Period
to 20 October 2019

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 20 October 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
20 Oct 2019
Same period 2018 Same period 2017
Rank 963 906 1000
Rank change year-on-year -57 +94 -201
Permanent jobs citing Apache Pig 93 257 208
As % of all permanent IT jobs advertised in the UK 0.068% 0.16% 0.12%
As % of the Application Platforms category 0.47% 0.96% 0.67%
Number of salaries quoted 71 187 159
UK median annual salary £80,000 £67,500 £67,500
Median salary % change year-on-year +18.52% - +12.50%
10th Percentile £46,250 £37,500 £32,500
90th Percentile £115,000 £97,500 £112,500
UK excluding London median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +4.76%

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 19,977 26,768 31,193
As % of all permanent IT jobs advertised in the UK 14.68% 16.37% 17.89%
Number of salaries quoted 15,912 21,458 25,143
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £28,000 £27,000
90th Percentile £85,000 £82,500 £77,000
UK excluding London median annual salary £43,000 £43,863 £40,000
% change year-on-year -1.97% +9.66% -

Apache Pig
Job Vacancy Trend

Job postings citing Apache Pig as a percentage of all IT jobs advertised.

Job vacancy trend for Apache Pig in the UK

Apache Pig
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Pig.

Salary trend for Apache Pig in the UK

Apache Pig
Salary Histogram

The salary distribution of IT jobs citing Apache Pig over the 6 months to 20 October 2019.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 10 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 20 October 2019. 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 -31 93 £80,000 +14.29% 11
London +12 62 £85,000 +13.33% 7
UK excluding London +2 30 £52,500 +5.00% 6
South West +5 16 £52,500 +16.67%
South East +31 7 £47,500 -17.39% 3
West Midlands - 4 £50,000 -
Midlands - 4 £50,000 -
North West +18 2 £50,000 +11.11% 1
North of England +2 2 £50,000 +8.11% 1
East of England +59 1 £57,500 -7.56%

