Period
to 8 April 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 8 April 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
8 Apr 2020
Same period 2019 Same period 2018
Rank 659 794 691
Rank change year-on-year +135 -103 -97
Contract jobs citing Apache Pig 23 83 189
As % of all contract jobs advertised in the UK 0.038% 0.086% 0.19%
As % of the Application Platforms category 0.26% 0.53% 1.13%
Number of daily rates quoted 19 42 134
Median daily rate £500 £538 £550
Median daily rate % change year-on-year -6.98% -2.27% +4.76%
10th Percentile £417 £414 £413
90th Percentile £531 £675 £746
UK excluding London median daily rate £513 £510 £475
% change year-on-year +0.49% +7.37% -
Number of hourly rates quoted 0 0 1
Median hourly rate - - £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 8,791 15,586 16,689
As % of all contract IT jobs advertised in the UK 14.41% 16.08% 16.40%
Number of daily rates quoted 5,502 10,032 11,063
Median daily rate £460 £475 £450
Median daily rate % change year-on-year -3.16% +5.56% +5.88%
10th Percentile £263 £281 £263
90th Percentile £644 £638 £625
UK excluding London median daily rate £425 £430 £408
% change year-on-year -1.16% +5.52% +4.49%
Number of hourly rates quoted 228 311 374
Median hourly rate £22.50 £18.76 £18.80
Median hourly rate % change year-on-year +19.94% -0.19% -1.08%
10th Percentile £11.89 £12.00 £11.25
90th Percentile £53.00 £48.75 £47.50
Median hourly rate £19.90 £17.00 £17.50
% change year-on-year +17.06% -2.86% -7.89%

Apache Pig
Job Vacancy Trend

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

Job vacancy trend for Apache Pig in the UK

Apache Pig
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Apache Pig.

Daily rate trend for Apache Pig in the UK

Apache Pig
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Apache Pig.

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 8 April 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 +127 23 £500 -4.76% 20
London +102 13 £438 -30.00% 15
UK excluding London +108 10 £513 +0.49% 5
North of England +70 7 £513 -12.77% 1
North West +38 5 £513 -12.77%
Work from Home +14 4 £513 - 1
South East +89 2 £494 -0.25% 2
Yorkshire - 2 £450 - 1
South West +37 1 £438 -

