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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Apache Pig
UK / England
Rank 643 683 785
Rank change year-on-year +40 +102  
Permanent jobs citing Apache Pig 180 242 153
As % of all permanent IT jobs advertised in England 0.23% 0.25% 0.15%
As % of the Application Platforms category 1.27% 1.33% 0.78%
Number of salaries quoted 140 153 117
Median salary £65,000 £65,000 £70,000
Median salary % change year-on-year - -7.14%  
90% offered a salary of more than £42,500 £52,500 £45,000
10% offered a salary of more than £100,000 £90,000 £93,250
UK excluding London median salary £52,500 £57,500 £55,000
% change year-on-year -8.69% +4.54%  

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 14205 18152 19619
As % of all permanent IT job vacancies advertised in England 17.80% 18.81% 19.84%
Number of salaries quoted 11880 15452 16409
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £29,000 £27,500 £27,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £40,000 £40,000 £40,000

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 24 March 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 24 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
London -10 87 £77,000 +10.00% 18
North West +12 31 £52,500 - 7
South West +35 29 £47,000 -27.13% 1
South East +60 15 £70,000 +21.73% 2
East of England +30 13 £55,000 -
North East - 4 £45,000 -
West Midlands -1 1 - -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 24 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 across the England region with a requirement for Apache Pig.

1 406 (95.98%) Hadoop
2 367 (86.76%) Apache Hive
3 356 (84.16%) Big Data
4 320 (75.65%) Apache Spark
5 300 (70.92%) Java
6 205 (48.46%) Python
7 183 (43.26%) Analytics
8 156 (36.88%) Agile Software Development
9 152 (35.93%) HBase
10 150 (35.46%) MongoDB
11 143 (33.81%) MapReduce
12 122 (28.84%) Linux
13 118 (27.90%) Java EE
14 111 (26.24%) Business Intelligence
15 110 (26.00%) Software Engineering
16 107 (25.30%) HDFS
17 96 (22.70%) Degree
17 96 (22.70%) MySQL
18 94 (22.22%) C
19 93 (21.99%) C#
19 93 (21.99%) Oracle
20 90 (21.28%) Oozie
20 90 (21.28%) Data Analytics
21 89 (21.04%) Visualisation
21 89 (21.04%) JavaScript
22 88 (20.80%) Open Source
22 88 (20.80%) NoSQL
23 87 (20.57%) Relational Database
24 86 (20.33%) SQL
25 85 (20.09%) Spring

Apache Pig
Top Related 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
1 320 (75.65%) Apache Spark
2 70 (16.55%) Elasticsearch
3 59 (13.95%) Apache
4 46 (10.87%) SAS
5 17 (4.02%) WebLogic
6 14 (3.31%) GlassFish
6 14 (3.31%) JBoss
6 14 (3.31%) Tomcat
7 4 (0.95%) Apache Geronimo
7 4 (0.95%) Apache Solr
7 4 (0.95%) WebSphere
8 3 (0.71%) Confluence
8 3 (0.71%) OpenStack
8 3 (0.71%) SharePoint
9 1 (0.24%) Oracle Coherence
Applications
1 21 (4.96%) SPSS
2 7 (1.65%) MS Excel
3 4 (0.95%) S-PLUS
3 4 (0.95%) Stata
3 4 (0.95%) Weka
4 2 (0.47%) Gephi
Business Applications
1 4 (0.95%) SAP Oil and Gas
Cloud Services
1 74 (17.49%) Amazon AWS
2 21 (4.96%) Microsoft Azure
3 12 (2.84%) Google Cloud Platform
4 9 (2.13%) Amazon EMR
5 8 (1.89%) Amazon EC2
5 8 (1.89%) Cloud Computing
6 6 (1.42%) Amazon S3
7 3 (0.71%) Google Analytics
8 1 (0.24%) Amazon Kinesis
8 1 (0.24%) AWS Lambda
8 1 (0.24%) GitHub
8 1 (0.24%) Google Compute Engine
8 1 (0.24%) SaaS
Communications & Networking
1 32 (7.57%) Kerberos
2 9 (2.13%) Firewall
2 9 (2.13%) TCP/IP
3 8 (1.89%) HTTP
4 7 (1.65%) LDAP
5 6 (1.42%) Internet
6 4 (0.95%) SSL
7 3 (0.71%) DNS
7 3 (0.71%) FTP
7 3 (0.71%) tcpdump
7 3 (0.71%) Wireshark
8 1 (0.24%) Intranet
8 1 (0.24%) Network Security
Database & Business Intelligence
1 406 (95.98%) Hadoop
