Period
to 4 March 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 6 months to 4 March 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 798 997 848
Rank change year-on-year +199 -149 +122
Permanent jobs citing Apache Pig 23 33 272
As % of all permanent jobs advertised in the UK 0.030% 0.027% 0.18%
As % of the Application Platforms category 0.22% 0.18% 1.16%
Number of salaries quoted 5 19 235
Median annual salary £80,000 £65,000 £82,500
Median salary % change year-on-year +23.08% -21.21% +26.92%
10th Percentile £56,750 £45,000 £45,000
90th Percentile £105,750 £130,500 £109,000
UK excluding London median annual salary £95,000 £62,500 £50,000
% change year-on-year +52.00% +25.00% -

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

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 10,332 18,013 23,525
As % of all permanent IT jobs advertised in the UK 13.60% 14.64% 15.63%
Number of salaries quoted 8,133 14,587 18,948
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +3.09%
10th Percentile £31,250 £28,000 £28,250
90th Percentile £87,500 £85,000 £85,000
UK excluding London median annual salary £46,500 £45,000 £43,000
% change year-on-year +3.33% +4.65% +2.38%

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
Salary Trend

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

Salary trend for Apache Pig in the UK

Apache Pig
Salary Histogram

Salary distribution for jobs citing Apache Pig over the 6 months to 4 March 2021.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the UK over the 6 months to 4 March 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +193 23 £80,000 +23.08% 4
London +171 22 £69,250 -1.07% 2
UK excluding London +156 1 £95,000 +52.00% 2
South East +124 1 £95,000 +52.00%
Work from Home - 1 £58,500 -

For the 6 months to 4 March 2021, IT 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 permanent job ads with a requirement for Apache Pig.

1 23 (100.00%) Hadoop
1 23 (100.00%) Big Data
1 23 (100.00%) Apache Spark
2 22 (95.65%) AWS
2 22 (95.65%) SQL
3 21 (91.30%) Python
4 12 (52.17%) Azure
4 12 (52.17%) Kafka
4 12 (52.17%) Data Strategy
5 11 (47.83%) Data Science
5 11 (47.83%) Machine Learning
5 11 (47.83%) Analytics
5 11 (47.83%) Analytical Skills
5 11 (47.83%) Data Architecture
5 11 (47.83%) NoSQL
5 11 (47.83%) Java
5 11 (47.83%) ETL
5 11 (47.83%) Agile Software Development
6 10 (43.48%) Mathematics
6 10 (43.48%) Physics
6 10 (43.48%) Computer Science
6 10 (43.48%) Continuous Integration
6 10 (43.48%) C++
6 10 (43.48%) Data Extraction
6 10 (43.48%) Amazon Kinesis
6 10 (43.48%) Statistical Modelling
6 10 (43.48%) Apache Airflow
6 10 (43.48%) Luigi
6 10 (43.48%) Continuous Delivery
7 9 (39.13%) Databricks

