The statistics below represent IT contracts advertised across the England region that had Big Data Developer featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 18 January 2017 with a comparison to same period over 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
18 Jan 2017
Same period 2016 Same period 2015
Big Data Developer
UK / England
Rank 417 482 509
Rank change year-on-year
+65 +27
Contract jobs requiring a Big Data Developer 153 112 72
As % of all contract IT jobs located in England 0.37% 0.24% 0.16%
As % of the Job Titles category 0.39% 0.25% 0.17%
Number of daily rates quoted 107 83 49
Median daily rate £575 £525 £550
Median daily rate % change year-on-year
+9.52% -4.54%
90% offered a daily rate of more than £450 £450 £438
10% offered a daily rate of more than £750 £650 £650
UK excluding London median daily rate £513 £475 £475
% change year-on-year
+7.89% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the England region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
England
Contract IT job ads with a match in the
Job Titles category
39324 44183 43166
As % of all contract IT jobs located in England 94.67% 94.94% 94.71%
Number of daily rates quoted 25796 28458 27636
Median daily rate £430 £425 £400
Median daily rate % change year-on-year
+1.17% +6.25%
90% offered a daily rate of more than £250 £260 £238
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £395 £380 £375
% change year-on-year
+3.94% +1.33%
Number of hourly rates quoted 1347 1618 1747
Median hourly rate £18.50 £17.50 £16.50
Median hourly rate % change year-on-year
+5.71% +6.06%
90% offered a hourly rate of more than £11.00 £10.50 £10.50
10% offered a hourly rate of more than £45.00 £47.00 £37.50
UK excluding London median hourly rate £17.43 £17.50 £16.00
% change year-on-year
-0.40% +9.37%

Big Data Developer
Jobs Demand Trend in England

The demand trend of IT contracts across the England region that featured Big Data Developer in the job title.

Big Data Developer Jobs Demand Trend in England

Big Data Developer
Daily Rate Trend in England

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

Big Data Developer Daily Rate Trend in England

Big Data Developer
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Big Data Developer across the England region over the 3 months to 18 January 2017.

Big Data Developer Daily Rate Histogram in England

Big Data Developer
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 Big Data Developer within the England region over the 3 months to 18 January 2017. 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 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 +52 122 £600 +4.34% 17
South East +20 12 £350 -26.31% 4
South West +21 11 £488 +8.33%
East of England -1 3 £550 +4.76% 3
North West +16 2 £488 +8.33% 1
West Midlands -4 2 £375 -20.21%
East Midlands - 1 £538 - 1
Big Data Developer
UK

Big Data Developer Skill Set
Top 30 Related IT Skills in England

For the 6 months to 18 January 2017, Big Data Developer contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region featuring Big Data Developer in the job title.

1 290 (100.00%) Big Data
2 232 (80.00%) Hadoop
3 201 (69.31%) Java
4 196 (67.59%) Apache Spark
5 132 (45.52%) Agile Software Development
6 113 (38.97%) Scala
7 87 (30.00%) Kafka
8 83 (28.62%) TDD
9 81 (27.93%) Apache Hive
10 77 (26.55%) HBase
11 58 (20.00%) BDD
12 57 (19.66%) Python
13 56 (19.31%) HDFS
14 51 (17.59%) Apache Cassandra
15 50 (17.24%) Banking
16 49 (16.90%) Finance
17 48 (16.55%) ETL
18 47 (16.21%) Scrum
19 41 (14.14%) SQL
20 40 (13.79%) NoSQL
20 40 (13.79%) Microservices
21 39 (13.45%) MongoDB
22 38 (13.10%) MapReduce
23 35 (12.07%) Apache Pig
23 35 (12.07%) Amazon AWS
24 34 (11.72%) Spring
25 32 (11.03%) DevOps
26 31 (10.69%) Analytics
26 31 (10.69%) Investment Banking
26 31 (10.69%) Linux

