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 3 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
3 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 463 567 580
Rank change year-on-year
+104 +13
Contract jobs citing Apache Pig 157 90 57
As % of all contract IT jobs located in the UK 0.32% 0.16% 0.099%
As % of the Application Platforms category 1.77% 0.96% 0.56%
Number of daily rates quoted 96 47 29
Median daily rate £550 £550 £500
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £428 £440 £408
10% offered a daily rate of more than £675 £650 £629
UK excluding London median daily rate £525 £550 £550
% change year-on-year
-4.54% -
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
8869 9335 10110
As % of all contract IT jobs located in the UK 17.93% 16.86% 17.54%
Number of daily rates quoted 5694 5915 6411
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £274 £250 £225
10% offered a daily rate of more than £575 £550 £538
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 181 258 360
Median hourly rate £19.00 £19.50 £19.44
Median hourly rate % change year-on-year
-2.56% +0.30%
90% offered a hourly rate of more than £13.00 £11.41 £12.00
10% offered a hourly rate of more than £54.50 £42.53 £40.00
UK excluding London median hourly rate £20.90 £17.50 £19.50
% change year-on-year
+19.40% -10.25%

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 3 December 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 30 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 3 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
England +75 150 £550 - 30
London +37 107 £561 -3.23% 20
South East +40 22 £526 -4.36% 1
City of London +11 19 £588 -9.61% 8
Surrey +29 11 £550 +76.00%
Staines - 9 £290 -
East of England +18 7 £550 - 3
Cambridgeshire - 6 £550 - 2
Wales - 5 £725 - 1
Milton Keynes - 5 £520 -
Newport - 5 £725 -
Buckinghamshire - 5 £520 -
South Wales - 5 £725 - 1
Yorkshire +20 4 £475 -17.39%
North West +7 4 £500 -2.43% 3
Canary Wharf - 4 £575 -
Leeds +18 3 £475 -
West Yorkshire +15 3 £475 -
South West +12 2 £525 - 2
Manchester +2 2 £475 -7.31% 3
East Midlands -2 2 - -
West Midlands -9 2 £350 -22.22%
West Sussex - 2 - -
Cheshire - 2 £538 -
Warrington - 2 £538 -
Hampshire +25 1 £600 -
Scotland +13 1 £300 - 1
Suffolk +1 1 £500 -9.09% 1
Ipswich -1 1 £500 -9.09% 1
Cambridge - 1 £700 - 2

Apache Pig
Top 30 Related IT Skills

For the 6 months to 3 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 with a requirement for Apache Pig.

1 234 (92.86%) Hadoop
2 226 (89.68%) Apache Hive
3 218 (86.51%) Big Data
4 137 (54.37%) Apache Spark
5 133 (52.78%) Java
6 119 (47.22%) HBase
7 117 (46.43%) MapReduce
8 104 (41.27%) Python
9 96 (38.10%) SQL
10 93 (36.90%) HDFS
11 73 (28.97%) NoSQL
12 71 (28.17%) Linux
13 66 (26.19%) Sqoop
13 66 (26.19%) Hadoop YARN
14 65 (25.79%) Hortonworks
14 65 (25.79%) Analytics
15 64 (25.40%) Scala
16 63 (25.00%) Business Intelligence
17 62 (24.60%) Apache Cassandra
18 61 (24.21%) Agile Software Development
19 58 (23.02%) Apache Flume
20 56 (22.22%) Open Source
21 55 (21.83%) MongoDB
22 53 (21.03%) Oozie
22 53 (21.03%) Data Warehouse
23 50 (19.84%) ETL
23 50 (19.84%) Cloudera
24 49 (19.44%) Kafka
25 46 (18.25%) Finance
25 46 (18.25%) Amazon AWS

