The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 442 545 553
Rank change year-on-year
+103 +8
Contract jobs citing Apache Pig 162 76 61
As % of all contract IT jobs located in England 0.35% 0.15% 0.12%
As % of the Application Platforms category 1.99% 0.90% 0.68%
Number of daily rates quoted 95 45 32
Median daily rate £550 £550 £500
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £421 £435 £410
10% offered a daily rate of more than £663 £650 £643
UK excluding London median daily rate £526 £550 £550
% change year-on-year
-4.45% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Apache Pig
UK

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

Application Platforms Category
England
Contract IT job ads with a match in the
Application Platforms category
8145 8445 8977
As % of all contract IT jobs located in England 17.76% 16.77% 17.42%
Number of daily rates quoted 5236 5372 5808
Median daily rate £425 £413 £395
Median daily rate % change year-on-year
+3.03% +4.43%
90% offered a daily rate of more than £275 £250 £225
10% offered a daily rate of more than £600 £550 £538
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 167 239 328
Median hourly rate £19.00 £19.50 £20.00
Median hourly rate % change year-on-year
-2.56% -2.50%
90% offered a hourly rate of more than £13.00 £11.45 £12.00
10% offered a hourly rate of more than £50.00 £41.50 £43.75
UK excluding London median hourly rate £21.47 £17.50 £19.75
% change year-on-year
+22.65% -11.39%

Apache Pig
Jobs Demand Trend in England

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

Apache Pig Jobs Demand Trend in England

Apache Pig
Daily Rate Trend in England

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

Apache Pig Daily Rate Trend in England

Apache Pig
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the England region over the 3 months to 10 December 2016.

Apache Pig Daily Rate Histogram in England

Apache Pig
Hourly Rate Trend in England

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

Apache Pig Hourly Rate Trend in England

Apache Pig
Contract Job Locations in England

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 England region over the 3 months to 10 December 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
London +70 121 £560 -5.08% 20
South East +29 19 £520 -5.54% 1
East of England +10 8 £550 - 3
Yorkshire +21 4 £475 -17.39% 1
North West 0 4 £500 -2.43% 5
West Midlands -15 2 £350 -22.22%
East Midlands - 2 - -
South West - 2 £525 - 3
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 10 December 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 across the England region with a requirement for Apache Pig.

1 238 (91.54%) Hadoop
2 232 (89.23%) Apache Hive
3 224 (86.15%) Big Data
4 148 (56.92%) Apache Spark
5 138 (53.08%) Java
6 124 (47.69%) MapReduce
7 118 (45.38%) HBase
8 109 (41.92%) Python
9 94 (36.15%) SQL
10 92 (35.38%) HDFS
11 76 (29.23%) NoSQL
12 74 (28.46%) Linux
13 71 (27.31%) Scala
14 68 (26.15%) Hadoop YARN
15 67 (25.77%) Apache Cassandra
15 67 (25.77%) Hortonworks
16 65 (25.00%) Analytics
17 62 (23.85%) Sqoop
18 61 (23.46%) Agile Software Development
19 59 (22.69%) Open Source
20 58 (22.31%) Business Intelligence
21 55 (21.15%) Data Warehouse
22 54 (20.77%) Kafka
22 54 (20.77%) Apache Flume
22 54 (20.77%) Oozie
23 52 (20.00%) MongoDB
24 50 (19.23%) ETL
25 48 (18.46%) Finance
25 48 (18.46%) Amazon AWS
26 46 (17.69%) Cloudera

