The table below looks at the statistics for Big Data skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Big Data over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 109 123 120
Rank change year-on-year
+14 -3
Contract jobs citing Big Data 21 19 10
As % of all contract IT jobs located in Yorkshire 0.85% 0.62% 0.38%
As % of the Database & Business Intelligence category 3.59% 2.63% 1.54%
Number of daily rates quoted 17 12 9
Median daily rate £480 £538 £450
Median daily rate % change year-on-year
-10.69% +19.44%
90% offered a daily rate of more than £429 £428 £382
10% offered a daily rate of more than £550 £600 £550
UK excluding London median daily rate £489 £460 £475
% change year-on-year
+6.25% -3.15%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.92 £54.50 £37.50
% change year-on-year
-21.24% +45.33%
Big Data
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Contract IT job ads with a match in the
Database & Business Intelligence category
585 722 651
As % of all contract IT jobs located in Yorkshire 23.78% 23.72% 24.75%
Number of daily rates quoted 397 493 397
Median daily rate £400 £375 £350
Median daily rate % change year-on-year
+6.66% +7.14%
90% offered a daily rate of more than £291 £285 £274
10% offered a daily rate of more than £525 £540 £475
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 8 6 10
Median hourly rate £24.00 £19.50 £16.00
Median hourly rate % change year-on-year
+23.07% +21.87%
90% offered a hourly rate of more than £13.50 £9.00 £12.00
10% offered a hourly rate of more than £34.80 £29.00 £24.75
UK excluding London median hourly rate £38.00 £25.44 £32.00
% change year-on-year
+49.37% -20.50%

Big Data
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Big Data as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Yorkshire

Big Data
Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Big Data across the Yorkshire region.

Big Data Daily Rate Trend in Yorkshire

Big Data
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Big Data across the Yorkshire region over the 3 months to 5 December 2016.

Big Data Daily Rate Histogram in Yorkshire

Big Data
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Big Data within the Yorkshire region over the 3 months to 5 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +18 12 £478 - 9
South Yorkshire -11 10 £498 -11.55%
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 5 December 2016, IT contractor jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Yorkshire region with a requirement for Big Data.

1 44 (73.33%) Hadoop
2 30 (50.00%) Apache Hive
3 23 (38.33%) Apache Spark
4 20 (33.33%) HBase
4 20 (33.33%) Java
5 18 (30.00%) Data Modelling
6 17 (28.33%) Finance
7 15 (25.00%) Python
7 15 (25.00%) ETL
7 15 (25.00%) Apache Pig
8 14 (23.33%) Linux
8 14 (23.33%) SQL
9 12 (20.00%) SAS
10 11 (18.33%) Business Intelligence
10 11 (18.33%) Unix
10 11 (18.33%) MapReduce
11 10 (16.67%) HDFS
11 10 (16.67%) Data Lake
11 10 (16.67%) MySQL
11 10 (16.67%) Banking
12 9 (15.00%) Hibernate
12 9 (15.00%) Sqoop
12 9 (15.00%) Hortonworks
13 8 (13.33%) Scala
13 8 (13.33%) Oracle
13 8 (13.33%) Microsoft
13 8 (13.33%) Active Directory
13 8 (13.33%) Agile Software Development
14 7 (11.67%) JIRA
14 7 (11.67%) J2EE