2 367 (86.76%) Apache Hive
3 356 (84.16%) Big Data
4 152 (35.93%) HBase
5 150 (35.46%) MongoDB
6 96 (22.70%) MySQL
7 88 (20.80%) NoSQL
8 87 (20.57%) Relational Database
9 79 (18.68%) RDBMS
10 62 (14.66%) Impala
11 60 (14.18%) Apache Cassandra
12 58 (13.71%) Sqoop
13 53 (12.53%) SQL Server
14 50 (11.82%) Neo4j
15 42 (9.93%) Pentaho
16 35 (8.27%) Data Warehouse
17 33 (7.80%) Data Mining
18 31 (7.33%) Apache Accumulo
19 20 (4.73%) Mahout
20 18 (4.26%) PostgreSQL
Development Applications
1 34 (8.04%) Vagrant
2 28 (6.62%) Git (software)
3 19 (4.49%) Talend Open Studio
4 15 (3.55%) JIRA
5 14 (3.31%) Ant
5 14 (3.31%) Maven
6 9 (2.13%) Jenkins
7 8 (1.89%) Team Foundation Server
8 6 (1.42%) git-flow
8 6 (1.42%) Yeoman
9 4 (0.95%) Atlassian Bamboo
9 4 (0.95%) Bitbucket
9 4 (0.95%) CodeSonar
9 4 (0.95%) Gradle
9 4 (0.95%) Robot Framework
9 4 (0.95%) Selenium
10 2 (0.47%) JUnit
10 2 (0.47%) TestNG
11 1 (0.24%) Hudson
11 1 (0.24%) Subversion
General
1 72 (17.02%) Finance
2 36 (8.51%) Military
3 23 (5.44%) Retail
4 22 (5.20%) Games
5 17 (4.02%) Telecoms
6 15 (3.55%) Marketing
7 14 (3.31%) Banking
8 9 (2.13%) Manufacturing
9 7 (1.65%) Electronics
10 4 (0.95%) Advertising
11 1 (0.24%) Automotive
11 1 (0.24%) Investment Banking
Job Titles
1 90 (21.28%) Architect
2 76 (17.97%) Developer
3 61 (14.42%) Data Architect
4 60 (14.18%) Software Engineer
5 55 (13.00%) Big Data Architect
6 49 (11.58%) Java Engineer
7 46 (10.87%) Data Scientist
7 46 (10.87%) Java Developer
8 45 (10.64%) Data Engineer
9 43 (10.17%) Consultant
10 33 (7.80%) Big Data Engineer
11 31 (7.33%) Administrator
11 31 (7.33%) Hadoop Administrator
12 29 (6.86%) Data Consultant
13 27 (6.38%) Lead Software Engineer
14 26 (6.15%) Software Developer
15 25 (5.91%) Big Data Consultant
15 25 (5.91%) Hadoop Engineer
16 23 (5.44%) Java Software Developer
17 21 (4.96%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 118 (27.90%) Java EE
2 85 (20.09%) Spring
3 84 (19.86%) Hibernate
4 60 (14.18%) HTML
5 59 (13.95%) CSS
6 57 (13.48%) Apache Camel
7 52 (12.29%) Middleware
8 49 (11.58%) Kafka
9 48 (11.35%) Node.js
10 47 (11.11%) jQuery
11 46 (10.87%) AngularJS
12 45 (10.64%) CSS3
12 45 (10.64%) HTML5
12 45 (10.64%) Web Services
13 28 (6.62%) LAMP
14 26 (6.15%) EJB
14 26 (6.15%) STL
15 23 (5.44%) J2EE
16 19 (4.49%) .NET
17 18 (4.26%) Spring MVC
Miscellaneous
1 55 (13.00%) Computer Science
2 53 (12.53%) Analytical Skills
3 38 (8.98%) PKI
4 24 (5.67%) Algorithms
5 14 (3.31%) Enterprise Software
6 12 (2.84%) Management Information System
7 9 (2.13%) Credit Risk
7 9 (2.13%) Cyber Attack
8 8 (1.89%) Clustering
8 8 (1.89%) Fintech
9 7 (1.65%) Virtual Team
10 5 (1.18%) Cybercrime
10 5 (1.18%) Data Centre
10 5 (1.18%) DataPower
11 3 (0.71%) Cyberthreat
11 3 (0.71%) Data Structures
11 3 (0.71%) Mobile App
11 3 (0.71%) Smartphone
11 3 (0.71%) User Experience
11 3 (0.71%) Wiki
Operating Systems
1 122 (28.84%) Linux
2 36 (8.51%) Unix
3 26 (6.15%) Android
3 26 (6.15%) Apple iOS
4 6 (1.42%) Windows
5 4 (0.95%) Mac OS X
6 3 (0.71%) CentOS
6 3 (0.71%) Debian
6 3 (0.71%) Red Hat Enterprise Linux
6 3 (0.71%) Ubuntu
Processes & Methodologies
1 183 (43.26%) Analytics
2 156 (36.88%) Agile Software Development
3 143 (33.81%) MapReduce
4 111 (26.24%) Business Intelligence
5 110 (26.00%) Software Engineering
6 90 (21.28%) Data Analytics
7 89 (21.04%) Visualisation
8 88 (20.80%) Open Source
9 79 (18.68%) Scrum
10 67 (15.84%) DevOps
11 63 (14.89%) Time Management
12 57 (13.48%) ETL
13 55 (13.00%) SDLC
14 48 (11.35%) Information Security
15 47 (11.11%) Data Management
15 47 (11.11%) Machine Learning
15 47 (11.11%) Mentoring
16 45 (10.64%) Cybersecurity
17 37 (8.75%) Big Data Analytics
