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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 663 701 785
Rank change year-on-year +38 +84  
Permanent jobs citing Apache Pig 191 253 169
As % of all permanent IT jobs advertised in the UK 0.22% 0.24% 0.16%
As % of the Application Platforms category 1.26% 1.28% 0.81%
Number of salaries quoted 141 159 130
Median salary £65,000 £65,000 £67,500
Median salary % change year-on-year - -3.70%  
90% offered a salary of more than £42,500 £52,500 £45,000
10% offered a salary of more than £100,000 £92,800 £92,500
UK excluding London median salary £52,500 £57,500 £52,500
% change year-on-year -8.69% +9.52%  

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 with a requirement for application platform skills.

Application Platform Skills
UK
Permanent job vacancies with a requirement for application platform skills 15198 19713 20967
As % of all permanent IT job vacancies advertised in the UK 17.79% 18.88% 19.58%
Number of salaries quoted 12597 16633 17397
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £28,500 £27,500 £27,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year +1.25% -  

Apache Pig
Job Vacancy Trend

The job posting trend of jobs advertised 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 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 3 months to 29 March 2017.

Salary histogram for Apache Pig 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 29 March 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
England 0 176 £65,000 - 23
London -18 86 £77,500 +10.71% 14
North West +19 29 £52,500 - 4
South West +45 28 £47,000 -27.13%
Manchester - 23 £52,500 - 4
City of London +51 18 £77,500 -8.82% 5
South East +62 16 £70,000 +21.73% 2
Scotland - 14 £87,500 - 1
East of England +25 13 £55,000 -8.33% 3
Edinburgh - 13 £87,500 - 1
Essex - 13 £55,000 - 2
Somerset +4 12 £40,000 +17.64%
Colchester - 11 £62,500 - 2
Surrey +44 10 - -
Gloucestershire +4 10 £46,250 -38.33%
Staines -7 10 - -
Cheshire - 6 £55,000 -
Bath - 4 £40,000 -
Swindon - 4 £65,000 -
Chester - 4 £55,000 -
Wiltshire - 4 £65,000 -
Oxfordshire - 3 £70,000 -
North East - 3 £45,000 -
Berkshire +40 2 £83,750 +59.52% 1
Birmingham +22 1 - -
West Midlands +5 1 - -
Bristol -1 1 £65,000 +52.94%
Devon - 1 £45,000 -
Cardiff - 1 £34,000 -
Exeter - 1 £45,000 -

For the 6 months to 29 March 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 with a requirement for Apache Pig.

1 437 (96.26%) Hadoop
2 399 (87.89%) Apache Hive
3 371 (81.72%) Big Data
4 332 (73.13%) Apache Spark
5 301 (66.30%) Java
6 224 (49.34%) Python
7 209 (46.04%) Analytics
8 160 (35.24%) Agile Software Development
9 159 (35.02%) HBase
10 155 (34.14%) MapReduce
11 148 (32.60%) MongoDB
12 125 (27.53%) Linux
13 119 (26.21%) HDFS
14 117 (25.77%) Java EE
15 115 (25.33%) Degree
16 113 (24.89%) Software Engineering
17 112 (24.67%) Business Intelligence
18 99 (21.81%) SQL
19 97 (21.37%) MySQL
20 96 (21.15%) Oracle
20 96 (21.15%) Finance
20 96 (21.15%) Oozie
21 94 (20.70%) NoSQL
21 94 (20.70%) Visualisation
21 94 (20.70%) C
22 92 (20.26%) C#
22 92 (20.26%) Data Analytics
23 91 (20.04%) Relational Database
23 91 (20.04%) R
24 88 (19.38%) JavaScript