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
1 137 (54.37%) Apache Spark
2 41 (16.27%) Apache
3 19 (7.54%) Apache Solr
4 15 (5.95%) SAS
5 7 (2.78%) Oracle SOA Suite
6 5 (1.98%) Elasticsearch
7 4 (1.59%) Confluence
8 2 (0.79%) nginx
8 2 (0.79%) SharePoint
8 2 (0.79%) Tomcat
9 1 (0.40%) Apache Airflow
9 1 (0.40%) GemFire
9 1 (0.40%) Oracle Coherence
Applications
1 17 (6.75%) MS Excel
2 9 (3.57%) SPSS
3 4 (1.59%) Weka
Business Applications
1 2 (0.79%) SAP Oil and Gas
Cloud Services
1 46 (18.25%) Amazon AWS
2 34 (13.49%) Microsoft Azure
3 20 (7.94%) Cloud Computing
4 10 (3.97%) Amazon EMR
5 6 (2.38%) AWS Lambda
5 6 (2.38%) IBM Cloud
5 6 (2.38%) Office 365
5 6 (2.38%) SaaS
6 4 (1.59%) Amazon S3
7 2 (0.79%) Amazon EC2
8 1 (0.40%) Amazon Kinesis
8 1 (0.40%) AWS CloudTrail
8 1 (0.40%) BlueKai
8 1 (0.40%) Google Cloud Platform
8 1 (0.40%) IaaS
8 1 (0.40%) PaaS
Communications & Networking
1 27 (10.71%) Kerberos
2 8 (3.17%) LAN
2 8 (3.17%) WAN
3 6 (2.38%) LDAP
4 3 (1.19%) HTTP
4 3 (1.19%) Network Security
5 1 (0.40%) Internet
Database & Business Intelligence
1 234 (92.86%) Hadoop
2 226 (89.68%) Apache Hive
3 218 (86.51%) Big Data
4 119 (47.22%) HBase
5 73 (28.97%) NoSQL
6 66 (26.19%) Sqoop
7 62 (24.60%) Apache Cassandra
8 55 (21.83%) MongoDB
9 53 (21.03%) Data Warehouse
10 41 (16.27%) Relational Database
10 41 (16.27%) SQL Server
11 33 (13.10%) QlikView
12 30 (11.90%) Impala
13 23 (9.13%) Data Lake
14 22 (8.73%) PostgreSQL
15 20 (7.94%) MySQL
16 19 (7.54%) SQL Server Integration Services
17 18 (7.14%) Data Mining
18 16 (6.35%) Power BI
18 16 (6.35%) RDBMS
Development Applications
1 12 (4.76%) Git (software)
2 8 (3.17%) Talend Open Studio
3 7 (2.78%) Subversion
4 5 (1.98%) Jenkins
5 4 (1.59%) JIRA
5 4 (1.59%) Maven
5 4 (1.59%) Mockito
6 3 (1.19%) JUnit
6 3 (1.19%) Vagrant
7 2 (0.79%) Hudson
8 1 (0.40%) Atlassian Bamboo
8 1 (0.40%) Bitbucket
8 1 (0.40%) GitLab
8 1 (0.40%) Mercurial
8 1 (0.40%) Selenium
8 1 (0.40%) SonarQube
8 1 (0.40%) Team Foundation Server
General
1 46 (18.25%) Finance
2 37 (14.68%) Banking
3 19 (7.54%) Retail
4 13 (5.16%) Corporate Banking
5 12 (4.76%) Retail Banking
6 11 (4.37%) Front Office
7 10 (3.97%) Marketing
8 8 (3.17%) Investment Banking
9 6 (2.38%) Legal
10 3 (1.19%) Games
10 3 (1.19%) Telecoms
11 2 (0.79%) Advertising
11 2 (0.79%) Electronics
11 2 (0.79%) Manufacturing
Job Titles
1 64 (25.40%) Developer
2 48 (19.05%) Architect
3 41 (16.27%) Data Architect
4 30 (11.90%) Big Data Architect
4 30 (11.90%) Data Engineer
5 29 (11.51%) Big Data Engineer
6 28 (11.11%) Administrator
7 26 (10.32%) Hadoop Developer
8 24 (9.52%) Big Data Developer
9 22 (8.73%) Data Scientist
10 19 (7.54%) Hadoop Architect
10 19 (7.54%) Hadoop Engineer
11 18 (7.14%) Consultant
12 17 (6.75%) Hadoop Administrator
12 17 (6.75%) Java Developer
13 15 (5.95%) Data Administrator
14 13 (5.16%) Java Engineer
15 11 (4.37%) Senior Developer
16 9 (3.57%) Data Consultant
16 9 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 49 (19.44%) Kafka
2 16 (6.35%) Apache Tez
3 12 (4.76%) D3.js
3 12 (4.76%) Hibernate
4 10 (3.97%) Spring
5 9 (3.57%) scikit-learn
6 8 (3.17%) Akka
6 8 (3.17%) AngularJS
6 8 (3.17%) NumPy
6 8 (3.17%) Oracle GoldenGate
6 8 (3.17%) Web Services
7 7 (2.78%) Cascading
7 7 (2.78%) J2EE
8 6 (2.38%) .NET
