Period
to 21 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 September 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
UK > England
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 957 664 903
Rank change year-on-year -293 +239 +12
Permanent jobs citing Apache Pig 39 10 160
As % of all permanent jobs advertised in England 0.036% 0.022% 0.12%
As % of the Application Platforms category 0.26% 0.15% 0.83%
Number of salaries quoted 29 2 115
10th Percentile £75,000 £88,500 £46,750
25th Percentile £81,250 £93,750 £65,000
Median annual salary (50th Percentile) £95,000 £105,000 £82,500
Median % change year-on-year -9.52% +27.27% +17.86%
75th Percentile £107,500 £113,750 £97,500
90th Percentile " £117,500 £124,000
UK median annual salary £95,000 £105,000 £82,500
% change year-on-year -9.52% +27.27% +17.86%

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 advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 14,786 6,526 19,293
As % of all permanent IT jobs advertised in England 13.77% 14.33% 14.88%
Number of salaries quoted 9,577 5,419 15,440
10th Percentile £31,250 £32,500 £27,500
25th Percentile £40,000 £41,250 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £73,750 £68,750
90th Percentile £90,000 £90,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Apache Pig
Job Vacancy Trend in England

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

Job vacancy trend for Apache Pig in England

Apache Pig
Salary Trend in England

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

Salary trend for Apache Pig in England

Apache Pig
Salary Histogram in England

Salary distribution for jobs citing Apache Pig in England over the 6 months to 21 September 2021.

Salary histogram for Apache Pig in England

Apache Pig
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the England region over the 6 months to 21 September 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
London -188 37 £95,000 -20.83% 6
South East -163 2 £90,000 -
Apache Pig
UK

For the 6 months to 21 September 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 across the England region with a requirement for Apache Pig.

1 36 (92.31%) Apache Spark
2 32 (82.05%) Big Data
3 30 (76.92%) SQL
3 30 (76.92%) Python
4 29 (74.36%) Hadoop
5 27 (69.23%) AWS
6 26 (66.67%) ETL
7 22 (56.41%) GCP
8 21 (53.85%) Apache Hive
9 20 (51.28%) NoSQL
9 20 (51.28%) Kafka
10 19 (48.72%) Azure
10 19 (48.72%) Analytics
11 17 (43.59%) Data Warehouse
11 17 (43.59%) Agile Software Development
12 16 (41.03%) Java
13 15 (38.46%) Data Modelling
13 15 (38.46%) Data Management
14 14 (35.90%) Business Intelligence
14 14 (35.90%) Visualisation
14 14 (35.90%) Apache Airflow
15 13 (33.33%) Data Pipeline
16 12 (30.77%) Luigi
16 12 (30.77%) Amazon Kinesis
17 11 (28.21%) DevOps
17 11 (28.21%) Sqoop
17 11 (28.21%) Social Skills
17 11 (28.21%) Artificial Intelligence
18 10 (25.64%) Scala
18 10 (25.64%) Tableau