For the 6 months to 20 October 2019, 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 81 (87.10%) Hadoop
2 78 (83.87%) Apache Spark
3 70 (75.27%) Apache Hive
3 70 (75.27%) Big Data
4 51 (54.84%) Machine Learning
4 51 (54.84%) MongoDB
5 50 (53.76%) Azure
6 49 (52.69%) Python
7 47 (50.54%) SQL
7 47 (50.54%) Analytics
8 43 (46.24%) AWS
9 42 (45.16%) Java
10 38 (40.86%) Kafka
11 37 (39.78%) Scala
11 37 (39.78%) GCP
12 34 (36.56%) DevOps
12 34 (36.56%) NoSQL
12 34 (36.56%) Cloudera
12 34 (36.56%) HBase
13 33 (35.48%) Data Science
14 30 (32.26%) Analytical Skills
15 29 (31.18%) Sqoop
16 27 (29.03%) MapReduce
17 26 (27.96%) Data Modelling
18 25 (26.88%) Apache NiFi
18 25 (26.88%) Business Intelligence
18 25 (26.88%) Law
19 24 (25.81%) ETL
19 24 (25.81%) Oozie
20 23 (24.73%) Data 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 78 (83.87%) Apache Spark
2 21 (22.58%) Apache
3 11 (11.83%) Elasticsearch
4 7 (7.53%) Apache Solr
5 2 (2.15%) SAS
6 1 (1.08%) Apache Airflow
6 1 (1.08%) Jupyter
Applications
1 4 (4.30%) GNU Octave
2 2 (2.15%) SPSS
Cloud Services
1 50 (53.76%) Azure
2 43 (46.24%) AWS
3 37 (39.78%) GCP
4 14 (15.05%) Azure Data Factory
5 10 (10.75%) Power Platform
6 9 (9.68%) Serverless
7 6 (6.45%) Cortana Intelligence Suite
8 5 (5.38%) AWS Lambda
9 4 (4.30%) Amazon CloudWatch
9 4 (4.30%) Amazon EC2
9 4 (4.30%) Amazon EMR
9 4 (4.30%) Amazon Kinesis
9 4 (4.30%) Amazon SQS
9 4 (4.30%) PaaS
10 3 (3.23%) Amazon ECS
10 3 (3.23%) Amazon EKS
11 1 (1.08%) Amazon SageMaker
11 1 (1.08%) AWS Data Pipeline
11 1 (1.08%) PowerApps
11 1 (1.08%) Qubole
Communications & Networking
1 1 (1.08%) Kerberos
Database & Business Intelligence
1 81 (87.10%) Hadoop
2 70 (75.27%) Apache Hive
2 70 (75.27%) Big Data
3 51 (54.84%) MongoDB
4 34 (36.56%) HBase
4 34 (36.56%) NoSQL
5 29 (31.18%) Sqoop
6 22 (23.66%) Data Warehouse
6 22 (23.66%) Impala
7 20 (21.51%) Apache Cassandra
8 16 (17.20%) Data Mining
9 13 (13.98%) Data Lake
10 12 (12.90%) Text Mining
11 10 (10.75%) Power BI
11 10 (10.75%) Redis
11 10 (10.75%) Relational Database
12 9 (9.68%) Cosmos DB
12 9 (9.68%) Neo4j
13 8 (8.60%) Amazon Redshift
13 8 (8.60%) QlikView
Development Applications
1 17 (18.28%) Git (software)
2 7 (7.53%) Eclipse
2 7 (7.53%) IntelliJ
2 7 (7.53%) NetBeans
3 6 (6.45%) Visual Studio
4 4 (4.30%) ER Studio
4 4 (4.30%) ERwin
4 4 (4.30%) PowerDesigner
4 4 (4.30%) Subversion
5 3 (3.23%) Ant
5 3 (3.23%) Gradle
5 3 (3.23%) Maven
6 2 (2.15%) Jenkins
7 1 (1.08%) Bitbucket
7 1 (1.08%) JIRA
7 1 (1.08%) Selenium
7 1 (1.08%) SonarQube
General
1 25 (26.88%) Law
2 11 (11.83%) Finance
3 6 (6.45%) Banking
4 4 (4.30%) Electronics
5 3 (3.23%) Marketing
5 3 (3.23%) Retail
Job Titles
1 26 (27.96%) Data Engineer
2 19 (20.43%) Big Data Engineer
3 17 (18.28%) Developer
4 15 (16.13%) Data Scientist
5 12 (12.90%) Senior Data Engineer
5 12 (12.90%) Senior Developer
6 10 (10.75%) Hadoop Engineer
7 9 (9.68%) Python Engineer
8 8 (8.60%) Java Developer
9 7 (7.53%) AWS DevOps
9 7 (7.53%) Linux/Unix DevOps
9 7 (7.53%) Senior Java Developer
10 6 (6.45%) Architect
10 6 (6.45%) AWS Engineer
10 6 (6.45%) Consultant
11 5 (5.38%) Business Intelligence Developer
11 5 (5.38%) Senior Business Intelligence Developer
12 4 (4.30%) Big Data Developer
12 4 (4.30%) Data Consultant
