynamoDB
6 1 (5.88%) SQL Server
6 1 (5.88%) Triplestore
Development Applications
1 3 (17.65%) Gatling
1 3 (17.65%) JIRA
2 2 (11.76%) Artifactory
2 2 (11.76%) Git (software)
2 2 (11.76%) GitLab
2 2 (11.76%) Locust
3 1 (5.88%) Jenkins
3 1 (5.88%) Travis CI
General
1 5 (29.41%) Social Skills
2 2 (11.76%) Analytical Skills
2 2 (11.76%) Public Sector
Job Titles
1 7 (41.18%) Data Engineer
2 6 (35.29%) Software Engineer
3 4 (23.53%) Python Engineer
3 4 (23.53%) Scala Engineer
4 2 (11.76%) Python Software Engineer
4 2 (11.76%) SC Cleared Software Engineer
4 2 (11.76%) Scala Software Engineer
5 1 (5.88%) AWS Engineer
5 1 (5.88%) AWS Software Engineer
5 1 (5.88%) Cloud Engineer
5 1 (5.88%) Cloud Software Engineer
5 1 (5.88%) Data Scientist
5 1 (5.88%) Developer
5 1 (5.88%) Elasticsearch Engineer
5 1 (5.88%) Java Engineer
5 1 (5.88%) Java Scala Software Engineer
5 1 (5.88%) Java Software Engineer
5 1 (5.88%) Scala Developer
5 1 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (23.53%) PySpark
2 3 (17.65%) Play Framework
3 2 (11.76%) Lambda Expressions
3 2 (11.76%) Serverless Framework
3 2 (11.76%) YAML
4 1 (5.88%) .NET
4 1 (5.88%) HTML
4 1 (5.88%) JSON
4 1 (5.88%) JSON-LD
4 1 (5.88%) RESTful
4 1 (5.88%) Swagger
Miscellaneous
1 1 (5.88%) Algorithms
1 1 (5.88%) Data Structures
1 1 (5.88%) Linked Data
1 1 (5.88%) Semantic Web
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 8 (47.06%) Data Engineering
1 8 (47.06%) Data Modelling
1 8 (47.06%) ETL
2 7 (41.18%) Coaching
2 7 (41.18%) ETL Development
3 6 (35.29%) Data Ingestion
3 6 (35.29%) Data Munging
3 6 (35.29%) Software Engineering
3 6 (35.29%) Validation
4 5 (29.41%) Agile Software Development
4 5 (29.41%) Data Cleansing
4 5 (29.41%) TDD
5 4 (23.53%) Data Architecture
6 3 (17.65%) DevOps
6 3 (17.65%) Load Testing
6 3 (17.65%) Problem-Solving
6 3 (17.65%) Test Automation
7 2 (11.76%) Continuous Integration
7 2 (11.76%) Workflow
7 2 (11.76%) Workflow Management
Programming Languages
1 14 (82.35%) Python
2 9 (52.94%) SQL
3 5 (29.41%) Java
4 2 (11.76%) R
5 1 (5.88%) C
5 1 (5.88%) Clojure
5 1 (5.88%) Groovy
5 1 (5.88%) JavaScript
5 1 (5.88%) SPARQL
Qualifications
1 11 (64.71%) Security Cleared
2 10 (58.82%) SC Cleared
3 1 (5.88%) BPSS Clearance
3 1 (5.88%) DBS Check
System Software
1 6 (35.29%) HDFS
2 3 (17.65%) Docker
Systems Management
1 4 (23.53%) Terraform
2 2 (11.76%) Kubernetes
Vendors
1 6 (35.29%) Cloudera
2 1 (5.88%) Google