Period
to 16 February 2020

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 16 February 2020 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
16 Feb 2020
Same period 2019 Same period 2018
Rank 704 795 724
Rank change year-on-year +91 -71 -124
Contract jobs citing Apache Pig 20 84 170
As % of all contract IT jobs advertised in the UK 0.029% 0.085% 0.17%
As % of the Application Platforms category 0.20% 0.52% 1.03%
Number of daily rates quoted 15 41 123
UK median daily rate £475 £575 £550
Median daily rate % change year-on-year -17.39% +4.55% -
10th Percentile £404 £450 £413
90th Percentile £565 £688 £738
UK excluding London median daily rate £500 £475 £488
% change year-on-year +5.26% -2.56% -3.75%
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 9,770 16,016 16,500
As % of all contract IT jobs advertised in the UK 14.36% 16.27% 16.29%
Number of daily rates quoted 6,264 10,348 10,990
UK median daily rate £450 £475 £450
Median daily rate % change year-on-year -5.26% +5.56% +5.88%
10th Percentile £260 £280 £263
90th Percentile £638 £638 £625
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 237 342 394
UK median hourly rate £21.00 £20.00 £19.00
Median hourly rate % change year-on-year +5.00% +5.26% -3.18%
10th Percentile £11.40 £12.00 £11.25
90th Percentile £51.75 £47.80 £47.50
UK excluding London median hourly rate £19.00 £17.50 £18.30
% change year-on-year +8.57% -4.38% -6.14%

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 16 February 2020.

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 9 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 16 February 2020. 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 +87 20 £475 -17.39% 6
UK excluding London +84 10 £500 +5.26% 4
London +82 10 £444 -29.00% 3
North of England +54 6 £513 -18.00% 2
North West +40 4 £513 -18.00% 1
South East +64 2 £494 +19.70% 1
Yorkshire - 2 £450 - 1
East of England +33 1 £400 -
South West +29 1 £438 -

For the 6 months to 16 February 2020, 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 18 (90.00%) Apache Hive
2 17 (85.00%) Hadoop
3 16 (80.00%) Big Data
3 16 (80.00%) SQL
4 12 (60.00%) Apache Spark
5 9 (45.00%) Python
5 9 (45.00%) Migration
5 9 (45.00%) Apache Flume
6 8 (40.00%) Oozie
6 8 (40.00%) Data Management
7 7 (35.00%) PL/SQL
7 7 (35.00%) MapReduce
8 6 (30.00%) MongoDB
8 6 (30.00%) NoSQL
8 6 (30.00%) HDFS
8 6 (30.00%) HBase
8 6 (30.00%) Unix
8 6 (30.00%) Linux
8 6 (30.00%) Agile Software Development
9 5 (25.00%) PySpark
9 5 (25.00%) Shell Script
9 5 (25.00%) Business Intelligence
9 5 (25.00%) ETL
9 5 (25.00%) Informatica
9 5 (25.00%) Kafka
9 5 (25.00%) AWS
9 5 (25.00%) Visualisation
10 4 (20.00%) Mathematics
10 4 (20.00%) Apache Cassandra
10 4 (20.00%) Data Visualisation