Big Data Developer Skill Set
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
1 196 (67.59%) Apache Spark
2 35 (12.07%) Apache Pig
3 29 (10.00%) Apache
4 26 (8.97%) Elasticsearch
5 8 (2.76%) Confluence
6 7 (2.41%) Apache Solr
6 7 (2.41%) Cloud Foundry
6 7 (2.41%) Tomcat
7 6 (2.07%) GemFire
8 5 (1.72%) Oracle Coherence
9 4 (1.38%) Jupyter
10 3 (1.03%) SAS
11 1 (0.34%) JBoss
Applications
1 2 (0.69%) SPSS
Business Applications
1 2 (0.69%) Oracle EBS
Cloud Services
1 35 (12.07%) Amazon AWS
2 16 (5.52%) Microsoft Azure
3 7 (2.41%) Amazon EMR
4 5 (1.72%) Cloud Computing
4 5 (1.72%) GitHub
4 5 (1.72%) PaaS
5 4 (1.38%) Amazon Kinesis
5 4 (1.38%) Amazon S3
6 3 (1.03%) Google Cloud Platform
7 2 (0.69%) IBM Cloud
8 1 (0.34%) Amazon EC2
8 1 (0.34%) AWS CloudFormation
8 1 (0.34%) AWS Lambda
8 1 (0.34%) Firebase
Communications & Networking
1 4 (1.38%) Kerberos
2 1 (0.34%) HTTP
2 1 (0.34%) LAN
2 1 (0.34%) MQTT
2 1 (0.34%) RTSP
2 1 (0.34%) TCP/IP
2 1 (0.34%) VoIP
2 1 (0.34%) WAN
2 1 (0.34%) Wireshark
Database & Business Intelligence
1 290 (100.00%) Big Data
2 232 (80.00%) Hadoop
3 81 (27.93%) Apache Hive
4 77 (26.55%) HBase
5 51 (17.59%) Apache Cassandra
6 40 (13.79%) NoSQL
7 39 (13.45%) MongoDB
8 30 (10.34%) PostgreSQL
9 27 (9.31%) Data Warehouse
9 27 (9.31%) SQL Server
10 25 (8.62%) Sqoop
11 19 (6.55%) Relational Database
12 15 (5.17%) Amazon Redshift
12 15 (5.17%) Impala
13 12 (4.14%) Data Lake
14 10 (3.45%) MySQL
15 9 (3.10%) Amazon DynamoDB
15 9 (3.10%) RDBMS
16 7 (2.41%) QlikView
16 7 (2.41%) Spark SQL
Development Applications
1 25 (8.62%) Git (software)
2 19 (6.55%) JIRA
3 16 (5.52%) Cucumber
4 14 (4.83%) JUnit
5 12 (4.14%) Jenkins
6 10 (3.45%) Maven
7 8 (2.76%) IntelliJ
7 8 (2.76%) Talend Open Studio
8 7 (2.41%) Gradle
8 7 (2.41%) Selenium
9 6 (2.07%) Subversion
10 5 (1.72%) Eclipse
11 4 (1.38%) Jasmine
11 4 (1.38%) JSUnit
11 4 (1.38%) Karma Test Runner
11 4 (1.38%) PHPUnit
11 4 (1.38%) WebDriver
12 3 (1.03%) Ant
13 2 (0.69%) gulp
13 2 (0.69%) Mockito
General
1 50 (17.24%) Banking
2 49 (16.90%) Finance
3 31 (10.69%) Investment Banking
4 25 (8.62%) Front Office
5 3 (1.03%) Back Office
5 3 (1.03%) Marketing
5 3 (1.03%) Music Industry
5 3 (1.03%) Retail
6 2 (0.69%) Telecoms
7 1 (0.34%) Pharmaceutical
7 1 (0.34%) Publishing
Libraries, Frameworks & Software Standards
1 87 (30.00%) Kafka
2 34 (11.72%) Spring
3 29 (10.00%) AngularJS
3 29 (10.00%) REST
4 26 (8.97%) HTML
4 26 (8.97%) Spark Streaming
5 22 (7.59%) Akka
6 18 (6.21%) CSS
6 18 (6.21%) Web Services
7 16 (5.52%) HTML5
8 14 (4.83%) Spring Boot
9 13 (4.48%) JSON
10 10 (3.45%) SOAP
11 9 (3.10%) .NET
11 9 (3.10%) ActiveMQ
11 9 (3.10%) Apache Camel
11 9 (3.10%) CSS3
11 9 (3.10%) Samza
11 9 (3.10%) Spring MVC
