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 29 September 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
29 Sep 2016
Same period 2015 Same period 2014
Apache Pig
Rank 535 559 596
Rank change year-on-year
+24 +37
Contract jobs citing Apache Pig 118 104 43
As % of all contract IT jobs located in the UK 0.22% 0.18% 0.074%
As % of the Application Platforms category 1.17% 1.00% 0.42%
Number of daily rates quoted 78 49 33
Median daily rate £550 £500 £550
Median daily rate % change year-on-year
+10.00% -9.09%
90% offered a daily rate of more than £375 £450 £409
10% offered a daily rate of more than £611 £650 £690
UK excluding London median daily rate £550 £500 £488
% change year-on-year
+10.00% +2.56%
Number of hourly rates quoted 0 2 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
10053 10399 10216
As % of all contract IT jobs located in the UK 18.84% 17.93% 17.59%
Number of daily rates quoted 6570 6621 6140
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £260 £250 £225
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £389 £380 £363
% change year-on-year
+2.42% +4.82%
Number of hourly rates quoted 270 320 407
Median hourly rate £22.50 £22.00 £18.00
Median hourly rate % change year-on-year
+2.27% +22.22%
90% offered a hourly rate of more than £13.00 £12.00 £11.50
10% offered a hourly rate of more than £47.50 £42.75 £34.50
UK excluding London median hourly rate £27.50 £22.00 £17.50
% change year-on-year
+25.00% +25.71%

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 29 September 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 29 September 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 +35 114 £550 +10.00% 28
London -5 59 £538 +2.38% 14
South East +49 31 £550 - 4
Surrey - 15 £550 -
Staines - 13 £290 -
Yorkshire +22 11 £550 -
South Yorkshire - 11 £550 -
Buckinghamshire - 9 £520 -
Sheffield - 9 £550 -
City of London +11 6 £563 -13.46% 1
West Midlands -31 5 £550 +22.22% 1
Milton Keynes - 5 £520 -
South West +13 3 £400 -38.46% 2
Hampshire +8 3 £600 - 4
Somerset - 3 £400 -
Buckingham - 3 - -
Scotland +13 2 £300 -42.85%
North West +8 2 £538 +10.25% 5
Telford - 2 - -
Warrington - 2 £538 -
Newport - 2 £700 - 1
Cheshire - 2 £538 -
Shropshire - 2 - -
Wales - 2 £700 - 1
South Wales - 2 £700 - 1
Southampton +12 1 £600 - 2
Cambridgeshire +11 1 - -
East of England -3 1 - - 1
East Midlands -7 1 - -
West Sussex - 1 - -

Apache Pig
Top 30 Related IT Skills

For the 6 months to 29 September 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.

1 193 (94.15%) Hadoop
2 189 (92.20%) Apache Hive
3 180 (87.80%) Big Data
4 123 (60.00%) Java
5 115 (56.10%) Apache Spark
6 97 (47.32%) MapReduce
7 96 (46.83%) HBase
8 77 (37.56%) HDFS
9 76 (37.07%) SQL
10 72 (35.12%) Python
11 63 (30.73%) Business Intelligence
12 58 (28.29%) Apache Flume
13 56 (27.32%) Sqoop
14 53 (25.85%) NoSQL
15 52 (25.37%) Analytics
16 49 (23.90%) Oracle
17 47 (22.93%) Scala
17 47 (22.93%) Agile Software Development
18 45 (21.95%) Linux
18 45 (21.95%) Apache Cassandra
19 44 (21.46%) Cloudera
20 43 (20.98%) ETL
21 39 (19.02%) Hadoop YARN
22 37 (18.05%) Oozie
23 34 (16.59%) Unix
24 33 (16.10%) R
25 32 (15.61%) SQL Server
25 32 (15.61%) Open Source
26 31 (15.12%) Amazon AWS
26 31 (15.12%) Data Modelling

