Period
to 11 November 2019

The following table provides summary statistics for contract job vacancies 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 11 November 2019 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
UK
6 months to
11 Nov 2019
Same period 2018 Same period 2017
Rank 774 791 749
Rank change year-on-year +17 -42 -58
Contract jobs citing Apache Pig 27 92 154
As % of all contract IT jobs advertised in the UK 0.032% 0.090% 0.15%
As % of the Application Platforms category 0.22% 0.53% 0.90%
Number of daily rates quoted 19 59 91
UK median daily rate £500 £575 £550
Median daily rate % change year-on-year -13.04% +4.55% +4.76%
10th Percentile £435 £435 £413
90th Percentile £590 £700 £725
UK excluding London median daily rate £500 £500 £500
Number of hourly rates quoted 0 2 2
UK median hourly rate - £45.00 £45.00
UK excluding London median hourly rate - - £45.00

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Contract vacancies with a requirement for application platform skills 12,423 17,202 17,026
As % of all contract IT jobs advertised in the UK 14.90% 16.86% 16.68%
Number of daily rates quoted 7,995 11,203 11,150
UK median daily rate £450 £450 £450
10th Percentile £258 £275 £263
90th Percentile £638 £625 £602
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% +3.23%
Number of hourly rates quoted 325 384 435
UK median hourly rate £22.50 £22.00 £20.00
Median hourly rate % change year-on-year +2.27% +10.00% -
10th Percentile £11.00 £12.25 £11.00
90th Percentile £51.45 £47.50 £47.83
UK excluding London median hourly rate £21.05 £21.50 £20.00
% change year-on-year -2.12% +7.50% -3.52%

Apache Pig
Job Vacancy Trend

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

Job vacancy trend for Apache Pig in the UK

Apache Pig
Contractor Daily Rate Trend

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

Contractor daily rate trend for Apache Pig in the UK

Apache Pig
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Pig over the 6 months to 11 November 2019.

Contractor daily rate histogram for Apache Pig in the UK

Apache Pig
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache Pig.

Contractor hourly rate trend for Apache Pig in the UK

Apache Pig
Top 11 Contract Locations

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 UK over the 6 months to 11 November 2019. 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
England +21 26 £500 -13.04% 9
UK excluding London +38 19 £500 - 5
South East +39 11 £513 +7.89% 2
London +24 8 £588 +2.17% 7
North of England +34 5 £500 -20.00%
Yorkshire +25 2 £450 -18.18%
North West +10 2 £500 -21.57%
East of England +28 1 £400 -37.25%
Scotland +25 1 - - 3
South West -4 1 £500 +5.26%
North East - 1 £500 -

For the 6 months to 11 November 2019, 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 with a requirement for Apache Pig.

1 21 (77.78%) Apache Hive
2 20 (74.07%) Hadoop
3 19 (70.37%) Big Data
4 16 (59.26%) Apache Spark
5 14 (51.85%) SQL
6 13 (48.15%) Linux
6 13 (48.15%) Python
7 12 (44.44%) AWS
7 12 (44.44%) Oozie
8 10 (37.04%) Unix
9 9 (33.33%) MapReduce
10 8 (29.63%) NoSQL
10 8 (29.63%) Software Engineering
10 8 (29.63%) HBase
10 8 (29.63%) Data Science
11 7 (25.93%) HDFS
12 6 (22.22%) DevOps
12 6 (22.22%) Docker
12 6 (22.22%) Apache ZooKeeper
12 6 (22.22%) Apache Flume
12 6 (22.22%) Continuous Delivery
12 6 (22.22%) Terraform
12 6 (22.22%) Cloud Native
12 6 (22.22%) Apache Cassandra
12 6 (22.22%) Scala
12 6 (22.22%) Java
12 6 (22.22%) PL/SQL
12 6 (22.22%) Migration
12 6 (22.22%) Agile Software Development
13 5 (18.52%) Data Management

