Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 40 59 44
Rank change year-on-year +19 -15 +27
Contract jobs citing Hadoop 30 14 37
As % of all contract IT jobs advertised in South Yorkshire 3.55% 1.76% 3.35%
As % of the Database & Business Intelligence category 18.40% 8.48% 12.33%
Number of daily rates quoted 19 21 22
South Yorkshire median daily rate £450 £610 £525
Median daily rate % change year-on-year -26.23% +16.19% -
10th Percentile £370 £450 £366
90th Percentile £788 £755 £750
Yorkshire median daily rate £475 £475 £475
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 163 165 300
As % of all contract IT jobs advertised in South Yorkshire 19.31% 20.73% 27.12%
Number of daily rates quoted 119 99 237
South Yorkshire median daily rate £415 £425 £400
Median daily rate % change year-on-year -2.35% +6.25% +14.29%
10th Percentile £258 £313 £295
90th Percentile £578 £645 £575
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.03%
Number of hourly rates quoted 0 2 3
South Yorkshire median hourly rate - £28.00 £32.50
Median hourly rate % change year-on-year - -13.85% +141.46%
Yorkshire median hourly rate £17.00 £19.50 £14.00
% change year-on-year -12.82% +39.29% -15.97%

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 20 October 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 20 October 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 +27 30 £450 -26.23% 3
Hadoop
Yorkshire

For the 6 months to 20 October 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 (66.67%) Python
1 20 (66.67%) Finance
2 18 (60.00%) SQL
2 18 (60.00%) Agile Software Development
3 17 (56.67%) Linux
4 16 (53.33%) Big Data
5 14 (46.67%) Analytics
6 13 (43.33%) DevOps
7 12 (40.00%) Google Cloud Platform
7 12 (40.00%) Java
8 11 (36.67%) Google
8 11 (36.67%) Bash Shell
8 11 (36.67%) Analytical Skills
9 10 (33.33%) Jenkins
9 10 (33.33%) Metadata Management
9 10 (33.33%) Confluence
9 10 (33.33%) Visualisation
9 10 (33.33%) Amazon AWS
9 10 (33.33%) JIRA
9 10 (33.33%) Oracle
9 10 (33.33%) SAS
9 10 (33.33%) Shell Script
10 9 (30.00%) Scrum
10 9 (30.00%) JavaScript
10 9 (30.00%) Atlassian Bamboo
10 9 (30.00%) Kanban
10 9 (30.00%) GitHub
10 9 (30.00%) Bitbucket
10 9 (30.00%) Risk Analytics
10 9 (30.00%) MongoDB

