Period
to 18 August 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 6 months to 18 August 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 Pig
Yorkshire > West Yorkshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 160 - -
Rank change year-on-year - - +178
Contract jobs citing Apache Pig 7 0 0
As % of all contract IT jobs advertised in West Yorkshire 0.21% - -
As % of the Application Platforms category 1.35% - -
Number of daily rates quoted 3 0 0
West Yorkshire median daily rate £500 - -
Yorkshire median daily rate £500 - £550
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in West Yorkshire with a requirement for application platform skills.

All Application Platform Skills
West Yorkshire
Contract vacancies with a requirement for application platform skills 520 437 653
As % of all contract IT jobs advertised in West Yorkshire 15.26% 15.36% 16.20%
Number of daily rates quoted 338 280 424
West Yorkshire median daily rate £425 £412 £400
Median daily rate % change year-on-year +3.16% +3.00% +10.34%
10th Percentile £295 £295 £263
90th Percentile £563 £538 £535
Yorkshire median daily rate £425 £400 £413
% change year-on-year +6.25% -3.03% +17.86%
Number of hourly rates quoted 17 16 13
West Yorkshire median hourly rate £24.00 £17.20 £14.50
Median hourly rate % change year-on-year +39.58% +18.59% +6.66%
10th Percentile £9.90 £9.25 £9.20
90th Percentile £36.05 £27.88 £31.35
Yorkshire median hourly rate £23.42 £17.00 £17.63
% change year-on-year +37.74% -3.55% +35.58%

Apache Pig
Job Vacancy Trend in West Yorkshire

Job postings citing Apache Pig as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Apache Pig in West Yorkshire

Apache Pig
Contractor Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Pig in West Yorkshire.

Contractor daily rate trend for Apache Pig in West Yorkshire

Apache Pig
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Apache Pig in West Yorkshire over the 6 months to 18 August 2018.

Contractor daily rate histogram for Apache Pig in West Yorkshire

Apache Pig
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Pig within the West Yorkshire region over the 6 months to 18 August 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
Leeds - 7 £500 -
Apache Pig
Yorkshire

For the 6 months to 18 August 2018, IT contractor jobs citing Apache Pig 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 West Yorkshire region with a requirement for Apache Pig.

1 7 (100.00%) Hadoop
1 7 (100.00%) Apache Hive
2 6 (85.71%) Big Data
3 5 (71.43%) Amazon AWS
3 5 (71.43%) Puppet
3 5 (71.43%) Python
3 5 (71.43%) Ansible
3 5 (71.43%) Apache Spark
4 4 (57.14%) Google
4 4 (57.14%) Microsoft Azure
5 2 (28.57%) HBase
6 1 (14.29%) Machine Learning
6 1 (14.29%) Kafka
6 1 (14.29%) Analytics
6 1 (14.29%) Ambari
6 1 (14.29%) Elasticsearch
6 1 (14.29%) MongoDB
6 1 (14.29%) Apache Cassandra
6 1 (14.29%) CloudFront
6 1 (14.29%) jQuery
6 1 (14.29%) Unit Testing
6 1 (14.29%) Test Automation
6 1 (14.29%) RESTful
6 1 (14.29%) Scala
6 1 (14.29%) Agile Software Development
6 1 (14.29%) Data Analysis
6 1 (14.29%) Software Engineering
6 1 (14.29%) Data Modelling
6 1 (14.29%) MATLAB
6 1 (14.29%) Java

Apache Pig
Co-occurring IT Skills in West 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 5 (71.43%) Apache Spark
2 1 (14.29%) Elasticsearch
Cloud Services
1 5 (71.43%) Amazon AWS
2 4 (57.14%) Microsoft Azure
3 1 (14.29%) AWS CloudFormation
3 1 (14.29%) CloudFront
Database & Business Intelligence
1 7 (100.00%) Apache Hive
1 7 (100.00%) Hadoop
2 6 (85.71%) Big Data
3 2 (28.57%) HBase
4 1 (14.29%) Apache Cassandra
4 1 (14.29%) MongoDB
4 1 (14.29%) MySQL
4 1 (14.29%) Relational Database
Job Titles
1 5 (71.43%) Apache Spark Developer
1 5 (71.43%) Big Data Developer
1 5 (71.43%) Developer
2 4 (57.14%) Python Developer
3 1 (14.29%) Data Scientist
3 1 (14.29%) Hadoop Developer
3 1 (14.29%) Lead Software Engineer
3 1 (14.29%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (14.29%) jQuery
1 1 (14.29%) Kafka
1 1 (14.29%) RESTful
Miscellaneous
1 1 (14.29%) Greenfield Project
Processes & Methodologies
1 1 (14.29%) Agile Software Development
1 1 (14.29%) Analytics
1 1 (14.29%) API Integration
1 1 (14.29%) Data Analysis
1 1 (14.29%) Data Modelling
1 1 (14.29%) Data Science
1 1 (14.29%) Deployment Automation
1 1 (14.29%) Functional Programming
1 1 (14.29%) Machine Learning
1 1 (14.29%) Software Engineering
1 1 (14.29%) Test Automation
1 1 (14.29%) Unit Testing
1 1 (14.29%) Visual Analytics
Programming Languages
1 5 (71.43%) Python
2 1 (14.29%) Java
2 1 (14.29%) JavaScript
2 1 (14.29%) MATLAB
2 1 (14.29%) PHP
2 1 (14.29%) PL/SQL
2 1 (14.29%) Scala
2 1 (14.29%) SQL
Systems Management
1 5 (71.43%) Ansible
1 5 (71.43%) Puppet
2 1 (14.29%) Ambari
2 1 (14.29%) Hadoop YARN
2 1 (14.29%) Opscode Chef
Vendors
1 4 (57.14%) Google
2 1 (14.29%) Oracle