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 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Apache Pig
UK / England
Rank 443 531 515
Rank change year-on-year
+88 -16
Contract jobs citing Apache Pig 129 85 77
As % of all contract IT jobs located in England 0.31% 0.18% 0.16%
As % of the Application Platforms category 1.75% 1.08% 0.92%
Number of daily rates quoted 92 58 63
Median daily rate £550 £550 £500
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £413 £425 £380
10% offered a daily rate of more than £675 £600 £725
UK excluding London median daily rate £488 £525 £450
% change year-on-year
-7.14% +16.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
7371 7844 8397
As % of all contract IT jobs located in England 17.62% 16.72% 17.66%
Number of daily rates quoted 4803 5038 5207
Median daily rate £425 £413 £400
Median daily rate % change year-on-year
+3.03% +3.12%
90% offered a daily rate of more than £275 £250 £240
10% offered a daily rate of more than £600 £550 £525
UK excluding London median daily rate £400 £395 £375
% change year-on-year
+1.26% +5.33%
Number of hourly rates quoted 140 218 293
Median hourly rate £19.00 £21.34 £20.00
Median hourly rate % change year-on-year
-10.96% +6.70%
90% offered a hourly rate of more than £12.00 £11.50 £12.00
10% offered a hourly rate of more than £50.00 £52.00 £45.50
UK excluding London median hourly rate £17.25 £19.00 £18.00
% change year-on-year
-9.21% +5.55%

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 20 February 2017.

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 20 February 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +63 109 £553 -3.91% 18
South East +9 5 £525 -4.54%
Yorkshire +20 4 £475 -17.39% 1
South West +10 4 £500 +13.31% 2
North West +14 3 £350 -22.22% 7
West Midlands +3 2 - -
East of England -10 1 £575 +9.52% 2
East Midlands - 1 £538 -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 20 February 2017, 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.

1 255 (92.39%) Apache Hive
2 252 (91.30%) Hadoop
3 237 (85.87%) Big Data
4 178 (64.49%) Apache Spark
5 157 (56.88%) Java
6 134 (48.55%) Python
7 128 (46.38%) MapReduce
8 121 (43.84%) HBase
9 107 (38.77%) SQL
10 97 (35.14%) HDFS
11 95 (34.42%) NoSQL
12 93 (33.70%) Scala
13 91 (32.97%) Analytics
14 85 (30.80%) Linux
15 78 (28.26%) Apache Cassandra
15 78 (28.26%) Hadoop YARN
16 73 (26.45%) Hortonworks
17 66 (23.91%) Kafka
17 66 (23.91%) Open Source
18 64 (23.19%) Finance
19 62 (22.46%) Agile Software Development
20 60 (21.74%) Amazon AWS
20 60 (21.74%) MongoDB
21 59 (21.38%) Data Warehouse
22 57 (20.65%) Sqoop
23 56 (20.29%) Oozie
23 56 (20.29%) Business Intelligence
24 55 (19.93%) R
25 54 (19.57%) Relational Database
26 52 (18.84%) Analytical Skills

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
1 178 (64.49%) Apache Spark
2 42 (15.22%) Apache
3 25 (9.06%) Apache Solr
4 14 (5.07%) SAS
5 8 (2.90%) Confluence
6 7 (2.54%) Oracle SOA Suite
7 6 (2.17%) Elasticsearch
8 2 (0.72%) DataSynapse
8 2 (0.72%) WebLogic
9 1 (0.36%) Apache Airflow
9 1 (0.36%) IIS
9 1 (0.36%) nginx
9 1 (0.36%) Tomcat
Applications
1 17 (6.16%) MS Excel
