Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 8 August 2022 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
8 Aug 2022		 Same period 2021 Same period 2020
Rank 1168 973 775
Rank change year-on-year -195 -198 +112
Permanent jobs citing Apache Pig 59 38 18
As % of all permanent jobs advertised in the UK 0.035% 0.033% 0.028%
As % of the Application Platforms category 0.26% 0.26% 0.21%
Number of salaries quoted 28 21 6
10th Percentile £62,500 £70,000 £59,000
25th Percentile £68,063 £75,000 £62,500
Median annual salary (50th Percentile) £95,000 £90,000 £67,500
Median % change year-on-year +5.56% +33.33% -20.59%
75th Percentile £103,750 £95,000 £83,438
90th Percentile £120,000 £107,500 £90,625
UK excluding London median annual salary - £90,000 £65,000
% change year-on-year - +38.46% +23.81%

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 22,314 14,453 8,465
As % of all permanent IT jobs advertised in the UK 13.06% 12.68% 13.00%
Number of salaries quoted 10,399 9,542 6,682
10th Percentile £31,250 £30,750 £31,250
25th Percentile £41,250 £39,000 £40,000
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £76,250 £72,500 £72,500
90th Percentile £95,000 £88,750 £87,500
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +4.65%

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 8 August 2022.

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 8 August 2022. 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
Jobs
London -183 45 £95,000 +7.04% 6
England -195 45 £95,000 +5.56% 8
UK excluding London -98 13 - - 2
Scotland - 13 - -
Work from Home -218 11 £72,500 -12.12% 1

For the 6 months to 8 August 2022, 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 56 (94.92%) Hadoop
1 56 (94.92%) Apache Spark
2 47 (79.66%) Big Data
3 44 (74.58%) AWS
4 43 (72.88%) ETL
5 40 (67.80%) Databricks
6 38 (64.41%) Agile
6 38 (64.41%) Apache Hive
7 32 (54.24%) Python
8 30 (50.85%) SQL
9 29 (49.15%) Azure
9 29 (49.15%) CI/CD
10 28 (47.46%) Snowflake
10 28 (47.46%) Data Architecture
11 27 (45.76%) Social Skills
11 27 (45.76%) Data Pipeline
11 27 (45.76%) Apache Airflow
12 26 (44.07%) Kafka
12 26 (44.07%) Analytics
13 25 (42.37%) Sqoop
13 25 (42.37%) HBase
13 25 (42.37%) MapReduce
13 25 (42.37%) Data Strategy
13 25 (42.37%) Problem-Solving
14 24 (40.68%) Machine Learning
14 24 (40.68%) Java
14 24 (40.68%) Oracle
14 24 (40.68%) Degree
14 24 (40.68%) Computer Science
15 23 (38.98%) Azure Synapse Analytics

