Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East 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 20 November 2017 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
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 355 328 392
Rank change year-on-year -27 +64 -16
Contract jobs citing Apache Pig 17 50 6
As % of all contract IT jobs advertised in the South East 0.10% 0.30% 0.031%
As % of the Application Platforms category 0.58% 1.65% 0.17%
Number of daily rates quoted 11 14 4
South East median daily rate £560 £538 £438
Median daily rate % change year-on-year +4.09% +22.97% -9.79%
10th Percentile £475 £323 £286
90th Percentile £594 £643 £575
England median daily rate £550 £526 £525
% change year-on-year +4.66% +0.10% -4.55%
Number of hourly rates quoted 2 0 0
South East median hourly rate £45.00 - -
England median hourly rate £45.00 - £33.55

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 the South East with a requirement for application platform skills.

All Application Platform Skills
South East
Contract vacancies with a requirement for application platform skills 2948 3034 3546
As % of all contract IT jobs advertised in the South East 17.63% 18.39% 18.28%
Number of daily rates quoted 1760 1793 2117
South East median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +3.45%
10th Percentile £250 £250 £225
90th Percentile £550 £550 £525
England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +5.26%
Number of hourly rates quoted 105 123 114
South East median hourly rate £19.34 £22.50 £18.50
Median hourly rate % change year-on-year -14.04% +21.62% +13.57%
10th Percentile £11.25 £12.25 £12.00
90th Percentile £48.75 £57.50 £40.11
England median hourly rate £20.71 £20.00 £19.50
% change year-on-year +3.53% +2.56% +8.33%

Apache Pig
Job Vacancy Trend in the South East

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Apache Pig in the South East

Apache Pig
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Apache Pig in the South East

Apache Pig
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Apache Pig in the South East over the 6 months to 20 November 2017.

Contractor daily rate histogram for Apache Pig in the South East

Apache Pig
Contract Job Locations in the South East

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 South East region over the 6 months to 20 November 2017. 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
Surrey -30 8 £570 +8.57% 2
Thames Valley -17 6 £500 +6.61% 1
Buckinghamshire -35 4 - - 1
Hampshire +6 1 £500 -16.67%
Middlesex +6 1 £580 -
Berkshire +2 1 £450 +5.88%
Oxfordshire - 1 £550 -
East Sussex - 1 £650 -
Apache Pig
England

For the 6 months to 20 November 2017, IT contractor jobs citing Apache Pig 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 South East region with a requirement for Apache Pig.

1 17 (100.00%) Apache Hive
2 16 (94.12%) Hadoop
3 15 (88.24%) MapReduce
3 15 (88.24%) Big Data
4 13 (76.47%) Apache Spark
5 11 (64.71%) Apache Flume
5 11 (64.71%) SQL
6 10 (58.82%) Finance
6 10 (58.82%) Cloudera
6 10 (58.82%) Kafka
6 10 (58.82%) HBase
7 8 (47.06%) Tableau
7 8 (47.06%) Analytics
7 8 (47.06%) Sqoop
8 7 (41.18%) HDFS
8 7 (41.18%) Hortonworks
8 7 (41.18%) Hadoop YARN
8 7 (41.18%) XML
9 6 (35.29%) SAP
9 6 (35.29%) Java
9 6 (35.29%) SAP BW
9 6 (35.29%) Validation
9 6 (35.29%) SAP Data Services
9 6 (35.29%) Information Management
9 6 (35.29%) Technical Architecture
9 6 (35.29%) Oozie
10 5 (29.41%) MapR
10 5 (29.41%) Visualisation
10 5 (29.41%) J2EE
11 4 (23.53%) Python

