Period
to 18 July 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 18 July 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
18 Jul 2018
Same period 2017 Same period 2016
Rank 25 62 56
Rank change year-on-year +37 -6 +3
Contract jobs citing Hadoop 40 2 1
As % of all contract IT jobs advertised in Bedfordshire 6.60% 0.30% 0.15%
As % of the Database & Business Intelligence category 25.48% 1.96% 1.35%
Number of daily rates quoted 28 0 0
Bedfordshire median daily rate £500 - -
East of England median daily rate £475 £438 £445
% change year-on-year +8.57% -1.69% -1.11%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate £45.00 £38.00 £25.00
% change year-on-year +18.42% +52.00% -50.00%

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 157 102 74
As % of all contract IT jobs advertised in Bedfordshire 25.91% 15.29% 11.09%
Number of daily rates quoted 105 60 51
Bedfordshire median daily rate £450 £425 £385
Median daily rate % change year-on-year +5.88% +10.39% -6.67%
10th Percentile £313 £312 £256
90th Percentile £594 £612 £538
East of England median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 2 0 3
Bedfordshire median hourly rate £14.30 - £46.50
10th Percentile £13.71 - £23.75
90th Percentile £15.37 - £48.65
East of England median hourly rate £26.00 £31.25 £34.50
% change year-on-year -16.80% -9.42% +28.97%

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 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 18 July 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 +31 37 £500 - 1
Hadoop
East of England

For the 6 months to 18 July 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 39 (97.50%) Big Data
2 33 (82.50%) Amazon AWS
3 27 (67.50%) Python
3 27 (67.50%) Apache Spark
4 24 (60.00%) Data Science
5 23 (57.50%) Java
6 21 (52.50%) OO
6 21 (52.50%) C++
6 21 (52.50%) Analytics
7 20 (50.00%) Amazon EMR
8 18 (45.00%) Scala
9 17 (42.50%) Amazon EC2
9 17 (42.50%) Amazon RDS
9 17 (42.50%) Amazon Redshift
9 17 (42.50%) Amazon Kinesis
9 17 (42.50%) Amazon Athena
10 16 (40.00%) Agile Software Development
10 16 (40.00%) Oracle
11 15 (37.50%) Business Intelligence
12 14 (35.00%) SQL
12 14 (35.00%) Apache Cassandra
12 14 (35.00%) NoSQL
13 13 (32.50%) Predictive Modelling
13 13 (32.50%) Stakeholder Management
13 13 (32.50%) PostgreSQL
13 13 (32.50%) Linear Programming
13 13 (32.50%) MLlib
14 10 (25.00%) Waterfall
14 10 (25.00%) Data Engineering
15 9 (22.50%) Apache Hive

