The table below looks at the statistics for Apache Pig skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Apache Pig over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Apache Pig
UK / England
Rank 619 670 779
Rank change year-on-year
+51 +109
Permanent jobs citing Apache Pig 222 255 153
As % of all permanent IT jobs located in England 0.28% 0.28% 0.16%
As % of the Application Platforms category 1.59% 1.47% 0.76%
Number of salaries quoted 176 188 129
Median salary £60,000 £65,000 £62,500
Median salary % change year-on-year
-7.69% +4.00%
90% offered a salary of more than £39,500 £42,000 £47,000
10% offered a salary of more than £80,000 £85,000 £87,500
UK excluding London median salary £50,000 £57,500 £55,000
% change year-on-year
-13.04% +4.54%

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

Application Platforms Category
England
Permanent IT job ads with a match in the
Application Platforms category
13919 17291 20112
As % of all permanent IT jobs located in England 17.62% 18.73% 20.45%
Number of salaries quoted 11767 14591 17126
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £28,500 £28,500 £27,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Apache Pig
Jobs Demand Trend in England

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

Apache Pig Jobs Demand Trend 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 across the England region.

Apache Pig Salary Trend in England

Apache Pig
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Apache Pig across the England region over the 3 months to 23 January 2017.

Apache Pig Salary Histogram 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 23 January 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 +20 110 £67,500 -3.57% 24
South West +40 42 £47,000 -37.33%
North West +13 34 £55,000 - 7
South East +73 21 £50,000 -16.66% 4
West Midlands -25 7 £77,500 +34.78%
North East - 5 £45,000 -
East of England -3 3 £80,000 +100.00% 1
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 23 January 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.

1 438 (96.90%) Hadoop
2 411 (90.93%) Apache Hive
3 358 (79.20%) Big Data
4 348 (76.99%) Java
5 320 (70.80%) Apache Spark
6 219 (48.45%) Python
7 214 (47.35%) Analytics
8 160 (35.40%) Agile Software Development
9 148 (32.74%) Business Intelligence
9 148 (32.74%) MapReduce
10 147 (32.52%) HBase
11 142 (31.42%) MongoDB
12 133 (29.42%) Linux
12 133 (29.42%) Software Engineering
13 123 (27.21%) SQL
14 113 (25.00%) Java EE
15 110 (24.34%) C
16 106 (23.45%) C#
16 106 (23.45%) Security Cleared
17 105 (23.23%) Scala
17 105 (23.23%) Data Analytics
18 102 (22.57%) Scrum
19 98 (21.68%) HDFS
20 97 (21.46%) NoSQL
21 95 (21.02%) C++
22 94 (20.80%) Finance
23 92 (20.35%) Degree
23 92 (20.35%) R
24 91 (20.13%) Relational Database
24 91 (20.13%) MySQL