For the 6 months to 8 April 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 19 (82.61%) Hadoop
1 19 (82.61%) Apache Hive
2 18 (78.26%) SQL
3 17 (73.91%) Big Data
4 14 (60.87%) Apache Spark
5 12 (52.17%) Python
6 10 (43.48%) Migration
6 10 (43.48%) Apache Flume
6 10 (43.48%) Oozie
7 9 (39.13%) Linux
8 8 (34.78%) PL/SQL
8 8 (34.78%) Data Management
8 8 (34.78%) Kafka
9 7 (30.43%) HDFS
9 7 (30.43%) PySpark
9 7 (30.43%) HBase
9 7 (30.43%) MapReduce
10 6 (26.09%) AWS
10 6 (26.09%) Java
10 6 (26.09%) Unix
10 6 (26.09%) Data Warehouse
10 6 (26.09%) Informatica
11 5 (21.74%) ETL
11 5 (21.74%) Business Intelligence
11 5 (21.74%) Shell Script
11 5 (21.74%) NoSQL
11 5 (21.74%) Data Quality
11 5 (21.74%) MongoDB
11 5 (21.74%) Cloudera
11 5 (21.74%) 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 14 (60.87%) Apache Spark
2 4 (17.39%) Apache
2 4 (17.39%) Apache Airflow
3 3 (13.04%) Oracle Workflow
4 1 (4.35%) Apache Solr
4 1 (4.35%) Luigi
4 1 (4.35%) SAS
Applications
1 1 (4.35%) Microsoft Project
Business Applications
1 1 (4.35%) SAP Oil and Gas
Cloud Services
1 6 (26.09%) AWS
2 4 (17.39%) Amazon EC2
2 4 (17.39%) Amazon S3
2 4 (17.39%) Serverless
3 3 (13.04%) Amazon Kinesis
3 3 (13.04%) Azure
3 3 (13.04%) Azure Data Factory
4 2 (8.70%) AWS CloudTrail
4 2 (8.70%) AWS Lambda
4 2 (8.70%) Azure Active Directory
4 2 (8.70%) Azure Functions
4 2 (8.70%) Virtual Private Cloud
5 1 (4.35%) Boomi
5 1 (4.35%) GCP
5 1 (4.35%) Power Platform
Communications & Networking
1 3 (13.04%) Kerberos
Database & Business Intelligence
1 19 (82.61%) Apache Hive
1 19 (82.61%) Hadoop
2 17 (73.91%) Big Data
3 7 (30.43%) HBase
4 6 (26.09%) Data Warehouse
5 5 (21.74%) Amazon RDS
5 5 (21.74%) MongoDB
5 5 (21.74%) NoSQL
6 4 (17.39%) Apache Cassandra
6 4 (17.39%) Impala
6 4 (17.39%) Sqoop
7 3 (13.04%) Amazon Aurora
7 3 (13.04%) Azure SQL Data Warehouse
7 3 (13.04%) Data Lake
7 3 (13.04%) Presto
7 3 (13.04%) Relational Database
8 2 (8.70%) Amazon Athena
8 2 (8.70%) Amazon DynamoDB
8 2 (8.70%) Cloudera CDH
8 2 (8.70%) Cosmos DB
Development Applications
1 2 (8.70%) Git (software)
1 2 (8.70%) TeamCity
2 1 (4.35%) ER Studio
2 1 (4.35%) ERwin
2 1 (4.35%) JIRA
2 1 (4.35%) PowerDesigner
2 1 (4.35%) Vagrant
General
1 2 (8.70%) Banking
1 2 (8.70%) Finance
2 1 (4.35%) Public Sector
2 1 (4.35%) Telecoms
Job Titles
1 7 (30.43%) Administrator
2 6 (26.09%) Developer
3 5 (21.74%) Data Engineer
3 5 (21.74%) Informatica Administrator
4 4 (17.39%) Architect
5 3 (13.04%) Big Data Developer
6 2 (8.70%) Hadoop Administrator
6 2 (8.70%) Hadoop Architect
6 2 (8.70%) Hadoop Developer
6 2 (8.70%) Python Developer
6 2 (8.70%) Solutions Architect
7 1 (4.35%) Cloud Architect
7 1 (4.35%) Cloud Solutions Architect
7 1 (4.35%) Consultant
7 1 (4.35%) Data Analytics Consultant
7 1 (4.35%) Data Consultant
7 1 (4.35%) Data Scientist
7 1 (4.35%) SAP Architect
7 1 (4.35%) SAP Solutions Architect
7 1 (4.35%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 8 (34.78%) Kafka
2 7 (30.43%) PySpark
3 3 (13.04%) Apache NiFi
4 2 (8.70%) Spark Streaming
4 2 (8.70%) Web Services
5 1 (4.35%) Keras
5 1 (4.35%) Natural Language Processing
5 1 (4.35%) Pandas
5 1 (4.35%) PyTorch
5 1 (4.35%) RabbitMQ
5 1 (4.35%) scikit-learn
Miscellaneous
1 4 (17.39%) Analytical Skills
2 2 (8.70%) Algorithms
2 2 (8.70%) Cloud Native
2 2 (8.70%) Clustering
3 1 (4.35%) Greenfield Project
Operating Systems
1 9 (39.13%) Linux
2 6 (26.09%) Unix
3 4 (17.39%) Windows
4 3 (13.04%) Ubuntu
5 2 (8.70%) Debian
5 2 (8.70%) Red Hat Enterprise Linux
6 1 (4.35%) CentOS
Processes & Methodologies
1 10 (43.48%) Migration
2 8 (34.78%) Data Management
3 7 (30.43%) MapReduce
4 5 (21.74%) Business Intelligence
4 5 (21.74%) ETL
4 5 (21.74%) Project Delivery
4 5 (21.74%) Scorecard
4 5 (21.74%) Visualisation
5 4 (17.39%) Agile Software Development
5 4 (17.39%) Analytics
5 4 (17.39%) Data Transformation
5 4 (17.39%) Data Visualisation
5 4 (17.39%) SDLC
5 4 (17.39%) Workflow
6 3 (13.04%) Artificial Intelligence
6 3 (13.04%) Data Analysis
6 3 (13.04%) Machine Learning
6 3 (13.04%) Mathematics
6 3 (13.04%) Scrum
6 3 (13.04%) Statistics
Programming Languages
1 18 (78.26%) SQL
2 12 (52.17%) Python
3 8 (34.78%) PL/SQL
4 6 (26.09%) Java
5 5 (21.74%) Shell Script
6 3 (13.04%) Perl
6 3 (13.04%) PHP
7 2 (8.70%) C#
7 2 (8.70%) JavaScript
7 2 (8.70%) PowerShell
7 2 (8.70%) Scala
7 2 (8.70%) T-SQL
8 1 (4.35%) Bash Shell
8 1 (4.35%) Java 8
8 1 (4.35%) R
8 1 (4.35%) Ruby
Qualifications
1 1 (4.35%) PhD
Quality Assurance & Compliance
1 5 (21.74%) Data Quality
System Software
1 10 (43.48%) Apache Flume
2 7 (30.43%) HDFS
3 2 (8.70%) Active Directory
3 2 (8.70%) Apache ZooKeeper
4 1 (4.35%) Docker
Systems Management
1 10 (43.48%) Oozie
2 3 (13.04%) Ambari
3 2 (8.70%) Hadoop YARN
3 2 (8.70%) Kubernetes
4 1 (4.35%) Ansible
Vendors
1 6 (26.09%) Informatica
2 5 (21.74%) Cloudera
3 4 (17.39%) Oracle
4 3 (13.04%) Hortonworks
4 3 (13.04%) MuleSoft
4 3 (13.04%) SAP
5 2 (8.70%) BiZZdesign
5 2 (8.70%) Databricks
5 2 (8.70%) Microsoft
5 2 (8.70%) Red Hat
5 2 (8.70%) Salesforce.com
6 1 (4.35%) Cognos
6 1 (4.35%) Dell
6 1 (4.35%) Google
6 1 (4.35%) IBM
6 1 (4.35%) MicroStrategy
6 1 (4.35%) SnapLogic
6 1 (4.35%) Splunk
6 1 (4.35%) Tableau
6 1 (4.35%) Teradata