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 27 (67.50%) Apache Spark
2 8 (20.00%) Apache Airflow
2 8 (20.00%) Luigi
2 8 (20.00%) Oracle Workflow
3 3 (7.50%) BizTalk Server
3 3 (7.50%) SharePoint
4 1 (2.50%) Apache
4 1 (2.50%) Apache Pig
4 1 (2.50%) Cloud Foundry
Business Applications
1 3 (7.50%) Dynamics AX
1 3 (7.50%) Dynamics CRM
Cloud Services
1 33 (82.50%) Amazon AWS
2 20 (50.00%) Amazon EMR
3 17 (42.50%) Amazon EC2
3 17 (42.50%) Amazon Kinesis
4 6 (15.00%) Microsoft Azure
5 2 (5.00%) Cloud Computing
5 2 (5.00%) IaaS
6 1 (2.50%) Akamai
6 1 (2.50%) Google Cloud Platform
6 1 (2.50%) SaaS
Communications & Networking
1 1 (2.50%) BIG-IP
1 1 (2.50%) DNS
Database & Business Intelligence
1 39 (97.50%) Big Data
2 17 (42.50%) Amazon Athena
2 17 (42.50%) Amazon RDS
2 17 (42.50%) Amazon Redshift
3 14 (35.00%) Apache Cassandra
3 14 (35.00%) NoSQL
4 13 (32.50%) PostgreSQL
5 9 (22.50%) Apache Hive
5 9 (22.50%) Data Warehouse
6 6 (15.00%) Impala
6 6 (15.00%) Relational Database
6 6 (15.00%) SQL Server
6 6 (15.00%) SQL Server 2008
7 5 (12.50%) Apache Kudu
7 5 (12.50%) OLTP
7 5 (12.50%) RDBMS
8 3 (7.50%) BusinessObjects
8 3 (7.50%) Electronic Patient Records
9 2 (5.00%) Parquet
10 1 (2.50%) MongoDB
Development Applications
1 1 (2.50%) JIRA
General
1 9 (22.50%) Retail
2 6 (15.00%) Marketing
3 1 (2.50%) Finance
Job Titles
1 21 (52.50%) AWS Engineer
1 21 (52.50%) Data Engineer
2 20 (50.00%) Big Data Engineer
3 11 (27.50%) Architect
4 7 (17.50%) Big Data Architect
4 7 (17.50%) Data Architect
5 5 (12.50%) Hadoop Engineer
6 4 (10.00%) Data Science Engineer
6 4 (10.00%) Project Manager
7 3 (7.50%) AWS Architect
7 3 (7.50%) Big Data Manager
7 3 (7.50%) Data Manager
7 3 (7.50%) Technical Architect
8 2 (5.00%) Analyst
8 2 (5.00%) Business Analyst
8 2 (5.00%) Business Intelligence Analyst
8 2 (5.00%) Business Intelligence Architect
8 2 (5.00%) Business Intelligence Business Analyst
8 2 (5.00%) Consultant
8 2 (5.00%) IT Manager
Libraries, Frameworks & Software Standards
1 13 (32.50%) MLlib
2 6 (15.00%) Kafka
3 4 (10.00%) .NET
4 3 (7.50%) J2EE
4 3 (7.50%) Web Services
5 2 (5.00%) Apache Avro
6 1 (2.50%) Apache Camel
Miscellaneous
1 3 (7.50%) NHS
2 2 (5.00%) Analytical Skills
2 2 (5.00%) Data Structures
3 1 (2.50%) Computer Science
3 1 (2.50%) Mobile App
3 1 (2.50%) Virtual Team
Operating Systems
1 6 (15.00%) Linux
2 5 (12.50%) Unix
3 1 (2.50%) Red Hat Enterprise Linux
3 1 (2.50%) Windows
3 1 (2.50%) Windows Server
Processes & Methodologies
1 24 (60.00%) Data Science
2 21 (52.50%) Analytics
2 21 (52.50%) OO
3 16 (40.00%) Agile Software Development
4 15 (37.50%) Business Intelligence
5 13 (32.50%) Linear Programming
5 13 (32.50%) Predictive Modelling
5 13 (32.50%) Stakeholder Management
6 10 (25.00%) Data Engineering
6 10 (25.00%) Waterfall
7 9 (22.50%) Scrum
8 8 (20.00%) Actionable Insight
8 8 (20.00%) Customer Acquisition
8 8 (20.00%) Performance Metrics
8 8 (20.00%) Workflow
8 8 (20.00%) Workflow Management
9 7 (17.50%) Data Modelling
9 7 (17.50%) Infrastructure Management
10 5 (12.50%) CRM
11 4 (10.00%) E-Commerce
Programming Languages
1 27 (67.50%) Python
2 23 (57.50%) Java
3 21 (52.50%) C++
4 18 (45.00%) Scala
5 14 (35.00%) SQL
6 5 (12.50%) Shell Script
7 1 (2.50%) R
7 1 (2.50%) Ruby
Qualifications
1 1 (2.50%) Degree
Quality Assurance & Compliance
1 3 (7.50%) PMO
2 1 (2.50%) GDPR
2 1 (2.50%) QA
System Software
1 6 (15.00%) Apache Flume
1 6 (15.00%) HDFS
2 1 (2.50%) Active Directory
2 1 (2.50%) Apache ZooKeeper
Systems Management
1 6 (15.00%) Oozie
2 2 (5.00%) Ansible
2 2 (5.00%) Terraform
3 1 (2.50%) Hadoop YARN
3 1 (2.50%) Kibana
Vendors
1 16 (40.00%) Oracle
2 5 (12.50%) IBM
3 4 (10.00%) Alteryx
3 4 (10.00%) Tableau
4 3 (7.50%) SAP
5 2 (5.00%) Cloudera
5 2 (5.00%) Microsoft
6 1 (2.50%) F5
6 1 (2.50%) Google
6 1 (2.50%) Red Hat
6 1 (2.50%) Talend