The table below looks at the statistics for Scala skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Scala over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Scala
Rank 112 169 198
Rank change year-on-year
+57 +29
Contract jobs citing Scala 455 324 261
As % of all contract IT jobs located in London 2.13% 1.39% 1.12%
As % of the Programming Languages category 4.89% 3.31% 2.68%
Number of daily rates quoted 397 246 220
Median daily rate £525 £573 £525
Median daily rate % change year-on-year
-8.29% +9.04%
90% offered a daily rate of more than £424 £450 £400
10% offered a daily rate of more than £654 £650 £700
UK excluding London median daily rate £475 £450 £425
% change year-on-year
+5.55% +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Scala
England

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in contract jobs advertised in the London region.

Programming Languages Category
London
Contract IT job ads with a match in the
Programming Languages category
9299 9792 9743
As % of all contract IT jobs located in London 43.55% 42.04% 41.78%
Number of daily rates quoted 7090 7169 7107
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 39 83 63
Median hourly rate £40.00 £35.00 £35.00
Median hourly rate % change year-on-year
+14.28% -
90% offered a hourly rate of more than £14.95 £18.00 £17.00
10% offered a hourly rate of more than £113.00 £52.55 £153.00
UK excluding London median hourly rate £37.50 £37.00 £35.75
% change year-on-year
+1.35% +3.49%

Scala
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Scala as a proportion of all IT contracts with a match in the Programming Languages category.

Scala Jobs Demand Trend in London

Scala
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Scala across the London region.

Scala Daily Rate Trend in London

Scala
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Scala across the London region over the 3 months to 26 June 2016.

Scala Daily Rate Histogram in London

Scala
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Scala across the London region.

Scala Hourly Rate Trend in London

Scala
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Scala within the London region over the 3 months to 26 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +12 64 £525 -12.50% 23
Croydon - 11 £435 - 1
Westminster - 11 £425 -
Bromley - 4 £700 - 1
Canary Wharf +4 1 - -
Osterley -5 1 £515 -2.83%
Scala
England

Scala
Top 30 Related IT Skills in London

For the 6 months to 26 June 2016, 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 London region with a requirement for Scala.

1 702 (75.16%) Java
2 596 (63.81%) Agile Software Development
3 429 (45.93%) TDD
4 310 (33.19%) Scrum
5 288 (30.84%) Apache Spark
6 276 (29.55%) Hadoop
7 265 (28.37%) Big Data
8 242 (25.91%) BDD
9 234 (25.05%) Python
10 229 (24.52%) NoSQL
11 218 (23.34%) MongoDB
12 215 (23.02%) JavaScript
13 203 (21.73%) Play Framework
14 200 (21.41%) Akka
15 198 (21.20%) REST
16 191 (20.45%) Apache Cassandra
17 185 (19.81%) Pair Programming
18 174 (18.63%) Continuous Integration
19 169 (18.09%) HTML
20 161 (17.24%) Kanban
21 155 (16.60%) CSS
22 149 (15.95%) Spring
23 146 (15.63%) Ruby
23 146 (15.63%) Linux
24 138 (14.78%) Node.js
25 131 (14.03%) Apache Hive
26 127 (13.60%) Finance
27 123 (13.17%) Web Services
28 120 (12.85%) Amazon AWS
29 119 (12.74%) Docker