Apache Pig
Co-occurring IT Skills in England 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 36 (92.31%) Apache Spark
2 14 (35.90%) Apache Airflow
3 12 (30.77%) Luigi
4 4 (10.26%) Apache
Applications
1 1 (2.56%) Weka
Cloud Services
1 27 (69.23%) AWS
2 22 (56.41%) GCP
3 19 (48.72%) Azure
4 12 (30.77%) Amazon Kinesis
5 9 (23.08%) Azure Synapse Analytics
6 7 (17.95%) IaaS
6 7 (17.95%) Matillion
6 7 (17.95%) Power Platform
7 6 (15.38%) Amazon EMR
7 6 (15.38%) Azure Data Factory
7 6 (15.38%) Snowflake
8 4 (10.26%) Azure Logic Apps
8 4 (10.26%) Azure Sentinel
9 2 (5.13%) AWS Lambda
9 2 (5.13%) AWS Step Functions
9 2 (5.13%) Azure Functions
9 2 (5.13%) Serverless
10 1 (2.56%) GitHub
Communications & Networking
1 3 (7.69%) Internet
2 1 (2.56%) DNS
2 1 (2.56%) HTTP
Database & Business Intelligence
1 32 (82.05%) Big Data
2 29 (74.36%) Hadoop
3 21 (53.85%) Apache Hive
4 20 (51.28%) NoSQL
5 17 (43.59%) Data Warehouse
6 11 (28.21%) Sqoop
7 10 (25.64%) Tableau
8 8 (20.51%) MongoDB
8 8 (20.51%) Relational Database
9 7 (17.95%) HBase
9 7 (17.95%) MySQL
9 7 (17.95%) Pentaho
9 7 (17.95%) Power BI
9 7 (17.95%) RDBMS
10 6 (15.38%) Amazon DynamoDB
10 6 (15.38%) Amazon Redshift
10 6 (15.38%) Data Lake
10 6 (15.38%) Neo4j
10 6 (15.38%) PostgreSQL
11 5 (12.82%) BigQuery
Development Applications
1 5 (12.82%) Git (software)
1 5 (12.82%) Jenkins
2 4 (10.26%) TeamCity
3 3 (7.69%) JIRA
4 2 (5.13%) ER Studio
4 2 (5.13%) ERwin
4 2 (5.13%) PowerDesigner
General
1 11 (28.21%) Social Skills
2 6 (15.38%) Advertising
3 4 (10.26%) Analytical Skills
3 4 (10.26%) Czech Language
3 4 (10.26%) Documentation Skills
3 4 (10.26%) Presentation Skills
4 2 (5.13%) Legal
5 1 (2.56%) Banking
5 1 (2.56%) Finance
5 1 (2.56%) Investment Banking
5 1 (2.56%) Publishing
Job Titles
1 14 (35.90%) Data Engineer
2 13 (33.33%) Architect
3 9 (23.08%) Data Architect
4 8 (20.51%) Cloud Architect
5 7 (17.95%) Cloud Solutions Architect
5 7 (17.95%) Lead Architect
5 7 (17.95%) Lead Cloud Architect
5 7 (17.95%) Lead Data Architect
5 7 (17.95%) Lead Solutions Architect
5 7 (17.95%) Solutions Architect
6 6 (15.38%) Data Manager
7 4 (10.26%) Applications Architect
7 4 (10.26%) Azure Architect
7 4 (10.26%) Engineering Manager
8 3 (7.69%) Developer
8 3 (7.69%) DevOps Architect
8 3 (7.69%) Strategy Manager
9 2 (5.13%) Cloud Engineer
9 2 (5.13%) Full Stack Developer
9 2 (5.13%) Security Engineer
Libraries, Frameworks & Software Standards
1 20 (51.28%) Kafka
2 6 (15.38%) CSS
2 6 (15.38%) HTML
2 6 (15.38%) Node.js
3 5 (12.82%) RESTful
4 4 (10.26%) AngularJS
4 4 (10.26%) HTML5
4 4 (10.26%) J2EE
4 4 (10.26%) jQuery
4 4 (10.26%) JSON
4 4 (10.26%) Middleware
4 4 (10.26%) React
4 4 (10.26%) XML
5 3 (7.69%) OAuth
6 2 (5.13%) Laravel
6 2 (5.13%) Nuxt
6 2 (5.13%) OLE
6 2 (5.13%) PySpark
6 2 (5.13%) Symfony
6 2 (5.13%) Vue.js
Miscellaneous
1 6 (15.38%) Data Structures
2 5 (12.82%) Algorithms
3 4 (10.26%) Public Cloud
4 2 (5.13%) Derivative
4 2 (5.13%) Mobile App
4 2 (5.13%) User Experience
5 1 (2.56%) Management Information System
Operating Systems
1 1 (2.56%) Linux
1 1 (2.56%) Unix
Processes & Methodologies
1 26 (66.67%) ETL
2 19 (48.72%) Analytics
3 17 (43.59%) Agile Software Development
4 15 (38.46%) Data Management
4 15 (38.46%) Data Modelling
5 14 (35.90%) Business Intelligence
5 14 (35.90%) Visualisation
6 13 (33.33%) Data Pipeline
7 11 (28.21%) Artificial Intelligence
7 11 (28.21%) DevOps
8 10 (25.64%) Logical Data Model
8 10 (25.64%) Physical Data Model
8 10 (25.64%) Presales
8 10 (25.64%) Thought Leadership
9 9 (23.08%) Data Engineering
10 8 (20.51%) Architectural Design
10 8 (20.51%) Continuous Delivery
10 8 (20.51%) Data Extraction
11 7 (17.95%) Data Architecture
11 7 (17.95%) Use Case
Programming Languages
1 30 (76.92%) Python
1 30 (76.92%) SQL
2 16 (41.03%) Java
3 10 (25.64%) Scala
4 6 (15.38%) JavaScript
4 6 (15.38%) R
5 2 (5.13%) PHP
6 1 (2.56%) MATLAB
Qualifications
1 5 (12.82%) Degree
2 3 (7.69%) Master's Degree
3 2 (5.13%) Computer Science Degree
Quality Assurance & Compliance
1 2 (5.13%) Accessibility
1 2 (5.13%) COBIT
1 2 (5.13%) ISO/IEC 27001
1 2 (5.13%) NIST
System Software
1 8 (20.51%) Docker
2 3 (7.69%) Apache Flume
3 1 (2.56%) HDFS
Systems Management
1 7 (17.95%) Oozie
2 6 (15.38%) Kubernetes
2 6 (15.38%) Terraform
3 1 (2.56%) Ansible
3 1 (2.56%) Hadoop YARN
Vendors
1 9 (23.08%) Microsoft
1 9 (23.08%) Oracle
2 8 (20.51%) Informatica
3 7 (17.95%) Cloudera
3 7 (17.95%) Hortonworks
3 7 (17.95%) StreamSets
4 2 (5.13%) Databricks
4 2 (5.13%) Google
5 1 (2.56%) Ab Initio
5 1 (2.56%) Cognos
5 1 (2.56%) MicroStrategy
5 1 (2.56%) Talend