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
1 332 (73.13%) Apache Spark
2 70 (15.42%) Elasticsearch
3 57 (12.56%) Apache
4 56 (12.33%) SAS
5 17 (3.74%) WebLogic
6 14 (3.08%) GlassFish
6 14 (3.08%) JBoss
6 14 (3.08%) Tomcat
7 4 (0.88%) Apache Geronimo
7 4 (0.88%) Apache Solr
7 4 (0.88%) WebSphere
8 3 (0.66%) Confluence
8 3 (0.66%) OpenStack
8 3 (0.66%) SharePoint
9 2 (0.44%) Oracle Workflow
10 1 (0.22%) Oracle Coherence
Applications
1 19 (4.19%) SPSS
2 7 (1.54%) MS Excel
3 4 (0.88%) S-PLUS
3 4 (0.88%) Stata
3 4 (0.88%) Weka
4 2 (0.44%) Gephi
Business Applications
1 3 (0.66%) SAP Oil and Gas
Cloud Services
1 80 (17.62%) Amazon AWS
2 27 (5.95%) Microsoft Azure
3 12 (2.64%) Amazon EC2
3 12 (2.64%) Google Cloud Platform
4 10 (2.20%) Amazon S3
4 10 (2.20%) Cloud Computing
5 9 (1.98%) Amazon EMR
6 5 (1.10%) Amazon CloudWatch
6 5 (1.10%) IaaS
6 5 (1.10%) PaaS
7 3 (0.66%) Google Analytics
8 1 (0.22%) Amazon Kinesis
8 1 (0.22%) AWS Lambda
8 1 (0.22%) GitHub
8 1 (0.22%) Google Compute Engine
8 1 (0.22%) SaaS
Communications & Networking
1 33 (7.27%) Kerberos
2 9 (1.98%) Firewall
2 9 (1.98%) HTTP
2 9 (1.98%) LDAP
2 9 (1.98%) TCP/IP
3 6 (1.32%) Internet
4 4 (0.88%) DNS
4 4 (0.88%) FTP
4 4 (0.88%) SSL
4 4 (0.88%) tcpdump
4 4 (0.88%) Wireshark
5 1 (0.22%) Intranet
5 1 (0.22%) Network Security
Database & Business Intelligence
1 437 (96.26%) Hadoop
2 399 (87.89%) Apache Hive
3 371 (81.72%) Big Data
4 159 (35.02%) HBase
5 148 (32.60%) MongoDB
6 97 (21.37%) MySQL
7 94 (20.70%) NoSQL
8 91 (20.04%) Relational Database
9 83 (18.28%) RDBMS
10 66 (14.54%) Sqoop
11 60 (13.22%) Impala
12 59 (13.00%) Apache Cassandra
13 56 (12.33%) SQL Server
14 49 (10.79%) Neo4j
15 44 (9.69%) Pentaho
16 43 (9.47%) Data Mining
17 39 (8.59%) Data Warehouse
18 31 (6.83%) Apache Accumulo
19 23 (5.07%) Mahout
20 18 (3.96%) Power BI
Development Applications
1 33 (7.27%) Vagrant
2 26 (5.73%) Git (software)
3 19 (4.19%) Talend Open Studio
4 15 (3.30%) JIRA
5 14 (3.08%) Ant
5 14 (3.08%) Maven
6 12 (2.64%) Jenkins
7 7 (1.54%) Team Foundation Server
8 6 (1.32%) git-flow
9 5 (1.10%) Yeoman
10 4 (0.88%) Atlassian Bamboo
10 4 (0.88%) Bitbucket
10 4 (0.88%) CodeSonar
10 4 (0.88%) Gradle
10 4 (0.88%) Robot Framework
10 4 (0.88%) Selenium
11 2 (0.44%) JUnit
11 2 (0.44%) TestNG
General
1 96 (21.15%) Finance
2 36 (7.93%) Military
3 25 (5.51%) Games
4 22 (4.85%) Retail
5 15 (3.30%) Telecoms
6 14 (3.08%) Marketing
7 12 (2.64%) Banking
7 12 (2.64%) Legal
8 7 (1.54%) Manufacturing
9 6 (1.32%) Electronics
10 5 (1.10%) Advertising
11 3 (0.66%) Spanish Language
12 1 (0.22%) Automotive
12 1 (0.22%) Investment Banking
Job Titles
1 97 (21.37%) Architect
2 75 (16.52%) Developer
3 67 (14.76%) Data Architect
4 62 (13.66%) Big Data Architect
5 58 (12.78%) Software Engineer
6 51 (11.23%) Consultant
7 50 (11.01%) Data Scientist
8 48 (10.57%) Data Engineer
9 47 (10.35%) Java Engineer
10 45 (9.91%) Java Developer
11 33 (7.27%) Big Data Engineer
12 30 (6.61%) Administrator
