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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Akka
Rank 413 538 568
Rank change year-on-year
+125 +30
Contract jobs citing Akka 187 83 46
As % of all contract IT jobs located in England 0.41% 0.16% 0.089%
As % of the Libraries, Frameworks & Software Standards category 1.31% 0.56% 0.33%
Number of daily rates quoted 151 74 40
Median daily rate £550 £558 £550
Median daily rate % change year-on-year
-1.34% +1.36%
90% offered a daily rate of more than £450 £450 £495
10% offered a daily rate of more than £675 £675 £725
UK excluding London median daily rate £525 £450 £550
% change year-on-year
+16.66% -18.18%
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
14310 14748 13982
As % of all contract IT jobs located in England 31.09% 29.18% 27.10%
Number of daily rates quoted 9958 10337 9713
Median daily rate £425 £403 £400
Median daily rate % change year-on-year
+5.59% +0.62%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 139 239 164
Median hourly rate £40.00 £37.48 £35.00
Median hourly rate % change year-on-year
+6.73% +7.07%
90% offered a hourly rate of more than £16.50 £17.50 £17.50
10% offered a hourly rate of more than £50.00 £47.33 £50.00
UK excluding London median hourly rate £40.00 £37.50 £35.00
% change year-on-year
+6.66% +7.14%

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 8 December 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 8 December 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 +101 174 £550 -8.33% 34
South East +36 8 £525 +16.66% 3
Yorkshire +4 2 £494 +9.72%
North West - 1 £500 -
South West - 1 - - 1
West Midlands - 1 £443 -
Akka
UK

Akka
Top 30 Related IT Skills in England

For the 6 months to 8 December 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.

1 330 (88.95%) Scala
2 276 (74.39%) Java
3 242 (65.23%) Agile Software Development
4 194 (52.29%) Play Framework
5 186 (50.13%) TDD
6 140 (37.74%) Apache Spark
7 133 (35.85%) BDD
8 113 (30.46%) Scrum
9 107 (28.84%) Hadoop
10 95 (25.61%) REST
10 95 (25.61%) Big Data
11 93 (25.07%) Git (software)
12 88 (23.72%) Spring
13 87 (23.45%) spray
14 83 (22.37%) Kafka
14 83 (22.37%) Banking
15 72 (19.41%) JavaScript
15 72 (19.41%) Apache
16 70 (18.87%) SQL
16 70 (18.87%) Pair Programming
16 70 (18.87%) MongoDB
17 69 (18.60%) Docker
18 62 (16.71%) Jenkins
18 62 (16.71%) Apache Cassandra
18 62 (16.71%) Python
19 61 (16.44%) Web Services
19 61 (16.44%) Finance
20 57 (15.36%) Amazon AWS
21 54 (14.56%) HTML
22 53 (14.29%) Elasticsearch