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
1 148 (56.92%) Apache Spark
2 45 (17.31%) Apache
3 20 (7.69%) Apache Solr
4 15 (5.77%) SAS
5 7 (2.69%) Oracle SOA Suite
6 5 (1.92%) Confluence
6 5 (1.92%) Elasticsearch
7 2 (0.77%) nginx
7 2 (0.77%) SharePoint
7 2 (0.77%) Tomcat
8 1 (0.38%) Apache Airflow
8 1 (0.38%) IIS
Applications
1 16 (6.15%) MS Excel
2 9 (3.46%) SPSS
3 4 (1.54%) Weka
Business Applications
1 2 (0.77%) SAP Oil and Gas
Cloud Services
1 48 (18.46%) Amazon AWS
2 33 (12.69%) Microsoft Azure
3 21 (8.08%) Cloud Computing
4 9 (3.46%) Amazon EMR
5 6 (2.31%) IBM Cloud
5 6 (2.31%) Office 365
5 6 (2.31%) SaaS
6 5 (1.92%) AWS Lambda
7 3 (1.15%) Amazon S3
8 2 (0.77%) Amazon EC2
9 1 (0.38%) Amazon Kinesis
9 1 (0.38%) AWS CloudTrail
9 1 (0.38%) BlueKai
9 1 (0.38%) GitHub
9 1 (0.38%) Google Cloud Platform
9 1 (0.38%) IaaS
9 1 (0.38%) PaaS
Communications & Networking
1 26 (10.00%) Kerberos
2 8 (3.08%) LAN
2 8 (3.08%) WAN
3 7 (2.69%) LDAP
4 3 (1.15%) HTTP
4 3 (1.15%) Network Security
Database & Business Intelligence
1 238 (91.54%) Hadoop
2 232 (89.23%) Apache Hive
3 224 (86.15%) Big Data
4 118 (45.38%) HBase
5 76 (29.23%) NoSQL
6 67 (25.77%) Apache Cassandra
7 62 (23.85%) Sqoop
8 55 (21.15%) Data Warehouse
9 52 (20.00%) MongoDB
10 43 (16.54%) Relational Database
11 42 (16.15%) SQL Server
12 30 (11.54%) Impala
12 30 (11.54%) QlikView
13 24 (9.23%) Data Lake
14 23 (8.85%) PostgreSQL
15 21 (8.08%) MySQL
16 18 (6.92%) Data Mining
16 18 (6.92%) SQL Server Integration Services
17 17 (6.54%) RDBMS
18 15 (5.77%) Power BI
Development Applications
1 14 (5.38%) Git (software)
2 11 (4.23%) Talend Open Studio
3 8 (3.08%) Subversion
4 7 (2.69%) Maven
4 7 (2.69%) Mockito
5 6 (2.31%) Jenkins
5 6 (2.31%) JUnit
6 5 (1.92%) JIRA
7 3 (1.15%) Vagrant
8 2 (0.77%) Hudson
9 1 (0.38%) Artifactory
9 1 (0.38%) Atlassian Bamboo
9 1 (0.38%) Bitbucket
9 1 (0.38%) GitLab
9 1 (0.38%) Mercurial
9 1 (0.38%) Selenium
9 1 (0.38%) SonarQube
9 1 (0.38%) Team Foundation Server
General
1 48 (18.46%) Finance
2 41 (15.77%) Banking
3 19 (7.31%) Retail
4 14 (5.38%) Front Office
5 13 (5.00%) Corporate Banking
5 13 (5.00%) Marketing
6 12 (4.62%) Retail Banking
7 10 (3.85%) Investment Banking
8 6 (2.31%) Legal
9 3 (1.15%) Games
10 2 (0.77%) Advertising
10 2 (0.77%) Electronics
10 2 (0.77%) Manufacturing
10 2 (0.77%) Telecoms
Job Titles
1 69 (26.54%) Developer
2 42 (16.15%) Architect
3 37 (14.23%) Data Architect
4 35 (13.46%) Data Engineer
5 33 (12.69%) Big Data Engineer
6 30 (11.54%) Administrator
7 27 (10.38%) Hadoop Developer
8 25 (9.62%) Big Data Architect
8 25 (9.62%) Big Data Developer
9 22 (8.46%) Data Scientist
10 20 (7.69%) Hadoop Engineer
10 20 (7.69%) Java Developer
11 19 (7.31%) Hadoop Administrator
12 18 (6.92%) Consultant
13 15 (5.77%) Data Administrator
14 14 (5.38%) Hadoop Architect
15 13 (5.00%) Java Engineer
15 13 (5.00%) Senior Developer
16 9 (3.46%) Technical Leader
17 8 (3.08%) Data Consultant
Libraries, Frameworks & Software Standards
1 54 (20.77%) Kafka
2 16 (6.15%) Apache Tez
3 12 (4.62%) D3.js
3 12 (4.62%) Web Services
4 11 (4.23%) Hibernate
4 11 (4.23%) REST
5 10 (3.85%) Cascading
6 9 (3.46%) Akka
6 9 (3.46%) AngularJS
6 9 (3.46%) scikit-learn
6 9 (3.46%) Spring
7 8 (3.08%) NumPy
7 8 (3.08%) Oracle GoldenGate
7 8 (3.08%) XML
8 7 (2.69%) jQuery
8 7 (2.69%) Lucene
9 6 (2.31%) .NET
9 6 (2.31%) Drools
9 6 (2.31%) HTML
9 6 (2.31%) J2EE
