Scala Contracts in England

Scala
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Scala skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Scala over the 6 months leading up to 10 June 2024, comparing them to the same period in the previous two years.

6 months to
10 Jun 2024
Same period 2023 Same period 2022
Rank 283 271 214
Rank change year-on-year -12 -57 -59
Contract jobs citing Scala 280 466 919
As % of all contract jobs advertised in England 0.75% 0.99% 1.31%
As % of the Programming Languages category 2.47% 2.87% 3.58%
Number of daily rates quoted 199 332 573
10th Percentile £363 £463 £440
25th Percentile £450 £500 £513
Median daily rate (50th Percentile) £550 £575 £613
Median % change year-on-year -4.35% -6.12% +6.52%
75th Percentile £738 £700 £738
90th Percentile £838 £875 £850
UK median daily rate £525 £575 £600
% change year-on-year -8.70% -4.17% +4.35%
Number of hourly rates quoted 2 18 5
10th Percentile £26.18 £19.00 £51.63
25th Percentile £32.86 £30.67 £76.56
Median hourly rate £44.62 £74.00 £78.75
Median % change year-on-year -39.71% -6.03% +235.11%
75th Percentile £57.00 £78.00 £82.50
90th Percentile £64.05 £90.00 £83.55
UK median hourly rate £52.50 £70.00 £78.44
% change year-on-year -25.00% -10.76% +220.15%

All Programming Languages
England

Scala falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills in England.

Contract vacancies with a requirement for coding skills 11,325 16,217 25,636
As % of all contract IT jobs advertised in England 30.22% 34.46% 36.51%
Number of daily rates quoted 8,132 11,874 19,006
10th Percentile £350 £378 £388
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £540 £563 £550
Median % change year-on-year -4.00% +2.27% +10.00%
75th Percentile £650 £688 £675
90th Percentile £775 £800 £775
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 478 401 442
10th Percentile £35.52 £27.10 £19.57
25th Percentile £49.25 £50.00 £35.00
Median hourly rate £62.50 £62.50 £52.25
Median % change year-on-year - +19.62% +21.51%
75th Percentile £70.00 £70.30 £62.50
90th Percentile £77.65 £79.19 £74.30
UK median hourly rate £62.50 £62.50 £51.25
% change year-on-year - +21.95% +16.48%

Scala
Job Vacancy Trend in England

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

Job vacancy trend for Scala in England

Scala
Contractor Daily Rate Trend in England

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

Daily rate trend for Scala in England

Scala
Daily Rate Histogram in England

Daily rate distribution for jobs citing Scala in England over the 6 months to 10 June 2024.

Daily rate histogram for Scala in England

Scala
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Scala in England

Scala
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Scala in England over the 6 months to 10 June 2024.

Hourly rate histogram for Scala in England

Scala
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Scala within the England region over the 6 months to 10 June 2024. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -12 226 £625 +6.84% 50
North of England +29 31 £450 -21.74% 13
Yorkshire +22 18 £425 -24.44% 1
South East +11 16 £500 - 4
North West +1 9 £475 -17.39% 11
North East +14 4 £468 +3.89% 1
Midlands +12 4 £420 -29.41% 2
West Midlands +10 2 £485 -18.49% 1
South West -12 2 £450 -35.37% 3
East Midlands - 2 £360 - 1
East of England +6 1 £375 -21.05% 1
Scala
UK