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
1 140 (37.74%) Apache Spark
2 72 (19.41%) Apache
3 53 (14.29%) Elasticsearch
4 9 (2.43%) Apache Pig
5 6 (1.62%) Oracle Coherence
6 5 (1.35%) Apache Solr
7 4 (1.08%) JBoss
7 4 (1.08%) Tomcat
8 2 (0.54%) WebSphere
9 1 (0.27%) Adobe Experience Manager
9 1 (0.27%) Confluence
9 1 (0.27%) Mule
9 1 (0.27%) WebLogic
Business Applications
1 6 (1.62%) SAP Oil and Gas
Cloud Services
1 57 (15.36%) Amazon AWS
2 17 (4.58%) GitHub
3 15 (4.04%) SaaS
4 9 (2.43%) Amazon S3
5 8 (2.16%) Amazon Kinesis
6 7 (1.89%) AWS Elastic Beanstalk
6 7 (1.89%) AWS Lambda
6 7 (1.89%) PaaS
7 6 (1.62%) Microsoft Azure
8 2 (0.54%) Amazon EC2
9 1 (0.27%) Amazon EMR
9 1 (0.27%) AWS Data Pipeline
9 1 (0.27%) CloudFront
Communications & Networking
1 29 (7.82%) HTTP
2 15 (4.04%) Internet
3 9 (2.43%) DSL
4 8 (2.16%) DNS
4 8 (2.16%) LDAP
5 7 (1.89%) FCAPS
Database & Business Intelligence
1 107 (28.84%) Hadoop
2 95 (25.61%) Big Data
3 70 (18.87%) MongoDB
4 62 (16.71%) Apache Cassandra
5 48 (12.94%) Apache Hive
6 46 (12.40%) NoSQL
7 36 (9.70%) HBase
8 32 (8.63%) Redis
9 30 (8.09%) PostgreSQL
10 20 (5.39%) MySQL
11 19 (5.12%) Neo4j
12 15 (4.04%) Relational Database
13 11 (2.96%) RDBMS
13 11 (2.96%) Sqoop
14 10 (2.70%) Amazon DynamoDB
15 9 (2.43%) CouchDB
15 9 (2.43%) Parquet
16 8 (2.16%) Flink
17 7 (1.89%) Data Lake
18 6 (1.62%) Presto
Development Applications
1 93 (25.07%) Git (software)
2 62 (16.71%) Jenkins
3 35 (9.43%) JUnit
3 35 (9.43%) Maven
4 28 (7.55%) Mockito
5 23 (6.20%) WebDriver
6 21 (5.66%) Cucumber
7 17 (4.58%) TeamCity
8 15 (4.04%) Vagrant
9 14 (3.77%) JIRA
10 13 (3.50%) Gradle
11 12 (3.23%) Spock
12 7 (1.89%) Sonatype Nexus
13 6 (1.62%) Artifactory
13 6 (1.62%) FindBugs
13 6 (1.62%) TestNG
14 5 (1.35%) Jasmine
15 4 (1.08%) Hudson
15 4 (1.08%) Subversion
16 1 (0.27%) Ant
General
1 83 (22.37%) Banking
2 61 (16.44%) Finance
3 45 (12.13%) Investment Banking
4 19 (5.12%) Front Office
5 8 (2.16%) Marketing
6 7 (1.89%) Telecoms
7 6 (1.62%) Electronics
7 6 (1.62%) Manufacturing
8 4 (1.08%) Advertising
8 4 (1.08%) Aerospace
8 4 (1.08%) Games
9 1 (0.27%) Back Office
9 1 (0.27%) Retail
Job Titles
1 308 (83.02%) Developer
2 240 (64.69%) Scala Developer
3 109 (29.38%) Java Developer
4 61 (16.44%) Java Scala Developer
5 42 (11.32%) Senior Developer
6 27 (7.28%) Senior Scala Developer
7 26 (7.01%) Apache Spark Developer
8 20 (5.39%) Big Data Developer
8 20 (5.39%) Software Developer
9 14 (3.77%) Senior Java Developer
10 13 (3.50%) Agile Developer
11 12 (3.23%) Data Engineer
11 12 (3.23%) Technical Leader
12 10 (2.70%) Senior Java Scala Developer
13 9 (2.43%) Senior Software Developer
14 8 (2.16%) Software Engineer
14 8 (2.16%) UI Developer
15 7 (1.89%) Cassandra Developer
15 7 (1.89%) Scala Software Engineer
16 6 (1.62%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 194 (52.29%) Play Framework
2 95 (25.61%) REST
3 88 (23.72%) Spring
4 87 (23.45%) spray
5 83 (22.37%) Kafka
6 61 (16.44%) Web Services
7 54 (14.56%) HTML
8 48 (12.94%) AngularJS
