The table below looks at the statistics for Apache Pig skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Apache Pig over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Apache Pig
Rank 701 695 851
Rank change year-on-year
-6 +156
Permanent jobs citing Apache Pig 214 288 120
As % of all permanent IT jobs located in the UK 0.22% 0.26% 0.10%
As % of the Application Platforms category 1.21% 1.43% 0.52%
Number of salaries quoted 171 228 110
Median salary £60,000 £70,000 £66,000
Median salary % change year-on-year
-14.28% +6.06%
90% offered a salary of more than £45,000 £45,500 £41,500
10% offered a salary of more than £92,500 £90,000 £80,000
UK excluding London median salary £50,000 £60,000 £80,000
% change year-on-year
-16.66% -25.00%

The following table is for comparison with the above and provides statistics for the entire Application Platforms category in permanent jobs advertised across the UK.

Application Platforms Category
UK
Permanent IT job ads with a match in the
Application Platforms category
17637 20186 22979
As % of all permanent IT jobs located in the UK 18.09% 18.42% 20.02%
Number of salaries quoted 15044 16715 18530
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £40,000 £40,000 £40,000

Apache Pig
Jobs Demand Trend

The demand trend of job ads citing Apache Pig as a proportion of all IT jobs with a match in the Application Platforms category.

Apache Pig Jobs Demand Trend 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 within the UK.

Apache Pig Salary Trend in the UK

Apache Pig
Salary Histogram

This chart provides a salary histogram for IT jobs citing Apache Pig over the 3 months to 31 August 2016 within the UK.

Apache Pig Salary Histogram in the UK

Apache Pig
Top 30 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 3 months to 31 August 2016. 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
(Click see detailed
statistics and trends)
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
England -25 207 £60,000 -14.28% 14
London -67 104 £85,000 +13.33% 8
South West +43 56 £50,000 -23.07%
South East +44 36 £60,000 +9.09% 5
Gloucestershire +19 33 £46,250 -28.84%
Cheltenham -5 14 £50,000 -23.07%
Surrey +44 13 £60,000 +60.00% 1
Devon - 12 £50,000 -
Exeter - 12 £50,000 -
Staines +27 11 £60,000 +60.00% 1
Twickenham - 9 £60,000 -
Somerset - 9 £45,000 -
City of London +16 8 £85,000 +6.25% 1
Hampshire - 8 £50,000 - 1
Berkshire +3 6 £60,000 +6.66% 1
West Midlands - 6 £50,000 -
Warwickshire - 6 £50,000 -
Warwick - 5 - -
Scotland +4 4 £49,500 -37.73%
Glasgow 0 4 £49,500 -22.65%
Reading - 4 £47,500 -
South Wales +7 3 £55,000 -
Wales 0 3 £55,000 -
Oxfordshire - 3 £56,250 - 2
East of England +10 2 £75,000 -7.97%
Ipswich +9 2 £75,000 +76.47%
Newbury -5 2 £67,500 +12.50%
Suffolk -7 2 £75,000 +76.47%
Oxford - 2 £56,250 - 2
West Sussex - 2 £58,250 -

Apache Pig
Top 30 Related IT Skills

For the 6 months to 31 August 2016, 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 with a requirement for Apache Pig.

1 472 (98.33%) Hadoop
2 444 (92.50%) Apache Hive
3 409 (85.21%) Big Data
4 341 (71.04%) Java
5 273 (56.88%) Python
6 255 (53.13%) Apache Spark
7 245 (51.04%) MapReduce
8 228 (47.50%) SQL
9 204 (42.50%) Analytics
10 178 (37.08%) HBase
11 160 (33.33%) Business Intelligence
12 158 (32.92%) NoSQL
13 145 (30.21%) Scala
14 143 (29.79%) R
15 136 (28.33%) MongoDB
16 134 (27.92%) Apache Cassandra
17 128 (26.67%) Open Source
18 126 (26.25%) Linux
19 119 (24.79%) Data Analytics
19 119 (24.79%) HDFS
20 115 (23.96%) Agile Software Development
21 113 (23.54%) Apache Flume
21 113 (23.54%) Analytical Skills
22 101 (21.04%) Software Engineering
22 101 (21.04%) ETL
23 100 (20.83%) Finance
24 95 (19.79%) C++
25 93 (19.38%) Machine Learning
25 93 (19.38%) Impala
26 91 (18.96%) Data Mining