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 12 (60.00%) Apache Spark
2 4 (20.00%) Apache Airflow
3 3 (15.00%) Apache
3 3 (15.00%) Oracle Workflow
4 1 (5.00%) Confluence
4 1 (5.00%) Luigi
Applications
1 1 (5.00%) Microsoft Excel
1 1 (5.00%) Microsoft Project
1 1 (5.00%) Spreadsheet
Cloud Services
1 5 (25.00%) AWS
2 3 (15.00%) Amazon Kinesis
3 2 (10.00%) Amazon EC2
3 2 (10.00%) Amazon S3
3 2 (10.00%) AWS CloudTrail
3 2 (10.00%) AWS Lambda
3 2 (10.00%) Serverless
3 2 (10.00%) Virtual Private Cloud
4 1 (5.00%) Amazon EMR
4 1 (5.00%) AWS Data Pipeline
4 1 (5.00%) Azure
4 1 (5.00%) Azure Data Factory
4 1 (5.00%) Boomi
4 1 (5.00%) GCP
4 1 (5.00%) Power Platform
Communications & Networking
1 2 (10.00%) Kerberos
Database & Business Intelligence
1 18 (90.00%) Apache Hive
2 17 (85.00%) Hadoop
3 16 (80.00%) Big Data
4 6 (30.00%) HBase
4 6 (30.00%) MongoDB
4 6 (30.00%) NoSQL
5 4 (20.00%) Apache Cassandra
5 4 (20.00%) Data Warehouse
5 4 (20.00%) Sqoop
6 3 (15.00%) Amazon Aurora
6 3 (15.00%) Amazon RDS
6 3 (15.00%) Presto
6 3 (15.00%) Relational Database
7 2 (10.00%) Amazon Athena
7 2 (10.00%) Amazon DynamoDB
7 2 (10.00%) Amazon Redshift
7 2 (10.00%) Cloudera CDH
8 1 (5.00%) Apache Accumulo
8 1 (5.00%) Oracle BI EE
8 1 (5.00%) SQL Server
Development Applications
1 2 (10.00%) JIRA
2 1 (5.00%) ER Studio
2 1 (5.00%) ERwin
2 1 (5.00%) PowerDesigner
2 1 (5.00%) Vagrant
General
1 2 (10.00%) Finance
2 1 (5.00%) Banking
Job Titles
1 6 (30.00%) Administrator
1 6 (30.00%) Data Engineer
2 4 (20.00%) Informatica Administrator
3 3 (15.00%) Data Scientist
3 3 (15.00%) Developer
3 3 (15.00%) Senior Data Scientist
4 2 (10.00%) Hadoop Administrator
4 2 (10.00%) Machine Learning Scientist
5 1 (5.00%) Analyst
5 1 (5.00%) Architect
5 1 (5.00%) Big Data Engineer
5 1 (5.00%) Business Intelligence Lead
5 1 (5.00%) Data Analyst
5 1 (5.00%) Hadoop Architect
5 1 (5.00%) Hadoop Developer
5 1 (5.00%) Hadoop Engineer
5 1 (5.00%) Java Developer
5 1 (5.00%) Senior Business Intelligence Developer
5 1 (5.00%) Senior Developer
5 1 (5.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 5 (25.00%) Kafka
1 5 (25.00%) PySpark
2 3 (15.00%) Apache NiFi
3 2 (10.00%) Keras
3 2 (10.00%) Natural Language Processing
3 2 (10.00%) Pandas
3 2 (10.00%) PyTorch
3 2 (10.00%) scikit-learn
3 2 (10.00%) Web Services
4 1 (5.00%) RabbitMQ
4 1 (5.00%) Spark Streaming
4 1 (5.00%) TensorFlow
Miscellaneous
1 4 (20.00%) Analytical Skills
2 3 (15.00%) Algorithms
3 2 (10.00%) Clustering
4 1 (5.00%) Greenfield Project
Operating Systems
1 6 (30.00%) Linux
1 6 (30.00%) Unix
2 2 (10.00%) Windows
3 1 (5.00%) CentOS
3 1 (5.00%) Ubuntu
Processes & Methodologies
1 9 (45.00%) Migration
2 8 (40.00%) Data Management
3 7 (35.00%) MapReduce
4 6 (30.00%) Agile Software Development
5 5 (25.00%) Business Intelligence
5 5 (25.00%) ETL
5 5 (25.00%) Visualisation
6 4 (20.00%) Analytics
6 4 (20.00%) Data Transformation
6 4 (20.00%) Data Visualisation
6 4 (20.00%) Mathematics
6 4 (20.00%) Scorecard
6 4 (20.00%) Scrum
6 4 (20.00%) Workflow
7 3 (15.00%) Artificial Intelligence
7 3 (15.00%) Data Analysis
7 3 (15.00%) Data Science
7 3 (15.00%) Problem-Solving
7 3 (15.00%) Project Delivery
7 3 (15.00%) Statistics
Programming Languages
1 16 (80.00%) SQL
2 9 (45.00%) Python
3 7 (35.00%) PL/SQL
4 5 (25.00%) Shell Script
5 4 (20.00%) Java
6 3 (15.00%) Scala
7 1 (5.00%) Bash Shell
7 1 (5.00%) Java 8
7 1 (5.00%) Perl
7 1 (5.00%) PHP
7 1 (5.00%) R
7 1 (5.00%) Ruby
Qualifications
1 2 (10.00%) PhD
2 1 (5.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
System Software
1 9 (45.00%) Apache Flume
2 6 (30.00%) HDFS
3 1 (5.00%) Apache ZooKeeper
3 1 (5.00%) Docker
Systems Management
1 8 (40.00%) Oozie
2 2 (10.00%) Ambari
2 2 (10.00%) Hadoop YARN
3 1 (5.00%) Ansible
Vendors
1 5 (25.00%) Informatica
2 4 (20.00%) Oracle
3 3 (15.00%) Databricks
4 2 (10.00%) Cloudera
4 2 (10.00%) Hortonworks
4 2 (10.00%) Microsoft
5 1 (5.00%) Cognos
5 1 (5.00%) Dell
5 1 (5.00%) Google
5 1 (5.00%) IBM
5 1 (5.00%) MicroStrategy
5 1 (5.00%) MuleSoft
5 1 (5.00%) SAP
5 1 (5.00%) SnapLogic
5 1 (5.00%) Tableau
5 1 (5.00%) Teradata