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
1 115 (56.10%) Apache Spark
2 27 (13.17%) SAS
3 23 (11.22%) Apache
4 10 (4.88%) Apache Solr
5 6 (2.93%) Elasticsearch
6 3 (1.46%) Confluence
7 2 (0.98%) nginx
7 2 (0.98%) SharePoint
7 2 (0.98%) Tomcat
8 1 (0.49%) GemFire
8 1 (0.49%) Oracle Coherence
Applications
1 16 (7.80%) SPSS
2 5 (2.44%) MS Excel
2 5 (2.44%) Stata
Cloud Services
1 31 (15.12%) Amazon AWS
2 28 (13.66%) Microsoft Azure
3 13 (6.34%) Cloud Computing
4 12 (5.85%) Amazon EMR
5 6 (2.93%) Office 365
6 4 (1.95%) Amazon S3
6 4 (1.95%) AWS Lambda
7 3 (1.46%) IBM Cloud
7 3 (1.46%) SaaS
8 1 (0.49%) AWS CloudTrail
Communications & Networking
1 17 (8.29%) Kerberos
2 7 (3.41%) LAN
2 7 (3.41%) WAN
3 5 (2.44%) LDAP
4 3 (1.46%) HTTP
4 3 (1.46%) Network Security
5 1 (0.49%) Internet
Database & Business Intelligence
1 193 (94.15%) Hadoop
2 189 (92.20%) Apache Hive
3 180 (87.80%) Big Data
4 96 (46.83%) HBase
5 56 (27.32%) Sqoop
6 53 (25.85%) NoSQL
7 45 (21.95%) Apache Cassandra
8 32 (15.61%) SQL Server
9 30 (14.63%) Data Warehouse
10 29 (14.15%) MongoDB
11 26 (12.68%) Relational Database
12 21 (10.24%) MySQL
13 20 (9.76%) QlikView
14 18 (8.78%) Impala
15 17 (8.29%) Data Mining
16 13 (6.34%) Pentaho
17 12 (5.85%) BusinessObjects
18 11 (5.37%) Data Lake
18 11 (5.37%) PostgreSQL
18 11 (5.37%) Power BI
Development Applications
1 6 (2.93%) Git (software)
2 5 (2.44%) Subversion
2 5 (2.44%) Talend Open Studio
3 4 (1.95%) JIRA
4 3 (1.46%) Vagrant
5 2 (0.98%) Jenkins
6 1 (0.49%) Cucumber
6 1 (0.49%) GitLab
6 1 (0.49%) Hudson
6 1 (0.49%) JUnit
6 1 (0.49%) Maven
6 1 (0.49%) Mercurial
6 1 (0.49%) PigUnit
6 1 (0.49%) PyUnit
6 1 (0.49%) RSpec
General
1 18 (8.78%) Finance
2 9 (4.39%) Banking
3 7 (3.41%) Retail
4 6 (2.93%) Legal
5 4 (1.95%) Games
6 3 (1.46%) Front Office
6 3 (1.46%) Investment Banking
6 3 (1.46%) Marketing
7 1 (0.49%) Advertising
7 1 (0.49%) Corporate Banking
7 1 (0.49%) Retail Banking
7 1 (0.49%) Telecoms
Job Titles
1 53 (25.85%) Developer
2 43 (20.98%) Architect
3 37 (18.05%) Data Architect
4 31 (15.12%) Big Data Architect
5 28 (13.66%) Hadoop Developer
6 25 (12.20%) Big Data Developer
7 24 (11.71%) Data Engineer
8 19 (9.27%) Administrator
8 19 (9.27%) Hadoop Architect
9 18 (8.78%) Big Data Engineer
9 18 (8.78%) Consultant
10 16 (7.80%) Data Scientist
11 13 (6.34%) Hadoop Engineer
12 11 (5.37%) Data Administrator
13 10 (4.88%) Data Consultant
13 10 (4.88%) Java Developer
14 9 (4.39%) Hadoop Administrator
14 9 (4.39%) Senior Developer
15 8 (3.90%) Big Data Consultant
15 8 (3.90%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 26 (12.68%) Kafka
2 18 (8.78%) Apache Tez
3 10 (4.88%) Spark Streaming
4 8 (3.90%) CSS
4 8 (3.90%) HTML
4 8 (3.90%) J2EE
4 8 (3.90%) Oracle GoldenGate
5 7 (3.41%) Hibernate
5 7 (3.41%) Pandas
6 6 (2.93%) D3.js
6 6 (2.93%) NumPy
6 6 (2.93%) scikit-learn
6 6 (2.93%) SciPy
7 5 (2.44%) Ajax
7 5 (2.44%) Cascading
7 5 (2.44%) jQuery
7 5 (2.44%) Ruby on Rails
8 4 (1.95%) AngularJS
8 4 (1.95%) Java EE
8 4 (1.95%) REST
