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 22 June 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 766 689 730
Rank change year-on-year -77 +41  
Permanent jobs citing Apache Pig 108 263 259
As % of all permanent IT jobs advertised in the UK 0.12% 0.27% 0.23%
As % of the Application Platforms category 0.67% 1.42% 1.19%
Number of salaries quoted 75 191 210
Median salary £65,000 £65,000 £67,500
Median salary % change year-on-year - -3.70%  
90% offered a salary of more than £45,000 £45,000 £45,000
10% offered a salary of more than £100,000 £95,000 £90,000
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +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 with a requirement for application platform skills.

Application Platform Skills
UK
Permanent job vacancies with a requirement for application platform skills 16049 18458 21842
As % of all permanent IT job vacancies advertised in the UK 18.07% 18.71% 19.69%
Number of salaries quoted 13012 15698 18091
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 £28,000 £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

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 22 June 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 22 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
England -98 101 £66,250 -2.57% 15
London -24 71 £70,000 -17.64% 12
North West -28 15 £70,000 +16.66% 1
City of London +26 12 £85,000 - 5
Manchester -24 8 £47,500 -20.83% 1
East of England +3 7 £56,250 -6.25%
Scotland +13 5 £60,000 +14.28% 2
Edinburgh - 5 £60,000 - 2
Cheshire - 5 £80,000 -
South East -4 4 £55,000 -8.33% 1
Essex - 4 £56,250 -
Colchester - 4 £56,250 -
Surrey +13 3 £55,000 -8.33%
Staines -18 3 £55,000 -8.33%
South West -25 3 £45,000 -13.46%
South Wales +11 2 £42,500 -22.72%
Cheltenham +10 2 £45,000 -
Wales +9 2 £42,500 -22.72%
Cardiff +8 2 £42,500 -5.55%
Gloucestershire -13 2 £45,000 -16.66%
Cambridgeshire -17 2 - -
East Midlands +22 1 £77,500 +40.90%
Berkshire +19 1 - - 1
Reading +19 1 - -
Cambridge - 1 - -
Chester - 1 £55,000 -
Norwich - 1 - -
Uxbridge - 1 - -
Canary Wharf - 1 £62,500 -
Somerset - 1 £32,000 -

For the 6 months to 22 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 with a requirement for Apache Pig.

1 290 (94.16%) Hadoop
2 258 (83.77%) Big Data
3 254 (82.47%) Apache Hive
4 222 (72.08%) Apache Spark
5 183 (59.42%) Java
6 166 (53.90%) Python
7 154 (50.00%) Analytics
8 131 (42.53%) MapReduce
9 124 (40.26%) Agile Software Development
10 123 (39.94%) HBase
11 95 (30.84%) MongoDB
12 91 (29.55%) HDFS
13 88 (28.57%) NoSQL
14 83 (26.95%) Degree
15 81 (26.30%) SQL
16 79 (25.65%) Finance
17 73 (23.70%) R
18 67 (21.75%) Oozie
18 67 (21.75%) Kafka
19 66 (21.43%) Analytical Skills
20 64 (20.78%) Linux
20 64 (20.78%) Machine Learning
21 61 (19.81%) Java EE
22 60 (19.48%) Oracle
22 60 (19.48%) Sqoop
23 58 (18.83%) Apache Flume
24 57 (18.51%) Visualisation
24 57 (18.51%) Business Intelligence
24 57 (18.51%) Software Engineering
25 56 (18.18%) 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
1 222 (72.08%) Apache Spark
2 55 (17.86%) SAS
3 31 (10.06%) Elasticsearch
4 27 (8.77%) Apache
5 20 (6.49%) JBoss
5 20 (6.49%) Tomcat
6 18 (5.84%) GlassFish
7 11 (3.57%) WebLogic
8 8 (2.60%) WebSphere
9 4 (1.30%) Apache Geronimo
10 3 (0.97%) Apache Solr
10 3 (0.97%) SharePoint
11 1 (0.32%) CMS
11 1 (0.32%) Mule
11 1 (0.32%) Oracle Coherence
Applications
1 21 (6.82%) SPSS
2 6 (1.95%) Microsoft Excel
3 5 (1.62%) Weka
4 3 (0.97%) S-PLUS
4 3 (0.97%) Stata
5 1 (0.32%) Gephi
Cloud Services
1 54 (17.53%) Amazon AWS
2 16 (5.19%) Microsoft Azure
3 12 (3.90%) Amazon EMR
