The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 3 months to 23 June 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.

Apache Hadoop
England / East of England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 84 105 111
Rank change year-on-year +21 +6  
Contract jobs citing Hadoop 52 25 37
As % of all contract IT jobs advertised in the East of England 2.24% 0.98% 1.21%
As % of the Database & Business Intelligence category 11.58% 4.73% 5.05%
Number of daily rates quoted 8 9 17
Median daily rate £450 £440 £450
Median daily rate % change year-on-year +2.27% -2.22%  
90% offered a daily rate of more than £397 £224 £405
10% offered a daily rate of more than £558 £484 £525
UK excluding London median daily rate £435 £475 £450
% change year-on-year -8.42% +5.55%  
Number of hourly rates quoted 1 1 0
Median hourly rate £17.50 £25.00 -
Median hourly rate % change year-on-year -30.00% -  
UK excluding London median hourly rate £50.00 £25.00 £26.00
% change year-on-year +100.00% -3.84%  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
East of England
Contract job vacancies with a requirement for database and business intelligence skills 449 529 732
As % of all contract IT job vacancies advertised in the East of England 19.32% 20.75% 23.98%
Number of daily rates quoted 245 312 409
Median daily rate £400 £400 £358
Median daily rate % change year-on-year - +11.88%  
90% offered a daily rate of more than £300 £250 £238
10% offered a daily rate of more than £525 £500 £500
UK excluding London median daily rate £400 £388 £350
% change year-on-year +3.22% +10.71%  
Number of hourly rates quoted 10 22 25
Median hourly rate £17.50 £34.50 £23.50
Median hourly rate % change year-on-year -49.27% +46.80%  
90% offered a hourly rate of more than £15.00 £26.20 £19.00
10% offered a hourly rate of more than £34.75 £40.00 £45.00
UK excluding London median hourly rate £38.00 £30.35 £26.00
% change year-on-year +25.19% +16.74%  

Hadoop
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Hadoop as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in the East of England

Hadoop
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in the East of England.

Contractor daily rate trend for Hadoop in the East of England

Hadoop
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Hadoop in the East of England over the 3 months to 23 June 2017.

Contractor daily rate histogram for Hadoop in the East of England

Hadoop
Contractor Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Hadoop in the East of England.

Contractor hourly rate trend for Hadoop in the East of England

Hadoop
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the East of England region over the 3 months to 23 June 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
Norfolk +29 38 £450 +1.12% 1
Essex -10 7 £450 +95.65% 2
Cambridgeshire -4 4 £425 -3.40% 4
Suffolk +8 1 - -
Hertfordshire -3 1 £575 - 1
Bedfordshire -6 1 - - 4
Hadoop
England

For the 6 months to 23 June 2017, IT contractor jobs citing Hadoop 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 East of England region with a requirement for Hadoop.

1 38 (44.19%) Unix
1 38 (44.19%) Cloudera
2 36 (41.86%) Apache Spark
3 35 (40.70%) Linux
4 34 (39.53%) SQL
5 32 (37.21%) Java
5 32 (37.21%) Analytics
6 30 (34.88%) Apache Hive
6 30 (34.88%) Kerberos
7 28 (32.56%) Oracle
8 27 (31.40%) Big Data
9 24 (27.91%) CRM
10 23 (26.74%) Impala
11 20 (23.26%) R
11 20 (23.26%) Red Hat
11 20 (23.26%) Red Hat Enterprise Linux
12 19 (22.09%) Customer Analytics
13 17 (19.77%) Mainframe
13 17 (19.77%) Data Analytics
14 16 (18.60%) Windows
14 16 (18.60%) Agile Software Development
14 16 (18.60%) Data Analysis
15 14 (16.28%) Business Analysis
15 14 (16.28%) DB2
15 14 (16.28%) Active Directory
16 13 (15.12%) Use Case
17 12 (13.95%) High Availability
17 12 (13.95%) MapReduce
17 12 (13.95%) Windows Vista
18 11 (12.79%) Business Intelligence