Miscellaneous
1 20 (9.76%) Computer Science
2 17 (8.29%) Analytical Skills
3 16 (7.80%) Visualisation
4 14 (6.83%) Algorithms
5 11 (5.37%) Mathematics
6 10 (4.88%) Data Centre
7 9 (4.39%) Statistics
8 8 (3.90%) Grid Computing
9 7 (3.41%) Management Information System
10 6 (2.93%) Artificial Intelligence
10 6 (2.93%) Data Integration
11 5 (2.44%) Performance Metrics
12 4 (1.95%) Clustering
12 4 (1.95%) Cryptography
12 4 (1.95%) Data Protection Act
12 4 (1.95%) iSeries
12 4 (1.95%) PKI
12 4 (1.95%) Smart Energy
13 3 (1.46%) Applied Mathematics
14 2 (0.98%) DataPower
Operating Systems
1 45 (21.95%) Linux
2 34 (16.59%) Unix
3 8 (3.90%) Windows
4 6 (2.93%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (47.32%) MapReduce
2 63 (30.73%) Business Intelligence
3 52 (25.37%) Analytics
4 47 (22.93%) Agile Software Development
5 43 (20.98%) ETL
6 32 (15.61%) Open Source
7 31 (15.12%) Data Modelling
8 25 (12.20%) Data Analysis
9 18 (8.78%) E-Commerce
10 16 (7.80%) Machine Learning
10 16 (7.80%) Software Engineering
11 15 (7.32%) Data Analytics
11 15 (7.32%) Data Architecture
11 15 (7.32%) Performance Tuning
12 13 (6.34%) Presales
12 13 (6.34%) Scrum
12 13 (6.34%) TDD
13 12 (5.85%) Data Management
14 11 (5.37%) Data Visualisation
14 11 (5.37%) Stakeholder Management
Programming Languages
1 123 (60.00%) Java
2 76 (37.07%) SQL
3 72 (35.12%) Python
4 47 (22.93%) Scala
5 33 (16.10%) R
6 31 (15.12%) Shell Script
7 24 (11.71%) Perl
8 21 (10.24%) C
9 15 (7.32%) PL/SQL
10 12 (5.85%) Ruby
11 10 (4.88%) C++
12 8 (3.90%) PHP
13 6 (2.93%) Bash Shell
14 5 (2.44%) JavaScript
14 5 (2.44%) MATLAB
15 4 (1.95%) C#
16 3 (1.46%) HiveQL
16 3 (1.46%) Pig Latin
17 2 (0.98%) Groovy
18 1 (0.49%) PowerShell
Qualifications
1 20 (9.76%) Security Cleared
2 13 (6.34%) Degree
3 11 (5.37%) DV Cleared
3 11 (5.37%) PhD
4 8 (3.90%) SC Cleared
5 1 (0.49%) BC Cleared
5 1 (0.49%) BPSS Clearance
5 1 (0.49%) CISSP
Quality Assurance & Compliance
1 7 (3.41%) SLA
2 5 (2.44%) ISO/IEC 27001
3 4 (1.95%) PCI DSS
4 3 (1.46%) Data Quality
4 3 (1.46%) Disclosure Scotland
4 3 (1.46%) ISAE 3402
4 3 (1.46%) SSAE 16
5 2 (0.98%) QA
System Software
1 77 (37.56%) HDFS
2 58 (28.29%) Apache Flume
3 17 (8.29%) Apache ZooKeeper
4 7 (3.41%) Oracle RAC
5 6 (2.93%) Active Directory
6 3 (1.46%) Docker
7 2 (0.98%) Ceph
Systems Management
1 39 (19.02%) Hadoop YARN
2 37 (18.05%) Oozie
3 15 (7.32%) Ambari
4 8 (3.90%) Ansible
5 6 (2.93%) Puppet
6 5 (2.44%) Control-M
6 5 (2.44%) Opscode Chef
7 3 (1.46%) Nagios
8 2 (0.98%) SCOM
Vendors
1 49 (23.90%) Oracle
2 44 (21.46%) Cloudera
3 31 (15.12%) Hortonworks
4 25 (12.20%) Teradata
5 22 (10.73%) Informatica
6 21 (10.24%) Tableau
7 16 (7.80%) SAP
8 12 (5.85%) IBM
9 11 (5.37%) Microsoft
10 7 (3.41%) Cisco
10 7 (3.41%) Cognos
11 6 (2.93%) Ab Initio
11 6 (2.93%) Splunk
12 5 (2.44%) MicroStrategy
12 5 (2.44%) Red Hat
12 5 (2.44%) Talend
13 4 (1.95%) Actian
13 4 (1.95%) ParAccel
13 4 (1.95%) Sybase
14 3 (1.46%) Percona
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