Scala
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 73 (26.07%) Apache Spark
2 26 (9.29%) Apache
3 20 (7.14%) Apache Airflow
4 3 (1.07%) Jupyter
4 3 (1.07%) nginx
5 1 (0.36%) Apache Pulsar
Applications
1 4 (1.43%) Microsoft Excel
2 2 (0.71%) Microsoft Office
2 2 (0.71%) Microsoft PowerPoint
Business Applications
1 3 (1.07%) ION MarketView
1 3 (1.07%) RMDS
2 2 (0.71%) Dynamics CRM
Cloud Services
1 116 (41.43%) AWS
2 71 (25.36%) GCP
3 54 (19.29%) Azure
4 19 (6.79%) Azure Data Factory
5 18 (6.43%) Azure Synapse Analytics
6 16 (5.71%) Snowflake
7 13 (4.64%) Power Platform
7 13 (4.64%) Serverless
8 12 (4.29%) dbt
9 10 (3.57%) Amazon EMR
10 9 (3.21%) Amazon S3
10 9 (3.21%) Azure Cosmos DB
11 8 (2.86%) Entra ID
12 7 (2.50%) Amazon Kinesis
12 7 (2.50%) AWS Lambda
13 6 (2.14%) Azure Monitor
14 5 (1.79%) CloudBees
14 5 (1.79%) GitHub
14 5 (1.79%) Google Kubernetes Engine
15 4 (1.43%) Amazon CloudWatch
Communications & Networking
1 44 (15.71%) HTTP
2 3 (1.07%) Firewall
3 2 (0.71%) BGP
3 2 (0.71%) DNS
4 1 (0.36%) FTP
Database & Business Intelligence
1 56 (20.00%) Big Data
2 50 (17.86%) Apache Cassandra
3 31 (11.07%) Data Warehouse
3 31 (11.07%) NoSQL
4 25 (8.93%) Hadoop
5 21 (7.50%) Data Lake
6 19 (6.79%) Apache Hive
6 19 (6.79%) MongoDB
7 16 (5.71%) Amazon Redshift
8 13 (4.64%) Power BI
9 12 (4.29%) Azure SQL Database
9 12 (4.29%) Impala
10 10 (3.57%) Amazon Athena
10 10 (3.57%) Tableau
11 9 (3.21%) HBase
11 9 (3.21%) Relational Database
12 8 (2.86%) BigQuery
12 8 (2.86%) PostgreSQL
12 8 (2.86%) Spark SQL
13 7 (2.50%) Parquet
Development Applications
1 31 (11.07%) Git
2 27 (9.64%) Jenkins
3 12 (4.29%) JIRA
3 12 (4.29%) Maven
4 9 (3.21%) Gatling
4 9 (3.21%) ScalaTest
5 8 (2.86%) Subversion
6 7 (2.50%) TeamCity
7 6 (2.14%) Mockito
7 6 (2.14%) Selenium
8 5 (1.79%) JUnit
8 5 (1.79%) MLflow
9 4 (1.43%) Cucumber
9 4 (1.43%) GitLab
9 4 (1.43%) JMeter
9 4 (1.43%) WebDriver
10 3 (1.07%) Deequ
10 3 (1.07%) Gradle
11 2 (0.71%) Android Studio
11 2 (0.71%) Visual Studio Code
General
1 70 (25.00%) Finance
2 52 (18.57%) Social Skills
3 47 (16.79%) Analytical Skills
4 42 (15.00%) Banking
5 21 (7.50%) Investment Banking
6 13 (4.64%) Front Office
7 12 (4.29%) Public Sector
8 5 (1.79%) Retail
9 3 (1.07%) Czech Language
9 3 (1.07%) Marketing
10 2 (0.71%) Corporate Banking
10 2 (0.71%) Financial Institution
10 2 (0.71%) Manufacturing
11 1 (0.36%) Back Office
11 1 (0.36%) Documentation Skills
11 1 (0.36%) Inclusion and Diversity
11 1 (0.36%) Multimedia
11 1 (0.36%) Police
11 1 (0.36%) Publishing
11 1 (0.36%) Telecoms
Job Titles
1 143 (51.07%) Developer
2 101 (36.07%) Scala Developer
3 56 (20.00%) Data Engineer
4 47 (16.79%) Senior
5 24 (8.57%) Java Developer
5 24 (8.57%) Senior Developer
6 22 (7.86%) Architect
7 21 (7.50%) Lead
8 16 (5.71%) Scala Engineer
9 12 (4.29%) Lead Data Engineer
9 12 (4.29%) Software Engineer
10 11 (3.93%) Azure Data Engineer
10 11 (3.93%) Azure Engineer
10 11 (3.93%) Senior Data Engineer
10 11 (3.93%) Senior Scala Developer
11 9 (3.21%) Apache Spark Developer
11 9 (3.21%) Python Developer
11 9 (3.21%) Senior Java Developer
11 9 (3.21%) Solutions Architect
12 7 (2.50%) AWS Solution Architect
Libraries, Frameworks & Software Standards
1 102 (36.43%) Kafka
2 54 (19.29%) Akka
3 47 (16.79%) RESTful
4 35 (12.50%) PySpark
5 22 (7.86%) Web Services
6 16 (5.71%) Spring
7 11 (3.93%) SAML
8 10 (3.57%) React
