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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 768 661 708
Rank change year-on-year -107 +47  
Permanent jobs citing Apache Pig 99 246 246
As % of all permanent IT jobs advertised in England 0.12% 0.27% 0.24%
As % of the Application Platforms category 0.65% 1.45% 1.20%
Number of salaries quoted 71 178 207
Median salary £65,000 £67,750 £67,500
Median salary % change year-on-year -4.05% +0.37%  
90% offered a salary of more than £47,500 £44,250 £45,000
10% offered a salary of more than £100,000 £100,000 £90,000
UK excluding London median salary £53,750 £55,000 £50,000
% change year-on-year -2.27% +10.00%  

Apache Pig is in the application platform skills category. The next 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.

Application Platform Skills
England
Permanent job vacancies with a requirement for application platform skills 15175 16978 20519
As % of all permanent IT job vacancies advertised in England 18.05% 18.62% 19.74%
Number of salaries quoted 12419 14623 17188
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Apache Pig
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in England

Apache Pig
Salary Trend in England

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

Salary trend for Apache Pig in England

Apache Pig
Salary Histogram in England

The salary distribution of IT jobs citing Apache Pig in England over the 3 months to 26 June 2017.

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 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -29 71 £68,750 -19.11% 9
North West -25 13 £70,000 +16.66% 2
East of England +6 7 £56,250 -6.25%
South East +15 4 £55,000 -8.33% 1
South West -42 3 £45,000 -13.46% 1
East Midlands +19 1 £77,500 +40.90%
Apache Pig
UK

For the 6 months to 26 June 2017, IT jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Apache Pig.

1 260 (93.53%) Hadoop
2 243 (87.41%) Big Data
3 224 (80.58%) Apache Hive
4 213 (76.62%) Apache Spark
5 174 (62.59%) Java
6 149 (53.60%) Python
7 131 (47.12%) Analytics
8 122 (43.88%) HBase
9 121 (43.53%) MapReduce
10 120 (43.17%) Agile Software Development
11 94 (33.81%) MongoDB
12 86 (30.94%) HDFS
13 85 (30.58%) NoSQL
14 65 (23.38%) Degree
15 62 (22.30%) Linux
15 62 (22.30%) Kafka
15 62 (22.30%) Oozie
16 60 (21.58%) SQL
16 60 (21.58%) Java EE
17 59 (21.22%) Finance
18 58 (20.86%) R
19 56 (20.14%) Apache Flume
19 56 (20.14%) Sqoop
20 55 (19.78%) Business Intelligence
20 55 (19.78%) Software Engineering
21 54 (19.42%) Oracle
21 54 (19.42%) Relational Database
21 54 (19.42%) Data Analytics
22 53 (19.06%) Visualisation
22 53 (19.06%) Impala