Apache Pig
Top Related 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
1 255 (53.13%) Apache Spark
2 78 (16.25%) Apache
3 73 (15.21%) SAS
4 42 (8.75%) Elasticsearch
5 18 (3.75%) Apache Solr
6 11 (2.29%) WebLogic
7 10 (2.08%) Confluence
8 5 (1.04%) JBoss
9 1 (0.21%) nginx
9 1 (0.21%) Tomcat
Applications
1 35 (7.29%) SPSS
2 6 (1.25%) MS Excel
3 2 (0.42%) CPLEX
Business Applications
1 18 (3.75%) SAP Oil and Gas
2 3 (0.63%) Dynamics NAV
2 3 (0.63%) Odoo
Cloud Services
1 57 (11.88%) Amazon AWS
2 32 (6.67%) Amazon EMR
3 31 (6.46%) Amazon EC2
4 26 (5.42%) Amazon S3
5 7 (1.46%) Cloud Computing
6 5 (1.04%) Microsoft Azure
7 3 (0.63%) Google Cloud Platform
7 3 (0.63%) SaaS
8 2 (0.42%) GitHub
8 2 (0.42%) iTunes
9 1 (0.21%) Amazon ELB
Communications & Networking
1 21 (4.38%) HTTP
2 12 (2.50%) TCP/IP
3 11 (2.29%) Internet
4 10 (2.08%) Firewall
5 3 (0.63%) Kerberos
5 3 (0.63%) SSL
6 2 (0.42%) LDAP
7 1 (0.21%) DNS
7 1 (0.21%) SSH
7 1 (0.21%) VPN
Database & Business Intelligence
1 472 (98.33%) Hadoop
2 444 (92.50%) Apache Hive
3 409 (85.21%) Big Data
4 178 (37.08%) HBase
5 158 (32.92%) NoSQL
6 136 (28.33%) MongoDB
7 134 (27.92%) Apache Cassandra
8 93 (19.38%) Impala
9 91 (18.96%) Data Mining
10 83 (17.29%) Relational Database
11 77 (16.04%) PostgreSQL
12 75 (15.63%) Data Warehouse
13 65 (13.54%) SQL Server
14 58 (12.08%) Neo4j
15 53 (11.04%) Mahout
15 53 (11.04%) Sqoop
16 41 (8.54%) QlikView
17 40 (8.33%) MySQL
18 34 (7.08%) RDBMS
19 32 (6.67%) Amazon Redshift
Development Applications
1 59 (12.29%) Git (software)
2 35 (7.29%) Vagrant
3 32 (6.67%) Jenkins
4 23 (4.79%) Yeoman
5 22 (4.58%) JIRA
6 17 (3.54%) Subversion
7 10 (2.08%) Talend Open Studio
8 5 (1.04%) Maven
8 5 (1.04%) Selenium
9 4 (0.83%) Cucumber
9 4 (0.83%) JUnit
10 3 (0.63%) Atlassian Bamboo
10 3 (0.63%) Bitbucket
10 3 (0.63%) CodeSonar
10 3 (0.63%) git-flow
10 3 (0.63%) Robot Framework
10 3 (0.63%) Team Foundation Server
11 2 (0.42%) Gerrit
11 2 (0.42%) Mockito
11 2 (0.42%) TestNG
General
1 100 (20.83%) Finance
2 44 (9.17%) Retail
3 30 (6.25%) Telecoms
4 29 (6.04%) Banking
5 21 (4.38%) Games
6 18 (3.75%) Manufacturing
7 13 (2.71%) Marketing
8 8 (1.67%) Legal
9 7 (1.46%) Pharmaceutical
10 5 (1.04%) Advertising
11 4 (0.83%) Investment Banking
11 4 (0.83%) Law
12 3 (0.63%) Front Office
13 2 (0.42%) Automotive
13 2 (0.42%) Back Office
13 2 (0.42%) Electronics
13 2 (0.42%) iGaming
Job Titles
1 130 (27.08%) Developer
2 86 (17.92%) Data Scientist
3 61 (12.71%) Architect
4 59 (12.29%) Hadoop Developer
5 57 (11.88%) Big Data Architect
5 57 (11.88%) Data Architect
