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 19 January 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
19 Jan 2017
Same period 2016 Same period 2015
Apache Pig
UK / England
Rank 422 530 527
Rank change year-on-year
+108 -3
Contract jobs citing Apache Pig 144 76 67
As % of all contract IT jobs located in England 0.35% 0.16% 0.14%
As % of the Application Platforms category 2.00% 0.97% 0.83%
Number of daily rates quoted 99 44 46
Median daily rate £575 £563 £488
Median daily rate % change year-on-year
+2.22% +15.38%
90% offered a daily rate of more than £450 £450 £375
10% offered a daily rate of more than £700 £643 £635
UK excluding London median daily rate £500 £550 £463
% change year-on-year
-9.09% +18.91%
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
7187 7814 8092
As % of all contract IT jobs located in England 17.35% 16.79% 17.43%
Number of daily rates quoted 4649 4970 5171
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 £225
10% offered a daily rate of more than £599 £550 £525
UK excluding London median daily rate £380 £388 £375
% change year-on-year
-1.93% +3.33%
Number of hourly rates quoted 125 224 289
Median hourly rate £21.29 £22.50 £20.00
Median hourly rate % change year-on-year
-5.37% +12.50%
90% offered a hourly rate of more than £12.00 £11.50 £12.00
10% offered a hourly rate of more than £47.00 £50.00 £45.50
UK excluding London median hourly rate £20.00 £21.50 £19.00
% change year-on-year
-6.97% +13.15%

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 19 January 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 19 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +91 119 £575 -4.16% 35
East of England +7 8 £550 +4.76% 1
South East +17 6 £525 -4.54% 4
South West +21 4 £500 - 5
Yorkshire +10 4 £463 -19.56%
East Midlands - 2 £538 -
North West +19 1 - - 6
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 19 January 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.

1 241 (93.05%) Hadoop
2 232 (89.58%) Apache Hive
3 225 (86.87%) Big Data
4 167 (64.48%) Apache Spark
5 149 (57.53%) Java
6 127 (49.03%) MapReduce
7 125 (48.26%) Python
8 116 (44.79%) HBase
9 95 (36.68%) SQL
10 92 (35.52%) NoSQL
11 91 (35.14%) HDFS
12 81 (31.27%) Linux
13 78 (30.12%) Hadoop YARN
14 77 (29.73%) Scala
15 73 (28.19%) Analytics
16 72 (27.80%) Hortonworks
17 71 (27.41%) Apache Cassandra
18 65 (25.10%) Open Source
19 63 (24.32%) Agile Software Development
20 62 (23.94%) Data Warehouse
20 62 (23.94%) Kafka
21 57 (22.01%) MongoDB
22 56 (21.62%) Oozie
23 55 (21.24%) Amazon AWS
24 54 (20.85%) Finance
25 53 (20.46%) Sqoop
25 53 (20.46%) Relational Database
26 52 (20.08%) Business Intelligence
27 49 (18.92%) SQL Server
28 48 (18.53%) ETL

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
1 167 (64.48%) Apache Spark
2 44 (16.99%) Apache
3 24 (9.27%) Apache Solr
4 8 (3.09%) SAS
5 7 (2.70%) Confluence
5 7 (2.70%) Oracle SOA Suite
6 6 (2.32%) Elasticsearch
7 2 (0.77%) nginx
7 2 (0.77%) Tomcat
7 2 (0.77%) WebLogic
8 1 (0.39%) Apache Airflow
8 1 (0.39%) IIS
Applications
1 16 (6.18%) MS Excel
2 8 (3.09%) SPSS
3 5 (1.93%) Weka
Business Applications
1 2 (0.77%) SAP Oil and Gas
Cloud Services
1 55 (21.24%) Amazon AWS
2 30 (11.58%) Microsoft Azure