Scala
Top Related IT Skills in London 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
1 288 (30.84%) Apache Spark
2 53 (5.67%) Apache
3 51 (5.46%) Apache Pig
4 48 (5.14%) Elasticsearch
5 16 (1.71%) Tomcat
6 13 (1.39%) nginx
7 9 (0.96%) Cloud Foundry
7 9 (0.96%) OpenStack
8 8 (0.86%) Confluence
9 7 (0.75%) Jetty
9 7 (0.75%) SAS
10 5 (0.54%) Alfresco
11 4 (0.43%) Apache Solr
11 4 (0.43%) CMS
11 4 (0.43%) JBoss
11 4 (0.43%) Oracle Coherence
12 3 (0.32%) SharePoint
13 1 (0.11%) Mule
13 1 (0.11%) WebSphere
13 1 (0.11%) WordPress
Applications
1 2 (0.21%) MS Excel
Business Applications
1 1 (0.11%) Magento
Cloud Services
1 120 (12.85%) Amazon AWS
2 51 (5.46%) GitHub
3 21 (2.25%) Microsoft Azure
4 18 (1.93%) Amazon EC2
5 17 (1.82%) SaaS
6 9 (0.96%) AWS CloudFormation
7 8 (0.86%) Amazon S3
7 8 (0.86%) IaaS
8 7 (0.75%) Amazon EMR
8 7 (0.75%) Heroku
9 6 (0.64%) Amazon SQS
9 6 (0.64%) PaaS
10 4 (0.43%) AdWords
10 4 (0.43%) Cloud Computing
11 2 (0.21%) Google Cloud Platform
12 1 (0.11%) Amazon Kinesis
12 1 (0.11%) AWS Data Pipeline
12 1 (0.11%) CloudBees
12 1 (0.11%) CloudFront
Communications & Networking
1 79 (8.46%) HTTP
2 20 (2.14%) Internet
3 7 (0.75%) Network Security
3 7 (0.75%) SSL
4 6 (0.64%) TCP/IP
5 4 (0.43%) AMQP
6 3 (0.32%) LDAP
7 2 (0.21%) Kerberos
8 1 (0.11%) DNS
8 1 (0.11%) FTP
8 1 (0.11%) SNA
8 1 (0.11%) Wireshark
Database & Business Intelligence
1 276 (29.55%) Hadoop
2 265 (28.37%) Big Data
3 229 (24.52%) NoSQL
4 218 (23.34%) MongoDB
5 191 (20.45%) Apache Cassandra
6 131 (14.03%) Apache Hive
7 104 (11.13%) MySQL
8 78 (8.35%) PostgreSQL
9 69 (7.39%) Relational Database
10 66 (7.07%) HBase
11 36 (3.85%) Neo4j
12 26 (2.78%) Amazon DynamoDB
12 26 (2.78%) RDBMS
13 21 (2.25%) SQL Server
14 19 (2.03%) Hazelcast
15 18 (1.93%) Redis
16 17 (1.82%) Impala
16 17 (1.82%) MariaDB
17 13 (1.39%) Data Warehouse
17 13 (1.39%) OrientDB
Development Applications
1 108 (11.56%) Git (software)
2 96 (10.28%) Jenkins
3 87 (9.31%) Cucumber
4 57 (6.10%) Maven
5 48 (5.14%) Gradle
6 45 (4.82%) Hudson
7 39 (4.18%) Subversion
8 30 (3.21%) JUnit
9 20 (2.14%) JIRA
9 20 (2.14%) Selenium
10 18 (1.93%) Vagrant
11 17 (1.82%) WebDriver
12 15 (1.61%) IntelliJ
13 12 (1.28%) Grunt
13 12 (1.28%) Jasmine
14 10 (1.07%) Mockito
14 10 (1.07%) TeamCity
15 9 (0.96%) Ant
15 9 (0.96%) gulp
16 7 (0.75%) Liquibase
General
1 127 (13.60%) Finance
2 105 (11.24%) Banking
3 40 (4.28%) Investment Banking
4 39 (4.18%) Retail
5 21 (2.25%) Front Office
6 15 (1.61%) Financial Institution
7 12 (1.28%) Marketing
8 10 (1.07%) Publishing
9 8 (0.86%) Advertising
10 7 (0.75%) Back Office
11 6 (0.64%) Games
12 4 (0.43%) Telecoms
13 3 (0.32%) Retail Banking
14 1 (0.11%) General Ledger
Job Titles
1 672 (71.95%) Developer
2 370 (39.61%) Scala Developer
3 309 (33.08%) Java Developer
4 137 (14.67%) Java Scala Developer
5 122 (13.06%) Senior Developer
6 100 (10.71%) Agile Developer
7 85 (9.10%) Big Data Developer
8 76 (8.14%) Senior Java Developer
9 73 (7.82%) Agile Java Developer
10 71 (7.60%) Hadoop Developer
11 68 (7.28%) Data Engineer
12 58 (6.21%) Hadoop Engineer
13 51 (5.46%) Architect
14 49 (5.25%) Apache Spark Developer
15 46 (4.93%) Senior Scala Developer
16 37 (3.96%) Big Data Engineer
17 36 (3.85%) Full Stack Developer
18 35 (3.75%) Software Engineer
19 33 (3.53%) AWS Developer
20 30 (3.21%) AWS Engineer
Libraries, Frameworks & Software Standards
1 203 (21.73%) Play Framework
2 200 (21.41%) Akka
3 198 (21.20%) REST
4 169 (18.09%) HTML
5 155 (16.60%) CSS
6 149 (15.95%) Spring
7 138 (14.78%) Node.js
8 123 (13.17%) Web Services
9 116 (12.42%) Kafka
10 103 (11.03%) RESTful
11 94 (10.06%) HTML5
12 88 (9.42%) spray
13 75 (8.03%) AngularJS
14 65 (6.96%) CSS3
15 51 (5.46%) Hibernate