Hadoop
Co-occurring IT Skills in the East of 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 36 (41.86%) Apache Spark
2 7 (8.14%) Apache Pig
3 5 (5.81%) Apache
4 4 (4.65%) Apache Solr
4 4 (4.65%) BizTalk Server
4 4 (4.65%) Elasticsearch
4 4 (4.65%) SharePoint
4 4 (4.65%) Skype for Business
5 3 (3.49%) Tomcat
6 1 (1.16%) OpenStack
6 1 (1.16%) SAS
Applications
1 1 (1.16%) GNU Octave
Business Applications
1 8 (9.30%) Adobe Campaign
1 8 (9.30%) Unica
2 6 (6.98%) Dynamics CRM
Cloud Services
1 8 (9.30%) Adobe Analytics
2 6 (6.98%) Amazon AWS
3 4 (4.65%) Microsoft Azure
3 4 (4.65%) Office 365
3 4 (4.65%) Yammer
4 1 (1.16%) Amazon EMR
4 1 (1.16%) Amazon S3
4 1 (1.16%) AWS Lambda
Communications & Networking
1 30 (34.88%) Kerberos
Database & Business Intelligence
1 30 (34.88%) Apache Hive
2 27 (31.40%) Big Data
3 23 (26.74%) Impala
4 14 (16.28%) DB2
5 10 (11.63%) HBase
6 9 (10.47%) BusinessObjects
6 9 (10.47%) SQL Server
6 9 (10.47%) Sqoop
7 8 (9.30%) MySQL
8 7 (8.14%) Apache Cassandra
9 5 (5.81%) Data Mining
10 4 (4.65%) Data Warehouse
10 4 (4.65%) Ingres
10 4 (4.65%) MongoDB
11 2 (2.33%) Apache Zeppelin
11 2 (2.33%) PostgreSQL
11 2 (2.33%) SQL Server Integration Services
12 1 (1.16%) BODI
12 1 (1.16%) SQL Server Analysis Services
12 1 (1.16%) SQL Server Reporting Services
Development Applications
1 3 (3.49%) Eclipse
General
1 5 (5.81%) Automotive
2 4 (4.65%) Retail
3 3 (3.49%) Manufacturing
4 1 (1.16%) Finance
4 1 (1.16%) Games
4 1 (1.16%) Telecoms
Job Titles
1 20 (23.26%) Analyst
2 19 (22.09%) Business Analyst
3 18 (20.93%) Cloud Engineer
3 18 (20.93%) Infrastructure Engineer
4 16 (18.60%) Developer
5 15 (17.44%) Data Business Analyst
6 13 (15.12%) Administrator
6 13 (15.12%) Cloud Administrator
7 11 (12.79%) Data Insight Analyst
7 11 (12.79%) Insight Analyst
7 11 (12.79%) Insight Data Analyst
8 7 (8.14%) Big Data Analyst
8 7 (8.14%) CRM Developer
8 7 (8.14%) Senior Analyst
8 7 (8.14%) Senior Business Analyst
8 7 (8.14%) Senior Insight Analyst
9 6 (6.98%) Consultant
9 6 (6.98%) Technical Consultant
10 5 (5.81%) CRM Business Analyst
10 5 (5.81%) Data Consultant
Libraries, Frameworks & Software Standards
1 10 (11.63%) XML
2 9 (10.47%) JSON
2 9 (10.47%) Kafka
3 8 (9.30%) CSS
3 8 (9.30%) HTML
4 5 (5.81%) Web Services
5 4 (4.65%) COM
5 4 (4.65%) Middleware
5 4 (4.65%) Spark Streaming
6 3 (3.49%) Spring
6 3 (3.49%) Spring MVC
7 2 (2.33%) XSLT
8 1 (1.16%) NumPy
8 1 (1.16%) RESTful
8 1 (1.16%) SciPy
Miscellaneous
1 17 (19.77%) Mainframe
2 8 (9.30%) Data Structures
2 8 (9.30%) Management Information System
3 7 (8.14%) Analytical Skills
4 1 (1.16%) Data Centre
4 1 (1.16%) Linux Command Line
4 1 (1.16%) Online Games
Operating Systems
1 38 (44.19%) Unix
2 35 (40.70%) Linux
3 20 (23.26%) Red Hat Enterprise Linux
4 16 (18.60%) Windows
5 12 (13.95%) Windows Vista
6 2 (2.33%) CentOS
Processes & Methodologies
1 32 (37.21%) Analytics
2 24 (27.91%) CRM
3 19 (22.09%) Customer Analytics
4 17 (19.77%) Data Analytics
5 16 (18.60%) Agile Software Development
5 16 (18.60%) Data Analysis
6 14 (16.28%) Business Analysis
7 13 (15.12%) Use Case
8 12 (13.95%) High Availability
8 12 (13.95%) MapReduce
9 11 (12.79%) Business Intelligence
10 9 (10.47%) Campaign Management
10 9 (10.47%) Software Engineering
11 8 (9.30%) Mathematics
12 7 (8.14%) B2C
12 7 (8.14%) Data Integration
12 7 (8.14%) Stakeholder Management
12 7 (8.14%) Validation
12 7 (8.14%) Workflow
13 6 (6.98%) ETL
Programming Languages
1 34 (39.53%) SQL
2 32 (37.21%) Java
3 20 (23.26%) R
4 8 (9.30%) JavaScript
4 8 (9.30%) PHP
5 6 (6.98%) Python
5 6 (6.98%) Scala
6 4 (4.65%) HiveQL
7 1 (1.16%) Bash Shell
7 1 (1.16%) C#
7 1 (1.16%) MATLAB
7 1 (1.16%) Shell Script
7 1 (1.16%) VB
Qualifications
1 10 (11.63%) Degree
2 8 (9.30%) Computer Science Degree
3 3 (3.49%) Security Cleared
4 2 (2.33%) SC Cleared
System Software
1 14 (16.28%) Active Directory
2 8 (9.30%) Apache Flume
3 4 (4.65%) HDFS
4 2 (2.33%) Virtual Machines
Systems Management
1 4 (4.65%) Hadoop YARN
2 2 (2.33%) Kibana
2 2 (2.33%) Terraform
2 2 (2.33%) yum
3 1 (1.16%) Oozie
3 1 (1.16%) Packer
Vendors
1 38 (44.19%) Cloudera
2 28 (32.56%) Oracle
3 20 (23.26%) Red Hat
4 8 (9.30%) Adobe
5 6 (6.98%) Salesforce.com
6 5 (5.81%) Microsoft
6 5 (5.81%) SAP
7 4 (4.65%) Infor
8 2 (2.33%) Cisco
8 2 (2.33%) VMware
9 1 (1.16%) Ab Initio
9 1 (1.16%) Cognos
9 1 (1.16%) Informatica
9 1 (1.16%) Jaspersoft
9 1 (1.16%) Teradata
9 1 (1.16%) Vertica
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