Period
to 15 May 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 15 May 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
15 May 2021
Same period 2020 Same period 2019
Rank 862 903 778
Rank change year-on-year +41 -125 +173
Permanent jobs citing Apache Pig 41 25 332
As % of all permanent jobs advertised in the UK 0.045% 0.026% 0.23%
As % of the Application Platforms category 0.33% 0.18% 1.49%
Number of salaries quoted 11 13 270
10th Percentile £67,500 £56,900 £59,875
25th Percentile £72,500 £62,500 £67,500
Median annual salary (50th Percentile) £80,000 £70,000 £85,000
Median % change year-on-year +14.29% -17.65% +30.77%
75th Percentile £95,000 £86,250 £102,813
90th Percentile £102,500 £127,500 £113,750
UK excluding London median annual salary £90,000 £65,000 £51,250
% change year-on-year +38.46% +26.83% +2.50%

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 12,288 13,912 22,247
As % of all permanent IT jobs advertised in the UK 13.57% 14.43% 15.38%
Number of salaries quoted 9,067 11,131 17,547
10th Percentile £31,250 £30,000 £28,250
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £53,000 £52,500 £50,000
Median % change year-on-year +0.95% +5.00% -
75th Percentile £73,375 £71,250 £68,750
90th Percentile £87,500 £86,250 £85,000
UK excluding London median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% +1.18%

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 15 May 2021.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 7 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 15 May 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 +48 41 £80,000 +14.29% 10
London +69 37 £75,000 +7.14% 6
Work from Home - 7 £90,000 -
UK excluding London +16 4 £90,000 +38.46% 4
South East +50 3 £90,000 - 1
Midlands -12 1 £70,000 +7.69% 1
East Midlands - 1 £70,000 -

For the 6 months to 15 May 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 39 (95.12%) SQL
2 38 (92.68%) Hadoop
2 38 (92.68%) Apache Spark
3 36 (87.80%) AWS
3 36 (87.80%) Big Data
4 34 (82.93%) Python
5 26 (63.41%) Agile Software Development
6 24 (58.54%) ETL
6 24 (58.54%) Data Pipeline
7 23 (56.10%) Data Architecture
8 22 (53.66%) Continuous Integration
8 22 (53.66%) Kafka
8 22 (53.66%) Continuous Delivery
8 22 (53.66%) Apache Airflow
9 20 (48.78%) Luigi
9 20 (48.78%) Amazon Kinesis
9 20 (48.78%) Data Strategy
9 20 (48.78%) Data Extraction
10 17 (41.46%) Azure
11 16 (39.02%) Java
12 15 (36.59%) Analytics
13 13 (31.71%) NoSQL
14 12 (29.27%) Tableau
14 12 (29.27%) Computer Science
14 12 (29.27%) Data Management
14 12 (29.27%) Advertising
15 11 (26.83%) Visualisation
15 11 (26.83%) Apache Cassandra
15 11 (26.83%) Apache Hive
15 11 (26.83%) Machine Learning

