Period
to 13 December 2018

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf 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 13 December 2018 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
Tower Hamlets > Canary Wharf
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 30 35 30
Rank change year-on-year +5 -5 +3
Contract jobs citing Scala 39 14 12
As % of all contract IT jobs advertised in Canary Wharf 10.46% 4.75% 3.87%
As % of the Programming Languages category 13.83% 8.86% 8.39%
Number of daily rates quoted 25 6 9
Canary Wharf median daily rate £600 £613 £590
Median daily rate % change year-on-year -2.04% +3.81% -1.67%
Tower Hamlets median daily rate £600 £613 £590
% change year-on-year -2.04% +3.81% -1.67%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

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 Canary Wharf with a requirement for coding skills.

All Programming Languages
Canary Wharf
Contract vacancies with a requirement for coding skills 282 158 143
As % of all contract IT jobs advertised in Canary Wharf 75.60% 53.56% 46.13%
Number of daily rates quoted 247 128 107
Canary Wharf median daily rate £550 £550 £450
Median daily rate % change year-on-year - +22.22% -10.00%
10th Percentile £413 £406 £313
90th Percentile £650 £658 £625
Tower Hamlets median daily rate £550 £550 £450
% change year-on-year - +22.22% -10.00%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Scala
Job Vacancy Trend in Canary Wharf

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

Job vacancy trend for Scala in Canary Wharf

Scala
Contractor Daily Rate Trend in Canary Wharf

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Scala in Canary Wharf.

Contractor daily rate trend for Scala in Canary Wharf

For the 6 months to 13 December 2018, 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 Canary Wharf region with a requirement for Scala.

1 33 (84.62%) Git (software)
1 33 (84.62%) NoSQL
2 31 (79.49%) Amazon AWS
2 31 (79.49%) Java
2 31 (79.49%) Agile Software Development
3 27 (69.23%) Apache Cassandra
3 27 (69.23%) Play Framework
4 26 (66.67%) Docker
5 25 (64.10%) Microservices
5 25 (64.10%) Spring
6 24 (61.54%) Hibernate
6 24 (61.54%) MVC
6 24 (61.54%) Maven
6 24 (61.54%) TDD
6 24 (61.54%) Spring MVC
6 24 (61.54%) JMS
6 24 (61.54%) Web Services
6 24 (61.54%) MQSeries
6 24 (61.54%) Spring Boot
6 24 (61.54%) Jenkins
6 24 (61.54%) MongoDB
6 24 (61.54%) BDD
6 24 (61.54%) RESTful
6 24 (61.54%) REST
6 24 (61.54%) Couchbase
6 24 (61.54%) Java 9
6 24 (61.54%) Greenfield Project
6 24 (61.54%) Java 8
7 12 (30.77%) Finance
8 11 (28.21%) Python