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
1 213 (76.62%) Apache Spark
2 38 (13.67%) SAS
3 30 (10.79%) Elasticsearch
4 25 (8.99%) Apache
5 20 (7.19%) JBoss
5 20 (7.19%) Tomcat
6 18 (6.47%) GlassFish
7 11 (3.96%) WebLogic
8 8 (2.88%) WebSphere
9 4 (1.44%) Apache Geronimo
10 3 (1.08%) Apache Solr
10 3 (1.08%) SharePoint
11 1 (0.36%) CMS
11 1 (0.36%) Mule
11 1 (0.36%) Oracle Coherence
Applications
1 21 (7.55%) SPSS
2 6 (2.16%) Microsoft Excel
3 5 (1.80%) Weka
4 3 (1.08%) S-PLUS
4 3 (1.08%) Stata
5 1 (0.36%) Gephi
Cloud Services
1 52 (18.71%) Amazon AWS
2 15 (5.40%) Microsoft Azure
3 12 (4.32%) Amazon EMR
4 9 (3.24%) Amazon EC2
5 8 (2.88%) Cloud Computing
6 6 (2.16%) Google Cloud Platform
7 5 (1.80%) Amazon S3
8 2 (0.72%) GitHub
9 1 (0.36%) Amazon Kinesis
9 1 (0.36%) AWS Lambda
9 1 (0.36%) Cortana Intelligence Suite
9 1 (0.36%) PaaS
Communications & Networking
1 7 (2.52%) Kerberos
2 6 (2.16%) LDAP
3 5 (1.80%) Internet
4 3 (1.08%) HTTP
5 2 (0.72%) SSL
6 1 (0.36%) DNS
6 1 (0.36%) Firewall
6 1 (0.36%) FTP
6 1 (0.36%) Intranet
6 1 (0.36%) TCP/IP
6 1 (0.36%) tcpdump
6 1 (0.36%) Wireshark
Database & Business Intelligence
1 260 (93.53%) Hadoop
2 243 (87.41%) Big Data
3 224 (80.58%) Apache Hive
4 122 (43.88%) HBase
5 94 (33.81%) MongoDB
6 85 (30.58%) NoSQL
7 56 (20.14%) Sqoop
8 54 (19.42%) Relational Database
9 53 (19.06%) Impala
10 51 (18.35%) MySQL
11 49 (17.63%) Apache Cassandra
12 41 (14.75%) RDBMS
13 36 (12.95%) SQL Server
14 35 (12.59%) Neo4j
15 31 (11.15%) Pentaho
16 26 (9.35%) Data Mining
17 21 (7.55%) CouchDB
17 21 (7.55%) Mahout
18 20 (7.19%) Data Warehouse
19 15 (5.40%) Oracle Database
Development Applications
1 23 (8.27%) Git (software)
2 20 (7.19%) Maven
3 18 (6.47%) Ant
4 17 (6.12%) Vagrant
5 14 (5.04%) Talend Open Studio
6 12 (4.32%) Jenkins
7 5 (1.80%) Yeoman
8 4 (1.44%) Gradle
8 4 (1.44%) JIRA
9 3 (1.08%) Team Foundation Server
10 2 (0.72%) gulp
10 2 (0.72%) webpack
11 1 (0.36%) JUnit
11 1 (0.36%) TestNG
General
1 59 (21.22%) Finance
2 19 (6.83%) Retail
3 15 (5.40%) Games
4 13 (4.68%) Banking
5 11 (3.96%) Military
6 6 (2.16%) Investment Banking
6 6 (2.16%) Marketing
7 5 (1.80%) Telecoms
8 3 (1.08%) Advertising
8 3 (1.08%) Electronics
8 3 (1.08%) Manufacturing
9 2 (0.72%) Digital Economy
10 1 (0.36%) Automotive
10 1 (0.36%) Financial Institution
Job Titles
1 65 (23.38%) Developer
2 47 (16.91%) Architect
3 43 (15.47%) Java Developer
4 34 (12.23%) Data Scientist
5 33 (11.87%) Data Architect
5 33 (11.87%) Data Engineer
6 32 (11.51%) Big Data Architect
7 26 (9.35%) Consultant
8 23 (8.27%) Hadoop Engineer
9 21 (7.55%) Software Developer
10 19 (6.83%) Java Software Developer
11 18 (6.47%) Data Consultant
11 18 (6.47%) Software Engineer
12 17 (6.12%) Big Data Engineer
13 16 (5.76%) Java Engineer
14 14 (5.04%) Big Data Consultant
14 14 (5.04%) Big Data Developer
15 13 (4.68%) Administrator
15 13 (4.68%) Hadoop Administrator
15 13 (4.68%) Oracle Developer
Libraries, Frameworks & Software Standards
1 62 (22.30%) Kafka
2 60 (21.58%) Java EE
3 49 (17.63%) Spring
4 47 (16.91%) Hibernate
5 36 (12.95%) HTML
5 36 (12.95%) Web Services
6 33 (11.87%) CSS
7 20 (7.19%) EJB
8 19 (6.83%) Apache Camel
8 19 (6.83%) Middleware
9 18 (6.47%) Node.js
9 18 (6.47%) Spring MVC
10 16 (5.76%) CSS3
10 16 (5.76%) HTML5
11 15 (5.40%) Ajax
11 15 (5.40%) AngularJS
11 15 (5.40%) Natural Language Processing
12 14 (5.04%) .NET
12 14 (5.04%) J2EE
13 13 (4.68%) jQuery
Miscellaneous
1 49 (17.63%) Analytical Skills
2 41 (14.75%) Computer Science
3 31 (11.15%) Algorithms
4 17 (6.12%) PKI
5 15 (5.40%) Enterprise Software
5 15 (5.40%) Greenfield Project
6 13 (4.68%) Virtual Team
7 12 (4.32%) Data Structures
8 6 (2.16%) Fintech
9 5 (1.80%) Clustering
10 4 (1.44%) Cyber Attack
10 4 (1.44%) Data Centre
10 4 (1.44%) Management Information System
10 4 (1.44%) Mobile App
11 3 (1.08%) Credit Risk
12 2 (0.72%) Grid Computing