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 38 (92.68%) Apache Spark
2 22 (53.66%) Apache Airflow
3 20 (48.78%) Luigi
4 8 (19.51%) SAS
5 4 (9.76%) Apache
Applications
1 8 (19.51%) SPSS
2 1 (2.44%) Weka
Cloud Services
1 36 (87.80%) AWS
2 20 (48.78%) Amazon Kinesis
3 17 (41.46%) Azure
4 7 (17.07%) GCP
5 4 (9.76%) Power Platform
6 2 (4.88%) AWS Lambda
6 2 (4.88%) AWS Step Functions
6 2 (4.88%) Azure Data Factory
6 2 (4.88%) Azure Functions
6 2 (4.88%) Azure Synapse Analytics
6 2 (4.88%) Cloud Computing
6 2 (4.88%) Serverless
Database & Business Intelligence
1 38 (92.68%) Hadoop
2 36 (87.80%) Big Data
3 13 (31.71%) NoSQL
4 12 (29.27%) Tableau
5 11 (26.83%) Apache Cassandra
5 11 (26.83%) Apache Hive
6 10 (24.39%) QlikView
7 9 (21.95%) Data Mining
7 9 (21.95%) MongoDB
8 8 (19.51%) Text Mining
9 5 (12.20%) HBase
10 4 (9.76%) Power BI
10 4 (9.76%) Sqoop
11 2 (4.88%) Amazon DynamoDB
11 2 (4.88%) Amazon Redshift
11 2 (4.88%) Azure SQL Data Warehouse
11 2 (4.88%) Data Lake
11 2 (4.88%) Impala
11 2 (4.88%) Relational Database
11 2 (4.88%) Triplestore
Development Applications
1 2 (4.88%) ER Studio
1 2 (4.88%) ERwin
1 2 (4.88%) Jenkins
1 2 (4.88%) JIRA
1 2 (4.88%) PowerDesigner
1 2 (4.88%) TeamCity
General
1 12 (29.27%) Advertising
2 11 (26.83%) Analytical Skills
3 10 (24.39%) Social Skills
4 8 (19.51%) Law
5 2 (4.88%) Electronics
5 2 (4.88%) Legal
5 2 (4.88%) Presentation Skills
6 1 (2.44%) Documentation Skills
6 1 (2.44%) Influencing Skills
Job Titles
1 17 (41.46%) Data Engineer
2 9 (21.95%) Data Scientist
3 5 (12.20%) Architect
4 2 (4.88%) Applications Architect
4 2 (4.88%) Azure Architect
4 2 (4.88%) Cloud Architect
4 2 (4.88%) Cloud Engineer
4 2 (4.88%) Data Architect
4 2 (4.88%) Developer
4 2 (4.88%) DevOps Architect
4 2 (4.88%) Full Stack Developer
4 2 (4.88%) Security Engineer
5 1 (2.44%) Senior Architect
5 1 (2.44%) Senior Data Architect
5 1 (2.44%) Senior Data Scientist
5 1 (2.44%) Web Specialist
Libraries, Frameworks & Software Standards
1 22 (53.66%) Kafka
2 5 (12.20%) OLE
3 4 (9.76%) CSS
3 4 (9.76%) HTML
3 4 (9.76%) Node.js
4 3 (7.32%) NumPy
5 2 (4.88%) AngularJS
5 2 (4.88%) J2EE
5 2 (4.88%) JSON
5 2 (4.88%) Laravel
5 2 (4.88%) Middleware
5 2 (4.88%) Nuxt
5 2 (4.88%) Pandas
5 2 (4.88%) PySpark
5 2 (4.88%) React
5 2 (4.88%) REST
5 2 (4.88%) SAML
5 2 (4.88%) Symfony
5 2 (4.88%) Vue.js
5 2 (4.88%) XML
Miscellaneous
1 4 (9.76%) Data Structures
2 3 (7.32%) Algorithms
3 2 (4.88%) Derivative
3 2 (4.88%) Mobile App
3 2 (4.88%) Public Cloud
3 2 (4.88%) Semantic Web
3 2 (4.88%) User Experience
4 1 (2.44%) Management Information System
Processes & Methodologies
1 26 (63.41%) Agile Software Development
2 24 (58.54%) Data Pipeline
2 24 (58.54%) ETL
3 23 (56.10%) Data Architecture
4 22 (53.66%) Continuous Delivery
4 22 (53.66%) Continuous Integration
5 20 (48.78%) Data Extraction
5 20 (48.78%) Data Strategy
6 15 (36.59%) Analytics
7 12 (29.27%) Computer Science
7 12 (29.27%) Data Management
8 11 (26.83%) Data Science
8 11 (26.83%) Machine Learning
8 11 (26.83%) Visualisation
9 10 (24.39%) Mathematics
9 10 (24.39%) Physics
9 10 (24.39%) Statistical Modelling
10 9 (21.95%) Statistics
11 8 (19.51%) Economics
11 8 (19.51%) Operations Research
Programming Languages
1 39 (95.12%) SQL
2 34 (82.93%) Python
3 16 (39.02%) Java
4 10 (24.39%) C++
5 8 (19.51%) C
5 8 (19.51%) C#
5 8 (19.51%) F#
5 8 (19.51%) Perl
5 8 (19.51%) R
6 4 (9.76%) JavaScript
6 4 (9.76%) Scala
7 2 (4.88%) PHP
8 1 (2.44%) MATLAB
Qualifications
1 10 (24.39%) Degree
2 2 (4.88%) Computer Science Degree
2 2 (4.88%) PhD
Quality Assurance & Compliance
1 2 (4.88%) COBIT
1 2 (4.88%) ISO/IEC 27001
1 2 (4.88%) NIST
System Software
1 4 (9.76%) Apache Flume
2 2 (4.88%) Docker
2 2 (4.88%) HDFS
Vendors
1 10 (24.39%) Databricks
2 8 (19.51%) Cloudera
3 5 (12.20%) Google
4 2 (4.88%) Ab Initio
4 2 (4.88%) Cognos
4 2 (4.88%) Informatica
4 2 (4.88%) Microsoft
4 2 (4.88%) MicroStrategy
4 2 (4.88%) Oracle
4 2 (4.88%) Talend