2 11 (3.99%) SPSS
3 7 (2.54%) Weka
Business Applications
1 2 (0.72%) SAP Oil and Gas
1 2 (0.72%) SAP S/4HANA
Cloud Services
1 60 (21.74%) Amazon AWS
2 30 (10.87%) Microsoft Azure
3 23 (8.33%) Cloud Computing
4 12 (4.35%) Amazon EMR
5 11 (3.99%) Amazon S3
6 10 (3.62%) Amazon EC2
7 8 (2.90%) AWS Lambda
8 7 (2.54%) SaaS
9 6 (2.17%) Amazon Kinesis
9 6 (2.17%) AWS Data Pipeline
9 6 (2.17%) IBM Cloud
9 6 (2.17%) Office 365
10 3 (1.09%) Amazon SQS
11 2 (0.72%) Google Cloud Platform
12 1 (0.36%) AWS CloudTrail
12 1 (0.36%) BlueKai
12 1 (0.36%) GitHub
12 1 (0.36%) IaaS
12 1 (0.36%) PaaS
Communications & Networking
1 27 (9.78%) Kerberos
2 8 (2.90%) LAN
2 8 (2.90%) WAN
3 2 (0.72%) HTTP
3 2 (0.72%) LDAP
3 2 (0.72%) Network Security
Database & Business Intelligence
1 255 (92.39%) Apache Hive
2 252 (91.30%) Hadoop
3 237 (85.87%) Big Data
4 121 (43.84%) HBase
5 95 (34.42%) NoSQL
6 78 (28.26%) Apache Cassandra
7 60 (21.74%) MongoDB
8 59 (21.38%) Data Warehouse
9 57 (20.65%) Sqoop
10 54 (19.57%) Relational Database
11 50 (18.12%) SQL Server
12 46 (16.67%) QlikView
13 34 (12.32%) Impala
14 23 (8.33%) BusinessObjects
15 22 (7.97%) Data Lake
15 22 (7.97%) Data Mining
15 22 (7.97%) SQL Server Integration Services
16 20 (7.25%) MySQL
16 20 (7.25%) PostgreSQL
17 18 (6.52%) RDBMS
Development Applications
1 17 (6.16%) Talend Open Studio
2 10 (3.62%) Git (software)
3 9 (3.26%) JUnit
3 9 (3.26%) Mockito
4 8 (2.90%) JIRA
5 7 (2.54%) Jenkins
5 7 (2.54%) Maven
6 4 (1.45%) Subversion
7 2 (0.72%) Atlassian Bamboo
7 2 (0.72%) Bitbucket
7 2 (0.72%) Selenium
7 2 (0.72%) Team Foundation Server
8 1 (0.36%) Artifactory
8 1 (0.36%) EasyMock
8 1 (0.36%) Eclipse
8 1 (0.36%) Hudson
8 1 (0.36%) IntelliJ
8 1 (0.36%) SonarQube
8 1 (0.36%) TeamCity
8 1 (0.36%) Vagrant
General
1 64 (23.19%) Finance
2 52 (18.84%) Banking
3 22 (7.97%) Retail
4 21 (7.61%) Front Office
5 15 (5.43%) Corporate Banking
5 15 (5.43%) Marketing
6 14 (5.07%) Retail Banking
7 12 (4.35%) Investment Banking
8 5 (1.81%) Games
9 3 (1.09%) Financial Institution
10 2 (0.72%) Electronics
10 2 (0.72%) Legal
10 2 (0.72%) Manufacturing
10 2 (0.72%) Telecoms
11 1 (0.36%) Advertising
Job Titles
1 76 (27.54%) Developer
2 59 (21.38%) Data Engineer
3 52 (18.84%) Big Data Engineer
4 38 (13.77%) Architect
5 34 (12.32%) Data Architect
6 32 (11.59%) Administrator
7 31 (11.23%) Big Data Developer
8 28 (10.14%) Hadoop Engineer
9 26 (9.42%) Java Developer
10 24 (8.70%) Data Scientist
10 24 (8.70%) Hadoop Developer
11 22 (7.97%) Big Data Architect
12 21 (7.61%) Hadoop Administrator
13 15 (5.43%) Java Engineer
14 14 (5.07%) Hadoop Architect
15 13 (4.71%) Data Administrator
16 12 (4.35%) Senior Developer
16 12 (4.35%) Software Engineer
17 11 (3.99%) Consultant
17 11 (3.99%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 66 (23.91%) Kafka
2 16 (5.80%) Web Services
3 15 (5.43%) REST
3 15 (5.43%) Spring
4 14 (5.07%) D3.js
5 12 (4.35%) Lucene
6 11 (3.99%) Hibernate
7 10 (3.62%) Akka
7 10 (3.62%) Cascading
7 10 (3.62%) XML
8 9 (3.26%) Apache Tez
8 9 (3.26%) JMS
9 8 (2.90%) Oracle GoldenGate
10 7 (2.54%) AngularJS
10 7 (2.54%) jQuery
10 7 (2.54%) NumPy
10 7 (2.54%) scikit-learn
