Period
to 18 July 2019

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 18 July 2019 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
18 Jul 2019
Same period 2018 Same period 2017
Rank 33 25 62
Rank change year-on-year -8 +37 -6
Contract jobs citing Hadoop 12 40 2
As % of all contract IT jobs advertised in Bedfordshire 3.21% 6.60% 0.30%
As % of the Database & Business Intelligence category 19.35% 25.48% 1.96%
Number of daily rates quoted 11 28 0
Bedfordshire median daily rate £600 £500 -
Median daily rate % change year-on-year +20.00% - -
East of England median daily rate £600 £475 £438
% change year-on-year +26.32% +8.57% -1.69%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - £45.00 £38.00
% change year-on-year - +18.42% +52.00%

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 62 157 102
As % of all contract IT jobs advertised in Bedfordshire 16.58% 25.91% 15.29%
Number of daily rates quoted 44 105 60
Bedfordshire median daily rate £438 £450 £425
Median daily rate % change year-on-year -2.78% +5.88% +10.39%
10th Percentile £326 £313 £312
90th Percentile £625 £594 £612
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.56%
Number of hourly rates quoted 0 2 0
Bedfordshire median hourly rate - £14.30 -
East of England median hourly rate £30.00 £26.00 £31.25
% change year-on-year +15.38% -16.80% -9.42%

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 18 July 2019.

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 18 July 2019. 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 -14 9 £600 +20.00% 2
Hadoop
East of England

For the 6 months to 18 July 2019, 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 12 (100.00%) Big Data
2 6 (50.00%) Visualisation
2 6 (50.00%) Amazon AWS
3 5 (41.67%) Agile Software Development
3 5 (41.67%) Retail
3 5 (41.67%) ETL
3 5 (41.67%) Analytics
3 5 (41.67%) Amazon Redshift
3 5 (41.67%) Apache Spark
4 4 (33.33%) Parquet
4 4 (33.33%) Amazon EMR
4 4 (33.33%) Kafka
4 4 (33.33%) Data Visualisation
4 4 (33.33%) Stakeholder Management
4 4 (33.33%) Information Security
4 4 (33.33%) E-Commerce
4 4 (33.33%) Informatica
4 4 (33.33%) Data Architecture
5 3 (25.00%) Scala
5 3 (25.00%) CSSLP
5 3 (25.00%) Microsoft Azure
5 3 (25.00%) Security Architecture
5 3 (25.00%) NoSQL
5 3 (25.00%) ISSAP
5 3 (25.00%) Data Warehouse
5 3 (25.00%) CISSP
5 3 (25.00%) Cisco Certification
5 3 (25.00%) Java
5 3 (25.00%) Python
5 3 (25.00%) Teradata

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 5 (41.67%) Apache Spark
2 2 (16.67%) Apache Airflow
Cloud Services
1 6 (50.00%) Amazon AWS
2 4 (33.33%) Amazon EMR
3 3 (25.00%) Microsoft Azure
3 3 (25.00%) Qubole
4 2 (16.67%) Amazon Kinesis
4 2 (16.67%) Amazon S3
4 2 (16.67%) Google Cloud Platform
5 1 (8.33%) Google Analytics
5 1 (8.33%) IaaS
5 1 (8.33%) PaaS
Database & Business Intelligence
1 12 (100.00%) Big Data
2 5 (41.67%) Amazon Redshift
3 4 (33.33%) Parquet
4 3 (25.00%) Data Lake
4 3 (25.00%) Data Warehouse
4 3 (25.00%) HBase
4 3 (25.00%) NoSQL
5 2 (16.67%) Amazon QuickSight
5 2 (16.67%) Impala
5 2 (16.67%) Sqoop
6 1 (8.33%) Apache Cassandra
6 1 (8.33%) Apache Hive
6 1 (8.33%) Oracle Exadata
6 1 (8.33%) SQL Server
6 1 (8.33%) SQL Server Analysis Services
6 1 (8.33%) SQL Server Reporting Services
General
1 5 (41.67%) Retail
2 1 (8.33%) Marketing
Job Titles
1 5 (41.67%) Architect
2 4 (33.33%) Data Architect
3 3 (25.00%) Consultant
3 3 (25.00%) E-Commerce Consultant
3 3 (25.00%) Information Security Consultant
3 3 (25.00%) Security Consultant
4 2 (16.67%) Analyst
4 2 (16.67%) Big Data Architect
4 2 (16.67%) Big Data Consultant
4 2 (16.67%) Business Analyst
4 2 (16.67%) Data Consultant
5 1 (8.33%) Business Intelligence Analyst
5 1 (8.33%) E-Commerce Manager
5 1 (8.33%) E-Commerce Project Manager
5 1 (8.33%) IT Manager
5 1 (8.33%) IT Project Manager
5 1 (8.33%) Project Manager
5 1 (8.33%) Solutions Architect
5 1 (8.33%) Technical Architect
5 1 (8.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (33.33%) Kafka
2 2 (16.67%) Apache Avro
2 2 (16.67%) JSON
2 2 (16.67%) PySpark
2 2 (16.67%) XML
3 1 (8.33%) .NET
3 1 (8.33%) Spring
Miscellaneous
1 3 (25.00%) Analytical Skills
1 3 (25.00%) Management Information System
2 2 (16.67%) Data Structures
2 2 (16.67%) Public Cloud
3 1 (8.33%) Greenfield Project
3 1 (8.33%) RIA
Operating Systems
1 1 (8.33%) Linux
Processes & Methodologies
1 6 (50.00%) Visualisation
2 5 (41.67%) Agile Software Development
2 5 (41.67%) Analytics
2 5 (41.67%) ETL
3 4 (33.33%) Data Architecture
3 4 (33.33%) Data Visualisation
3 4 (33.33%) E-Commerce
3 4 (33.33%) Information Security
3 4 (33.33%) Stakeholder Management
4 3 (25.00%) Data Science
4 3 (25.00%) Security Architecture
5 2 (16.67%) CRM
5 2 (16.67%) Data Ingestion
5 2 (16.67%) Epics
5 2 (16.67%) ETL Development
5 2 (16.67%) Kanban
5 2 (16.67%) Machine Learning
5 2 (16.67%) Scrum
5 2 (16.67%) User Acceptance Testing
5 2 (16.67%) User Stories
Programming Languages
1 3 (25.00%) Java
1 3 (25.00%) Python
1 3 (25.00%) Scala
2 2 (16.67%) Go
2 2 (16.67%) R
2 2 (16.67%) SQL
3 1 (8.33%) Java 8
Qualifications
1 3 (25.00%) (ISC)2 CCSP
1 3 (25.00%) Cisco Certification
1 3 (25.00%) CISSP
1 3 (25.00%) CSSLP
1 3 (25.00%) ISSAP
Quality Assurance & Compliance
1 1 (8.33%) GDPR
System Software
1 3 (25.00%) HDFS
2 2 (16.67%) Apache Flume
Systems Management
1 2 (16.67%) Oozie
2 1 (8.33%) Mesos
Vendors
1 4 (33.33%) Informatica
2 3 (25.00%) Tableau
2 3 (25.00%) Teradata
3 2 (16.67%) SAP
3 2 (16.67%) Talend
4 1 (8.33%) Google