18 33 (7.80%) Data Modelling
Programming Languages
1 300 (70.92%) Java
2 205 (48.46%) Python
3 94 (22.22%) C
4 93 (21.99%) C#
5 89 (21.04%) JavaScript
6 86 (20.33%) SQL
7 77 (18.20%) R
8 71 (16.78%) Scala
9 61 (14.42%) C++
10 60 (14.18%) Ruby
11 56 (13.24%) Perl
12 26 (6.15%) Objective-C
13 20 (4.73%) PL/SQL
14 18 (4.26%) MATLAB
14 18 (4.26%) T-SQL
15 17 (4.02%) Bash Shell
16 12 (2.84%) PHP
17 10 (2.36%) Clojure
18 6 (1.42%) Shell Script
18 6 (1.42%) VBA
Qualifications
1 96 (22.70%) Degree
2 80 (18.91%) Security Cleared
3 65 (15.37%) DV Cleared
4 26 (6.15%) PhD
5 14 (3.31%) SC Cleared
6 13 (3.07%) CISSP
7 9 (2.13%) CCNA
7 9 (2.13%) Cisco Certification
7 9 (2.13%) GIAC
7 9 (2.13%) Linux+ Certification
7 9 (2.13%) MCSE
7 9 (2.13%) Microsoft Certification
7 9 (2.13%) Network+ Certification
7 9 (2.13%) SANS
7 9 (2.13%) SSCP
8 4 (0.95%) CompTIA Security+
8 4 (0.95%) Security+ Certification
9 3 (0.71%) CISM
10 1 (0.24%) CISA
10 1 (0.24%) MBA
Quality Assurance & Compliance
1 15 (3.55%) Data Quality
2 2 (0.47%) IAS 39
2 2 (0.47%) IFRS
2 2 (0.47%) IFRS 9
3 1 (0.24%) GCP
3 1 (0.24%) QA
3 1 (0.24%) SLA
System Software
1 107 (25.30%) HDFS
2 58 (13.71%) Apache Flume
3 52 (12.29%) Hyper-V
3 52 (12.29%) VMware Infrastructure
4 41 (9.69%) Docker
5 12 (2.84%) Apache ZooKeeper
6 6 (1.42%) Virtual Machines
6 6 (1.42%) VirtualBox
7 4 (0.95%) vSphere
8 1 (0.24%) Active Directory
8 1 (0.24%) Oracle RAC
Systems Management
1 90 (21.28%) Oozie
2 39 (9.22%) Ansible
3 36 (8.51%) Hadoop YARN
4 18 (4.26%) Puppet
5 15 (3.55%) Opscode Chef
6 12 (2.84%) Ambari
7 4 (0.95%) Salt
7 4 (0.95%) Terraform
8 3 (0.71%) QRadar
9 2 (0.47%) Tivoli
10 1 (0.24%) Ganglia
10 1 (0.24%) Kubernetes
10 1 (0.24%) Mesos
10 1 (0.24%) Nagios
Vendors
1 93 (21.99%) Oracle
2 52 (12.29%) VMware
3 50 (11.82%) Tableau
4 39 (9.22%) Hortonworks
5 29 (6.86%) Cloudera
6 28 (6.62%) TIBCO
7 19 (4.49%) Talend
8 14 (3.31%) Cognos
8 14 (3.31%) MapR
8 14 (3.31%) Microsoft
8 14 (3.31%) SAP
8 14 (3.31%) Teradata
9 11 (2.60%) Informatica
10 9 (2.13%) Google
10 9 (2.13%) Splunk
11 7 (1.65%) Alteryx
11 7 (1.65%) Red Hat
12 6 (1.42%) Ab Initio
13 3 (0.71%) IBM
13 3 (0.71%) Vertica
London
TEKsystems
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: Yesterday
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: Yesterday
Central London / West End
ClearCube Consulting
Salary: From £50,000 to £70,000 per annum + Benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £40,000 to £65,000 per annum
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £90000 - £120000 per annum + Bonus+ Excellent Benefits
Posted: 10 hours ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: Yesterday
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 3 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Manchester, Lancashire
Experis Ltd
Salary: £40000.00 - £65000.00 per annum
Posted: 2 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Salary: Perm or contract - competitive salary + benefits OR day rate contract
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Benefits & Bonus included
Posted: 4 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 14 days ago
London
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus, Pension, Travel Allowence
Posted: 14 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 8 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 14 days ago
London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 21 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 11 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 18 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 26 days ago
City, London
Accenture
Salary: Competitive
Posted: 16 days ago