Big Data
Top Related IT Skills in 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 23 (38.33%) Apache Spark
2 15 (25.00%) Apache Pig
3 12 (20.00%) SAS
4 7 (11.67%) Confluence
Cloud Services
1 6 (10.00%) Amazon AWS
2 3 (5.00%) Microsoft Azure
2 3 (5.00%) PaaS
Communications & Networking
1 4 (6.67%) LDAP
2 2 (3.33%) Kerberos
2 2 (3.33%) TCP/IP
Database & Business Intelligence
1 44 (73.33%) Hadoop
2 30 (50.00%) Apache Hive
3 20 (33.33%) HBase
4 10 (16.67%) Data Lake
4 10 (16.67%) MySQL
5 9 (15.00%) Sqoop
6 7 (11.67%) Data Warehouse
7 6 (10.00%) DB2
7 6 (10.00%) SQL Server
8 5 (8.33%) DataStage
9 4 (6.67%) MongoDB
9 4 (6.67%) Relational Database
9 4 (6.67%) SQL Server Integration Services
10 3 (5.00%) OLAP
10 3 (5.00%) PostgreSQL
10 3 (5.00%) SQL Server 2014
11 2 (3.33%) Apache Cassandra
11 2 (3.33%) NoSQL
11 2 (3.33%) Pentaho
11 2 (3.33%) Spark SQL
Development Applications
1 7 (11.67%) JIRA
2 4 (6.67%) Git (software)
3 3 (5.00%) Jenkins
4 1 (1.67%) Atlassian Bamboo
4 1 (1.67%) DbUnit
4 1 (1.67%) FishEye
4 1 (1.67%) JMeter
4 1 (1.67%) JUnit
General
1 17 (28.33%) Finance
2 10 (16.67%) Banking
3 1 (1.67%) Billing
3 1 (1.67%) Investment Banking
3 1 (1.67%) Retail
3 1 (1.67%) Telecoms
Job Titles
1 13 (21.67%) Architect
2 11 (18.33%) Data Architect
3 10 (16.67%) Big Data Architect
4 9 (15.00%) Developer
5 7 (11.67%) Analyst
5 7 (11.67%) Consultant
6 6 (10.00%) Administrator
6 6 (10.00%) Big Data Analyst
6 6 (10.00%) Data Analyst
7 4 (6.67%) Java Developer
7 4 (6.67%) Systems Administrator
8 3 (5.00%) Data Administrator
8 3 (5.00%) Data Consultant
8 3 (5.00%) Database Consultant
8 3 (5.00%) DBA
8 3 (5.00%) Enterprise Architect
8 3 (5.00%) Enterprise Data Architect
8 3 (5.00%) Infrastructure Designer
8 3 (5.00%) SQL DBA
8 3 (5.00%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 9 (15.00%) Hibernate
2 7 (11.67%) J2EE
3 6 (10.00%) Apache Tez
4 5 (8.33%) XML
5 2 (3.33%) Node.js
5 2 (3.33%) Spring
6 1 (1.67%) Cascading
6 1 (1.67%) Dojo
6 1 (1.67%) Drools
6 1 (1.67%) NumPy
6 1 (1.67%) RESTful
Miscellaneous
1 4 (6.67%) Data Integration
2 3 (5.00%) Analytical Skills
2 3 (5.00%) Computer Science
2 3 (5.00%) iSeries
3 2 (3.33%) Fintech
3 2 (3.33%) Mathematics
3 2 (3.33%) Physics
3 2 (3.33%) Reference Data
3 2 (3.33%) Replication
3 2 (3.33%) Statistics
3 2 (3.33%) Visualisation
4 1 (1.67%) Algorithms
4 1 (1.67%) Neural Network
4 1 (1.67%) Public Cloud
4 1 (1.67%) Social Network
Operating Systems
1 14 (23.33%) Linux
2 11 (18.33%) Unix
3 6 (10.00%) Red Hat Enterprise Linux
4 4 (6.67%) CentOS
5 2 (3.33%) Windows
5 2 (3.33%) Windows Server
Processes & Methodologies
1 18 (30.00%) Data Modelling
2 15 (25.00%) ETL
3 11 (18.33%) Business Intelligence
3 11 (18.33%) MapReduce
4 8 (13.33%) Agile Software Development
5 6 (10.00%) Analytics
6 4 (6.67%) Data Munging
6 4 (6.67%) TDD
7 3 (5.00%) Configuration Management
7 3 (5.00%) Continuous Integration
7 3 (5.00%) Data Analysis
7 3 (5.00%) Data Management
7 3 (5.00%) Data Security
7 3 (5.00%) DevOps
7 3 (5.00%) High Availability
7 3 (5.00%) Open Source
7 3 (5.00%) Stakeholder Engagement
8 2 (3.33%) Continuous Delivery
8 2 (3.33%) Continuous Improvement
8 2 (3.33%) Process Improvement
Programming Languages
1 20 (33.33%) Java
2 15 (25.00%) Python
3 14 (23.33%) SQL
4 8 (13.33%) Scala
5 5 (8.33%) Perl
5 5 (8.33%) R
6 4 (6.67%) T-SQL
7 3 (5.00%) HiveQL
8 2 (3.33%) Bash Shell
8 2 (3.33%) JavaScript
8 2 (3.33%) MATLAB
8 2 (3.33%) PL/SQL
9 1 (1.67%) C#
9 1 (1.67%) C++
Qualifications
1 2 (3.33%) Degree
1 2 (3.33%) Microsoft Certification
1 2 (3.33%) PhD
Quality Assurance & Compliance
1 2 (3.33%) FATCA
2 1 (1.67%) Data Quality
2 1 (1.67%) QA
System Software
1 10 (16.67%) HDFS
2 8 (13.33%) Active Directory
3 6 (10.00%) Apache Flume
4 3 (5.00%) Hyper-V
4 3 (5.00%) VMware Infrastructure
5 2 (3.33%) Docker
Systems Management
1 6 (10.00%) Nagios
2 4 (6.67%) Ansible
2 4 (6.67%) Hadoop YARN
2 4 (6.67%) Opscode Chef
3 3 (5.00%) Puppet
Vendors
1 9 (15.00%) Hortonworks
2 8 (13.33%) Microsoft
2 8 (13.33%) Oracle
3 7 (11.67%) Red Hat
4 6 (10.00%) Ab Initio
4 6 (10.00%) Informatica
4 6 (10.00%) Platfora
5 3 (5.00%) SaltStack
5 3 (5.00%) Sybase
5 3 (5.00%) VMware
6 2 (3.33%) Cloudera
7 1 (1.67%) Atlassian
7 1 (1.67%) Salesforce.com
7 1 (1.67%) Splunk
7 1 (1.67%) Teradata
West Yorkshire
Parallel Consulting
Rate: Market Rate
Posted: 5 days ago