Period
to 12 December 2018

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire 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 12 December 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
Yorkshire > South Yorkshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 53 55 57
Rank change year-on-year +2 +2 +15
Contract jobs citing Hadoop 23 15 31
As % of all contract IT jobs advertised in South Yorkshire 2.50% 1.72% 2.55%
As % of the Database & Business Intelligence category 13.37% 9.09% 9.94%
Number of daily rates quoted 14 26 17
South Yorkshire median daily rate £600 £610 £525
Median daily rate % change year-on-year -1.64% +16.19% -
10th Percentile £350 £422 £430
90th Percentile £788 £755 £568
Yorkshire median daily rate £510 £465 £475
% change year-on-year +9.68% -2.11% -9.52%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate - £35.00 -

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 South Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 172 165 312
As % of all contract IT jobs advertised in South Yorkshire 18.72% 18.94% 25.64%
Number of daily rates quoted 122 100 240
South Yorkshire median daily rate £418 £425 £400
Median daily rate % change year-on-year -1.76% +6.25% +6.67%
10th Percentile £258 £325 £281
90th Percentile £575 £645 £564
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +1.33%
Number of hourly rates quoted 1 2 2
South Yorkshire median hourly rate £70.00 £28.00 £31.00
Median hourly rate % change year-on-year +150.00% -9.68% +116.33%
10th Percentile £60.00 £15.15 £15.80
90th Percentile £80.00 £41.25 £46.20
Yorkshire median hourly rate £17.00 £28.25 £14.25
% change year-on-year -39.82% +98.25% -16.57%

Hadoop
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Hadoop in South Yorkshire

Hadoop
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Hadoop in South Yorkshire

Hadoop
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Hadoop in South Yorkshire over the 6 months to 12 December 2018.

Contractor daily rate histogram for Hadoop in South Yorkshire

Hadoop
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the South Yorkshire region over the 6 months to 12 December 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
Sheffield +10 23 £600 -1.64% 2
Hadoop
Yorkshire

For the 6 months to 12 December 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 South Yorkshire region with a requirement for Hadoop.

1 20 (86.96%) SQL
2 18 (78.26%) Finance
3 12 (52.17%) Oracle
3 12 (52.17%) Analytics
4 11 (47.83%) Analytical Skills
4 11 (47.83%) JavaScript
4 11 (47.83%) Linux
4 11 (47.83%) Python
4 11 (47.83%) Agile Software Development
4 11 (47.83%) MongoDB
5 10 (43.48%) Visualisation
5 10 (43.48%) Amazon AWS
5 10 (43.48%) Google
5 10 (43.48%) VMware
5 10 (43.48%) Windows
5 10 (43.48%) SAS
5 10 (43.48%) EMC
5 10 (43.48%) SAN
5 10 (43.48%) NetApp
5 10 (43.48%) Big Data
6 9 (39.13%) Tableau
6 9 (39.13%) R
6 9 (39.13%) Data Visualisation
6 9 (39.13%) Risk Analytics
6 9 (39.13%) Cisco
6 9 (39.13%) NoSQL
7 8 (34.78%) Data Analysis
7 8 (34.78%) IBM
7 8 (34.78%) Teradata
7 8 (34.78%) Datameer