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 (70.80%) Apache Spark
2 75 (16.59%) Elasticsearch
3 62 (13.72%) Apache
4 58 (12.83%) SAS
5 21 (4.65%) WebLogic
6 10 (2.21%) Apache Solr
7 8 (1.77%) Confluence
8 5 (1.11%) OpenStack
9 3 (0.66%) JBoss
10 1 (0.22%) Apache Geronimo
10 1 (0.22%) GlassFish
10 1 (0.22%) Tomcat
10 1 (0.22%) WebSphere
Applications
1 33 (7.30%) SPSS
2 3 (0.66%) MS Excel
3 2 (0.44%) CPLEX
3 2 (0.44%) S-PLUS
3 2 (0.44%) Stata
4 1 (0.22%) Gephi
4 1 (0.22%) Weka
Business Applications
1 6 (1.33%) SAP Oil and Gas
2 2 (0.44%) FastStats
3 1 (0.22%) Dynamics NAV
Cloud Services
1 87 (19.25%) Amazon AWS
2 20 (4.42%) Microsoft Azure
3 13 (2.88%) Amazon EMR
3 13 (2.88%) Google Cloud Platform
4 12 (2.65%) Amazon EC2
4 12 (2.65%) Cloud Computing
5 11 (2.43%) Amazon S3
6 7 (1.55%) GitHub
7 6 (1.33%) Google Analytics
8 3 (0.66%) SaaS
9 2 (0.44%) AWS Lambda
10 1 (0.22%) Google Compute Engine
10 1 (0.22%) iTunes
Communications & Networking
1 28 (6.19%) Kerberos
2 16 (3.54%) Firewall
2 16 (3.54%) TCP/IP
3 12 (2.65%) HTTP
4 8 (1.77%) Internet
5 6 (1.33%) SSL
6 4 (0.88%) LDAP
7 2 (0.44%) DNS
7 2 (0.44%) FTP
7 2 (0.44%) tcpdump
7 2 (0.44%) Wireshark
8 1 (0.22%) Network Security
Database & Business Intelligence
1 438 (96.90%) Hadoop
2 411 (90.93%) Apache Hive
3 358 (79.20%) Big Data
4 147 (32.52%) HBase
5 142 (31.42%) MongoDB
6 97 (21.46%) NoSQL
7 91 (20.13%) MySQL
7 91 (20.13%) Relational Database
8 78 (17.26%) RDBMS
9 73 (16.15%) Apache Cassandra
10 57 (12.61%) Impala
11 55 (12.17%) Data Warehouse
12 48 (10.62%) Pentaho
13 46 (10.18%) Neo4j
13 46 (10.18%) SQL Server
14 43 (9.51%) Sqoop
15 42 (9.29%) Apache Accumulo
15 42 (9.29%) Data Mining
16 22 (4.87%) SQL Server Integration Services
17 21 (4.65%) OLAP
Development Applications
1 47 (10.40%) Vagrant
2 28 (6.19%) JIRA
2 28 (6.19%) Talend Open Studio
3 20 (4.42%) Git (software)
4 12 (2.65%) Jenkins
5 8 (1.77%) git-flow
6 7 (1.55%) Cucumber
7 6 (1.33%) Atlassian Bamboo
7 6 (1.33%) Bitbucket
7 6 (1.33%) CodeSonar
7 6 (1.33%) Robot Framework
7 6 (1.33%) Selenium
7 6 (1.33%) Team Foundation Server
7 6 (1.33%) Yeoman
8 2 (0.44%) JUnit
8 2 (0.44%) TestNG
9 1 (0.22%) Ant
9 1 (0.22%) Hudson
9 1 (0.22%) Maven
9 1 (0.22%) Subversion
General
1 94 (20.80%) Finance
2 34 (7.52%) Military
3 26 (5.75%) Games
3 26 (5.75%) Retail
3 26 (5.75%) Telecoms
4 19 (4.20%) Marketing
5 18 (3.98%) Banking
6 16 (3.54%) Manufacturing
7 8 (1.77%) Electronics
8 6 (1.33%) Investment Banking
9 5 (1.11%) Advertising
9 5 (1.11%) Front Office
10 3 (0.66%) Automotive
11 1 (0.22%) Back Office
Job Titles
1 88 (19.47%) Architect
2 82 (18.14%) Software Engineer
3 73 (16.15%) Developer
4 63 (13.94%) Data Architect
5 62 (13.72%) Java Engineer
6 58 (12.83%) Big Data Architect
7 52 (11.50%) Data Scientist
8 45 (9.96%) Consultant
9 41 (9.07%) Data Engineer
10 39 (8.63%) Lead Software Engineer
11 33 (7.30%) Big Data Engineer
12 32 (7.08%) Data Consultant
13 31 (6.86%) Java Developer
14 29 (6.42%) Administrator
14 29 (6.42%) Hadoop Administrator
15 27 (5.97%) Big Data Consultant
16 24 (5.31%) Hadoop Developer
16 24 (5.31%) Java Software Engineer
17 21 (4.65%) Senior Developer
18 19 (4.20%) Analyst