12 2 (0.72%) Smartphone
13 1 (0.36%) Replication
13 1 (0.36%) Robotics
13 1 (0.36%) Taxonomies
Operating Systems
1 62 (22.30%) Linux
2 23 (8.27%) Unix
3 10 (3.60%) Android
3 10 (3.60%) Apple iOS
4 4 (1.44%) Windows
5 2 (0.72%) Solaris
Processes & Methodologies
1 131 (47.12%) Analytics
2 121 (43.53%) MapReduce
3 120 (43.17%) Agile Software Development
4 55 (19.78%) Business Intelligence
4 55 (19.78%) Software Engineering
5 54 (19.42%) Data Analytics
6 53 (19.06%) Visualisation
7 45 (16.19%) Open Source
8 44 (15.83%) Machine Learning
9 41 (14.75%) ETL
10 38 (13.67%) DevOps
11 34 (12.23%) Scrum
12 30 (10.79%) Mentoring
13 28 (10.07%) SDLC
14 27 (9.71%) Data Management
15 25 (8.99%) E-Commerce
16 24 (8.63%) Big Data Analytics
16 24 (8.63%) Data Architecture
17 23 (8.27%) Data Analysis
17 23 (8.27%) Statistics
Programming Languages
1 174 (62.59%) Java
2 149 (53.60%) Python
3 60 (21.58%) SQL
4 58 (20.86%) R
5 50 (17.99%) JavaScript
6 45 (16.19%) C#
7 44 (15.83%) Scala
8 37 (13.31%) C
9 33 (11.87%) Perl
10 29 (10.43%) Ruby
11 23 (8.27%) C++
12 19 (6.83%) PL/SQL
12 19 (6.83%) T-SQL
13 13 (4.68%) MATLAB
14 9 (3.24%) Objective-C
14 9 (3.24%) PHP
15 7 (2.52%) Bash Shell
16 5 (1.80%) Clojure
16 5 (1.80%) Cypher
16 5 (1.80%) VBA
Qualifications
1 65 (23.38%) Degree
2 31 (11.15%) Security Cleared
3 25 (8.99%) DV Cleared
4 24 (8.63%) PhD
5 19 (6.83%) Numerate Degree
6 6 (2.16%) Computer Science Degree
6 6 (2.16%) SC Cleared
7 2 (0.72%) CISSP
7 2 (0.72%) Master's Degree
8 1 (0.36%) AWS Certification
8 1 (0.36%) CCNA
8 1 (0.36%) Cisco Certification
8 1 (0.36%) CISM
8 1 (0.36%) GIAC
8 1 (0.36%) Linux+ Certification
8 1 (0.36%) MCSE
8 1 (0.36%) Microsoft Certification
8 1 (0.36%) Network+ Certification
8 1 (0.36%) SANS
8 1 (0.36%) SSCP
Quality Assurance & Compliance
1 9 (3.24%) Data Quality
2 4 (1.44%) GCP
3 2 (0.72%) SLA
4 1 (0.36%) GDPR
4 1 (0.36%) QA
4 1 (0.36%) Sarbanes-Oxley
System Software
1 86 (30.94%) HDFS
2 56 (20.14%) Apache Flume
3 21 (7.55%) Docker
3 21 (7.55%) Hyper-V
3 21 (7.55%) VMware Infrastructure
4 5 (1.80%) Apache ZooKeeper
4 5 (1.80%) Virtual Machines
4 5 (1.80%) VirtualBox
5 2 (0.72%) Active Directory
5 2 (0.72%) Oracle RAC
6 1 (0.36%) Cronacle
Systems Management
1 62 (22.30%) Oozie
2 19 (6.83%) Ansible
3 12 (4.32%) Ambari
4 8 (2.88%) Puppet
5 7 (2.52%) Hadoop YARN
5 7 (2.52%) Opscode Chef
6 5 (1.80%) Terraform
7 4 (1.44%) Mesos
8 2 (0.72%) Kubernetes
9 1 (0.36%) Control-M
9 1 (0.36%) Ganglia
9 1 (0.36%) Kibana
9 1 (0.36%) Nagios
9 1 (0.36%) QRadar
9 1 (0.36%) Tivoli
Vendors
1 54 (19.42%) Oracle
2 37 (13.31%) Tableau
3 33 (11.87%) Hortonworks
4 24 (8.63%) Cloudera
5 21 (7.55%) VMware
6 20 (7.19%) TIBCO
7 14 (5.04%) Talend
7 14 (5.04%) Teradata
8 10 (3.60%) Informatica
8 10 (3.60%) Microsoft
9 9 (3.24%) MapR
10 7 (2.52%) Cognos
11 6 (2.16%) Alteryx
11 6 (2.16%) Netezza
11 6 (2.16%) SAP
12 5 (1.80%) Ab Initio
12 5 (1.80%) Google
12 5 (1.80%) RapidMiner
12 5 (1.80%) Vertica
13 4 (1.44%) MicroStrategy
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 16 hours ago
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 7 hours ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 7 hours ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 17 hours ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 4 days ago
London
TDA Group
Salary: £80000 - £90000 per annum + + Benefits + Bonus
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 6 days ago
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 6 days ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum + bonus and additional benefits
Posted: 5 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 11 days ago
London
Hays London City Cheapside
Salary: £90000.00 - £110000.00 per annum
Posted: 17 days ago
City of London
CPS Group Limited
Salary: £60000 per annum
Posted: 26 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Posted: 26 days ago