6 46 (9.58%) Big Data Engineer
7 45 (9.38%) Software Engineer
8 44 (9.17%) Data Engineer
9 43 (8.96%) Consultant
10 41 (8.54%) Big Data Developer
10 41 (8.54%) Senior Developer
11 36 (7.50%) Hadoop Architect
11 36 (7.50%) Java Developer
12 30 (6.25%) Java Engineer
13 27 (5.63%) Data Consultant
14 26 (5.42%) Analyst
15 25 (5.21%) Data Analyst
16 23 (4.79%) Administrator
16 23 (4.79%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 75 (15.63%) Kafka
2 39 (8.13%) Natural Language Processing
3 32 (6.67%) Spark Streaming
4 31 (6.46%) D3.js
5 30 (6.25%) Java EE
6 25 (5.21%) scikit-learn
7 24 (5.00%) Pandas
7 24 (5.00%) SciPy
8 23 (4.79%) Cascalog
9 22 (4.58%) LAPP Stack
9 22 (4.58%) STL
9 22 (4.58%) XML
10 21 (4.38%) Web Services
11 20 (4.17%) JSON
11 20 (4.17%) Node.js
11 20 (4.17%) Spring
12 19 (3.96%) J2EE
13 18 (3.75%) AngularJS
13 18 (3.75%) Hibernate
13 18 (3.75%) HTML
Miscellaneous
1 113 (23.54%) Analytical Skills
2 79 (16.46%) Visualisation
3 71 (14.79%) Computer Science
4 29 (6.04%) Mathematics
5 28 (5.83%) Management Information System
6 25 (5.21%) Statistics
7 24 (5.00%) Algorithms
8 16 (3.33%) Data Centre
9 14 (2.92%) Wiki
10 13 (2.71%) Artificial Intelligence
10 13 (2.71%) Cybercrime
11 12 (2.50%) Physics
12 9 (1.88%) Data Integration
12 9 (1.88%) Virtual Team
13 8 (1.67%) Economics
13 8 (1.67%) Neural Network
13 8 (1.67%) Smart Energy
14 7 (1.46%) Data Structures
14 7 (1.46%) Enterprise Software
15 6 (1.25%) Cyber Attack
Operating Systems
1 126 (26.25%) Linux
2 24 (5.00%) Unix
3 22 (4.58%) Android
4 21 (4.38%) Apple iOS
5 7 (1.46%) Windows
6 3 (0.63%) Mac OS X
7 1 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 245 (51.04%) MapReduce
2 204 (42.50%) Analytics
3 160 (33.33%) Business Intelligence
4 128 (26.67%) Open Source
5 119 (24.79%) Data Analytics
6 115 (23.96%) Agile Software Development
7 101 (21.04%) ETL
7 101 (21.04%) Software Engineering
8 93 (19.38%) Machine Learning
9 66 (13.75%) Data Analysis
10 63 (13.13%) Data Visualisation
11 54 (11.25%) Scrum
12 51 (10.63%) Data Management
13 45 (9.38%) Big Data Analytics
14 43 (8.96%) E-Commerce
15 41 (8.54%) Cybersecurity
15 41 (8.54%) Data Modelling
16 40 (8.33%) OO
17 39 (8.13%) TDD
17 39 (8.13%) User Stories
Programming Languages
1 341 (71.04%) Java
2 273 (56.88%) Python
3 228 (47.50%) SQL
4 145 (30.21%) Scala
5 143 (29.79%) R
6 95 (19.79%) C++
7 77 (16.04%) Shell Script
8 68 (14.17%) C
9 57 (11.88%) JavaScript
10 50 (10.42%) C#
11 49 (10.21%) MATLAB
12 43 (8.96%) Ruby
13 35 (7.29%) Clojure
14 31 (6.46%) Bash Shell
14 31 (6.46%) T-SQL
15 30 (6.25%) Perl
