The table below looks at the statistics for Apache Pig skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts 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.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Apache Pig
Rank 551 577 574
Rank change year-on-year
+26 -3
Contract jobs citing Apache Pig 94 85 62
As % of all contract IT jobs located in the UK 0.17% 0.15% 0.11%
As % of the Application Platforms category 0.94% 0.81% 0.62%
Number of daily rates quoted 59 41 39
Median daily rate £525 £500 £550
Median daily rate % change year-on-year
+5.00% -9.09%
90% offered a daily rate of more than £408 £450 £395
10% offered a daily rate of more than £608 £650 £660
UK excluding London median daily rate £550 £500 £500
% change year-on-year
+10.00% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.55 -
UK excluding London median hourly rate - £33.55 -

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

Application Platforms Category
UK
Contract IT job ads with a match in the
Application Platforms category
10037 10508 9930
As % of all contract IT jobs located in the UK 18.58% 17.93% 17.84%
Number of daily rates quoted 6562 6603 5814
Median daily rate £423 £388 £375
Median daily rate % change year-on-year
+9.03% +3.33%
90% offered a daily rate of more than £260 £240 £225
10% offered a daily rate of more than £550 £540 £505
UK excluding London median daily rate £400 £375 £350
% change year-on-year
+6.66% +7.14%
Number of hourly rates quoted 281 328 426
Median hourly rate £26.00 £22.00 £18.00
Median hourly rate % change year-on-year
+18.18% +22.22%
90% offered a hourly rate of more than £13.00 £12.00 £11.50
10% offered a hourly rate of more than £45.00 £42.75 £36.60
UK excluding London median hourly rate £27.50 £22.50 £17.50
% change year-on-year
+22.22% +28.57%

Apache Pig
Jobs Demand Trend

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

Apache Pig Jobs Demand Trend in the UK

Apache Pig
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Apache Pig within the UK.

Apache Pig Daily Rate Trend in the UK

Apache Pig
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig within the UK over the 3 months to 31 August 2016.

Apache Pig Daily Rate Histogram in the UK

Apache Pig
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Pig within the UK.

Apache Pig Hourly Rate Trend in the UK

Apache Pig
Top 28 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +21 93 £525 +5.00% 14
London -20 51 £500 - 8
South East - 23 £600 - 5
Yorkshire +14 11 £550 +37.50% 1
Surrey - 11 £500 - 1
South Yorkshire - 11 £550 -
Sheffield - 9 £550 -
Staines - 8 - - 1
Buckinghamshire - 8 - -
City of London +25 7 £569 -9.00% 1
Buckingham - 4 - -
South West +19 3 £400 -38.46%
West Midlands -24 3 £550 +22.22%
Somerset - 3 £400 -
Hampshire - 2 £600 - 1
Egham - 2 - -
Scotland +15 1 - -
Cambridgeshire +6 1 - -
East of England +2 1 - -
Birmingham - 1 - -
Brentford - 1 - -
Middlesex - 1 - -
Cambridge - 1 - -
Fareham - 1 £600 -
Southampton - 1 £600 -
Bridgwater - 1 £400 -
Taunton - 1 £368 -
Barnsley - 1 - -

Apache Pig
Top 30 Related IT Skills

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

1 185 (94.87%) Hadoop
2 181 (92.82%) Apache Hive
3 169 (86.67%) Big Data
4 120 (61.54%) Java
5 102 (52.31%) Apache Spark
6 79 (40.51%) HBase
7 78 (40.00%) MapReduce
8 61 (31.28%) Python
9 60 (30.77%) HDFS
10 59 (30.26%) Apache Flume
11 58 (29.74%) SQL
11 58 (29.74%) Business Intelligence
12 57 (29.23%) Scala
13 50 (25.64%) Agile Software Development
14 48 (24.62%) Sqoop
15 45 (23.08%) ETL
15 45 (23.08%) NoSQL
16 40 (20.51%) Analytics
17 39 (20.00%) Oracle
18 36 (18.46%) Shell Script
19 35 (17.95%) R
19 35 (17.95%) Cloudera
20 34 (17.44%) Apache Cassandra
21 30 (15.38%) SAS
21 30 (15.38%) Data Modelling
22 28 (14.36%) MongoDB
23 27 (13.85%) Linux
23 27 (13.85%) Kafka
24 26 (13.33%) Oozie
24 26 (13.33%) Informatica