3 21 (8.11%) Cloud Computing
4 12 (4.63%) Amazon EMR
5 8 (3.09%) AWS Lambda
6 6 (2.32%) Amazon S3
6 6 (2.32%) IBM Cloud
6 6 (2.32%) Office 365
6 6 (2.32%) SaaS
7 4 (1.54%) Amazon EC2
7 4 (1.54%) Amazon Kinesis
8 3 (1.16%) AWS Data Pipeline
9 1 (0.39%) AWS CloudTrail
9 1 (0.39%) BlueKai
9 1 (0.39%) GitHub
9 1 (0.39%) Google Cloud Platform
9 1 (0.39%) IaaS
9 1 (0.39%) PaaS
Communications & Networking
1 27 (10.42%) Kerberos
2 8 (3.09%) LAN
2 8 (3.09%) WAN
3 3 (1.16%) HTTP
3 3 (1.16%) Network Security
4 2 (0.77%) LDAP
Database & Business Intelligence
1 241 (93.05%) Hadoop
2 232 (89.58%) Apache Hive
3 225 (86.87%) Big Data
4 116 (44.79%) HBase
5 92 (35.52%) NoSQL
6 71 (27.41%) Apache Cassandra
7 62 (23.94%) Data Warehouse
8 57 (22.01%) MongoDB
9 53 (20.46%) Relational Database
9 53 (20.46%) Sqoop
10 49 (18.92%) SQL Server
11 36 (13.90%) QlikView
12 35 (13.51%) Impala
13 23 (8.88%) MySQL
13 23 (8.88%) PostgreSQL
14 22 (8.49%) Data Lake
15 21 (8.11%) SQL Server Integration Services
16 19 (7.34%) Data Mining
17 18 (6.95%) BusinessObjects
18 17 (6.56%) RDBMS
Development Applications
1 16 (6.18%) Talend Open Studio
2 9 (3.47%) Git (software)
3 8 (3.09%) Mockito
4 7 (2.70%) JIRA
4 7 (2.70%) JUnit
4 7 (2.70%) Maven
5 5 (1.93%) Jenkins
6 3 (1.16%) Subversion
6 3 (1.16%) Vagrant
7 1 (0.39%) Artifactory
7 1 (0.39%) Atlassian Bamboo
7 1 (0.39%) Bitbucket
7 1 (0.39%) Hudson
7 1 (0.39%) Selenium
7 1 (0.39%) SonarQube
7 1 (0.39%) Team Foundation Server
General
1 54 (20.85%) Finance
2 46 (17.76%) Banking
3 19 (7.34%) Front Office
3 19 (7.34%) Retail
4 13 (5.02%) Corporate Banking
4 13 (5.02%) Investment Banking
4 13 (5.02%) Marketing
5 12 (4.63%) Retail Banking
6 4 (1.54%) Games
6 4 (1.54%) Legal
7 2 (0.77%) Electronics
7 2 (0.77%) Manufacturing
7 2 (0.77%) Telecoms
8 1 (0.39%) Advertising
8 1 (0.39%) Financial Institution
Job Titles
1 76 (29.34%) Developer
2 49 (18.92%) Data Engineer
3 43 (16.60%) Big Data Engineer
4 38 (14.67%) Architect
5 35 (13.51%) Big Data Developer
6 33 (12.74%) Data Architect
7 28 (10.81%) Administrator
8 26 (10.04%) Hadoop Developer
9 25 (9.65%) Hadoop Engineer
10 24 (9.27%) Java Developer
11 21 (8.11%) Big Data Architect
12 19 (7.34%) Hadoop Administrator
13 18 (6.95%) Data Scientist
14 17 (6.56%) Java Engineer
15 14 (5.41%) Consultant
16 13 (5.02%) Data Administrator
16 13 (5.02%) Hadoop Architect
17 12 (4.63%) Senior Developer
17 12 (4.63%) Software Engineer
18 10 (3.86%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 62 (23.94%) Kafka
2 14 (5.41%) Spring
3 13 (5.02%) REST
3 13 (5.02%) Web Services
4 12 (4.63%) D3.js
5 11 (4.25%) Lucene
6 10 (3.86%) Hibernate
7 9 (3.47%) AngularJS
7 9 (3.47%) Apache Tez
7 9 (3.47%) Cascading
8 8 (3.09%) Akka
8 8 (3.09%) JMS
8 8 (3.09%) Oracle GoldenGate
8 8 (3.09%) XML
9 7 (2.70%) jQuery
9 7 (2.70%) scikit-learn
10 6 (2.32%) CSS
10 6 (2.32%) Drools
10 6 (2.32%) HTML
10 6 (2.32%) NumPy
Miscellaneous
1 45 (17.37%) Analytical Skills
2 40 (15.44%) Visualisation
3 28 (10.81%) Computer Science
4 25 (9.65%) Algorithms
5 19 (7.34%) Mathematics
5 19 (7.34%) Statistics
6 16 (6.18%) Management Information System
7 11 (4.25%) Foreign Exchange (FX)
8 10 (3.86%) Data Integration
8 10 (3.86%) Replication
9 9 (3.47%) Data Centre
9 9 (3.47%) Grid Computing
