The table below looks at the statistics for Akka skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Akka over the 3 months to 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
Akka
Rank 455 542 579
Rank change year-on-year
+87 +37
Contract jobs citing Akka 182 87 28
As % of all contract IT jobs located in England 0.36% 0.16% 0.055%
As % of the Libraries, Frameworks & Software Standards category 1.20% 0.58% 0.20%
Number of daily rates quoted 143 69 24
Median daily rate £500 £538 £425
Median daily rate % change year-on-year
-6.97% +26.47%
90% offered a daily rate of more than £425 £448 £300
10% offered a daily rate of more than £650 £680 £650
UK excluding London median daily rate £475 £400 £525
% change year-on-year
+18.75% -23.80%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Akka
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
15185 15118 14251
As % of all contract IT jobs located in England 30.16% 28.53% 27.99%
Number of daily rates quoted 10614 10371 9209
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £303 £290 £273
10% offered a daily rate of more than £550 £550 £538
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 190 263 199
Median hourly rate £40.00 £39.55 £35.00
Median hourly rate % change year-on-year
+1.13% +13.00%
90% offered a hourly rate of more than £21.20 £17.50 £17.50
10% offered a hourly rate of more than £51.00 £50.00 £49.00
UK excluding London median hourly rate £40.00 £39.38 £35.00
% change year-on-year
+1.58% +12.50%

Akka
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Akka as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Akka Jobs Demand Trend in England

Akka
Daily Rate Trend in England

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

Akka Daily Rate Trend in England

Akka
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Akka across the England region over the 3 months to 25 August 2016.

Akka Daily Rate Histogram in England

Akka
Hourly Rate Trend in England

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

Akka Hourly Rate Trend in England

Akka
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 Akka within the England region over the 3 months to 25 August 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
London +58 139 £515 -6.36% 39
South East - 13 £475 - 2
Yorkshire - 12 £450 - 1
South West +20 10 £350 +17.64%
West Midlands - 7 £475 -
North West +14 5 £475 +7.95%
East Midlands -18 1 - -
Akka
UK

Akka
Top 30 Related IT Skills in England

For the 6 months to 25 August 2016, IT contractor jobs citing Akka 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 England region with a requirement for Akka.

1 303 (91.54%) Scala
2 244 (73.72%) Java
3 218 (65.86%) Agile Software Development
4 195 (58.91%) Play Framework
5 161 (48.64%) TDD
6 109 (32.93%) BDD
7 105 (31.72%) REST
8 96 (29.00%) Spring
9 91 (27.49%) Apache Spark
10 87 (26.28%) Scrum
11 82 (24.77%) MongoDB
12 80 (24.17%) Apache Cassandra
12 80 (24.17%) NoSQL
13 77 (23.26%) Pair Programming
13 77 (23.26%) spray
14 74 (22.36%) Docker
15 70 (21.15%) Jenkins
16 63 (19.03%) Git (software)
17 60 (18.13%) Continuous Integration
18 59 (17.82%) Linux
19 54 (16.31%) Hadoop
19 54 (16.31%) Kafka
20 52 (15.71%) Big Data
20 52 (15.71%) Open Source
21 50 (15.11%) Cucumber
22 47 (14.20%) HTTP
23 46 (13.90%) SQL
23 46 (13.90%) Microservices
24 45 (13.60%) Elasticsearch
24 45 (13.60%) JavaScript