4 10 (3.25%) Amazon EC2
5 8 (2.60%) Cloud Computing
6 6 (1.95%) Amazon S3
6 6 (1.95%) Google Cloud Platform
7 2 (0.65%) GitHub
7 2 (0.65%) PaaS
8 1 (0.32%) Amazon CloudWatch
8 1 (0.32%) Amazon Kinesis
8 1 (0.32%) AWS Lambda
8 1 (0.32%) Cortana Intelligence Suite
8 1 (0.32%) IaaS
Communications & Networking
1 7 (2.27%) Kerberos
2 6 (1.95%) LDAP
3 5 (1.62%) Internet
4 3 (0.97%) HTTP
5 2 (0.65%) SSL
6 1 (0.32%) DNS
6 1 (0.32%) Firewall
6 1 (0.32%) FTP
6 1 (0.32%) Intranet
6 1 (0.32%) TCP/IP
6 1 (0.32%) tcpdump
6 1 (0.32%) Wireshark
Database & Business Intelligence
1 290 (94.16%) Hadoop
2 258 (83.77%) Big Data
3 254 (82.47%) Apache Hive
4 123 (39.94%) HBase
5 95 (30.84%) MongoDB
6 88 (28.57%) NoSQL
7 60 (19.48%) Sqoop
8 56 (18.18%) Relational Database
9 54 (17.53%) MySQL
10 53 (17.21%) Impala
11 49 (15.91%) Apache Cassandra
12 43 (13.96%) RDBMS
13 38 (12.34%) Data Mining
14 37 (12.01%) SQL Server
15 35 (11.36%) Neo4j
16 31 (10.06%) Pentaho
17 21 (6.82%) CouchDB
17 21 (6.82%) Mahout
18 20 (6.49%) Data Warehouse
19 18 (5.84%) QlikView
Development Applications
1 23 (7.47%) Git (software)
2 20 (6.49%) Maven
3 18 (5.84%) Ant
4 17 (5.52%) Vagrant
5 14 (4.55%) Talend Open Studio
6 13 (4.22%) Jenkins
7 5 (1.62%) JIRA
7 5 (1.62%) Yeoman
8 4 (1.30%) Gradle
8 4 (1.30%) Team Foundation Server
9 2 (0.65%) gulp
9 2 (0.65%) webpack
10 1 (0.32%) JUnit
10 1 (0.32%) TestNG
General
1 79 (25.65%) Finance
2 20 (6.49%) Retail
3 18 (5.84%) Games
4 13 (4.22%) Banking
5 12 (3.90%) Legal
5 12 (3.90%) Military
6 6 (1.95%) Investment Banking
6 6 (1.95%) Marketing
7 5 (1.62%) Telecoms
8 3 (0.97%) Advertising
8 3 (0.97%) Electronics
8 3 (0.97%) Manufacturing
9 2 (0.65%) Digital Economy
10 1 (0.32%) Automotive
10 1 (0.32%) Financial Institution
Job Titles
1 65 (21.10%) Developer
2 51 (16.56%) Architect
3 43 (13.96%) Data Scientist
3 43 (13.96%) Java Developer
4 36 (11.69%) Data Architect
5 35 (11.36%) Big Data Architect
5 35 (11.36%) Consultant
6 34 (11.04%) Data Engineer
7 23 (7.47%) Hadoop Engineer
8 21 (6.82%) Software Developer
9 19 (6.17%) Data Consultant
9 19 (6.17%) Java Software Developer
9 19 (6.17%) Software Engineer
10 18 (5.84%) Big Data Engineer
11 16 (5.19%) Java Engineer
12 15 (4.87%) Analyst
12 15 (4.87%) Big Data Consultant
13 14 (4.55%) Administrator
13 14 (4.55%) Big Data Developer
13 14 (4.55%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 67 (21.75%) Kafka
2 61 (19.81%) Java EE
3 50 (16.23%) Spring
4 48 (15.58%) Hibernate
5 37 (12.01%) HTML
6 36 (11.69%) Web Services
7 34 (11.04%) CSS
8 20 (6.49%) Apache Camel
8 20 (6.49%) EJB
8 20 (6.49%) Middleware
9 19 (6.17%) Node.js
10 18 (5.84%) Spring MVC
11 17 (5.52%) CSS3
11 17 (5.52%) HTML5
12 16 (5.19%) AngularJS
13 15 (4.87%) Ajax
13 15 (4.87%) Natural Language Processing
14 14 (4.55%) .NET
14 14 (4.55%) J2EE
14 14 (4.55%) jQuery
Miscellaneous
1 66 (21.43%) Analytical Skills
2 46 (14.94%) Computer Science
3 31 (10.06%) Algorithms
4 18 (5.84%) PKI
5 16 (5.19%) Greenfield Project
6 15 (4.87%) Enterprise Software
7 13 (4.22%) Virtual Team
8 12 (3.90%) Data Structures
9 6 (1.95%) Fintech
10 5 (1.62%) Clustering
10 5 (1.62%) Cyber Attack
10 5 (1.62%) Data Centre
10 5 (1.62%) Management Information System
11 4 (1.30%) Mobile App
12 3 (0.97%) Credit Risk
13 2 (0.65%) Grid Computing
13 2 (0.65%) Hybrid Cloud
13 2 (0.65%) Smartphone
14 1 (0.32%) Cybercrime
14 1 (0.32%) User Experience
Operating Systems
1 64 (20.78%) Linux
2 25 (8.12%) Unix
3 10 (3.25%) Android
3 10 (3.25%) Apple iOS
4 5 (1.62%) Windows
5 2 (0.65%) Solaris
Processes & Methodologies
1 154 (50.00%) Analytics
2 131 (42.53%) MapReduce