10 7 (2.70%) Clustering
11 6 (2.32%) Derivative
12 5 (1.93%) Equities
12 5 (1.93%) Market Risk
13 4 (1.54%) Physics
13 4 (1.54%) Wiki
14 3 (1.16%) Applied Mathematics
14 3 (1.16%) Artificial Intelligence
Operating Systems
1 81 (31.27%) Linux
2 40 (15.44%) Unix
3 20 (7.72%) Windows
4 13 (5.02%) Red Hat Enterprise Linux
5 4 (1.54%) CentOS
6 2 (0.77%) Android
6 2 (0.77%) Apple iOS
Processes & Methodologies
1 127 (49.03%) MapReduce
2 73 (28.19%) Analytics
3 65 (25.10%) Open Source
4 63 (24.32%) Agile Software Development
5 52 (20.08%) Business Intelligence
6 48 (18.53%) ETL
7 34 (13.13%) DevOps
8 32 (12.36%) Data Modelling
9 30 (11.58%) Machine Learning
10 28 (10.81%) Software Engineering
11 26 (10.04%) Data Analysis
12 21 (8.11%) Risk Management
13 19 (7.34%) Configuration Management
13 19 (7.34%) TDD
14 18 (6.95%) High Availability
14 18 (6.95%) Performance Tuning
14 18 (6.95%) Stakeholder Management
15 17 (6.56%) Data Visualisation
16 16 (6.18%) Scrum
17 15 (5.79%) Migration
Programming Languages
1 149 (57.53%) Java
2 125 (48.26%) Python
3 95 (36.68%) SQL
4 77 (29.73%) Scala
5 43 (16.60%) R
6 34 (13.13%) Perl
7 30 (11.58%) Shell Script
8 22 (8.49%) C
9 20 (7.72%) Bash Shell
10 18 (6.95%) C#
11 16 (6.18%) Ruby
12 13 (5.02%) T-SQL
13 12 (4.63%) C++
14 10 (3.86%) JavaScript
15 8 (3.09%) MATLAB
16 7 (2.70%) Haskell
17 5 (1.93%) PHP
18 3 (1.16%) Pig Latin
18 3 (1.16%) PL/SQL
19 2 (0.77%) Groovy
Qualifications
1 40 (15.44%) Degree
2 21 (8.11%) Security Cleared
3 12 (4.63%) DV Cleared
4 9 (3.47%) SC Cleared
5 8 (3.09%) PhD
6 1 (0.39%) BC Cleared
6 1 (0.39%) BPSS Clearance
6 1 (0.39%) PMI Certification
6 1 (0.39%) PMP
Quality Assurance & Compliance
1 11 (4.25%) Data Quality
2 9 (3.47%) QA
3 7 (2.70%) SLA
4 3 (1.16%) Disclosure Scotland
5 2 (0.77%) ISO/IEC 27001
5 2 (0.77%) PCI DSS
System Software
1 91 (35.14%) HDFS
2 40 (15.44%) Apache Flume
3 34 (13.13%) Apache ZooKeeper
4 11 (4.25%) Docker
5 8 (3.09%) Oracle RAC
6 6 (2.32%) Active Directory
Systems Management
1 78 (30.12%) Hadoop YARN
2 56 (21.62%) Oozie
3 29 (11.20%) Ansible
4 19 (7.34%) Ambari
5 18 (6.95%) Puppet
6 13 (5.02%) Opscode Chef
7 7 (2.70%) Nagios
8 5 (1.93%) Kibana
8 5 (1.93%) Kubernetes
8 5 (1.93%) Mesos
8 5 (1.93%) Terraform
9 2 (0.77%) SCOM
9 2 (0.77%) Tivoli
10 1 (0.39%) Control-M
10 1 (0.39%) Salt
Vendors
1 72 (27.80%) Hortonworks
2 44 (16.99%) Oracle
3 40 (15.44%) Cloudera
4 39 (15.06%) Tableau
5 25 (9.65%) Teradata
6 23 (8.88%) Microsoft
7 21 (8.11%) SAP
8 16 (6.18%) Talend
9 15 (5.79%) Red Hat
10 13 (5.02%) Cognos
11 12 (4.63%) Informatica
12 11 (4.25%) IBM
13 10 (3.86%) MicroStrategy
14 8 (3.09%) Cisco
15 6 (2.32%) Salesforce.com
15 6 (2.32%) Vertica
16 5 (1.93%) SaltStack
17 3 (1.16%) Actian
17 3 (1.16%) ParAccel
17 3 (1.16%) Percona
London
Talent International
Rate: £450 - £500 per day
Posted: 3 days ago
City, London
Spring Technology
Rate: £400.00 - £458.00 per day
Posted: 2 days ago
City, London
McGregor Boyall
Rate: £600 - £800 per day
Posted: 2 days ago
London
Oliver Bernard
Rate: £450 - £465 per day
Posted: 2 days ago
Chester
Searchability
Rate: £300 - £400 per day
Posted: 3 days ago
London
Salt
Rate: £450 - £550 per day
Posted: 6 days ago
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 15 days ago