12 30 (6.61%) Hadoop Administrator
13 28 (6.17%) Data Consultant
14 27 (5.95%) Lead Software Engineer
15 25 (5.51%) Big Data Consultant
15 25 (5.51%) Hadoop Engineer
15 25 (5.51%) Software Developer
16 22 (4.85%) Java Software Developer
17 20 (4.41%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 117 (25.77%) Java EE
2 85 (18.72%) Spring
3 84 (18.50%) Hibernate
4 60 (13.22%) Kafka
5 59 (13.00%) HTML
6 58 (12.78%) CSS
7 57 (12.56%) Apache Camel
8 52 (11.45%) Middleware
9 49 (10.79%) Web Services
10 48 (10.57%) Node.js
11 47 (10.35%) jQuery
12 46 (10.13%) AngularJS
13 45 (9.91%) CSS3
13 45 (9.91%) HTML5
14 28 (6.17%) LAMP
15 26 (5.73%) EJB
16 25 (5.51%) STL
17 22 (4.85%) J2EE
18 18 (3.96%) .NET
18 18 (3.96%) Spring MVC
Miscellaneous
1 65 (14.32%) Analytical Skills
2 56 (12.33%) Computer Science
3 38 (8.37%) PKI
4 30 (6.61%) Algorithms
5 14 (3.08%) Enterprise Software
6 13 (2.86%) Management Information System
7 10 (2.20%) Clustering
8 9 (1.98%) Cyber Attack
9 8 (1.76%) Credit Risk
9 8 (1.76%) Fintech
9 8 (1.76%) Virtual Team
10 6 (1.32%) Data Centre
10 6 (1.32%) Hybrid Cloud
11 5 (1.10%) Cybercrime
11 5 (1.10%) DataPower
12 4 (0.88%) Data Structures
12 4 (0.88%) Public Cloud
13 3 (0.66%) Mobile App
13 3 (0.66%) User Experience
13 3 (0.66%) Wiki
Operating Systems
1 125 (27.53%) Linux
2 46 (10.13%) Unix
3 26 (5.73%) Android
3 26 (5.73%) Apple iOS
4 11 (2.42%) Windows
5 4 (0.88%) Mac OS X
6 2 (0.44%) CentOS
6 2 (0.44%) Debian
6 2 (0.44%) Red Hat Enterprise Linux
6 2 (0.44%) Ubuntu
Processes & Methodologies
1 209 (46.04%) Analytics
2 160 (35.24%) Agile Software Development
3 155 (34.14%) MapReduce
4 113 (24.89%) Software Engineering
5 112 (24.67%) Business Intelligence
6 94 (20.70%) Visualisation
7 92 (20.26%) Data Analytics
8 86 (18.94%) Open Source
9 77 (16.96%) Scrum
10 65 (14.32%) DevOps
11 64 (14.10%) Machine Learning
12 63 (13.88%) Time Management
13 62 (13.66%) ETL
14 54 (11.89%) SDLC
15 48 (10.57%) Information Security
16 46 (10.13%) Data Management
16 46 (10.13%) Mentoring
17 45 (9.91%) Cybersecurity
18 38 (8.37%) Data Modelling
19 37 (8.15%) Big Data Analytics
Programming Languages
1 301 (66.30%) Java
2 224 (49.34%) Python
3 99 (21.81%) SQL
4 94 (20.70%) C
5 92 (20.26%) C#
6 91 (20.04%) R
7 88 (19.38%) JavaScript
8 72 (15.86%) Scala
9 64 (14.10%) Ruby
10 62 (13.66%) Perl
11 59 (13.00%) C++
12 25 (5.51%) Objective-C
13 20 (4.41%) PL/SQL
14 18 (3.96%) MATLAB
14 18 (3.96%) T-SQL
15 15 (3.30%) Bash Shell
16 12 (2.64%) PHP
17 8 (1.76%) Clojure
18 5 (1.10%) Groovy
18 5 (1.10%) PowerShell
Qualifications
1 115 (25.33%) Degree
2 80 (17.62%) Security Cleared
3 65 (14.32%) DV Cleared
4 24 (5.29%) PhD
5 14 (3.08%) CISSP
5 14 (3.08%) SC Cleared
6 9 (1.98%) CCNA
6 9 (1.98%) Cisco Certification
6 9 (1.98%) GIAC
6 9 (1.98%) Linux+ Certification
6 9 (1.98%) MCSE
6 9 (1.98%) Microsoft Certification
6 9 (1.98%) Network+ Certification
6 9 (1.98%) SANS
6 9 (1.98%) SSCP
7 4 (0.88%) CISM
7 4 (0.88%) CompTIA Security+