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 56 (94.92%) Apache Spark
2 27 (45.76%) Apache Airflow
3 15 (25.42%) Luigi
4 4 (6.78%) Apache
5 1 (1.69%) SAS
Applications
1 1 (1.69%) Gephi
Cloud Services
1 44 (74.58%) AWS
2 29 (49.15%) Azure
3 28 (47.46%) Snowflake
4 23 (38.98%) Azure Synapse Analytics
5 22 (37.29%) GCP
6 20 (33.90%) Amazon Kinesis
7 13 (22.03%) Power Platform
8 12 (20.34%) AWS Step Functions
8 12 (20.34%) Azure Data Factory
8 12 (20.34%) Cloud Composer
9 10 (16.95%) Azure DevOps
10 4 (6.78%) Matillion
11 3 (5.08%) AWS CloudFormation
12 1 (1.69%) Google Data Studio
12 1 (1.69%) SaaS
Database & Business Intelligence
1 56 (94.92%) Hadoop
2 47 (79.66%) Big Data
3 38 (64.41%) Apache Hive
4 25 (42.37%) HBase
4 25 (42.37%) Sqoop
5 22 (37.29%) Data Lake
5 22 (37.29%) Data Warehouse
6 21 (35.59%) SQL Server
7 19 (32.20%) NoSQL
8 13 (22.03%) Bigtable
8 13 (22.03%) Power BI
8 13 (22.03%) Tableau
9 12 (20.34%) Amazon Redshift
9 12 (20.34%) Data Mining
9 12 (20.34%) Data Vault
9 12 (20.34%) HDInsight
9 12 (20.34%) OLTP
9 12 (20.34%) Relational Database
9 12 (20.34%) Spark SQL
9 12 (20.34%) SQL Server Integration Services
Development Applications
1 12 (20.34%) ER Studio
1 12 (20.34%) ERwin
1 12 (20.34%) PowerDesigner
2 11 (18.64%) JIRA
3 3 (5.08%) JUnit
3 3 (5.08%) TestNG
General
1 27 (45.76%) Social Skills
2 22 (37.29%) Advertising
3 11 (18.64%) Analytical Skills
4 5 (8.47%) Banking
4 5 (8.47%) Finance
4 5 (8.47%) Retail
Job Titles
1 40 (67.80%) Data Engineer
2 17 (28.81%) Senior Data Engineer
3 13 (22.03%) Big Data Engineer
4 12 (20.34%) Software Engineer
5 9 (15.25%) Machine Learning Engineer
6 4 (6.78%) Architect
6 4 (6.78%) Data Architect
7 3 (5.08%) Big Data Architect
7 3 (5.08%) Big Data Solutions Architect
7 3 (5.08%) Cloud Architect
7 3 (5.08%) Cloud Solutions Architect
7 3 (5.08%) Java Engineer
7 3 (5.08%) Senior Java Engineer
7 3 (5.08%) Solutions Architect
8 2 (3.39%) Python Engineer
9 1 (1.69%) Senior Architect
9 1 (1.69%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 26 (44.07%) Kafka
2 15 (25.42%) OLE
3 12 (20.34%) PySpark
3 12 (20.34%) REST
4 9 (15.25%) TensorFlow
4 9 (15.25%) Web Services
5 4 (6.78%) H2O
5 4 (6.78%) RabbitMQ
5 4 (6.78%) Spark Streaming
6 1 (1.69%) D3.js
6 1 (1.69%) Lucene
Miscellaneous
1 16 (27.12%) Algorithms
2 12 (20.34%) Derivative
2 12 (20.34%) Tandem
3 11 (18.64%) User Experience
4 9 (15.25%) Reinsurance
5 3 (5.08%) Data Structures
5 3 (5.08%) IoT
5 3 (5.08%) Robotics
6 1 (1.69%) Blog
6 1 (1.69%) Management Information System
Operating Systems
1 9 (15.25%) Linux
1 9 (15.25%) Red Hat Enterprise Linux
1 9 (15.25%) Unix
Processes & Methodologies
1 43 (72.88%) ETL
2 38 (64.41%) Agile
3 29 (49.15%) CI/CD
4 28 (47.46%) Data Architecture
5 27 (45.76%) Data Pipeline
6 26 (44.07%) Analytics
7 25 (42.37%) Data Strategy
7 25 (42.37%) MapReduce
7 25 (42.37%) Problem-Solving
8 24 (40.68%) Computer Science
8 24 (40.68%) Machine Learning
9 22 (37.29%) Artificial Intelligence
10 21 (35.59%) SDLC
11 19 (32.20%) Data Management
12 17 (28.81%) Data Analytics
13 16 (27.12%) Data Analysis
14 15 (25.42%) Continuous Delivery
14 15 (25.42%) Continuous Integration
14 15 (25.42%) Data Extraction
14 15 (25.42%) Software Engineering
Programming Languages
1 32 (54.24%) Python
2 30 (50.85%) SQL
3 24 (40.68%) Java
4 15 (25.42%) R
5 12 (20.34%) Perl
5 12 (20.34%) PHP
5 12 (20.34%) Shell Script
6 8 (13.56%) C++
7 3 (5.08%) C
7 3 (5.08%) Go
7 3 (5.08%) Scala
Qualifications
1 24 (40.68%) Degree
2 21 (35.59%) Master's Degree
3 12 (20.34%) Computer Science Degree
3 12 (20.34%) PhD
Quality Assurance & Compliance
1 1 (1.69%) Data Quality
System Software
1 17 (28.81%) Apache Flume
2 4 (6.78%) HDFS
Systems Management
1 3 (5.08%) Oozie
1 3 (5.08%) Terraform
Vendors
1 40 (67.80%) Databricks
2 24 (40.68%) Oracle
3 12 (20.34%) Facebook
3 12 (20.34%) Microsoft
4 3 (5.08%) Cloudera
4 3 (5.08%) Hortonworks
4 3 (5.08%) Informatica
4 3 (5.08%) StreamSets
5 1 (1.69%) Confluent
5 1 (1.69%) Google
5 1 (1.69%) Salesforce.com