Libraries, Frameworks & Software Standards
1 113 (25.00%) Java EE
2 76 (16.81%) Spring
3 74 (16.37%) Hibernate
4 59 (13.05%) HTML
5 58 (12.83%) Apache Camel
6 56 (12.39%) AngularJS
6 56 (12.39%) HTML5
6 56 (12.39%) Node.js
7 53 (11.73%) CSS
7 53 (11.73%) jQuery
8 52 (11.50%) Middleware
9 51 (11.28%) CSS3
10 42 (9.29%) Web Services
11 37 (8.19%) STL
12 34 (7.52%) Kafka
13 33 (7.30%) LAMP
14 27 (5.97%) .NET
15 26 (5.75%) J2EE
16 22 (4.87%) EJB
17 13 (2.88%) Spark Streaming
Miscellaneous
1 86 (19.03%) Visualisation
2 66 (14.60%) Analytical Skills
3 55 (12.17%) Computer Science
4 37 (8.19%) PKI
5 20 (4.42%) Mathematics
6 18 (3.98%) Algorithms
7 16 (3.54%) Management Information System
8 15 (3.32%) Statistics
9 12 (2.65%) Cyber Attack
10 11 (2.43%) Cybercrime
11 10 (2.21%) Credit Risk
12 8 (1.77%) Wiki
13 7 (1.55%) Data Centre
13 7 (1.55%) Data Integration
14 6 (1.33%) DataPower
14 6 (1.33%) Economics
15 5 (1.11%) Clustering
15 5 (1.11%) Derivative
15 5 (1.11%) Equities
15 5 (1.11%) Foreign Exchange (FX)
Operating Systems
1 133 (29.42%) Linux
2 37 (8.19%) Android
2 37 (8.19%) Apple iOS
3 23 (5.09%) Unix
4 7 (1.55%) Windows
5 6 (1.33%) Mac OS X
6 3 (0.66%) CentOS
6 3 (0.66%) Debian
6 3 (0.66%) Red Hat Enterprise Linux
6 3 (0.66%) Ubuntu
Processes & Methodologies
1 214 (47.35%) Analytics
2 160 (35.40%) Agile Software Development
3 148 (32.74%) Business Intelligence
3 148 (32.74%) MapReduce
4 133 (29.42%) Software Engineering
5 105 (23.23%) Data Analytics
6 102 (22.57%) Scrum
7 84 (18.58%) Open Source
8 73 (16.15%) ETL
9 66 (14.60%) Time Management
10 64 (14.16%) Cybersecurity
11 63 (13.94%) DevOps
12 60 (13.27%) Data Modelling
13 50 (11.06%) SDLC
14 49 (10.84%) Machine Learning
15 46 (10.18%) Multithreading
16 45 (9.96%) Mentoring
17 44 (9.73%) Data Management
18 42 (9.29%) Information Security
19 38 (8.41%) Continuous Delivery
Programming Languages
1 348 (76.99%) Java
2 219 (48.45%) Python
3 123 (27.21%) SQL
4 110 (24.34%) C
5 106 (23.45%) C#
6 105 (23.23%) Scala
7 95 (21.02%) C++
8 92 (20.35%) R
9 87 (19.25%) JavaScript
10 63 (13.94%) Ruby
11 58 (12.83%) Perl
12 37 (8.19%) Objective-C
13 25 (5.53%) MATLAB
14 19 (4.20%) Bash Shell
14 19 (4.20%) PHP
14 19 (4.20%) Shell Script
15 14 (3.10%) Clojure
16 13 (2.88%) PowerShell
17 12 (2.65%) PL/SQL
18 11 (2.43%) T-SQL
Qualifications
1 106 (23.45%) Security Cleared
2 92 (20.35%) Degree
3 74 (16.37%) DV Cleared
4 31 (6.86%) PhD
5 23 (5.09%) SC Cleared
6 19 (4.20%) CISSP
7 16 (3.54%) CCNA
7 16 (3.54%) Cisco Certification
7 16 (3.54%) GIAC
7 16 (3.54%) Linux+ Certification
7 16 (3.54%) MCSE
7 16 (3.54%) Microsoft Certification
7 16 (3.54%) Network+ Certification
7 16 (3.54%) SANS
7 16 (3.54%) SSCP
8 6 (1.33%) CompTIA Security+
8 6 (1.33%) Security+ Certification
9 2 (0.44%) CISM
10 1 (0.22%) CISA
10 1 (0.22%) MBA
Quality Assurance & Compliance
1 16 (3.54%) Data Quality
2 2 (0.44%) IAS 39
2 2 (0.44%) QA
3 1 (0.22%) GCP
System Software
1 98 (21.68%) HDFS
2 59 (13.05%) Apache Flume
3 52 (11.50%) Hyper-V
3 52 (11.50%) VMware Infrastructure
4 44 (9.73%) Docker
5 18 (3.98%) Apache ZooKeeper
6 6 (1.33%) Virtual Machines
6 6 (1.33%) VirtualBox
6 6 (1.33%) vSphere
7 1 (0.22%) Active Directory
