Period
to 13 November 2018

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 13 November 2018 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
East of England > Bedfordshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 37 57 56
Rank change year-on-year +20 -1 -3
Contract jobs citing Hadoop 19 8 3
As % of all contract IT jobs advertised in Bedfordshire 3.44% 1.17% 0.48%
As % of the Database & Business Intelligence category 15.32% 6.20% 3.13%
Number of daily rates quoted 11 4 2
Bedfordshire median daily rate £575 £618 £675
Median daily rate % change year-on-year -6.88% -8.52% +17.39%
10th Percentile £538 £499 £663
90th Percentile £625 £645 £688
East of England median daily rate £494 £481 £350
% change year-on-year +2.60% +37.50% -26.32%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - £17.50 £45.50
% change year-on-year - -61.54% -9.00%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Contract vacancies with a requirement for database or business intelligence skills 124 129 96
As % of all contract IT jobs advertised in Bedfordshire 22.42% 18.83% 15.48%
Number of daily rates quoted 91 76 65
Bedfordshire median daily rate £450 £431 £388
Median daily rate % change year-on-year +4.35% +11.29% +3.33%
10th Percentile £313 £330 £245
90th Percentile £600 £624 £588
East of England median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 3 0 0
Bedfordshire median hourly rate £20.00 - -
East of England median hourly rate £26.90 £27.50 £36.00
% change year-on-year -2.18% -23.61% +14.29%

Hadoop
Job Vacancy Trend in Bedfordshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Bedfordshire.

Job vacancy trend for Hadoop in Bedfordshire

Hadoop
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Hadoop in Bedfordshire

Hadoop
Contractor Daily Rate Histogram in Bedfordshire

The daily rate distribution of IT jobs citing Hadoop in Bedfordshire over the 6 months to 13 November 2018.

Contractor daily rate histogram for Hadoop in Bedfordshire

Hadoop
Contract Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Bedfordshire region over the 6 months to 13 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +19 18 £563 -10.00% 1
Hadoop
East of England

For the 6 months to 13 November 2018, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Bedfordshire region with a requirement for Hadoop.

1 19 (100.00%) Big Data
2 13 (68.42%) Amazon AWS
2 13 (68.42%) Apache Spark
2 13 (68.42%) Python
3 10 (52.63%) Data Science
4 9 (47.37%) Analytics
5 8 (42.11%) Amazon EMR
5 8 (42.11%) Waterfall
5 8 (42.11%) Agile Software Development
5 8 (42.11%) Retail
5 8 (42.11%) Stakeholder Management
6 7 (36.84%) Scrum
6 7 (36.84%) Business Intelligence
6 7 (36.84%) OO
6 7 (36.84%) C++
6 7 (36.84%) Java
6 7 (36.84%) Amazon EC2
6 7 (36.84%) Apache Hive
6 7 (36.84%) Amazon RDS
6 7 (36.84%) Amazon Redshift
6 7 (36.84%) HDFS
6 7 (36.84%) Amazon Kinesis
6 7 (36.84%) Amazon Athena
7 6 (31.58%) Apache Kudu
7 6 (31.58%) Impala
7 6 (31.58%) Oozie
7 6 (31.58%) Relational Database
7 6 (31.58%) Kafka
7 6 (31.58%) Apache Flume
7 6 (31.58%) Oracle