Akka
Top Related IT Skills in England 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 91 (27.49%) Apache Spark
2 45 (13.60%) Elasticsearch
3 38 (11.48%) Apache
4 5 (1.51%) Tomcat
5 4 (1.21%) JBoss
6 3 (0.91%) OpenStack
7 2 (0.60%) Apache Pig
8 1 (0.30%) GlassFish
8 1 (0.30%) Jetty
8 1 (0.30%) Liferay
8 1 (0.30%) nginx
8 1 (0.30%) Oracle Coherence
8 1 (0.30%) WebSphere
Applications
1 1 (0.30%) MS Excel
Business Applications
1 7 (2.11%) SAP Oil and Gas
Cloud Services
1 37 (11.18%) Amazon AWS
2 19 (5.74%) GitHub
3 6 (1.81%) SaaS
4 5 (1.51%) Amazon SQS
5 4 (1.21%) AdWords
6 3 (0.91%) Amazon EMR
6 3 (0.91%) Cloud Computing
7 2 (0.60%) Amazon EC2
7 2 (0.60%) Amazon S3
8 1 (0.30%) Amazon Kinesis
8 1 (0.30%) AWS CloudFormation
8 1 (0.30%) AWS Data Pipeline
8 1 (0.30%) AWS Elastic Beanstalk
8 1 (0.30%) AWS OpsWorks
8 1 (0.30%) Heroku
8 1 (0.30%) Microsoft Azure
8 1 (0.30%) Rackspace Cloud
Communications & Networking
1 47 (14.20%) HTTP
2 19 (5.74%) Internet
3 8 (2.42%) DSL
4 7 (2.11%) DNS
4 7 (2.11%) LDAP
5 6 (1.81%) FCAPS
6 1 (0.30%) Network Security
Database & Business Intelligence
1 82 (24.77%) MongoDB
2 80 (24.17%) Apache Cassandra
2 80 (24.17%) NoSQL
3 54 (16.31%) Hadoop
4 52 (15.71%) Big Data
5 34 (10.27%) Redis
6 32 (9.67%) PostgreSQL
7 29 (8.76%) MySQL
8 24 (7.25%) Apache Hive
9 19 (5.74%) HBase
10 18 (5.44%) CouchDB
11 13 (3.93%) Neo4j
12 11 (3.32%) MariaDB
12 11 (3.32%) Relational Database
13 9 (2.72%) Couchbase
14 8 (2.42%) Parquet
14 8 (2.42%) Sqoop
15 3 (0.91%) RDBMS
15 3 (0.91%) SQL Server
16 2 (0.60%) Hazelcast
Development Applications
1 70 (21.15%) Jenkins
2 63 (19.03%) Git (software)
3 50 (15.11%) Cucumber
4 41 (12.39%) Maven
5 28 (8.46%) Hudson
6 27 (8.16%) Gradle
7 23 (6.95%) JUnit
8 22 (6.65%) WebDriver
9 14 (4.23%) Vagrant
10 10 (3.02%) Jasmine
10 10 (3.02%) TestNG
11 9 (2.72%) Mockito
12 7 (2.11%) Subversion
13 6 (1.81%) jMock
14 5 (1.51%) TeamCity
15 4 (1.21%) Artifactory
15 4 (1.21%) FindBugs
15 4 (1.21%) Liquibase
15 4 (1.21%) Sonatype Nexus
16 2 (0.60%) JIRA
General
1 32 (9.67%) Finance
2 26 (7.85%) Banking
3 16 (4.83%) Marketing
4 11 (3.32%) Investment Banking
5 10 (3.02%) Advertising
5 10 (3.02%) Front Office
6 8 (2.42%) Telecoms
7 7 (2.11%) Electronics
7 7 (2.11%) Manufacturing
7 7 (2.11%) Retail
8 4 (1.21%) Wholesale Banking
9 1 (0.30%) Interactive Media
9 1 (0.30%) Publishing
Job Titles
1 286 (86.40%) Developer
2 203 (61.33%) Scala Developer
3 109 (32.93%) Java Developer
4 53 (16.01%) Java Scala Developer
5 35 (10.57%) Senior Developer
6 24 (7.25%) Agile Developer
7 22 (6.65%) Big Data Developer
8 20 (6.04%) Senior Scala Developer
9 17 (5.14%) Apache Spark Developer
10 15 (4.53%) Senior Java Developer
11 14 (4.23%) Software Developer
12 13 (3.93%) Agile Java Developer
13 11 (3.32%) Data Engineer
14 10 (3.02%) Cassandra Developer
14 10 (3.02%) NoSQL Developer
15 8 (2.42%) Architect
15 8 (2.42%) Senior Java Scala Developer
16 7 (2.11%) Full Stack Developer
17 6 (1.81%) Java Architect
17 6 (1.81%) Middleware Developer
Libraries, Frameworks & Software Standards
1 195 (58.91%) Play Framework
