Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 33 32 36
Rank change year-on-year -1 +4 -6
Contract jobs citing Scala 13 9 12
As % of all contract IT jobs advertised in Canary Wharf 4.56% 2.88% 3.23%
As % of the Programming Languages category 8.61% 6.25% 7.36%
Number of daily rates quoted 5 7 4
Canary Wharf median daily rate £650 £590 £563
Median daily rate % change year-on-year +10.17% +4.89% -2.17%
10th Percentile £605 £543 £504
90th Percentile £710 £650 £635
Tower Hamlets median daily rate £650 £590 £600
% change year-on-year +10.17% -1.67% +4.35%
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 151 144 163
As % of all contract IT jobs advertised in Canary Wharf 52.98% 46.15% 43.82%
Number of daily rates quoted 121 108 105
Canary Wharf median daily rate £570 £450 £500
Median daily rate % change year-on-year +26.67% -10.00% +11.11%
10th Percentile £390 £313 £358
90th Percentile £700 £625 £600
Tower Hamlets median daily rate £566 £450 £500
% change year-on-year +25.83% -10.00% +11.11%
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

Scala
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing Scala in Canary Wharf over the 6 months to 23 November 2017.

Contractor daily rate histogram for Scala in Canary Wharf

For the 6 months to 23 November 2017, IT contractor jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Canary Wharf region with a requirement for Scala.

1 12 (92.31%) Java
2 10 (76.92%) Linux
2 10 (76.92%) Continuous Integration
3 9 (69.23%) C#
3 9 (69.23%) Unix
3 9 (69.23%) Python
3 9 (69.23%) Apache Cassandra
4 8 (61.54%) NoSQL
4 8 (61.54%) R
4 8 (61.54%) Data Visualisation
4 8 (61.54%) Natural Language Processing
4 8 (61.54%) MapReduce
4 8 (61.54%) Riak
4 8 (61.54%) Machine Learning
4 8 (61.54%) Big Data
4 8 (61.54%) Statistical Modelling
4 8 (61.54%) Kafka
4 8 (61.54%) Apache Hive
4 8 (61.54%) MongoDB
4 8 (61.54%) MarkLogic
4 8 (61.54%) Apache Pig
4 8 (61.54%) Relational Database
4 8 (61.54%) Impala
4 8 (61.54%) Information Retrieval
4 8 (61.54%) Analytical Skills
4 8 (61.54%) Apache Spark
4 8 (61.54%) Hadoop YARN
4 8 (61.54%) Play Framework
4 8 (61.54%) Algorithms
4 8 (61.54%) Fintech

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 8 (61.54%) Apache Pig
1 8 (61.54%) Apache Solr
1 8 (61.54%) Apache Spark
2 1 (7.69%) DataSynapse
2 1 (7.69%) Oracle Coherence
Cloud Services
1 8 (61.54%) Amazon AWS
1 8 (61.54%) Amazon EC2
1 8 (61.54%) Microsoft Azure
Communications & Networking
1 1 (7.69%) FIX Connectivity
Database & Business Intelligence
1 9 (69.23%) Apache Cassandra
2 8 (61.54%) Apache Hive
2 8 (61.54%) Big Data
2 8 (61.54%) Blockchain
2 8 (61.54%) Data Mining
2 8 (61.54%) Data Warehouse
2 8 (61.54%) Hadoop
2 8 (61.54%) Impala
2 8 (61.54%) MarkLogic
2 8 (61.54%) MongoDB
2 8 (61.54%) NoSQL
2 8 (61.54%) Relational Database
2 8 (61.54%) Riak
3 1 (7.69%) Hazelcast
3 1 (7.69%) Infinispan
Development Applications
1 2 (15.38%) Git (software)
1 2 (15.38%) Gradle
2 1 (7.69%) Ant
2 1 (7.69%) IntelliJ
2 1 (7.69%) Jenkins
2 1 (7.69%) JUnit
2 1 (7.69%) NuGet
2 1 (7.69%) Visual Studio
General
1 8 (61.54%) Finance
1 8 (61.54%) Games
2 4 (30.77%) Banking
2 4 (30.77%) Investment Banking
3 2 (15.38%) Front Office
Job Titles
1 13 (100.00%) Developer
2 8 (61.54%) Big Data Developer
3 3 (23.08%) Scala Developer
4 2 (15.38%) Investment Banking Java Developer
4 2 (15.38%) Java Developer
5 1 (7.69%) C# Developer
5 1 (7.69%) C# Developer - Investment Banking
5 1 (7.69%) C++ Developer
5 1 (7.69%) C++/Java Developer
5 1 (7.69%) Investment Banking C++ Developer
5 1 (7.69%) Java Scala Developer
5 1 (7.69%) Linux Developer
Libraries, Frameworks & Software Standards
1 8 (61.54%) Hibernate
1 8 (61.54%) JMS
1 8 (61.54%) Kafka
1 8 (61.54%) Lucene
1 8 (61.54%) Natural Language Processing
1 8 (61.54%) Play Framework
1 8 (61.54%) Spring
2 2 (15.38%) Middleware
3 1 (7.69%) .NET
3 1 (7.69%) Akka
3 1 (7.69%) AngularJS
3 1 (7.69%) FIX Protocol
3 1 (7.69%) LINQ
3 1 (7.69%) Unity DI Container
3 1 (7.69%) WPF
Miscellaneous
1 8 (61.54%) Algorithms
1 8 (61.54%) Analytical Skills
1 8 (61.54%) Fintech
1 8 (61.54%) Replication
2 4 (30.77%) Derivative
3 3 (23.08%) Fixed Income
4 2 (15.38%) Foreign Exchange (FX)
4 2 (15.38%) Grid Computing
5 1 (7.69%) Data Structures
5 1 (7.69%) Equity Derivative
5 1 (7.69%) Market Risk
5 1 (7.69%) N-Tier
5 1 (7.69%) Virtual Team
Operating Systems
1 10 (76.92%) Linux
2 9 (69.23%) Unix
3 8 (61.54%) CentOS
3 8 (61.54%) Red Hat Enterprise Linux
4 1 (7.69%) Windows
Processes & Methodologies
1 10 (76.92%) Continuous Integration
2 8 (61.54%) Data Analysis
2 8 (61.54%) Data Visualisation
2 8 (61.54%) Disruptive Innovation
2 8 (61.54%) ETL
2 8 (61.54%) Information Retrieval
2 8 (61.54%) Machine Learning
2 8 (61.54%) MapReduce
2 8 (61.54%) Mathematical Modelling
2 8 (61.54%) Mathematics
2 8 (61.54%) Open Source
2 8 (61.54%) Scrum
2 8 (61.54%) Software Engineering
2 8 (61.54%) Statistical Modelling
2 8 (61.54%) Visualisation
3 2 (15.38%) Functional Programming
3 2 (15.38%) Multithreading
3 2 (15.38%) Risk Management
3 2 (15.38%) Unit Testing
4 1 (7.69%) Release Management
Programming Languages
1 12 (92.31%) Java
2 9 (69.23%) C#
2 9 (69.23%) Python
3 8 (61.54%) Bash Shell
3 8 (61.54%) JavaScript
3 8 (61.54%) Perl
3 8 (61.54%) R
3 8 (61.54%) SQL
4 1 (7.69%) C++
Quality Assurance & Compliance
1 1 (7.69%) QA
System Software
1 1 (7.69%) Platform Symphony
Systems Management
1 8 (61.54%) Hadoop YARN
Vendors
1 1 (7.69%) Perforce