12 4 (4.30%) Data Manager
Libraries, Frameworks & Software Standards
1 38 (40.86%) Kafka
2 25 (26.88%) Apache NiFi
3 12 (12.90%) Node.js
3 12 (12.90%) RabbitMQ
4 11 (11.83%) Web Services
5 10 (10.75%) Spark Streaming
6 9 (9.68%) Spring
7 8 (8.60%) Hibernate
8 7 (7.53%) ActiveMQ
8 7 (7.53%) JPA
8 7 (7.53%) SOAP
8 7 (7.53%) Spring Boot
8 7 (7.53%) Spring Cloud
9 6 (6.45%) NumPy
9 6 (6.45%) Pandas
10 5 (5.38%) REST
11 3 (3.23%) Apache Beam
11 3 (3.23%) Keras
11 3 (3.23%) Play Framework
11 3 (3.23%) PySpark
Miscellaneous
1 30 (32.26%) Analytical Skills
2 12 (12.90%) Algorithms
2 12 (12.90%) Management Information System
3 10 (10.75%) Data Structures
4 9 (9.68%) Social Media
5 4 (4.30%) Semantic Web
6 3 (3.23%) Cloud Native
6 3 (3.23%) Virtual Team
7 2 (2.15%) Greenfield Project
8 1 (1.08%) Analytical Mindset
8 1 (1.08%) Life Science
8 1 (1.08%) PKI
8 1 (1.08%) Reference Data
8 1 (1.08%) Replication
8 1 (1.08%) Robotics
Operating Systems
1 15 (16.13%) Linux
2 9 (9.68%) Unix
3 4 (4.30%) CentOS
3 4 (4.30%) Ubuntu
4 1 (1.08%) Windows
Processes & Methodologies
1 51 (54.84%) Machine Learning
2 47 (50.54%) Analytics
3 34 (36.56%) DevOps
4 33 (35.48%) Data Science
5 27 (29.03%) MapReduce
6 26 (27.96%) Data Modelling
7 25 (26.88%) Business Intelligence
8 24 (25.81%) ETL
9 23 (24.73%) Data Analytics
10 22 (23.66%) Visualisation
11 21 (22.58%) Mathematics
12 20 (21.51%) Artificial Intelligence
13 18 (19.35%) Data Engineering
13 18 (19.35%) Data Management
14 17 (18.28%) Computer Science
14 17 (18.28%) Decision-Making
15 16 (17.20%) Data Architecture
16 15 (16.13%) Agile Software Development
17 14 (15.05%) Data Analysis
18 13 (13.98%) Statistics
Programming Languages
1 49 (52.69%) Python
2 47 (50.54%) SQL
3 42 (45.16%) Java
4 37 (39.78%) Scala
5 10 (10.75%) R
6 9 (9.68%) C
7 8 (8.60%) JavaScript
8 7 (7.53%) PL/SQL
8 7 (7.53%) T-SQL
9 6 (6.45%) Perl
10 5 (5.38%) C++
10 5 (5.38%) PHP
11 3 (3.23%) Clojure
11 3 (3.23%) Groovy
12 1 (1.08%) Bash Shell
12 1 (1.08%) Data Analysis Expressions (DAX)
12 1 (1.08%) HiveQL
12 1 (1.08%) Pig Latin
12 1 (1.08%) SPARQL
12 1 (1.08%) TypeScript
Qualifications
1 23 (24.73%) Degree
2 9 (9.68%) Computer Science Degree
2 9 (9.68%) SC Cleared
2 9 (9.68%) Security Cleared
3 8 (8.60%) PhD
4 3 (3.23%) Master's Degree
5 1 (1.08%) DV Cleared
5 1 (1.08%) Numerate Degree
Quality Assurance & Compliance
1 4 (4.30%) Data Quality
1 4 (4.30%) QA
2 1 (1.08%) GDPR
System Software
1 21 (22.58%) Apache ZooKeeper
1 21 (22.58%) Docker
2 15 (16.13%) HDFS
3 14 (15.05%) Apache Flume
4 2 (2.15%) Cronacle
5 1 (1.08%) Hyper-V
5 1 (1.08%) VMware Infrastructure
Systems Management
1 24 (25.81%) Oozie
2 10 (10.75%) Hadoop YARN
2 10 (10.75%) Opscode Chef
3 6 (6.45%) Kubernetes
3 6 (6.45%) Puppet
3 6 (6.45%) Terraform
4 3 (3.23%) Ambari
4 3 (3.23%) Nagios
5 2 (2.15%) Control-M
6 1 (1.08%) Ansible
Vendors
1 34 (36.56%) Cloudera
2 16 (17.20%) Tableau
3 13 (13.98%) Google
4 12 (12.90%) Microsoft
5 11 (11.83%) Hortonworks
6 10 (10.75%) Databricks
7 6 (6.45%) MapR
7 6 (6.45%) Oracle
8 5 (5.38%) Informatica
9 4 (4.30%) Cognos
9 4 (4.30%) Talend
10 3 (3.23%) Netezza
10 3 (3.23%) Teradata
11 2 (2.15%) Cognizant
11 2 (2.15%) Dataiku
11 2 (2.15%) SAP
12 1 (1.08%) Dell
12 1 (1.08%) IBM
12 1 (1.08%) MuleSoft
12 1 (1.08%) SnapLogic