Hadoop
Co-occurring IT Skills in South Yorkshire 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 10 (43.48%) SAS
2 4 (17.39%) WebSphere
3 3 (13.04%) Tomcat
3 3 (13.04%) WebSphere Application Server
4 1 (4.35%) Confluence
Cloud Services
1 10 (43.48%) Amazon AWS
2 7 (30.43%) IaaS
2 7 (30.43%) PaaS
3 3 (13.04%) Google Cloud Platform
3 3 (13.04%) Microsoft Azure
Communications & Networking
1 10 (43.48%) SAN
2 7 (30.43%) NAS
3 3 (13.04%) FCoE
3 3 (13.04%) Fibre Channel
3 3 (13.04%) iSCSI
3 3 (13.04%) LAN
3 3 (13.04%) VSAN
3 3 (13.04%) WAN
4 2 (8.70%) WebEx
5 1 (4.35%) AMQP
Database & Business Intelligence
1 11 (47.83%) MongoDB
2 10 (43.48%) Big Data
3 9 (39.13%) NoSQL
4 7 (30.43%) QlikView
4 7 (30.43%) Spotfire
5 3 (13.04%) HBase
5 3 (13.04%) SQL Server
6 2 (8.70%) Apache Hive
6 2 (8.70%) BusinessObjects
6 2 (8.70%) Data Lake
6 2 (8.70%) Data Warehouse
6 2 (8.70%) Enterprise Data Warehouse
6 2 (8.70%) Pentaho
6 2 (8.70%) PostgreSQL
7 1 (4.35%) Apache Cassandra
7 1 (4.35%) Couchbase
7 1 (4.35%) Redis
7 1 (4.35%) Riak
7 1 (4.35%) Sqoop
Development Applications
1 2 (8.70%) ERwin
2 1 (4.35%) Cucumber
2 1 (4.35%) FitNesse
2 1 (4.35%) Jenkins
2 1 (4.35%) JIRA
2 1 (4.35%) Selenium
2 1 (4.35%) Vagrant
General
1 18 (78.26%) Finance
2 3 (13.04%) Banking
3 2 (8.70%) Financial Institution
Job Titles
1 8 (34.78%) Analyst
1 8 (34.78%) Data Analyst
2 5 (21.74%) Architect
3 3 (13.04%) Infrastructure Architect
3 3 (13.04%) NetBackup Engineer
4 2 (8.70%) Consultant
4 2 (8.70%) Data Architect
4 2 (8.70%) Lead Architect
4 2 (8.70%) Lead Data Architect
4 2 (8.70%) NAS Engineer
4 2 (8.70%) Senior Analyst
4 2 (8.70%) Senior Data Analyst
5 1 (4.35%) Agile Developer
5 1 (4.35%) Backup Engineer
5 1 (4.35%) Data Scientist
5 1 (4.35%) Developer
5 1 (4.35%) JavaScript Developer
5 1 (4.35%) NetApp Engineer
5 1 (4.35%) SAN Consultant
5 1 (4.35%) SAN Storage Consultant
Libraries, Frameworks & Software Standards
1 4 (17.39%) HTML
2 3 (13.04%) Flash
2 3 (13.04%) Middleware
2 3 (13.04%) XML
2 3 (13.04%) XSLT
3 2 (8.70%) Kafka
4 1 (4.35%) Hibernate
4 1 (4.35%) HTML5
4 1 (4.35%) JMS
4 1 (4.35%) JPA
4 1 (4.35%) Natural Language Processing
4 1 (4.35%) RabbitMQ
4 1 (4.35%) Spring
4 1 (4.35%) TIBCO EMS
4 1 (4.35%) WebSphere MQ
Miscellaneous
1 11 (47.83%) Analytical Skills
2 3 (13.04%) Clustering
3 2 (8.70%) Data Centre
3 2 (8.70%) Management Information System
4 1 (4.35%) Algorithms
4 1 (4.35%) iSeries
4 1 (4.35%) Mainframe
4 1 (4.35%) Virtual Team
Operating Systems
1 11 (47.83%) Linux
2 10 (43.48%) Windows
3 4 (17.39%) Unix
4 3 (13.04%) Solaris
5 1 (4.35%) Data ONTAP
Processes & Methodologies
1 12 (52.17%) Analytics
2 11 (47.83%) Agile Software Development
3 10 (43.48%) Visualisation
4 9 (39.13%) Data Visualisation
4 9 (39.13%) Risk Analytics
5 8 (34.78%) Data Analysis
5 8 (34.78%) Infrastructure Management
6 5 (21.74%) Anti-Money Laundering
7 4 (17.39%) Continuous Delivery
7 4 (17.39%) Continuous Integration
7 4 (17.39%) DevOps
8 3 (13.04%) Benchmarking
8 3 (13.04%) Converged Infrastructure
8 3 (13.04%) Data Security
8 3 (13.04%) Performance Tuning
8 3 (13.04%) Server Virtualisation
8 3 (13.04%) Stakeholder Management
8 3 (13.04%) Thought Leadership
9 2 (8.70%) Data Strategy
9 2 (8.70%) Deployment Automation
Programming Languages
1 20 (86.96%) SQL
2 11 (47.83%) JavaScript
2 11 (47.83%) Python
3 9 (39.13%) R
4 7 (30.43%) PowerShell
5 5 (21.74%) Bash Shell
6 3 (13.04%) Java
7 2 (8.70%) Shell Script
8 1 (4.35%) MATLAB
8 1 (4.35%) Ruby
Qualifications
1 1 (4.35%) PhD
Quality Assurance & Compliance
1 4 (17.39%) QA
2 3 (13.04%) Data Quality
System Software
1 6 (26.09%) VMware Infrastructure
2 3 (13.04%) NFS
2 3 (13.04%) SRDF
2 3 (13.04%) Veritas Cluster Server
2 3 (13.04%) Xen
3 1 (4.35%) Apache Flume
3 1 (4.35%) Docker
Systems Management
1 4 (17.39%) NetBackup
2 1 (4.35%) Ansible
2 1 (4.35%) Cobbler
2 1 (4.35%) Opscode Chef
2 1 (4.35%) Puppet
Vendors
1 12 (52.17%) Oracle
2 10 (43.48%) EMC
2 10 (43.48%) Google
2 10 (43.48%) NetApp
2 10 (43.48%) VMware
3 9 (39.13%) Cisco
3 9 (39.13%) Tableau
4 8 (34.78%) Datameer
4 8 (34.78%) IBM
4 8 (34.78%) Teradata
5 3 (13.04%) Informatica
5 3 (13.04%) MuleSoft
5 3 (13.04%) Veritas
6 2 (8.70%) CA
7 1 (4.35%) Hortonworks
7 1 (4.35%) TIBCO