Period
to 28 November 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 28 November 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
28 Nov 2021
Same period 2020 Same period 2019
Rank 1014 726 1019
Rank change year-on-year -288 +293 -99
Permanent jobs citing Apache Pig 41 7 56
As % of all permanent jobs advertised in the UK 0.032% 0.013% 0.041%
As % of the Application Platforms category 0.24% 0.092% 0.28%
Number of salaries quoted 32 4 41
10th Percentile £51,375 £62,975 "
25th Percentile £81,250 £72,313 £46,250
Median annual salary (50th Percentile) £95,000 £85,000 £70,000
Median % change year-on-year +11.76% +21.43% -6.67%
75th Percentile £107,500 £101,250 £95,000
90th Percentile £118,750 £112,500 £115,000
UK excluding London median annual salary £53,750 £90,000 £52,500
% change year-on-year -40.28% +71.43% -

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 17,425 7,575 19,871
As % of all permanent IT jobs advertised in the UK 13.61% 13.98% 14.68%
Number of salaries quoted 10,906 6,361 16,133
10th Percentile £31,000 £31,250 £27,500
25th Percentile £39,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £73,750 £72,500 £68,750
90th Percentile £91,250 £87,500 £85,000
UK excluding London median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% -

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 28 November 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 28 November 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 -262 35 £105,000 +23.53% 5
London -215 32 £105,000 +31.25% 3
Work from Home -237 15 £105,000 +79.49%
UK excluding London -216 6 £53,750 -40.28% 2
Scotland - 6 £53,750 -

For the 6 months to 28 November 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 40 (97.56%) Apache Spark
2 36 (87.80%) Python
3 31 (75.61%) Big Data
4 30 (73.17%) Hadoop
5 29 (70.73%) ETL
6 28 (68.29%) AWS
7 24 (58.54%) Kafka
7 24 (58.54%) GCP
8 23 (56.10%) SQL
9 22 (53.66%) Apache Hive
10 21 (51.22%) NoSQL
11 20 (48.78%) Data Warehouse
11 20 (48.78%) Artificial Intelligence
12 19 (46.34%) Analytics
13 18 (43.90%) Azure
13 18 (43.90%) Java
13 18 (43.90%) Social Skills
14 16 (39.02%) Data Modelling
14 16 (39.02%) Business Intelligence
15 15 (36.59%) Data Management
16 14 (34.15%) Visualisation
16 14 (34.15%) Sqoop
17 13 (31.71%) Relational Database
17 13 (31.71%) Azure Synapse Analytics
17 13 (31.71%) Informatica
17 13 (31.71%) RDBMS
17 13 (31.71%) Oracle
18 12 (29.27%) Data Analytics
18 12 (29.27%) Thought Leadership
18 12 (29.27%) Amazon Kinesis