16 50 (5.35%) JSON
17 48 (5.14%) J2EE
18 46 (4.93%) RabbitMQ
19 44 (4.71%) JAX-RS
20 42 (4.50%) Dropwizard
Miscellaneous
1 38 (4.07%) Analytical Skills
2 31 (3.32%) Computer Science
3 27 (2.89%) Algorithms
4 26 (2.78%) Equities
5 23 (2.46%) User Experience
6 19 (2.03%) Statistics
7 18 (1.93%) Derivative
8 16 (1.71%) Data Structures
8 16 (1.71%) Mathematics
8 16 (1.71%) Visualisation
9 11 (1.18%) Fintech
10 10 (1.07%) Foreign Exchange (FX)
10 10 (1.07%) Reference Data
11 9 (0.96%) Digital Media
11 9 (0.96%) Semantic Web
12 8 (0.86%) Mobile App
13 7 (0.75%) Blog
13 7 (0.75%) Data Centre
13 7 (0.75%) Equity Derivative
13 7 (0.75%) Management Information System
Operating Systems
1 146 (15.63%) Linux
2 60 (6.42%) Unix
3 25 (2.68%) Mac OS X
4 13 (1.39%) Android
4 13 (1.39%) Apple iOS
5 12 (1.28%) Windows
6 11 (1.18%) Mac OS
6 11 (1.18%) Red Hat Enterprise Linux
7 5 (0.54%) Ubuntu
8 4 (0.43%) CentOS
9 1 (0.11%) Kali Linux
9 1 (0.11%) Solaris
9 1 (0.11%) Windows 2000
9 1 (0.11%) Windows Mobile
9 1 (0.11%) Windows XP
Processes & Methodologies
1 596 (63.81%) Agile Software Development
2 429 (45.93%) TDD
3 310 (33.19%) Scrum
4 242 (25.91%) BDD
5 185 (19.81%) Pair Programming
6 174 (18.63%) Continuous Integration
7 161 (17.24%) Kanban
8 115 (12.31%) Open Source
9 99 (10.60%) Continuous Delivery
10 98 (10.49%) DevOps
11 94 (10.06%) Software Engineering
12 85 (9.10%) Microservices
13 79 (8.46%) E-Commerce
14 73 (7.82%) High Availability
15 71 (7.60%) OO
16 70 (7.49%) Functional Programming
17 63 (6.75%) Multithreading
18 60 (6.42%) Configuration Management
19 59 (6.32%) Analytics
20 53 (5.67%) Mentoring
Programming Languages
1 702 (75.16%) Java
2 234 (25.05%) Python
3 215 (23.02%) JavaScript
4 146 (15.63%) Ruby
5 115 (12.31%) SQL
6 76 (8.14%) Clojure
7 56 (6.00%) Groovy
8 42 (4.50%) Go
9 36 (3.85%) C#
10 35 (3.75%) R
11 27 (2.89%) PHP
12 23 (2.46%) C++
13 21 (2.25%) Perl
14 20 (2.14%) Jython
15 16 (1.71%) Haskell
16 13 (1.39%) Erlang
17 10 (1.07%) MATLAB
18 8 (0.86%) PL/SQL
18 8 (0.86%) Shell Script
18 8 (0.86%) SPARQL
Qualifications
1 43 (4.60%) Security Cleared
2 37 (3.96%) Degree
3 27 (2.89%) SC Cleared
4 12 (1.28%) PhD
5 3 (0.32%) DV Cleared
6 2 (0.21%) (ISC)2 CCSP
6 2 (0.21%) BC Cleared
6 2 (0.21%) Cisco Certification
7 1 (0.11%) ACCA
7 1 (0.11%) BPSS Clearance
Quality Assurance & Compliance
1 30 (3.21%) QA
2 10 (1.07%) SDET
3 7 (0.75%) Data Quality
4 3 (0.32%) Disclosure Scotland
5 1 (0.11%) MiFID
System Software
1 119 (12.74%) Docker
2 48 (5.14%) HDFS
3 17 (1.82%) Apache Flume
4 7 (0.75%) KVM
4 7 (0.75%) Xen
5 4 (0.43%) etcd
6 3 (0.32%) Apache ZooKeeper
7 2 (0.21%) LXC
8 1 (0.11%) Oracle RAC
8 1 (0.11%) Varnish
8 1 (0.11%) Virtual Machines
8 1 (0.11%) VMware Infrastructure
8 1 (0.11%) VMware Workstation
Systems Management
1 65 (6.96%) Puppet
2 39 (4.18%) Opscode Chef
3 23 (2.46%) Ansible
4 13 (1.39%) Kubernetes
5 10 (1.07%) Graphite
5 10 (1.07%) Mesos
6 9 (0.96%) Hadoop YARN
7 8 (0.86%) StatsD
8 7 (0.75%) Ganglia
8 7 (0.75%) Oozie
9 6 (0.64%) Consul
10 4 (0.43%) Ambari
10 4 (0.43%) Nagios
11 3 (0.32%) Salt
12 2 (0.21%) SELinux
12 2 (0.21%) ZABBIX
13 1 (0.11%) HP Quality Center
13 1 (0.11%) Nmap
13 1 (0.11%) WebInspect
13 1 (0.11%) yum
Vendors
1 38 (4.07%) Cloudera
2 33 (3.53%) Oracle
3 12 (1.28%) Hortonworks
4 10 (1.07%) Google
4 10 (1.07%) MapR
4 10 (1.07%) Red Hat
4 10 (1.07%) VMware
5 8 (0.86%) Tableau
6 7 (0.75%) New Relic
6 7 (0.75%) SaltStack
7 6 (0.64%) Twitter
8 5 (0.54%) Adobe
8 5 (0.54%) Atlassian
8 5 (0.54%) Greenplum
9 4 (0.43%) Informatica
9 4 (0.43%) Talend
9 4 (0.43%) Teradata
10 3 (0.32%) IBM
11 2 (0.21%) Guidewire
11 2 (0.21%) Microsoft
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