Apache Pig
Co-occurring IT Skills 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 16 (59.26%) Apache Spark
2 4 (14.81%) Elasticsearch
3 3 (11.11%) Apache
4 2 (7.41%) Apache Airflow
4 2 (7.41%) Jupyter
5 1 (3.70%) Confluence
5 1 (3.70%) Luigi
5 1 (3.70%) SAS
Applications
1 1 (3.70%) Microsoft Excel
1 1 (3.70%) Microsoft Project
1 1 (3.70%) Spreadsheet
1 1 (3.70%) Weka
Cloud Services
1 12 (44.44%) AWS
2 5 (18.52%) Amazon ECS
3 4 (14.81%) Amazon Glacier
3 4 (14.81%) Azure
4 3 (11.11%) Amazon EMR
5 2 (7.41%) Amazon SageMaker
5 2 (7.41%) AWS Data Pipeline
5 2 (7.41%) GCP
6 1 (3.70%) Amazon Kinesis
6 1 (3.70%) AWS CloudFormation
6 1 (3.70%) AWS Lambda
6 1 (3.70%) Azure Data Factory
6 1 (3.70%) Boomi
6 1 (3.70%) Google Analytics
6 1 (3.70%) Power Platform
6 1 (3.70%) Qubole
6 1 (3.70%) Serverless
Communications & Networking
1 2 (7.41%) Kerberos
Database & Business Intelligence
1 21 (77.78%) Apache Hive
2 20 (74.07%) Hadoop
3 19 (70.37%) Big Data
4 8 (29.63%) HBase
4 8 (29.63%) NoSQL
5 6 (22.22%) Apache Cassandra
6 5 (18.52%) Amazon Redshift
7 4 (14.81%) Sqoop
8 3 (11.11%) Data Mining
8 3 (11.11%) Data Warehouse
8 3 (11.11%) MongoDB
8 3 (11.11%) PostgreSQL
9 2 (7.41%) Cloudera CDH
10 1 (3.70%) Amazon Athena
10 1 (3.70%) Azure SQL Data Warehouse
10 1 (3.70%) BigQuery
10 1 (3.70%) BusinessObjects
10 1 (3.70%) Data Lake
10 1 (3.70%) Power BI
10 1 (3.70%) SQL Navigator
Development Applications
1 2 (7.41%) JIRA
2 1 (3.70%) ER Studio
2 1 (3.70%) ERwin
2 1 (3.70%) PowerDesigner
General
1 3 (11.11%) Finance
2 1 (3.70%) Banking
2 1 (3.70%) Marketing
2 1 (3.70%) Private Banking
2 1 (3.70%) Retail Banking
Job Titles
1 5 (18.52%) Administrator
1 5 (18.52%) Data Engineer
2 4 (14.81%) Cloud Engineer
2 4 (14.81%) Data Scientist
3 3 (11.11%) Informatica Administrator
3 3 (11.11%) Python Engineer
3 3 (11.11%) Senior Data Scientist
4 2 (7.41%) AWS Engineer
4 2 (7.41%) Business Intelligence Lead
4 2 (7.41%) Developer
4 2 (7.41%) DevOps Engineer
4 2 (7.41%) Hadoop Administrator
4 2 (7.41%) Machine Learning Scientist
4 2 (7.41%) Technical Leader
5 1 (3.70%) Analyst
5 1 (3.70%) Business Intelligence Developer
5 1 (3.70%) JavaScript Developer
5 1 (3.70%) Python Software Engineer
5 1 (3.70%) Senior Developer
5 1 (3.70%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (18.52%) Pandas
2 3 (11.11%) scikit-learn
3 2 (7.41%) Keras
3 2 (7.41%) Natural Language Processing
3 2 (7.41%) NumPy
3 2 (7.41%) PySpark