8 6 (2.38%) CSS
8 6 (2.38%) Drools
8 6 (2.38%) HTML
8 6 (2.38%) JMS
8 6 (2.38%) jQuery
8 6 (2.38%) Lucene
Miscellaneous
1 37 (14.68%) Analytical Skills
2 33 (13.10%) Visualisation
3 25 (9.92%) Algorithms
4 23 (9.13%) Computer Science
5 20 (7.94%) Mathematics
6 19 (7.54%) Management Information System
7 13 (5.16%) Statistics
8 9 (3.57%) Data Integration
8 9 (3.57%) Grid Computing
9 8 (3.17%) Data Centre
10 7 (2.78%) Clustering
11 6 (2.38%) Foreign Exchange (FX)
12 5 (1.98%) Artificial Intelligence
13 4 (1.59%) Cryptography
13 4 (1.59%) Data Protection Act
13 4 (1.59%) iSeries
13 4 (1.59%) Physics
13 4 (1.59%) PKI
14 3 (1.19%) Applied Mathematics
14 3 (1.19%) Public Cloud
Operating Systems
1 71 (28.17%) Linux
2 37 (14.68%) Unix
3 20 (7.94%) Windows
4 12 (4.76%) Red Hat Enterprise Linux
5 2 (0.79%) CentOS
Processes & Methodologies
1 117 (46.43%) MapReduce
2 65 (25.79%) Analytics
3 63 (25.00%) Business Intelligence
4 61 (24.21%) Agile Software Development
5 56 (22.22%) Open Source
6 50 (19.84%) ETL
7 32 (12.70%) Data Modelling
8 29 (11.51%) Data Analysis
8 29 (11.51%) DevOps
9 20 (7.94%) Performance Tuning
9 20 (7.94%) Risk Management
10 19 (7.54%) Machine Learning
10 19 (7.54%) Stakeholder Management
11 18 (7.14%) Software Engineering
12 17 (6.75%) Configuration Management
12 17 (6.75%) TDD
13 16 (6.35%) Data Architecture
13 16 (6.35%) High Availability
14 15 (5.95%) Data Visualisation
14 15 (5.95%) Scrum
Programming Languages
1 133 (52.78%) Java
2 104 (41.27%) Python
3 96 (38.10%) SQL
4 64 (25.40%) Scala
5 40 (15.87%) R
6 35 (13.89%) Shell Script
7 29 (11.51%) Perl
8 22 (8.73%) C
9 16 (6.35%) Bash Shell
10 15 (5.95%) Ruby
11 14 (5.56%) C#
12 13 (5.16%) C++
13 12 (4.76%) T-SQL
14 8 (3.17%) MATLAB
15 6 (2.38%) JavaScript
15 6 (2.38%) PHP
16 5 (1.98%) Haskell
16 5 (1.98%) PL/SQL
17 3 (1.19%) HiveQL
17 3 (1.19%) Pig Latin
Qualifications
1 31 (12.30%) Degree
2 17 (6.75%) Security Cleared
3 12 (4.76%) PhD
4 10 (3.97%) DV Cleared
5 8 (3.17%) SC Cleared
6 1 (0.40%) BC Cleared
6 1 (0.40%) BPSS Clearance
6 1 (0.40%) CISSP
6 1 (0.40%) PMI Certification
6 1 (0.40%) PMP
Quality Assurance & Compliance
1 8 (3.17%) Data Quality
1 8 (3.17%) QA
2 7 (2.78%) SLA
3 5 (1.98%) ISO/IEC 27001
4 4 (1.59%) PCI DSS
5 3 (1.19%) Disclosure Scotland
5 3 (1.19%) ISAE 3402
5 3 (1.19%) SSAE 16
System Software
1 93 (36.90%) HDFS
2 58 (23.02%) Apache Flume
3 22 (8.73%) Apache ZooKeeper
4 9 (3.57%) Docker
5 8 (3.17%) Active Directory
5 8 (3.17%) Oracle RAC
6 2 (0.79%) Ceph
Systems Management
1 66 (26.19%) Hadoop YARN
2 53 (21.03%) Oozie
3 20 (7.94%) Ambari
4 19 (7.54%) Ansible
5 14 (5.56%) Puppet
6 11 (4.37%) Opscode Chef
7 6 (2.38%) Nagios
8 5 (1.98%) Kibana
9 4 (1.59%) Kubernetes
9 4 (1.59%) Mesos
9 4 (1.59%) Terraform
10 3 (1.19%) Control-M
11 2 (0.79%) SCOM
Vendors
1 65 (25.79%) Hortonworks
2 50 (19.84%) Cloudera
3 42 (16.67%) Oracle
4 29 (11.51%) Tableau
5 25 (9.92%) Microsoft
6 24 (9.52%) Teradata
7 19 (7.54%) SAP
8 14 (5.56%) Informatica
9 12 (4.76%) IBM
10 11 (4.37%) Red Hat
11 9 (3.57%) Cognos
12 8 (3.17%) Cisco
12 8 (3.17%) Talend
13 6 (2.38%) Salesforce.com
14 5 (1.98%) Ab Initio
14 5 (1.98%) MicroStrategy
14 5 (1.98%) Splunk
15 4 (1.59%) Actian
15 4 (1.59%) ParAccel
15 4 (1.59%) Sybase
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