Miscellaneous
1 37 (14.23%) Analytical Skills
2 33 (12.69%) Visualisation
3 25 (9.62%) Algorithms
4 23 (8.85%) Computer Science
5 21 (8.08%) Mathematics
6 19 (7.31%) Statistics
7 18 (6.92%) Management Information System
8 9 (3.46%) Data Centre
8 9 (3.46%) Grid Computing
9 8 (3.08%) Data Integration
9 8 (3.08%) Foreign Exchange (FX)
10 7 (2.69%) Clustering
11 5 (1.92%) Artificial Intelligence
11 5 (1.92%) Derivative
12 4 (1.54%) Cryptography
12 4 (1.54%) Data Protection Act
12 4 (1.54%) Equities
12 4 (1.54%) iSeries
12 4 (1.54%) Physics
12 4 (1.54%) PKI
Operating Systems
1 74 (28.46%) Linux
2 38 (14.62%) Unix
3 20 (7.69%) Windows
4 11 (4.23%) Red Hat Enterprise Linux
5 2 (0.77%) CentOS
Processes & Methodologies
1 124 (47.69%) MapReduce
2 65 (25.00%) Analytics
3 61 (23.46%) Agile Software Development
4 59 (22.69%) Open Source
5 58 (22.31%) Business Intelligence
6 50 (19.23%) ETL
7 32 (12.31%) Data Modelling
8 30 (11.54%) Data Analysis
9 28 (10.77%) DevOps
10 25 (9.62%) Machine Learning
11 22 (8.46%) Risk Management
12 19 (7.31%) Stakeholder Management
12 19 (7.31%) TDD
13 18 (6.92%) Configuration Management
13 18 (6.92%) High Availability
13 18 (6.92%) Performance Tuning
13 18 (6.92%) Software Engineering
14 15 (5.77%) Data Architecture
14 15 (5.77%) Data Visualisation
14 15 (5.77%) Scrum
Programming Languages
1 138 (53.08%) Java
2 109 (41.92%) Python
3 94 (36.15%) SQL
4 71 (27.31%) Scala
5 41 (15.77%) R
6 35 (13.46%) Shell Script
7 27 (10.38%) Perl
8 21 (8.08%) C
9 17 (6.54%) Bash Shell
10 16 (6.15%) Ruby
11 14 (5.38%) C#
12 13 (5.00%) T-SQL
13 12 (4.62%) C++
14 8 (3.08%) MATLAB
15 6 (2.31%) Haskell
15 6 (2.31%) JavaScript
15 6 (2.31%) PHP
16 5 (1.92%) PL/SQL
17 3 (1.15%) HiveQL
17 3 (1.15%) Pig Latin
Qualifications
1 32 (12.31%) Degree
2 17 (6.54%) Security Cleared
3 12 (4.62%) PhD
4 10 (3.85%) DV Cleared
5 8 (3.08%) SC Cleared
6 1 (0.38%) BC Cleared
6 1 (0.38%) BPSS Clearance
6 1 (0.38%) CISSP
6 1 (0.38%) PMI Certification
6 1 (0.38%) PMP
Quality Assurance & Compliance
1 9 (3.46%) Data Quality
2 8 (3.08%) QA
3 7 (2.69%) SLA
4 5 (1.92%) ISO/IEC 27001
5 4 (1.54%) PCI DSS
6 3 (1.15%) Disclosure Scotland
6 3 (1.15%) ISAE 3402
6 3 (1.15%) SSAE 16
System Software
1 92 (35.38%) HDFS
2 54 (20.77%) Apache Flume
3 26 (10.00%) Apache ZooKeeper
4 10 (3.85%) Docker
5 9 (3.46%) Active Directory
6 8 (3.08%) Oracle RAC
7 2 (0.77%) Ceph
Systems Management
1 68 (26.15%) Hadoop YARN
2 54 (20.77%) Oozie
3 21 (8.08%) Ambari
3 21 (8.08%) Ansible
4 15 (5.77%) Puppet
5 11 (4.23%) Opscode Chef
6 5 (1.92%) Kibana
6 5 (1.92%) Kubernetes
6 5 (1.92%) Mesos
6 5 (1.92%) Nagios
6 5 (1.92%) Terraform
7 3 (1.15%) Control-M
8 2 (0.77%) SCOM
Vendors
1 67 (25.77%) Hortonworks
2 46 (17.69%) Cloudera
3 40 (15.38%) Oracle
4 27 (10.38%) Tableau
5 26 (10.00%) Microsoft
6 24 (9.23%) Teradata
7 18 (6.92%) SAP
8 12 (4.62%) Informatica
8 12 (4.62%) Red Hat
9 11 (4.23%) IBM
9 11 (4.23%) Talend
10 8 (3.08%) Cisco
10 8 (3.08%) Cognos
11 6 (2.31%) Salesforce.com
12 4 (1.54%) Ab Initio
12 4 (1.54%) MicroStrategy
13 3 (1.15%) ParAccel
13 3 (1.15%) Percona
13 3 (1.15%) Splunk
13 3 (1.15%) Sybase
Leeds, West Yorkshire
Reed Technology
Rate: £400 - £500 per day
Posted: 3 days ago
London
Salt
Rate: £500 - £501 per day
Posted: 5 days ago
City, London
Experis Ltd
Rate: £300 - £360 per day
Posted: 2 days ago
London
Icore Tech
Rate: £0.00 per annum
Posted: 5 days ago