3 2 (7.41%) PyTorch
4 1 (3.70%) D3.js
4 1 (3.70%) ggplot
4 1 (3.70%) Kafka
4 1 (3.70%) Matplotlib
4 1 (3.70%) Node.js
4 1 (3.70%) STL
4 1 (3.70%) TensorFlow
4 1 (3.70%) Web Services
Miscellaneous
1 6 (22.22%) Cloud Native
2 5 (18.52%) Greenfield Project
3 3 (11.11%) Algorithms
3 3 (11.11%) Analytical Skills
4 2 (7.41%) Clustering
5 1 (3.70%) Data Centre
5 1 (3.70%) Private Cloud
5 1 (3.70%) Public Cloud
Operating Systems
1 13 (48.15%) Linux
2 10 (37.04%) Unix
3 4 (14.81%) Windows
4 2 (7.41%) Android
4 2 (7.41%) Apple iOS
4 2 (7.41%) Mac OS X
5 1 (3.70%) CentOS
5 1 (3.70%) Ubuntu
Processes & Methodologies
1 9 (33.33%) MapReduce
2 8 (29.63%) Data Science
2 8 (29.63%) Software Engineering
3 6 (22.22%) Agile Software Development
3 6 (22.22%) Continuous Delivery
3 6 (22.22%) DevOps
3 6 (22.22%) Migration
4 5 (18.52%) Configuration Management
4 5 (18.52%) Continuous Integration
4 5 (18.52%) Data Analysis
4 5 (18.52%) Data Management
4 5 (18.52%) Data Modelling
4 5 (18.52%) ETL
4 5 (18.52%) Scrum
4 5 (18.52%) Visualisation
5 4 (14.81%) Analytics
5 4 (14.81%) Business Intelligence
5 4 (14.81%) Computer Science
5 4 (14.81%) Deployment Automation
5 4 (14.81%) Machine Learning
Programming Languages
1 14 (51.85%) SQL
2 13 (48.15%) Python
3 6 (22.22%) Java
3 6 (22.22%) PL/SQL
3 6 (22.22%) Scala
4 4 (14.81%) R
4 4 (14.81%) Shell Script
5 2 (7.41%) Bash Shell
5 2 (7.41%) C
5 2 (7.41%) JavaScript
6 1 (3.70%) C#
6 1 (3.70%) C++
6 1 (3.70%) MATLAB
6 1 (3.70%) Objective-C
6 1 (3.70%) Perl
6 1 (3.70%) PHP
6 1 (3.70%) Ruby
Qualifications
1 3 (11.11%) Degree
2 2 (7.41%) DV Cleared
2 2 (7.41%) PhD
2 2 (7.41%) SC Cleared
2 2 (7.41%) Security Cleared
3 1 (3.70%) Computer Science Degree
Quality Assurance & Compliance
1 3 (11.11%) Data Quality
System Software
1 7 (25.93%) HDFS
2 6 (22.22%) Apache Flume
2 6 (22.22%) Apache ZooKeeper
2 6 (22.22%) Docker
Systems Management
1 12 (44.44%) Oozie
2 6 (22.22%) Terraform
3 5 (18.52%) Ansible
3 5 (18.52%) Kubernetes
3 5 (18.52%) Puppet
4 3 (11.11%) Ambari
5 2 (7.41%) Hadoop YARN
6 1 (3.70%) Opscode Chef
Vendors
1 5 (18.52%) Google
2 4 (14.81%) Informatica
3 3 (11.11%) Databricks
4 2 (7.41%) Cloudera
4 2 (7.41%) Hortonworks
4 2 (7.41%) Microsoft
4 2 (7.41%) Oracle
5 1 (3.70%) Cognos
5 1 (3.70%) Dell
5 1 (3.70%) IBM
5 1 (3.70%) MicroStrategy
5 1 (3.70%) MuleSoft
5 1 (3.70%) Palantir
5 1 (3.70%) SAP
5 1 (3.70%) SnapLogic
5 1 (3.70%) Tableau
5 1 (3.70%) Teradata