2 105 (31.72%) REST
3 96 (29.00%) Spring
4 77 (23.26%) spray
5 54 (16.31%) Kafka
6 45 (13.60%) RESTful
7 38 (11.48%) Hibernate
8 35 (10.57%) HTML
9 33 (9.97%) AngularJS
9 33 (9.97%) Web Services
10 30 (9.06%) Apache Avro
11 28 (8.46%) JAX-RS
12 26 (7.85%) J2EE
13 24 (7.25%) Node.js
14 19 (5.74%) CSS
14 19 (5.74%) jQuery
14 19 (5.74%) WebSockets
15 17 (5.14%) HTML5
16 15 (4.53%) Ajax
17 14 (4.23%) Apache Camel
Miscellaneous
1 19 (5.74%) Algorithms
2 13 (3.93%) Data Structures
3 8 (2.42%) Mobile App
3 8 (2.42%) Statistics
4 5 (1.51%) Internet of Things
5 3 (0.91%) Computer Science
5 3 (0.91%) Hedge funds
6 2 (0.60%) Analytical Skills
6 2 (0.60%) Derivative
6 2 (0.60%) Digital Media
6 2 (0.60%) Enterprise Software
6 2 (0.60%) Equities
6 2 (0.60%) Social Network
7 1 (0.30%) Equity Derivative
7 1 (0.30%) Fintech
7 1 (0.30%) Fixed Income
7 1 (0.30%) Foreign Exchange (FX)
7 1 (0.30%) Interest Rate Derivative
7 1 (0.30%) Market Risk
7 1 (0.30%) Virtual Team
Operating Systems
1 59 (17.82%) Linux
2 8 (2.42%) Unix
3 7 (2.11%) Mesosphere
4 6 (1.81%) Mac OS X
5 2 (0.60%) Android
5 2 (0.60%) Apple iOS
5 2 (0.60%) Solaris
5 2 (0.60%) Windows
6 1 (0.30%) CoreOS
6 1 (0.30%) HPUX
6 1 (0.30%) Ubuntu
6 1 (0.30%) Windows 8
6 1 (0.30%) Windows Vista
6 1 (0.30%) Windows XP
Processes & Methodologies
1 218 (65.86%) Agile Software Development
2 161 (48.64%) TDD
3 109 (32.93%) BDD
4 87 (26.28%) Scrum
5 77 (23.26%) Pair Programming
6 60 (18.13%) Continuous Integration
7 52 (15.71%) Open Source
8 46 (13.90%) Microservices
9 43 (12.99%) Kanban
10 39 (11.78%) OO
11 35 (10.57%) Multithreading
12 34 (10.27%) Domain-Driven Design
13 29 (8.76%) Functional Programming
13 29 (8.76%) High Availability
14 22 (6.65%) Configuration Management
14 22 (6.65%) Continuous Delivery
15 18 (5.44%) Software Engineering
16 17 (5.14%) DevOps
17 14 (4.23%) Mentoring
18 13 (3.93%) Analytics
Programming Languages
1 303 (91.54%) Scala
2 244 (73.72%) Java
3 46 (13.90%) SQL
4 45 (13.60%) JavaScript
5 28 (8.46%) Python
6 26 (7.85%) Ruby
7 14 (4.23%) PHP
8 11 (3.32%) Clojure
8 11 (3.32%) Groovy
9 9 (2.72%) C++
10 8 (2.42%) TypeScript
11 5 (1.51%) ES6
12 2 (0.60%) Bash Shell
13 1 (0.30%) PL/SQL
13 1 (0.30%) R
13 1 (0.30%) T-SQL
13 1 (0.30%) XPath
Qualifications
1 16 (4.83%) SC Cleared
1 16 (4.83%) Security Cleared
2 3 (0.91%) Degree
3 1 (0.30%) BPSS Clearance
Quality Assurance & Compliance
1 2 (0.60%) QA
System Software
1 74 (22.36%) Docker
2 12 (3.63%) Apache Flume
2 12 (3.63%) HDFS
3 4 (1.21%) etcd
4 3 (0.91%) VMware Workstation
5 2 (0.60%) Apache ZooKeeper
6 1 (0.30%) Virtual Machines
6 1 (0.30%) Xen
Systems Management
1 22 (6.65%) Kubernetes
2 16 (4.83%) Puppet
3 7 (2.11%) Ansible
3 7 (2.11%) Kibana
3 7 (2.11%) logstash
4 6 (1.81%) Consul
5 4 (1.21%) Mesos
6 2 (0.60%) Opscode Chef
7 1 (0.30%) Oozie
Vendors
1 13 (3.93%) VMware
2 7 (2.11%) Oracle
2 7 (2.11%) SAP
3 6 (1.81%) Nokia
4 5 (1.51%) CA
4 5 (1.51%) Google
5 1 (0.30%) Cloudera
5 1 (0.30%) Perforce
5 1 (0.30%) Rackspace
5 1 (0.30%) Sun
5 1 (0.30%) Tableau
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