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
1 102 (52.31%) Apache Spark
2 30 (15.38%) SAS
3 15 (7.69%) Apache
4 9 (4.62%) Elasticsearch
5 4 (2.05%) Apache Solr
6 3 (1.54%) Confluence
7 2 (1.03%) nginx
7 2 (1.03%) SharePoint
7 2 (1.03%) Tomcat
8 1 (0.51%) GemFire
8 1 (0.51%) IPython
8 1 (0.51%) Oracle Coherence
Applications
1 19 (9.74%) SPSS
2 9 (4.62%) Stata
Cloud Services
1 18 (9.23%) Microsoft Azure
2 17 (8.72%) Amazon AWS
3 11 (5.64%) Amazon EMR
4 3 (1.54%) Cloud Computing
5 1 (0.51%) Amazon EC2
5 1 (0.51%) Amazon S3
5 1 (0.51%) IBM Cloud
5 1 (0.51%) SaaS
Communications & Networking
1 5 (2.56%) Kerberos
1 5 (2.56%) LDAP
2 3 (1.54%) HTTP
2 3 (1.54%) Network Security
3 1 (0.51%) Internet
3 1 (0.51%) SAN
3 1 (0.51%) Wi-Fi
Database & Business Intelligence
1 185 (94.87%) Hadoop
2 181 (92.82%) Apache Hive
3 169 (86.67%) Big Data
4 79 (40.51%) HBase
5 48 (24.62%) Sqoop
6 45 (23.08%) NoSQL
7 34 (17.44%) Apache Cassandra
8 28 (14.36%) MongoDB
9 24 (12.31%) Data Warehouse
10 22 (11.28%) Relational Database
11 21 (10.77%) Impala
12 20 (10.26%) Data Mining
12 20 (10.26%) MySQL
13 19 (9.74%) SQL Server
14 14 (7.18%) QlikView
15 12 (6.15%) Apache Accumulo
15 12 (6.15%) PostgreSQL
16 11 (5.64%) Data Lake
17 10 (5.13%) CouchDB
17 10 (5.13%) Pentaho
Development Applications
1 8 (4.10%) Talend Open Studio
2 7 (3.59%) Git (software)
3 6 (3.08%) Subversion
4 5 (2.56%) Jenkins
4 5 (2.56%) JIRA
5 4 (2.05%) Vagrant
6 2 (1.03%) Cucumber
6 2 (1.03%) JUnit
6 2 (1.03%) PigUnit
6 2 (1.03%) PyUnit
6 2 (1.03%) RSpec
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) Bitbucket
7 1 (0.51%) GitLab
7 1 (0.51%) Hudson
7 1 (0.51%) Maven
7 1 (0.51%) Mercurial
7 1 (0.51%) Selenium
7 1 (0.51%) Yeoman
General
1 19 (9.74%) Finance
2 7 (3.59%) Banking
2 7 (3.59%) Retail
3 5 (2.56%) Legal
4 3 (1.54%) Games
4 3 (1.54%) Marketing
5 2 (1.03%) Front Office
5 2 (1.03%) Investment Banking
5 2 (1.03%) Telecoms
6 1 (0.51%) Advertising
Job Titles
1 67 (34.36%) Developer
2 40 (20.51%) Hadoop Developer
3 38 (19.49%) Architect
4 35 (17.95%) Big Data Developer
5 30 (15.38%) Data Architect
5 30 (15.38%) Data Engineer
6 28 (14.36%) Big Data Architect
7 24 (12.31%) Big Data Engineer
8 21 (10.77%) Hadoop Architect
9 18 (9.23%) Consultant
10 15 (7.69%) Hadoop Engineer
11 14 (7.18%) Data Scientist
12 13 (6.67%) Senior Developer
13 12 (6.15%) Java Developer
14 11 (5.64%) Senior Hadoop Developer
15 9 (4.62%) Apache Spark Developer
16 8 (4.10%) Big Data Consultant
16 8 (4.10%) Data Consultant
16 8 (4.10%) Machine Learning Scientist
16 8 (4.10%) Programmer
Libraries, Frameworks & Software Standards
1 27 (13.85%) Kafka
2 14 (7.18%) Apache Tez
3 13 (6.67%) CSS
3 13 (6.67%) HTML
4 12 (6.15%) Spark Streaming
5 9 (4.62%) Ruby on Rails
6 8 (4.10%) J2EE
7 7 (3.59%) Hibernate
7 7 (3.59%) Pandas
7 7 (3.59%) scikit-learn
7 7 (3.59%) SciPy
8 6 (3.08%) Cascading
8 6 (3.08%) JSON
8 6 (3.08%) NumPy
9 5 (2.56%) JDBC
9 5 (2.56%) jQuery
9 5 (2.56%) REST
9 5 (2.56%) XML
10 4 (2.05%) Ajax
10 4 (2.05%) AngularJS