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 40 (97.56%) Apache Spark
2 11 (26.83%) Apache Airflow
2 11 (26.83%) Luigi
3 2 (4.88%) Apache
Cloud Services
1 28 (68.29%) AWS
2 24 (58.54%) GCP
3 18 (43.90%) Azure
4 13 (31.71%) Azure Synapse Analytics
5 12 (29.27%) Amazon Kinesis
6 11 (26.83%) IaaS
6 11 (26.83%) Matillion
7 6 (14.63%) Amazon EMR
8 4 (9.76%) Power Platform
9 3 (7.32%) Azure Data Factory
9 3 (7.32%) Azure Logic Apps
9 3 (7.32%) Azure Sentinel
9 3 (7.32%) Snowflake
10 1 (2.44%) Cloud Functions
Communications & Networking
1 3 (7.32%) Internet
2 1 (2.44%) DNS
2 1 (2.44%) HTTP
Database & Business Intelligence
1 31 (75.61%) Big Data
2 30 (73.17%) Hadoop
3 22 (53.66%) Apache Hive
4 21 (51.22%) NoSQL
5 20 (48.78%) Data Warehouse
6 14 (34.15%) Sqoop
7 13 (31.71%) RDBMS
7 13 (31.71%) Relational Database
8 11 (26.83%) MySQL
8 11 (26.83%) Pentaho
9 8 (19.51%) HBase
10 7 (17.07%) Tableau
11 6 (14.63%) Amazon DynamoDB
11 6 (14.63%) Data Lake
11 6 (14.63%) Data Mining
11 6 (14.63%) Neo4j
12 5 (12.20%) BigQuery
12 5 (12.20%) Bigtable
13 4 (9.76%) Power BI
14 3 (7.32%) Amazon Redshift
Development Applications
1 3 (7.32%) Git (software)
2 2 (4.88%) Jenkins
2 2 (4.88%) TeamCity
General
1 18 (43.90%) Social Skills
2 5 (12.20%) Analytical Skills
3 4 (9.76%) Presentation Skills
4 3 (7.32%) Advertising
4 3 (7.32%) Czech Language
4 3 (7.32%) Documentation Skills
Job Titles
1 15 (36.59%) Architect
2 14 (34.15%) Data Engineer
3 13 (31.71%) Data Architect
4 12 (29.27%) Cloud Architect
5 11 (26.83%) Cloud Solutions Architect
5 11 (26.83%) Lead Architect
5 11 (26.83%) Lead Cloud Architect
5 11 (26.83%) Lead Data Architect
5 11 (26.83%) Lead Solutions Architect
5 11 (26.83%) Solutions Architect
6 5 (12.20%) Data Manager
7 3 (7.32%) Engineering Manager
7 3 (7.32%) Machine Learning Engineer
7 3 (7.32%) Software Engineer
7 3 (7.32%) Strategy Manager
8 2 (4.88%) Applications Architect
8 2 (4.88%) Azure Architect
8 2 (4.88%) Big Data Engineer
8 2 (4.88%) QA Engineer
9 1 (2.44%) Java Developer
Libraries, Frameworks & Software Standards
1 24 (58.54%) Kafka
2 3 (7.32%) Node.js
2 3 (7.32%) REST
3 2 (4.88%) AngularJS
3 2 (4.88%) Apache Beam
3 2 (4.88%) CSS
3 2 (4.88%) HTML
3 2 (4.88%) HTML5
3 2 (4.88%) J2EE
3 2 (4.88%) jQuery
3 2 (4.88%) JSON
3 2 (4.88%) Middleware
3 2 (4.88%) React
3 2 (4.88%) RESTful
3 2 (4.88%) TensorFlow
3 2 (4.88%) Web Services
3 2 (4.88%) XML
4 1 (2.44%) Hibernate
4 1 (2.44%) OAuth
Miscellaneous
1 5 (12.20%) Algorithms
2 3 (7.32%) Podcast
3 2 (4.88%) Data Structures
3 2 (4.88%) Public Cloud
3 2 (4.88%) Reinsurance
3 2 (4.88%) Tandem
Operating Systems
1 2 (4.88%) Linux
1 2 (4.88%) Red Hat Enterprise Linux
1 2 (4.88%) Unix
Processes & Methodologies
1 29 (70.73%) ETL
2 20 (48.78%) Artificial Intelligence
3 19 (46.34%) Analytics
4 16 (39.02%) Business Intelligence
4 16 (39.02%) Data Modelling
5 15 (36.59%) Data Management
6 14 (34.15%) Visualisation
7 12 (29.27%) Data Analytics
7 12 (29.27%) Data Engineering
7 12 (29.27%) Logical Data Model
7 12 (29.27%) Physical Data Model
7 12 (29.27%) Presales
7 12 (29.27%) Thought Leadership
8 11 (26.83%) Architectural Design
8 11 (26.83%) Conceptual Models
8 11 (26.83%) Creative Thinking
8 11 (26.83%) Data Flow Diagram
8 11 (26.83%) Predictive Analytics
8 11 (26.83%) Prescriptive Analytics
8 11 (26.83%) Use Case
Programming Languages
1 36 (87.80%) Python
2 23 (56.10%) SQL
3 18 (43.90%) Java
4 11 (26.83%) Scala
5 3 (7.32%) C++
5 3 (7.32%) JavaScript
5 3 (7.32%) R
6 2 (4.88%) Perl
6 2 (4.88%) PHP
6 2 (4.88%) Shell Script
7 1 (2.44%) C
7 1 (2.44%) HQL
7 1 (2.44%) Pig Latin
7 1 (2.44%) T-SQL
Qualifications
1 5 (12.20%) Degree
2 4 (9.76%) Master's Degree
3 2 (4.88%) PhD
4 1 (2.44%) AWS Certification
4 1 (2.44%) Computer Science Degree
Quality Assurance & Compliance
1 2 (4.88%) Data Quality
1 2 (4.88%) QA
System Software
1 6 (14.63%) Docker
2 3 (7.32%) Apache Flume
3 2 (4.88%) HDFS
Systems Management
1 11 (26.83%) Oozie
2 6 (14.63%) Kubernetes
2 6 (14.63%) Terraform
Vendors
1 13 (31.71%) Informatica
1 13 (31.71%) Oracle
2 11 (26.83%) Cloudera
2 11 (26.83%) Hortonworks
2 11 (26.83%) Microsoft
2 11 (26.83%) StreamSets
3 3 (7.32%) Facebook
4 2 (4.88%) Databricks
4 2 (4.88%) Talend
5 1 (2.44%) Ab Initio
5 1 (2.44%) Cognos
5 1 (2.44%) Google
5 1 (2.44%) MicroStrategy