Scala
Co-occurring IT Skills in Canary Wharf 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 24 (61.54%) MQSeries
2 11 (28.21%) Apache Spark
3 5 (12.82%) Apache Solr
3 5 (12.82%) Elasticsearch
4 3 (7.69%) Confluence
5 2 (5.13%) SAS
5 2 (5.13%) SharePoint
Cloud Services
1 31 (79.49%) Amazon AWS
2 6 (15.38%) Microsoft Azure
3 3 (7.69%) Amazon S3
4 1 (2.56%) Cloud Computing
Communications & Networking
1 3 (7.69%) Kerberos
1 3 (7.69%) SSL
1 3 (7.69%) VPN
Database & Business Intelligence
1 33 (84.62%) NoSQL
2 27 (69.23%) Apache Cassandra
3 24 (61.54%) Couchbase
3 24 (61.54%) MongoDB
4 9 (23.08%) Big Data
4 9 (23.08%) Hadoop
4 9 (23.08%) Relational Database
5 7 (17.95%) Power BI
6 6 (15.38%) RDBMS
7 4 (10.26%) Spotfire
7 4 (10.26%) SQL Server
8 3 (7.69%) Amazon Redshift
8 3 (7.69%) Apache Hive
8 3 (7.69%) Data Lake
8 3 (7.69%) Data Mining
8 3 (7.69%) Data Warehouse
8 3 (7.69%) HBase
8 3 (7.69%) Parquet
Development Applications
1 33 (84.62%) Git (software)
2 24 (61.54%) Jenkins
2 24 (61.54%) Maven
3 6 (15.38%) Visual Studio Team System
4 3 (7.69%) FishEye
4 3 (7.69%) JIRA
General
1 12 (30.77%) Finance
2 3 (7.69%) Games
3 1 (2.56%) Front Office
Job Titles
1 31 (79.49%) Developer
2 25 (64.10%) Java Developer
3 24 (61.54%) AWS Developer
3 24 (61.54%) Java Team Leader
3 24 (61.54%) Lead Developer
3 24 (61.54%) Lead Java Developer
3 24 (61.54%) Team Leader
4 4 (10.26%) Big Data Engineer
4 4 (10.26%) Data Engineer
5 3 (7.69%) Big Data Developer
6 2 (5.13%) Analytics Consultant
6 2 (5.13%) Big Data Consultant
6 2 (5.13%) Consultant
6 2 (5.13%) Data Consultant
6 2 (5.13%) Data Scientist
7 1 (2.56%) C# Developer
7 1 (2.56%) C# WPF Developer
7 1 (2.56%) C++ Developer
7 1 (2.56%) Junior Data Scientist
7 1 (2.56%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 27 (69.23%) Play Framework
2 25 (64.10%) Spring
3 24 (61.54%) Hibernate
3 24 (61.54%) JMS
3 24 (61.54%) REST
3 24 (61.54%) RESTful
3 24 (61.54%) Spring Boot
3 24 (61.54%) Spring MVC
3 24 (61.54%) Web Services
4 6 (15.38%) OpenCV
5 5 (12.82%) Kafka
6 4 (10.26%) TensorFlow
6 4 (10.26%) Unity (Game Engine)
7 3 (7.69%) HTML
7 3 (7.69%) HTML5
7 3 (7.69%) Natural Language Processing
7 3 (7.69%) React
7 3 (7.69%) XML
8 2 (5.13%) Keras
8 2 (5.13%) Spark Streaming
Miscellaneous
1 24 (61.54%) Greenfield Project
2 11 (28.21%) Algorithms
3 4 (10.26%) Analytical Skills
3 4 (10.26%) HoloLens
4 3 (7.69%) Fintech
5 2 (5.13%) Derivative
5 2 (5.13%) Fixed Income
5 2 (5.13%) Self-Motivation
6 1 (2.56%) Data Structures
6 1 (2.56%) Equity Derivative
6 1 (2.56%) Foreign Exchange (FX)
6 1 (2.56%) Market Risk
Operating Systems
1 3 (7.69%) Unix
2 1 (2.56%) Linux
Processes & Methodologies
1 31 (79.49%) Agile Software Development
2 25 (64.10%) Microservices
3 24 (61.54%) BDD
3 24 (61.54%) MVC
3 24 (61.54%) TDD
4 11 (28.21%) Data Science
5 9 (23.08%) Analytics
6 8 (20.51%) Deep Learning
6 8 (20.51%) Problem-Solving
7 7 (17.95%) Visualisation
8 6 (15.38%) Convolutional Neural Network
8 6 (15.38%) Open Source
9 5 (12.82%) DevOps
9 5 (12.82%) ETL
9 5 (12.82%) Machine Learning
9 5 (12.82%) Mathematics
9 5 (12.82%) Technical Architecture
10 4 (10.26%) Low Latency
10 4 (10.26%) Performance Tuning
11 3 (7.69%) Statistical Modelling
Programming Languages
1 31 (79.49%) Java
2 24 (61.54%) Java 8
2 24 (61.54%) Java 9
3 11 (28.21%) Python
4 9 (23.08%) SQL
5 6 (15.38%) MATLAB
6 5 (12.82%) R
7 4 (10.26%) Perl
8 3 (7.69%) Bash Shell
8 3 (7.69%) C#
8 3 (7.69%) JavaScript
9 1 (2.56%) C++
Qualifications
1 2 (5.13%) Degree
1 2 (5.13%) Master's Degree
1 2 (5.13%) PhD
System Software
1 26 (66.67%) Docker
2 5 (12.82%) HDFS
Systems Management
1 3 (7.69%) Ansible
1 3 (7.69%) Hadoop YARN
2 2 (5.13%) Kubernetes
Vendors
1 6 (15.38%) Databricks
2 4 (10.26%) Alteryx
3 3 (7.69%) Atlassian
3 3 (7.69%) Hortonworks
3 3 (7.69%) Tableau
4 2 (5.13%) Google
4 2 (5.13%) Microsoft
4 2 (5.13%) Oracle
5 1 (2.56%) Infragistics