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 23 (100.00%) Apache Spark
2 10 (43.48%) Apache Airflow
2 10 (43.48%) Luigi
3 8 (34.78%) SAS
4 1 (4.35%) Apache
4 1 (4.35%) Jupyter
Applications
1 8 (34.78%) SPSS
Cloud Services
1 22 (95.65%) AWS
2 12 (52.17%) Azure
3 10 (43.48%) Amazon Kinesis
4 4 (17.39%) GCP
5 2 (8.70%) Cloud Computing
6 1 (4.35%) Azure Active Directory
6 1 (4.35%) Azure Functions
6 1 (4.35%) Azure Machine Learning
6 1 (4.35%) Data Lake Analytics
6 1 (4.35%) IaaS
6 1 (4.35%) Logic Apps
6 1 (4.35%) PaaS
6 1 (4.35%) Power Platform
6 1 (4.35%) Serverless
Database & Business Intelligence
1 23 (100.00%) Big Data
1 23 (100.00%) Hadoop
2 11 (47.83%) NoSQL
3 9 (39.13%) Apache Cassandra
3 9 (39.13%) QlikView
3 9 (39.13%) Tableau
4 8 (34.78%) Data Mining
4 8 (34.78%) Text Mining
5 5 (21.74%) Apache Hive
6 4 (17.39%) MongoDB
7 3 (13.04%) HBase
8 2 (8.70%) Amazon DynamoDB
8 2 (8.70%) Impala
8 2 (8.70%) Relational Database
8 2 (8.70%) SQL Server
8 2 (8.70%) Triplestore
9 1 (4.35%) Data Warehouse
9 1 (4.35%) MySQL
9 1 (4.35%) OLAP
9 1 (4.35%) OLTP
Development Applications
1 1 (4.35%) ER Studio
1 1 (4.35%) ERwin
1 1 (4.35%) Git (software)
1 1 (4.35%) Jenkins
1 1 (4.35%) Visual Studio Team System
General
1 8 (34.78%) Law
2 2 (8.70%) Electronics
3 1 (4.35%) Manufacturing
3 1 (4.35%) Pharmaceutical
3 1 (4.35%) Public Sector
Job Titles
1 8 (34.78%) Data Scientist
2 5 (21.74%) Data Engineer
3 3 (13.04%) Architect
4 2 (8.70%) Data Architect
5 1 (4.35%) Analytics Consultant
5 1 (4.35%) Cloud Architect
5 1 (4.35%) Consultant
5 1 (4.35%) Data Analytics Architect
5 1 (4.35%) Data Analytics Consultant
5 1 (4.35%) Data Consultant
5 1 (4.35%) Management Consultant
5 1 (4.35%) Senior Architect
5 1 (4.35%) Senior Consultant
5 1 (4.35%) Senior Data Analytics Consultant
5 1 (4.35%) Senior Data Architect
5 1 (4.35%) Senior Management Consultant
5 1 (4.35%) Web Specialist
Libraries, Frameworks & Software Standards
1 12 (52.17%) Kafka
2 2 (8.70%) NumPy
2 2 (8.70%) Pandas
2 2 (8.70%) REST
3 1 (4.35%) Anaconda
3 1 (4.35%) Apache Tez
3 1 (4.35%) Natural Language Processing
3 1 (4.35%) TensorFlow
Miscellaneous
1 11 (47.83%) Analytical Skills
2 2 (8.70%) Semantic Web
3 1 (4.35%) Hybrid Cloud
3 1 (4.35%) Reference Data
Processes & Methodologies
1 12 (52.17%) Data Strategy
2 11 (47.83%) Agile Software Development
2 11 (47.83%) Analytics
2 11 (47.83%) Data Architecture
2 11 (47.83%) Data Science
2 11 (47.83%) ETL
2 11 (47.83%) Machine Learning
3 10 (43.48%) Computer Science
3 10 (43.48%) Continuous Delivery
3 10 (43.48%) Continuous Integration
3 10 (43.48%) Data Extraction
3 10 (43.48%) Mathematics
3 10 (43.48%) Physics
3 10 (43.48%) Statistical Modelling
4 9 (39.13%) Predictive Analytics
4 9 (39.13%) Visualisation
5 8 (34.78%) Economics
5 8 (34.78%) Operations Research
5 8 (34.78%) Problem-Solving
5 8 (34.78%) Statistics
Programming Languages
1 22 (95.65%) SQL
2 21 (91.30%) Python
3 11 (47.83%) Java
4 10 (43.48%) C++
5 8 (34.78%) C
5 8 (34.78%) C#
5 8 (34.78%) F#
5 8 (34.78%) Perl
6 3 (13.04%) R
6 3 (13.04%) Scala
Qualifications
1 8 (34.78%) Degree
2 2 (8.70%) PhD
3 1 (4.35%) SC Cleared
3 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 1 (4.35%) Data Quality
System Software
1 2 (8.70%) HDFS
2 1 (4.35%) Active Directory
2 1 (4.35%) Apache Flume
2 1 (4.35%) Docker
Systems Management
1 1 (4.35%) Kubernetes
Vendors
1 9 (39.13%) Databricks
2 8 (34.78%) Cloudera
3 3 (13.04%) Google
4 2 (8.70%) Ab Initio
4 2 (8.70%) Informatica
5 1 (4.35%) Cognos
5 1 (4.35%) Microsoft
5 1 (4.35%) MicroStrategy
5 1 (4.35%) Oracle
5 1 (4.35%) Talend
5 1 (4.35%) TIBCO