7 4 (0.88%) Security+ Certification
8 1 (0.22%) CISA
8 1 (0.22%) MBA
Quality Assurance & Compliance
1 15 (3.30%) Data Quality
2 2 (0.44%) SLA
3 1 (0.22%) GCP
3 1 (0.22%) IAS 39
3 1 (0.22%) IFRS
3 1 (0.22%) IFRS 9
3 1 (0.22%) QA
System Software
1 119 (26.21%) HDFS
2 60 (13.22%) Apache Flume
3 52 (11.45%) Hyper-V
3 52 (11.45%) VMware Infrastructure
4 45 (9.91%) Docker
5 13 (2.86%) Apache ZooKeeper
6 5 (1.10%) Virtual Machines
6 5 (1.10%) VirtualBox
7 4 (0.88%) vSphere
8 2 (0.44%) Oracle RAC
9 1 (0.22%) Active Directory
Systems Management
1 96 (21.15%) Oozie
2 39 (8.59%) Ansible
3 35 (7.71%) Hadoop YARN
4 28 (6.17%) Ambari
5 17 (3.74%) Puppet
6 14 (3.08%) Opscode Chef
7 6 (1.32%) Kubernetes
7 6 (1.32%) Mesos
8 5 (1.10%) Docker Swarm
9 4 (0.88%) QRadar
9 4 (0.88%) Salt
9 4 (0.88%) Terraform
10 1 (0.22%) Ganglia
10 1 (0.22%) Kibana
10 1 (0.22%) logstash
10 1 (0.22%) Nagios
10 1 (0.22%) Tivoli
Vendors
1 96 (21.15%) Oracle
2 54 (11.89%) Tableau
3 52 (11.45%) VMware
4 43 (9.47%) Hortonworks
5 30 (6.61%) Cloudera
6 28 (6.17%) TIBCO
7 19 (4.19%) Talend
8 15 (3.30%) MapR
8 15 (3.30%) Splunk
9 14 (3.08%) Cognos
9 14 (3.08%) Microsoft
10 13 (2.86%) Teradata
11 11 (2.42%) Informatica
11 11 (2.42%) SAP
12 9 (1.98%) Google
13 7 (1.54%) Alteryx
14 6 (1.32%) Ab Initio
14 6 (1.32%) Red Hat
15 4 (0.88%) MicroStrategy
16 3 (0.66%) Cisco
Cambridgeshire
Harvey Nash plc
Salary: £400 - £401 per day
Posted: 4 hours ago
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: 12 hours ago
London
TEKsystems
Salary: £55000 - £65000 per annum + bonus and benefits
Posted: Yesterday
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £45000 - £80000 per annum
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Colchester, Essex
Verticality Ltd
Salary: £45000 - £55000 per annum, Benefits Pension, Healthcare, 25 days holid
Posted: Yesterday
Colchester, Essex
Verticality Ltd
Salary: £60000 - £65000 per annum, Benefits Pension, Healthcare, 25 days holid
Posted: Yesterday
London
TEKsystems
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 6 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 6 days ago
City, London
Parallel Consulting
Salary: £90000 - £120000 per annum + Bonus+ Excellent Benefits
Posted: 5 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Salary: Perm or contract - competitive salary + benefits OR day rate contract
Posted: 7 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 19 days ago
London
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus, Pension, Travel Allowence
Posted: 19 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 19 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 26 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 13 days ago
London
Computer Futures
Salary: competitive
Posted: 16 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 16 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 23 days ago
City, London
Accenture
Salary: Competitive
Posted: 21 days ago