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 (33.33%) Confluence
1 10 (33.33%) SAS
2 8 (26.67%) Apache Spark
3 4 (13.33%) WebSphere
4 3 (10.00%) Tomcat
4 3 (10.00%) WebSphere Application Server
5 1 (3.33%) Apache
Cloud Services
1 12 (40.00%) Google Cloud Platform
2 10 (33.33%) Amazon AWS
3 9 (30.00%) GitHub
4 6 (20.00%) IaaS
4 6 (20.00%) PaaS
5 4 (13.33%) Microsoft Azure
6 1 (3.33%) IBM Cloud
6 1 (3.33%) Virtual Private Cloud
Communications & Networking
1 8 (26.67%) SAN
2 7 (23.33%) NAS
2 7 (23.33%) VPN
3 3 (10.00%) FCoE
3 3 (10.00%) Fibre Channel
3 3 (10.00%) iSCSI
3 3 (10.00%) LAN
3 3 (10.00%) VSAN
3 3 (10.00%) WAN
4 1 (3.33%) AMQP
4 1 (3.33%) WebEx
Database & Business Intelligence
1 16 (53.33%) Big Data
2 9 (30.00%) MongoDB
3 7 (23.33%) NoSQL
3 7 (23.33%) QlikView
3 7 (23.33%) Spotfire
4 3 (10.00%) HBase
4 3 (10.00%) SQL Server
5 2 (6.67%) Apache Hive
5 2 (6.67%) BigQuery
5 2 (6.67%) BusinessObjects
5 2 (6.67%) Data Lake
5 2 (6.67%) Data Warehouse
5 2 (6.67%) Enterprise Data Warehouse
5 2 (6.67%) Pentaho
5 2 (6.67%) PostgreSQL
6 1 (3.33%) Apache Cassandra
6 1 (3.33%) Couchbase
6 1 (3.33%) Flink
6 1 (3.33%) Redis
6 1 (3.33%) Riak
Development Applications
1 10 (33.33%) Jenkins
1 10 (33.33%) JIRA
2 9 (30.00%) Atlassian Bamboo
2 9 (30.00%) Bitbucket
3 7 (23.33%) Git (software)
3 7 (23.33%) Sonatype Nexus
4 2 (6.67%) ERwin
5 1 (3.33%) Cucumber
5 1 (3.33%) FitNesse
5 1 (3.33%) Selenium
5 1 (3.33%) Vagrant
General
1 20 (66.67%) Finance
2 2 (6.67%) Banking
2 2 (6.67%) Financial Institution
Job Titles
1 9 (30.00%) Analyst
1 9 (30.00%) Developer
2 8 (26.67%) Data Analyst
3 7 (23.33%) Cloud Developer
4 5 (16.67%) Architect
5 3 (10.00%) Infrastructure Architect
5 3 (10.00%) Senior Analyst
6 2 (6.67%) Data Architect
6 2 (6.67%) Java Developer
6 2 (6.67%) Lead Architect
6 2 (6.67%) Lead Data Architect
6 2 (6.67%) NAS Engineer
6 2 (6.67%) NetBackup Engineer
6 2 (6.67%) Senior Data Analyst
7 1 (3.33%) Agile Developer
7 1 (3.33%) Backup Engineer
7 1 (3.33%) Cloud Consultant
7 1 (3.33%) Data Scientist
7 1 (3.33%) NetApp Engineer
7 1 (3.33%) React Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) HTML
2 3 (10.00%) Flash
2 3 (10.00%) Middleware
2 3 (10.00%) XML
2 3 (10.00%) XSLT
3 2 (6.67%) Kafka
4 1 (3.33%) Hibernate
4 1 (3.33%) HTML5
4 1 (3.33%) JMS
4 1 (3.33%) JPA
4 1 (3.33%) Natural Language Processing
4 1 (3.33%) RabbitMQ
4 1 (3.33%) Spring
4 1 (3.33%) TIBCO EMS
4 1 (3.33%) WebSphere MQ
Miscellaneous
1 11 (36.67%) Analytical Skills
2 3 (10.00%) Clustering
3 2 (6.67%) Management Information System
4 1 (3.33%) Algorithms
4 1 (3.33%) Data Centre
4 1 (3.33%) iSeries
4 1 (3.33%) Mainframe
4 1 (3.33%) Virtual Team
Operating Systems
1 17 (56.67%) Linux
2 8 (26.67%) Windows
3 4 (13.33%) Unix
4 3 (10.00%) Solaris
5 1 (3.33%) Data ONTAP
Processes & Methodologies
1 18 (60.00%) Agile Software Development
2 14 (46.67%) Analytics
3 13 (43.33%) DevOps
4 10 (33.33%) Metadata Management
4 10 (33.33%) Visualisation
5 9 (30.00%) Data Visualisation
5 9 (30.00%) Kanban
5 9 (30.00%) Risk Analytics
5 9 (30.00%) Scrum
6 8 (26.67%) Data Analysis
6 8 (26.67%) Infrastructure Management
7 5 (16.67%) Anti-Money Laundering
8 4 (13.33%) Continuous Delivery
8 4 (13.33%) Continuous Integration
9 3 (10.00%) Benchmarking
9 3 (10.00%) Converged Infrastructure
9 3 (10.00%) Data Management
9 3 (10.00%) Data Security
9 3 (10.00%) Performance Tuning
9 3 (10.00%) Server Virtualisation
Programming Languages
1 20 (66.67%) Python
2 18 (60.00%) SQL
3 12 (40.00%) Java
4 11 (36.67%) Bash Shell
5 10 (33.33%) Shell Script
6 9 (30.00%) JavaScript
6 9 (30.00%) R
7 5 (16.67%) PowerShell
8 1 (3.33%) MATLAB
8 1 (3.33%) Ruby
Qualifications
1 1 (3.33%) PhD
Quality Assurance & Compliance
1 4 (13.33%) QA
2 3 (10.00%) Data Quality
System Software
1 9 (30.00%) Docker
2 5 (16.67%) VMware Infrastructure
3 3 (10.00%) NFS
3 3 (10.00%) SRDF
3 3 (10.00%) Veritas Cluster Server
3 3 (10.00%) Xen
4 1 (3.33%) Apache Flume
Systems Management
1 8 (26.67%) Ansible
1 8 (26.67%) Kubernetes
2 7 (23.33%) Terraform
3 3 (10.00%) NetBackup
4 1 (3.33%) Cobbler
4 1 (3.33%) Opscode Chef
4 1 (3.33%) Puppet
Vendors
1 11 (36.67%) Google
2 10 (33.33%) Oracle
3 9 (30.00%) Tableau
4 8 (26.67%) Cisco
4 8 (26.67%) Datameer
4 8 (26.67%) EMC
4 8 (26.67%) NetApp
4 8 (26.67%) Teradata
4 8 (26.67%) VMware
5 7 (23.33%) IBM
5 7 (23.33%) SaltStack
6 3 (10.00%) Informatica
6 3 (10.00%) MuleSoft
7 2 (6.67%) CA
7 2 (6.67%) Veritas
8 1 (3.33%) Ab Initio
8 1 (3.33%) Hortonworks
8 1 (3.33%) TIBCO