11 6 (2.17%) CSS
11 6 (2.17%) Drools
11 6 (2.17%) JSON
Miscellaneous
1 52 (18.84%) Analytical Skills
2 29 (10.51%) Algorithms
3 28 (10.14%) Computer Science
4 14 (5.07%) Management Information System
5 12 (4.35%) Foreign Exchange (FX)
6 10 (3.62%) Grid Computing
6 10 (3.62%) Replication
7 9 (3.26%) Data Centre
8 6 (2.17%) Derivative
8 6 (2.17%) Equities
9 5 (1.81%) Data Structures
9 5 (1.81%) Market Risk
9 5 (1.81%) Wiki
10 4 (1.45%) Clustering
10 4 (1.45%) Fintech
11 3 (1.09%) Credit Risk
11 3 (1.09%) Cyber Defence
11 3 (1.09%) Cyberthreat
12 2 (0.72%) Public Cloud
12 2 (0.72%) Virtual Team
Operating Systems
1 85 (30.80%) Linux
2 42 (15.22%) Unix
3 21 (7.61%) Windows
4 10 (3.62%) Red Hat Enterprise Linux
5 5 (1.81%) CentOS
6 2 (0.72%) Android
6 2 (0.72%) Apple iOS
Processes & Methodologies
1 128 (46.38%) MapReduce
2 91 (32.97%) Analytics
3 66 (23.91%) Open Source
4 62 (22.46%) Agile Software Development
5 56 (20.29%) Business Intelligence
6 49 (17.75%) Visualisation
7 47 (17.03%) ETL
8 42 (15.22%) Machine Learning
9 37 (13.41%) DevOps
10 34 (12.32%) Data Analysis
10 34 (12.32%) Data Modelling
11 25 (9.06%) Software Engineering
12 22 (7.97%) Configuration Management
12 22 (7.97%) Data Visualisation
12 22 (7.97%) Performance Tuning
12 22 (7.97%) Statistics
13 21 (7.61%) Mathematics
13 21 (7.61%) Risk Management
14 19 (6.88%) Stakeholder Management
15 18 (6.52%) High Availability
Programming Languages
1 157 (56.88%) Java
2 134 (48.55%) Python
3 107 (38.77%) SQL
4 93 (33.70%) Scala
5 55 (19.93%) R
6 33 (11.96%) Perl
7 31 (11.23%) Shell Script
8 22 (7.97%) C
9 21 (7.61%) Bash Shell
9 21 (7.61%) C#
10 18 (6.52%) Ruby
11 15 (5.43%) T-SQL
12 13 (4.71%) C++
13 10 (3.62%) JavaScript
14 9 (3.26%) MATLAB
15 8 (2.90%) Haskell
16 5 (1.81%) PHP
17 2 (0.72%) Embedded C
17 2 (0.72%) Objective-C
17 2 (0.72%) PL/SQL
Qualifications
1 43 (15.58%) Degree
2 17 (6.16%) Security Cleared
3 10 (3.62%) DV Cleared
4 8 (2.90%) PhD
5 7 (2.54%) SC Cleared
6 1 (0.36%) BC Cleared
6 1 (0.36%) PMI Certification
6 1 (0.36%) PMP
Quality Assurance & Compliance
1 13 (4.71%) Data Quality
2 9 (3.26%) QA
3 7 (2.54%) SLA
4 3 (1.09%) Disclosure Scotland
5 1 (0.36%) ISO/IEC 27001
System Software
1 97 (35.14%) HDFS
2 48 (17.39%) Apache Flume
3 32 (11.59%) Apache ZooKeeper
4 11 (3.99%) Docker
5 8 (2.90%) Oracle RAC
6 6 (2.17%) Active Directory
Systems Management
1 78 (28.26%) Hadoop YARN
2 56 (20.29%) Oozie
3 31 (11.23%) Ansible
4 22 (7.97%) Puppet
5 18 (6.52%) Ambari
6 16 (5.80%) Opscode Chef
7 8 (2.90%) Nagios
7 8 (2.90%) Terraform
8 7 (2.54%) Kubernetes
8 7 (2.54%) Mesos
9 6 (2.17%) Kibana
10 2 (0.72%) SCOM
10 2 (0.72%) Tivoli
11 1 (0.36%) Salt
Vendors
1 73 (26.45%) Hortonworks
2 49 (17.75%) Tableau
3 45 (16.30%) Cloudera
4 43 (15.58%) Oracle
5 29 (10.51%) Microsoft
6 25 (9.06%) Teradata
7 20 (7.25%) SAP
8 19 (6.88%) Cognos
8 19 (6.88%) Red Hat
9 17 (6.16%) Talend
10 13 (4.71%) Informatica
11 10 (3.62%) MicroStrategy
12 9 (3.26%) IBM
13 8 (2.90%) Cisco
14 7 (2.54%) Vertica
15 6 (2.17%) Salesforce.com
15 6 (2.17%) SaltStack
16 5 (1.81%) Sybase
17 4 (1.45%) MapR
17 4 (1.45%) Splunk
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