3 124 (40.26%) Agile Software Development
4 64 (20.78%) Machine Learning
5 57 (18.51%) Business Intelligence
5 57 (18.51%) Software Engineering
5 57 (18.51%) Visualisation
6 56 (18.18%) Data Analytics
7 46 (14.94%) Open Source
8 42 (13.64%) ETL
9 39 (12.66%) DevOps
10 36 (11.69%) Scrum
11 34 (11.04%) Data Analysis
12 30 (9.74%) Mentoring
13 29 (9.42%) SDLC
14 27 (8.77%) Data Management
15 26 (8.44%) E-Commerce
16 25 (8.12%) Business Analytics
16 25 (8.12%) Line Management
17 24 (7.79%) Big Data Analytics
Programming Languages
1 183 (59.42%) Java
2 166 (53.90%) Python
3 81 (26.30%) SQL
4 73 (23.70%) R
5 51 (16.56%) JavaScript
6 49 (15.91%) Scala
7 47 (15.26%) C#
8 39 (12.66%) C
9 34 (11.04%) Perl
10 30 (9.74%) Ruby
11 24 (7.79%) C++
12 23 (7.47%) PL/SQL
13 19 (6.17%) T-SQL
14 13 (4.22%) MATLAB
15 9 (2.92%) Objective-C
15 9 (2.92%) PHP
16 8 (2.60%) Bash Shell
17 5 (1.62%) Clojure
17 5 (1.62%) Cypher
17 5 (1.62%) VBA
Qualifications
1 83 (26.95%) Degree
2 33 (10.71%) Security Cleared
3 27 (8.77%) DV Cleared
4 23 (7.47%) Numerate Degree
4 23 (7.47%) PhD
5 14 (4.55%) Master's Degree
6 7 (2.27%) Computer Science Degree
6 7 (2.27%) SC Cleared
7 2 (0.65%) CISSP
8 1 (0.32%) AWS Certification
8 1 (0.32%) CCNA
8 1 (0.32%) Cisco Certification
8 1 (0.32%) CISM
8 1 (0.32%) GIAC
8 1 (0.32%) Linux+ Certification
8 1 (0.32%) MCSE
8 1 (0.32%) Microsoft Certification
8 1 (0.32%) Network+ Certification
8 1 (0.32%) SANS
8 1 (0.32%) SSCP
Quality Assurance & Compliance
1 10 (3.25%) Data Quality
2 4 (1.30%) GCP
3 2 (0.65%) SLA
4 1 (0.32%) GDPR
4 1 (0.32%) QA
4 1 (0.32%) Sarbanes-Oxley
System Software
1 91 (29.55%) HDFS
2 58 (18.83%) Apache Flume
3 22 (7.14%) Docker
3 22 (7.14%) Hyper-V
3 22 (7.14%) VMware Infrastructure
4 6 (1.95%) Apache ZooKeeper
5 5 (1.62%) Virtual Machines
5 5 (1.62%) VirtualBox
6 2 (0.65%) Active Directory
6 2 (0.65%) Oracle RAC
7 1 (0.32%) Cronacle
Systems Management
1 67 (21.75%) Oozie
2 30 (9.74%) Ambari
3 19 (6.17%) Ansible
4 9 (2.92%) Hadoop YARN
5 8 (2.60%) Puppet
6 7 (2.27%) Opscode Chef
7 5 (1.62%) Mesos
7 5 (1.62%) Terraform
8 3 (0.97%) Kubernetes
9 1 (0.32%) Control-M
9 1 (0.32%) Docker Swarm
9 1 (0.32%) Ganglia
9 1 (0.32%) Kibana
9 1 (0.32%) Nagios
9 1 (0.32%) QRadar
9 1 (0.32%) Tivoli
Vendors
1 60 (19.48%) Oracle
2 44 (14.29%) Tableau
3 35 (11.36%) Hortonworks
4 25 (8.12%) Cloudera
5 22 (7.14%) VMware
6 20 (6.49%) TIBCO
7 14 (4.55%) Talend
7 14 (4.55%) Teradata
8 10 (3.25%) Informatica
8 10 (3.25%) MapR
9 9 (2.92%) Microsoft
10 7 (2.27%) Cognos
11 6 (1.95%) Alteryx
11 6 (1.95%) Netezza
11 6 (1.95%) SAP
12 5 (1.62%) Ab Initio
12 5 (1.62%) Google
12 5 (1.62%) RapidMiner
12 5 (1.62%) Splunk
12 5 (1.62%) Vertica
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 8 hours ago
London
TDA Group
Salary: £80000 - £90000 per annum + + Benefits + Bonus
Posted: 2 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 2 days ago
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £130,000 + benefits
Posted: 3 days ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum + bonus and additional benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 3 days ago
London
Premier IT
Salary: £70000 - £100000 per annum
Posted: 3 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 7 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 12 days ago
London
Hays London City Cheapside
Salary: £90000.00 - £110000.00 per annum
Posted: 13 days ago
London
Montash Limited
Salary: £45000 - £55000 per annum + Benefits
Posted: 8 days ago
City of London
CPS Group Limited
Salary: £60000 per annum
Posted: 22 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Posted: 22 days ago