Hadoop
Co-occurring IT Skills in Bedfordshire 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 13 (68.42%) Apache Spark
2 3 (15.79%) Apache Airflow
2 3 (15.79%) BizTalk Server
2 3 (15.79%) Luigi
2 3 (15.79%) Oracle Workflow
2 3 (15.79%) SharePoint
Business Applications
1 3 (15.79%) Dynamics AX
1 3 (15.79%) Dynamics CRM
Cloud Services
1 13 (68.42%) Amazon AWS
2 8 (42.11%) Amazon EMR
3 7 (36.84%) Amazon EC2
3 7 (36.84%) Amazon Kinesis
4 5 (26.32%) Microsoft Azure
5 2 (10.53%) IaaS
6 1 (5.26%) Akamai
6 1 (5.26%) SaaS
Communications & Networking
1 1 (5.26%) BIG-IP
1 1 (5.26%) DNS
Database & Business Intelligence
1 19 (100.00%) Big Data
2 7 (36.84%) Amazon Athena
2 7 (36.84%) Amazon RDS
2 7 (36.84%) Amazon Redshift
2 7 (36.84%) Apache Hive
3 6 (31.58%) Apache Kudu
3 6 (31.58%) Data Warehouse
3 6 (31.58%) Impala
3 6 (31.58%) OLTP
3 6 (31.58%) RDBMS
3 6 (31.58%) Relational Database
3 6 (31.58%) SQL Server
4 3 (15.79%) Apache Cassandra
4 3 (15.79%) BusinessObjects
4 3 (15.79%) NoSQL
4 3 (15.79%) PostgreSQL
4 3 (15.79%) SQL Server 2008
5 1 (5.26%) Parquet
General
1 8 (42.11%) Retail
2 1 (5.26%) Finance
2 1 (5.26%) Marketing
Job Titles
1 12 (63.16%) Architect
2 7 (36.84%) AWS Engineer
2 7 (36.84%) Big Data Engineer
2 7 (36.84%) Data Architect
2 7 (36.84%) Data Engineer
3 6 (31.58%) Big Data Architect
4 4 (21.05%) Technical Architect
5 3 (15.79%) AWS Architect
6 1 (5.26%) AWS Consultant
6 1 (5.26%) Business Intelligence Analyst
6 1 (5.26%) Cloud Consultant
6 1 (5.26%) Cloud Infrastructure Consultant
6 1 (5.26%) Consultant
6 1 (5.26%) Infrastructure Architect
6 1 (5.26%) Infrastructure Consultant
6 1 (5.26%) IT Project Manager
6 1 (5.26%) Software Project Manager
6 1 (5.26%) Solutions Architect
6 1 (5.26%) Technical Manager
6 1 (5.26%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 6 (31.58%) Kafka
2 3 (15.79%) .NET
2 3 (15.79%) J2EE
2 3 (15.79%) MLlib
3 2 (10.53%) Web Services
4 1 (5.26%) Apache Avro
Miscellaneous
1 5 (26.32%) Analytical Skills
2 2 (10.53%) Mobile App
3 1 (5.26%) Computer Science
3 1 (5.26%) Data Structures
Operating Systems
1 6 (31.58%) Unix
2 3 (15.79%) Linux
3 1 (5.26%) Red Hat Enterprise Linux
3 1 (5.26%) Windows
3 1 (5.26%) Windows Server
Processes & Methodologies
1 10 (52.63%) Data Science
2 9 (47.37%) Analytics
3 8 (42.11%) Agile Software Development
3 8 (42.11%) Stakeholder Management
3 8 (42.11%) Waterfall
4 7 (36.84%) Business Intelligence
4 7 (36.84%) OO
4 7 (36.84%) Scrum
5 5 (26.32%) CRM
5 5 (26.32%) Data Engineering
6 4 (21.05%) Data Modelling
6 4 (21.05%) Infrastructure Management
7 3 (15.79%) Actionable Insight
7 3 (15.79%) Customer Acquisition
7 3 (15.79%) Linear Programming
7 3 (15.79%) Performance Metrics
7 3 (15.79%) Predictive Modelling
7 3 (15.79%) Workflow
7 3 (15.79%) Workflow Management
8 2 (10.53%) Master Data Management
Programming Languages
1 13 (68.42%) Python
2 7 (36.84%) C++
2 7 (36.84%) Java
3 6 (31.58%) Shell Script
4 4 (21.05%) Scala
5 3 (15.79%) SQL
Qualifications
1 1 (5.26%) Degree
Quality Assurance & Compliance
1 2 (10.53%) GDPR
2 1 (5.26%) PMO
System Software
1 7 (36.84%) HDFS
2 6 (31.58%) Apache Flume
3 1 (5.26%) Active Directory
Systems Management
1 6 (31.58%) Oozie
2 2 (10.53%) Ansible
2 2 (10.53%) Terraform
Vendors
1 6 (31.58%) Oracle
2 3 (15.79%) SAP
3 2 (10.53%) Cloudera
3 2 (10.53%) Microsoft
4 1 (5.26%) Alteryx
4 1 (5.26%) F5
4 1 (5.26%) IBM
4 1 (5.26%) Red Hat
4 1 (5.26%) Tableau