Apache Pig
Co-occurring IT Skills in the South East 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 13 (76.47%) Apache Spark
2 3 (17.65%) Apache
2 3 (17.65%) Jupyter
Applications
1 1 (5.88%) GNU Octave
Cloud Services
1 4 (23.53%) Slack
2 3 (17.65%) Amazon AWS
3 1 (5.88%) Amazon S3
3 1 (5.88%) Data Lake Analytics
3 1 (5.88%) Google Cloud Platform
Database & Business Intelligence
1 17 (100.00%) Apache Hive
2 16 (94.12%) Hadoop
3 15 (88.24%) Big Data
4 10 (58.82%) HBase
5 8 (47.06%) Sqoop
6 6 (35.29%) SAP BW
6 6 (35.29%) SAP Data Services
7 4 (23.53%) MongoDB
8 3 (17.65%) Impala
8 3 (17.65%) Mahout
9 2 (11.76%) Data Lake
10 1 (5.88%) Amazon DynamoDB
10 1 (5.88%) Amazon Redshift
10 1 (5.88%) BigQuery
10 1 (5.88%) Data Warehouse
10 1 (5.88%) Relational Database
Development Applications
1 2 (11.76%) Git (software)
1 2 (11.76%) Jenkins
2 1 (5.88%) JIRA
General
1 10 (58.82%) Finance
2 3 (17.65%) Banking
3 2 (11.76%) Electronics
4 1 (5.88%) Pharmaceutical
Job Titles
1 11 (64.71%) Architect
2 7 (41.18%) Technical Architect
3 5 (29.41%) Data Architect
3 5 (29.41%) Data Scientist
4 4 (23.53%) Big Data Architect
4 4 (23.53%) Test Architect
5 2 (11.76%) Test Automation Architect
6 1 (5.88%) Administrator
6 1 (5.88%) Cloud Architect
6 1 (5.88%) Cloud Solutions Architect
6 1 (5.88%) Data Administrator
6 1 (5.88%) Data Analytics Architect
6 1 (5.88%) Developer
6 1 (5.88%) Hadoop Administrator
6 1 (5.88%) Hadoop Architect
6 1 (5.88%) Linux Administrator
6 1 (5.88%) Research Scientist
6 1 (5.88%) Technical Developer
Libraries, Frameworks & Software Standards
1 10 (58.82%) Kafka
2 7 (41.18%) XML
3 5 (29.41%) J2EE
4 4 (23.53%) Cascading
4 4 (23.53%) Pandas
5 3 (17.65%) NumPy
5 3 (17.65%) scikit-learn
6 2 (11.76%) Matplotlib
6 2 (11.76%) Seaborn
7 1 (5.88%) Bokeh
7 1 (5.88%) D3.js
7 1 (5.88%) PyMC3
7 1 (5.88%) Web Services
Miscellaneous
1 1 (5.88%) Analytical Skills
1 1 (5.88%) Computer Science
1 1 (5.88%) Fintech
1 1 (5.88%) Management Information System
Operating Systems
1 1 (5.88%) Debian
1 1 (5.88%) Linux
1 1 (5.88%) Red Hat Enterprise Linux
1 1 (5.88%) Ubuntu
Processes & Methodologies
1 15 (88.24%) MapReduce
2 8 (47.06%) Analytics
3 6 (35.29%) Information Management
3 6 (35.29%) Technical Architecture
3 6 (35.29%) Validation
4 5 (29.41%) Visualisation
5 4 (23.53%) BDD
5 4 (23.53%) Continuous Integration
5 4 (23.53%) ETL
5 4 (23.53%) TDD
5 4 (23.53%) Test Automation
6 3 (17.65%) Workflow
7 2 (11.76%) Agile Software Development
7 2 (11.76%) Continuous Deployment
7 2 (11.76%) Data Modelling
7 2 (11.76%) E-Commerce
7 2 (11.76%) Machine Learning
7 2 (11.76%) Mentoring
7 2 (11.76%) Performance Testing
7 2 (11.76%) Test Strategy
Programming Languages
1 11 (64.71%) SQL
2 6 (35.29%) Java
3 4 (23.53%) HiveQL
3 4 (23.53%) Python
4 3 (17.65%) Scala
5 2 (11.76%) C
6 1 (5.88%) C++
6 1 (5.88%) R
Qualifications
1 1 (5.88%) PhD
Quality Assurance & Compliance
1 2 (11.76%) QA
2 1 (5.88%) Data Quality
System Software
1 11 (64.71%) Apache Flume
2 7 (41.18%) HDFS
Systems Management
1 7 (41.18%) Hadoop YARN
2 6 (35.29%) Oozie
3 1 (5.88%) Ambari
3 1 (5.88%) Opscode Chef
3 1 (5.88%) Puppet
Vendors
1 10 (58.82%) Cloudera
2 8 (47.06%) Tableau
3 7 (41.18%) Hortonworks
4 6 (35.29%) SAP
5 5 (29.41%) MapR
6 1 (5.88%) Google
6 1 (5.88%) Red Hat