Miscellaneous
1 15 (7.69%) Analytical Skills
2 14 (7.18%) Computer Science
3 12 (6.15%) Algorithms
4 10 (5.13%) Mathematics
5 9 (4.62%) Performance Metrics
5 9 (4.62%) Statistics
6 8 (4.10%) Visualisation
7 6 (3.08%) Artificial Intelligence
8 5 (2.56%) Data Centre
8 5 (2.56%) Fintech
8 5 (2.56%) Management Information System
9 4 (2.05%) Cryptography
9 4 (2.05%) Data Protection Act
9 4 (2.05%) iSeries
9 4 (2.05%) PKI
10 3 (1.54%) Applied Mathematics
10 3 (1.54%) Clustering
10 3 (1.54%) Data Integration
10 3 (1.54%) Smart Energy
11 2 (1.03%) Grid Computing
Operating Systems
1 27 (13.85%) Linux
2 25 (12.82%) Unix
3 4 (2.05%) Red Hat Enterprise Linux
4 3 (1.54%) Windows
5 1 (0.51%) CentOS
Processes & Methodologies
1 78 (40.00%) MapReduce
2 58 (29.74%) Business Intelligence
3 50 (25.64%) Agile Software Development
4 45 (23.08%) ETL
5 40 (20.51%) Analytics
6 30 (15.38%) Data Modelling
7 26 (13.33%) Data Analysis
8 25 (12.82%) E-Commerce
9 23 (11.79%) Open Source
10 15 (7.69%) Data Analytics
11 14 (7.18%) Software Engineering
12 13 (6.67%) Machine Learning
12 13 (6.67%) Scrum
13 12 (6.15%) Data Architecture
14 11 (5.64%) TDD
15 10 (5.13%) Big Data Analytics
15 10 (5.13%) Web Application Development
16 9 (4.62%) Functional Programming
16 9 (4.62%) Stakeholder Management
17 8 (4.10%) Continuous Integration
Programming Languages
1 120 (61.54%) Java
2 61 (31.28%) Python
3 58 (29.74%) SQL
4 57 (29.23%) Scala
5 36 (18.46%) Shell Script
6 35 (17.95%) R
7 25 (12.82%) Perl
8 17 (8.72%) PL/SQL
9 13 (6.67%) PHP
10 12 (6.15%) Ruby
11 9 (4.62%) Bash Shell
11 9 (4.62%) C
11 9 (4.62%) MATLAB
12 6 (3.08%) C#
12 6 (3.08%) JavaScript
13 4 (2.05%) Pig Latin
14 3 (1.54%) C++
14 3 (1.54%) HiveQL
15 2 (1.03%) Groovy
16 1 (0.51%) Haskell
Qualifications
1 16 (8.21%) Security Cleared
2 12 (6.15%) PhD
3 8 (4.10%) Degree
3 8 (4.10%) DV Cleared
4 2 (1.03%) SC Cleared
5 1 (0.51%) BPSS Clearance
5 1 (0.51%) CISSP
Quality Assurance & Compliance
1 4 (2.05%) Data Quality
1 4 (2.05%) ISO/IEC 27001
1 4 (2.05%) PCI DSS
2 3 (1.54%) ISAE 3402
2 3 (1.54%) QA
2 3 (1.54%) SSAE 16
System Software
1 60 (30.77%) HDFS
2 59 (30.26%) Apache Flume
3 7 (3.59%) Active Directory
4 6 (3.08%) Apache ZooKeeper
5 3 (1.54%) Docker
6 2 (1.03%) Ceph
6 2 (1.03%) Virtual Machines
7 1 (0.51%) VirtualBox
Systems Management
1 26 (13.33%) Oozie
2 20 (10.26%) Hadoop YARN
3 8 (4.10%) Ansible
4 7 (3.59%) Opscode Chef
5 6 (3.08%) Ambari
6 5 (2.56%) Control-M
6 5 (2.56%) Puppet
7 1 (0.51%) Ganglia
7 1 (0.51%) Kibana
7 1 (0.51%) Nagios
Vendors
1 39 (20.00%) Oracle
2 35 (17.95%) Cloudera
3 26 (13.33%) Informatica
4 20 (10.26%) Teradata
5 19 (9.74%) Tableau
6 17 (8.72%) Hortonworks
7 12 (6.15%) SAP
8 10 (5.13%) IBM
9 8 (4.10%) Microsoft
9 8 (4.10%) Talend
10 6 (3.08%) Splunk
11 5 (2.56%) Greenplum
12 4 (2.05%) SaltStack
13 3 (1.54%) Cognos
13 3 (1.54%) MapR
13 3 (1.54%) Percona
13 3 (1.54%) Platfora
14 2 (1.03%) Ab Initio
14 2 (1.03%) Vertica
15 1 (0.51%) Terracotta
London
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