16 29 (6.04%) VBA
17 25 (5.21%) PHP
18 23 (4.79%) Cypher
19 21 (4.38%) Objective-C
Qualifications
1 83 (17.29%) Security Cleared
2 82 (17.08%) Degree
3 60 (12.50%) PhD
4 39 (8.13%) DV Cleared
5 21 (4.38%) SC Cleared
6 19 (3.96%) CISSP
7 10 (2.08%) CCNA
7 10 (2.08%) Cisco Certification
7 10 (2.08%) GIAC
7 10 (2.08%) Linux+ Certification
7 10 (2.08%) MCSE
7 10 (2.08%) Microsoft Certification
7 10 (2.08%) Network+ Certification
7 10 (2.08%) SANS
7 10 (2.08%) SSCP
8 9 (1.88%) CISM
8 9 (1.88%) CRISC
9 3 (0.63%) CompTIA Security+
9 3 (0.63%) Security+ Certification
10 1 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 8 (1.67%) ISAE 3402
1 8 (1.67%) ISO/IEC 27001
1 8 (1.67%) SSAE 16
2 5 (1.04%) Data Quality
3 4 (0.83%) QA
System Software
1 119 (24.79%) HDFS
2 113 (23.54%) Apache Flume
3 27 (5.63%) Apache ZooKeeper
4 23 (4.79%) Virtual Machines
4 23 (4.79%) VirtualBox
5 18 (3.75%) Docker
6 7 (1.46%) VMware Infrastructure
7 6 (1.25%) Hyper-V
8 3 (0.63%) vSphere
9 2 (0.42%) GPFS
9 2 (0.42%) Veritas Cluster Server
10 1 (0.21%) LXC
10 1 (0.21%) Xen
Systems Management
1 85 (17.71%) Oozie
2 75 (15.63%) Hadoop YARN
3 37 (7.71%) Ansible
4 35 (7.29%) Puppet
5 32 (6.67%) Opscode Chef
6 8 (1.67%) Mesos
7 7 (1.46%) Ambari
8 5 (1.04%) Salt
9 3 (0.63%) Kubernetes
9 3 (0.63%) MOM
10 2 (0.42%) Graphite
10 2 (0.42%) Nagios
10 2 (0.42%) ZABBIX
11 1 (0.21%) HAProxy
Vendors
1 69 (14.38%) Oracle
2 66 (13.75%) Cloudera
3 57 (11.88%) Hortonworks
4 49 (10.21%) Tableau
5 46 (9.58%) MapR
6 38 (7.92%) SAP
7 20 (4.17%) TIBCO
8 15 (3.13%) SaltStack
9 14 (2.92%) Informatica
10 10 (2.08%) Cognos
10 10 (2.08%) Microsoft
10 10 (2.08%) Talend
10 10 (2.08%) Teradata
11 8 (1.67%) VMware
12 6 (1.25%) Cognizant
12 6 (1.25%) IBM
13 5 (1.04%) BT
13 5 (1.04%) Hitachi
13 5 (1.04%) Netezza
14 4 (0.83%) Greenplum
Berkshire
Resource Group
Salary: £100-120K + 20% Bonus & Car Allowance
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £55-£70k plus attractive benefits, 30 days holiday and extensive caree
Posted: 14 hours ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 5 days ago
London
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: 3 days ago
London
Oliver Bernard
Salary: From £85,000 to £95,000 per annum
Posted: 6 days ago
York, North Yorkshire
ISL
Salary: £40000 - £45000 per annum
Posted: 6 days ago
Hampshire
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 15 days ago
Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
Posted: 20 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
Posted: 19 days ago
London
Accenture
Posted: 14 days ago