7 1 (0.22%) GPFS
Systems Management
1 86 (19.03%) Oozie
2 50 (11.06%) Hadoop YARN
3 49 (10.84%) Ansible
4 33 (7.30%) Puppet
5 25 (5.53%) Opscode Chef
6 8 (1.77%) Ambari
7 7 (1.55%) Salt
8 2 (0.44%) Nagios
8 2 (0.44%) QRadar
8 2 (0.44%) Tivoli
9 1 (0.22%) Ganglia
9 1 (0.22%) Graphite
9 1 (0.22%) Kubernetes
9 1 (0.22%) Mesos
9 1 (0.22%) Terraform
9 1 (0.22%) ZABBIX
Vendors
1 89 (19.69%) Oracle
2 52 (11.50%) VMware
3 49 (10.84%) Tableau
4 31 (6.86%) Cloudera
4 31 (6.86%) Hortonworks
5 28 (6.19%) Talend
6 26 (5.75%) TIBCO
7 22 (4.87%) Cognos
8 16 (3.54%) MapR
9 15 (3.32%) Microsoft
10 12 (2.65%) SAP
11 10 (2.21%) Google
12 9 (1.99%) Teradata
13 8 (1.77%) Informatica
13 8 (1.77%) SaltStack
14 7 (1.55%) Red Hat
15 6 (1.33%) Splunk
16 4 (0.88%) Alteryx
16 4 (0.88%) Hitachi
16 4 (0.88%) Vertica
Chester, Cheshire
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Salary: £50000 - £70000 per annum + benefits
Posted: 4 hours ago
Oxfordshire
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Salary: £50000 - £90000 per annum + equity
Posted: 12 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 5 hours ago
City, London
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Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
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Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 10 hours ago
London
Empiric Solutions
Salary: Bonus + Benefits
Posted: 5 days ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £70000 - £83000 Per Annum
Posted: 3 days ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 5 days ago
Brentford, Middlesex
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 6 days ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 6 days ago
London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 7 days ago
Brentford
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 6 days ago
City, London
Oliver Bernard
Salary: £75000 - £85000 per annum + Benefits
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
London
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Salary: £85000 - £95000 per annum + bonus and benefits
Posted: 6 days ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
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Staines
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Salary: Competitve + benefits
Posted: 5 days ago
London
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Salary: £40,000 - £50,000 per year
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 6 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 11 days ago
London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Client Server
Salary: £50k to £80k (multiple roles) + benefits
Posted: 17 days ago
Cambridgeshire
Lawrence Harvey
Salary: £35000.00 - £50000.00 per annum
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Staines
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Salary: Competitive + benefits
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Manchester, Lancashire
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Salary: Competitive Base Salary with pension, bonus and other
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