8 10 (3.57%) Spark Streaming
9 9 (3.21%) Spring Boot
10 8 (2.86%) NumPy
10 8 (2.86%) Pandas
11 6 (2.14%) Apache Avro
11 6 (2.14%) gRPC
11 6 (2.14%) Protocol Buffers
11 6 (2.14%) SciPy
12 5 (1.79%) HTML
12 5 (1.79%) JPA
12 5 (1.79%) Play Framework
12 5 (1.79%) Spring MVC
Miscellaneous
1 24 (8.57%) Hedge funds
2 17 (6.07%) Algorithms
3 14 (5.00%) Derivative
4 12 (4.29%) Distributed Systems
5 11 (3.93%) Onboarding
6 9 (3.21%) Data Protection Act
6 9 (3.21%) Equities
6 9 (3.21%) Fixed Income
7 7 (2.50%) Data Structures
8 6 (2.14%) Foreign Exchange (FX)
8 6 (2.14%) Greenfield Project
9 5 (1.79%) Cloud Native
9 5 (1.79%) Management Information System
10 4 (1.43%) Distributed Applications
10 4 (1.43%) Market Risk
11 3 (1.07%) Reference Data
12 2 (0.71%) Enterprise Software
12 2 (0.71%) Marketing Technology
12 2 (0.71%) Public Cloud
12 2 (0.71%) Replication
Operating Systems
1 21 (7.50%) Unix
2 20 (7.14%) Linux
3 4 (1.43%) Mac OS X
4 3 (1.07%) Android
5 1 (0.36%) CentOS
5 1 (0.36%) VMS
Processes & Methodologies
1 119 (42.50%) Agile
2 67 (23.93%) Microservices
3 66 (23.57%) TDD
4 59 (21.07%) DevOps
5 51 (18.21%) ETL
6 50 (17.86%) Data Pipeline
7 46 (16.43%) Analytics
7 46 (16.43%) Problem-Solving
8 45 (16.07%) Machine Learning
9 43 (15.36%) Pair Programming
10 42 (15.00%) Data Modelling
11 40 (14.29%) CI/CD
12 39 (13.93%) Continuous Integration
12 39 (13.93%) Software Engineering
13 37 (13.21%) Data Engineering
14 34 (12.14%) GitOps
15 29 (10.36%) Clean Code
16 28 (10.00%) Design Patterns
16 28 (10.00%) Personalization
17 27 (9.64%) BDD
Programming Languages
1 114 (40.71%) Java
2 110 (39.29%) Python
3 68 (24.29%) SQL
4 17 (6.07%) JavaScript
5 14 (5.00%) Go
6 12 (4.29%) Groovy
7 11 (3.93%) Ruby
7 11 (3.93%) Shell Script
8 10 (3.57%) C++
9 8 (2.86%) Kotlin
10 7 (2.50%) TypeScript
11 6 (2.14%) C#
11 6 (2.14%) Perl
12 5 (1.79%) R
12 5 (1.79%) T-SQL
13 4 (1.43%) Bash
13 4 (1.43%) PowerShell
14 3 (1.07%) C
14 3 (1.07%) Haskell
15 2 (0.71%) Gremlin
Qualifications
1 22 (7.86%) Degree
2 17 (6.07%) Computer Science Degree
3 11 (3.93%) Security Cleared
4 10 (3.57%) SC Cleared
5 7 (2.50%) Master's Degree
6 5 (1.79%) Azure Certification
7 4 (1.43%) Numerate Degree
8 3 (1.07%) Microsoft Certification
9 2 (0.71%) IBM Certification
9 2 (0.71%) ISTQB
9 2 (0.71%) PhD
10 1 (0.36%) AWS Certification
10 1 (0.36%) BPSS Clearance
Quality Assurance & Compliance
1 31 (11.07%) Data Quality
2 2 (0.71%) MiFID
2 2 (0.71%) QA
3 1 (0.36%) Accessibility
3 1 (0.36%) California Consumer Privacy Act
3 1 (0.36%) GDPR
System Software
1 33 (11.79%) Docker
2 8 (2.86%) HDFS
3 4 (1.43%) Virtual Machines
4 3 (1.07%) Apache ZooKeeper
5 2 (0.71%) PowerDNS
6 1 (0.36%) Apache Flume
Systems Management
1 77 (27.50%) Kubernetes
2 19 (6.79%) Terraform
3 15 (5.36%) Prometheus
4 14 (5.00%) Grafana
5 5 (1.79%) Ansible
5 5 (1.79%) Hadoop YARN
6 2 (0.71%) Control-M
6 2 (0.71%) Ganglia
7 1 (0.36%) Argo
7 1 (0.36%) Puppet
7 1 (0.36%) systemd
Vendors
1 38 (13.57%) Databricks
2 23 (8.21%) Typelevel
3 13 (4.64%) Informatica
4 12 (4.29%) Microsoft
5 9 (3.21%) Talend
6 8 (2.86%) Google
7 7 (2.50%) ION Trading
7 7 (2.50%) Virgin Media
8 5 (1.79%) Cloudera
9 4 (1.43%) Ab Initio
9 4 (1.43%) Dynatrace
9 4 (1.43%) Oracle
10 3 (1.07%) IBM
10 3 (1.07%) Solace
11 2 (0.71%) Bloomberg
11 2 (0.71%) F5
11 2 (0.71%) Genesys
11 2 (0.71%) Guidewire
11 2 (0.71%) New Relic
12 1 (0.36%) Salesforce