12 8 (2.76%) ASP.NET MVC
Miscellaneous
1 13 (4.48%) Analytical Skills
2 11 (3.79%) Data Integration
3 10 (3.45%) Algorithms
4 8 (2.76%) Mobile App
4 8 (2.76%) Replication
5 7 (2.41%) Foreign Exchange (FX)
6 5 (1.72%) Interest Rate Derivative
6 5 (1.72%) Virtual Team
7 4 (1.38%) Market Risk
8 3 (1.03%) Equities
8 3 (1.03%) Statistics
8 3 (1.03%) Visualisation
9 2 (0.69%) Credit Risk
9 2 (0.69%) Fintech
9 2 (0.69%) Grid Computing
9 2 (0.69%) Hedge funds
9 2 (0.69%) Mathematics
10 1 (0.34%) Cloud Native
10 1 (0.34%) Data Structures
10 1 (0.34%) Linked Data
Operating Systems
1 31 (10.69%) Linux
2 11 (3.79%) Unix
3 5 (1.72%) Red Hat Enterprise Linux
4 1 (0.34%) CentOS
4 1 (0.34%) Ubuntu
Processes & Methodologies
1 132 (45.52%) Agile Software Development
2 83 (28.62%) TDD
3 58 (20.00%) BDD
4 48 (16.55%) ETL
5 47 (16.21%) Scrum
6 40 (13.79%) Microservices
7 38 (13.10%) MapReduce
8 32 (11.03%) DevOps
9 31 (10.69%) Analytics
10 20 (6.90%) Continuous Integration
11 19 (6.55%) Business Intelligence
11 19 (6.55%) E-Commerce
11 19 (6.55%) Functional Programming
12 18 (6.21%) Open Source
12 18 (6.21%) Risk Management
13 17 (5.86%) Kanban
13 17 (5.86%) MVC
14 14 (4.83%) High Availability
15 13 (4.48%) Data Modelling
15 13 (4.48%) Machine Learning
Programming Languages
1 201 (69.31%) Java
2 113 (38.97%) Scala
3 57 (19.66%) Python
4 41 (14.14%) SQL
5 27 (9.31%) R
6 22 (7.59%) JavaScript
7 12 (4.14%) C#
8 9 (3.10%) Shell Script
9 8 (2.76%) C++
10 7 (2.41%) PL/SQL
11 5 (1.72%) C
12 4 (1.38%) Perl
13 3 (1.03%) Bash Shell
13 3 (1.03%) Ruby
14 2 (0.69%) PHP
14 2 (0.69%) SPARQL
15 1 (0.34%) Clojure
15 1 (0.34%) ECMAScript
15 1 (0.34%) MATLAB
15 1 (0.34%) VB
Qualifications
1 15 (5.17%) Security Cleared
2 11 (3.79%) SC Cleared
3 9 (3.10%) BPSS Clearance
4 7 (2.41%) BC Cleared
4 7 (2.41%) DV Cleared
5 3 (1.03%) Degree
Quality Assurance & Compliance
1 4 (1.38%) QA
System Software
1 56 (19.31%) HDFS
2 22 (7.59%) Apache Flume
3 19 (6.55%) Docker
4 13 (4.48%) Apache ZooKeeper
5 1 (0.34%) Oracle RAC
Systems Management
1 16 (5.52%) Hadoop YARN
2 15 (5.17%) Oozie
3 11 (3.79%) Ansible
4 6 (2.07%) Ambari
5 5 (1.72%) Puppet
6 2 (0.69%) DBAmp
6 2 (0.69%) Kibana
6 2 (0.69%) Mesos
6 2 (0.69%) Opscode Chef
7 1 (0.34%) Terraform
Vendors
1 27 (9.31%) Cloudera
2 23 (7.93%) Hortonworks
3 17 (5.86%) Oracle
4 11 (3.79%) Teradata
5 9 (3.10%) Tableau
6 8 (2.76%) Talend
6 8 (2.76%) Xamarin
7 7 (2.41%) SAP
8 6 (2.07%) Cognos
8 6 (2.07%) Informatica
8 6 (2.07%) Vertica
9 5 (1.72%) Red Hat
10 4 (1.38%) MapR
10 4 (1.38%) Microsoft
10 4 (1.38%) MicroStrategy
11 3 (1.03%) Ab Initio
11 3 (1.03%) Google
12 2 (0.69%) IBM
12 2 (0.69%) Salesforce.com
13 1 (0.34%) Cisco
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