9 43 (11.59%) Hibernate
10 33 (8.89%) Node.js
11 32 (8.63%) Apache Avro
12 30 (8.09%) J2EE
12 30 (8.09%) RESTful
13 26 (7.01%) HTML5
14 25 (6.74%) CSS
15 22 (5.93%) JSON
15 22 (5.93%) SOAP
16 18 (4.85%) CSS3
16 18 (4.85%) JMS
16 18 (4.85%) jQuery
Miscellaneous
1 15 (4.04%) Algorithms
2 9 (2.43%) User Experience
3 8 (2.16%) Data Structures
4 5 (1.35%) Analytical Skills
4 5 (1.35%) Interest Rate Derivative
4 5 (1.35%) Visualisation
5 4 (1.08%) Fixed Income
5 4 (1.08%) Foreign Exchange (FX)
5 4 (1.08%) Internet of Things
5 4 (1.08%) Life Science
5 4 (1.08%) Mathematics
6 3 (0.81%) Credit Risk
6 3 (0.81%) Fintech
6 3 (0.81%) Hedge funds
6 3 (0.81%) Statistics
7 2 (0.54%) Computer Science
7 2 (0.54%) Derivative
7 2 (0.54%) Enterprise Software
7 2 (0.54%) Market Risk
7 2 (0.54%) Mobile App
Operating Systems
1 43 (11.59%) Linux
2 19 (5.12%) Unix
3 8 (2.16%) Android
3 8 (2.16%) Apple iOS
3 8 (2.16%) Mesosphere
4 3 (0.81%) Mac OS X
5 1 (0.27%) Windows
5 1 (0.27%) Windows Server
Processes & Methodologies
1 242 (65.23%) Agile Software Development
2 186 (50.13%) TDD
3 133 (35.85%) BDD
4 113 (30.46%) Scrum
5 70 (18.87%) Pair Programming
6 52 (14.02%) Kanban
7 47 (12.67%) Software Engineering
8 46 (12.40%) Continuous Integration
9 39 (10.51%) Microservices
10 33 (8.89%) Open Source
11 32 (8.63%) DevOps
12 29 (7.82%) Domain-Driven Design
13 25 (6.74%) Analytics
14 20 (5.39%) Configuration Management
14 20 (5.39%) Functional Programming
14 20 (5.39%) Web Development
15 18 (4.85%) Data Analytics
16 17 (4.58%) Refactoring
17 16 (4.31%) Automated Testing
17 16 (4.31%) Continuous Deployment
Programming Languages
1 330 (88.95%) Scala
2 276 (74.39%) Java
3 72 (19.41%) JavaScript
4 70 (18.87%) SQL
5 62 (16.71%) Python
6 31 (8.36%) Ruby
7 15 (4.04%) PHP
7 15 (4.04%) Shell Script
8 12 (3.23%) Korn
9 9 (2.43%) TypeScript
10 8 (2.16%) R
11 7 (1.89%) XPath
12 5 (1.35%) ES6
13 4 (1.08%) Clojure
13 4 (1.08%) Go
13 4 (1.08%) Groovy
14 3 (0.81%) MATLAB
15 2 (0.54%) C#
16 1 (0.27%) C++
16 1 (0.27%) T-SQL
Qualifications
1 22 (5.93%) Security Cleared
2 20 (5.39%) SC Cleared
3 14 (3.77%) Degree
4 4 (1.08%) PhD
5 1 (0.27%) BPSS Clearance
5 1 (0.27%) DV Cleared
Quality Assurance & Compliance
1 9 (2.43%) FATCA
2 2 (0.54%) QA
System Software
1 69 (18.60%) Docker
2 18 (4.85%) HDFS
3 17 (4.58%) Apache Flume
4 6 (1.62%) Apache ZooKeeper
5 2 (0.54%) VMware Workstation
6 1 (0.27%) Platform Symphony
Systems Management
1 23 (6.20%) Kubernetes
2 19 (5.12%) Puppet
3 17 (4.58%) Kibana
3 17 (4.58%) logstash
4 14 (3.77%) Mesos
5 12 (3.23%) Ansible
6 7 (1.89%) Grafana
6 7 (1.89%) Hadoop YARN
6 7 (1.89%) rkt
7 4 (1.08%) Marathon
8 1 (0.27%) Opscode Chef
8 1 (0.27%) yum
Vendors
1 18 (4.85%) MuleSoft
2 15 (4.04%) VMware
3 13 (3.50%) Solace
4 7 (1.89%) AppDynamics
4 7 (1.89%) Hortonworks
4 7 (1.89%) Nokia
4 7 (1.89%) Splunk
5 6 (1.62%) SAP
6 4 (1.08%) Tableau
7 3 (0.81%) Microsoft
8 2 (0.54%) Oracle
9 1 (0.27%) Adobe
9 1 (0.27%) DataSynapse
9 1 (0.27%) Google
9 1 (0.27%) SaltStack
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