Period
to 23 June 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 6 months to 23 June 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Pig
South East > Berkshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 155 147 179
Rank change year-on-year -8 +32 +5
Contract jobs citing Apache Pig 7 7 3
As % of all contract IT jobs advertised in Berkshire 0.18% 0.19% 0.062%
As % of the Application Platforms category 1.32% 1.32% 0.37%
Number of daily rates quoted 5 6 3
Berkshire median daily rate £438 £463 £350
Median daily rate % change year-on-year -5.41% +32.14% -53.33%
South East median daily rate £494 £450 £388
% change year-on-year +9.72% +16.13% -35.42%
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate - - -

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for application platform skills.

All Application Platform Skills
Berkshire
Contract vacancies with a requirement for application platform skills 531 529 820
As % of all contract IT jobs advertised in Berkshire 13.77% 14.43% 17.02%
Number of daily rates quoted 299 261 466
Berkshire median daily rate £400 £400 £413
Median daily rate % change year-on-year - -3.03% +6.45%
10th Percentile £231 £263 £251
90th Percentile £575 £550 £550
South East median daily rate £425 £404 £400
% change year-on-year +5.26% +0.94% +6.67%
Number of hourly rates quoted 14 28 33
Berkshire median hourly rate £18.25 £12.00 £12.50
Median hourly rate % change year-on-year +52.08% -4.00% -39.02%
10th Percentile £11.30 £12.00 £11.32
90th Percentile £54.88 £55.65 £49.52
South East median hourly rate £20.00 £17.50 £18.50
% change year-on-year +14.29% -5.41% -

Apache Pig
Job Vacancy Trend in Berkshire

Job postings citing Apache Pig as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Apache Pig in Berkshire

Apache Pig
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Apache Pig in Berkshire

Apache Pig
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Apache Pig in Berkshire over the 6 months to 23 June 2018.

Contractor daily rate histogram for Apache Pig in Berkshire

Apache Pig
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +1 4 £438 -2.78% 1
Windsor 0 1 £575 +4.55%
Apache Pig
South East

For the 6 months to 23 June 2018, IT contractor jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Berkshire region with a requirement for Apache Pig.

1 7 (100.00%) Hadoop
1 7 (100.00%) Big Data
2 6 (85.71%) Apache Flume
2 6 (85.71%) Apache Hive
2 6 (85.71%) Java
2 6 (85.71%) Sqoop
3 5 (71.43%) Analytics
3 5 (71.43%) SQL Server
3 5 (71.43%) Python
3 5 (71.43%) ETL
3 5 (71.43%) MapReduce
3 5 (71.43%) HBase
4 4 (57.14%) R
4 4 (57.14%) Talend
4 4 (57.14%) Pentaho
4 4 (57.14%) F#
4 4 (57.14%) Data Warehouse
4 4 (57.14%) Business Intelligence
4 4 (57.14%) Microsoft
4 4 (57.14%) Informatica
4 4 (57.14%) SQL
4 4 (57.14%) C#
4 4 (57.14%) Data Modelling
4 4 (57.14%) Migration
4 4 (57.14%) Replication
4 4 (57.14%) Power BI
5 3 (42.86%) Presales
5 3 (42.86%) SQL Server Integration Services
5 3 (42.86%) Triplestore
5 3 (42.86%) Amazon Redshift

Apache Pig
Co-occurring IT Skills in Berkshire 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 3 (42.86%) SAS
2 1 (14.29%) Apache Spark
Applications
1 3 (42.86%) SPSS
Cloud Services
1 3 (42.86%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Big Data
1 7 (100.00%) Hadoop
2 6 (85.71%) Apache Hive
2 6 (85.71%) Sqoop
3 5 (71.43%) HBase
3 5 (71.43%) SQL Server
4 4 (57.14%) Data Warehouse
4 4 (57.14%) Pentaho
4 4 (57.14%) Power BI
5 3 (42.86%) Amazon Redshift
5 3 (42.86%) Apache Cassandra
5 3 (42.86%) Mahout
5 3 (42.86%) MongoDB
5 3 (42.86%) NoSQL
5 3 (42.86%) Redis
5 3 (42.86%) SAP HANA
5 3 (42.86%) SQL Server 2008
5 3 (42.86%) SQL Server Analysis Services
5 3 (42.86%) SQL Server Integration Services
5 3 (42.86%) Triplestore
General
1 1 (14.29%) Marketing
Job Titles
1 4 (57.14%) Consultant
1 4 (57.14%) Data Consultant
1 4 (57.14%) Insight Consultant
2 1 (14.29%) Administrator
2 1 (14.29%) Analytics Consultant
2 1 (14.29%) Big Data Developer
2 1 (14.29%) Business Intelligence Consultant
2 1 (14.29%) Data Administrator
2 1 (14.29%) Data Engineer
2 1 (14.29%) Data Warehouse Consultant
2 1 (14.29%) Developer
2 1 (14.29%) E-Commerce Developer
2 1 (14.29%) Hadoop Administrator
2 1 (14.29%) Java Engineer
Libraries, Frameworks & Software Standards
1 1 (14.29%) Kafka
1 1 (14.29%) RESTful
1 1 (14.29%) SOAP
1 1 (14.29%) Web Services
Miscellaneous
1 4 (57.14%) Replication
2 3 (42.86%) Analytical Skills
3 1 (14.29%) Computer Science
Operating Systems
1 2 (28.57%) Linux
2 1 (14.29%) CentOS
2 1 (14.29%) Debian
2 1 (14.29%) Red Hat Enterprise Linux
2 1 (14.29%) Ubuntu
Processes & Methodologies
1 5 (71.43%) Analytics
1 5 (71.43%) ETL
1 5 (71.43%) MapReduce
2 4 (57.14%) Business Intelligence
2 4 (57.14%) Data Modelling
2 4 (57.14%) Migration
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Data Analytics
3 3 (42.86%) Data Security
3 3 (42.86%) High Availability
3 3 (42.86%) Presales
3 3 (42.86%) Project Management
4 2 (28.57%) Open Source
5 1 (14.29%) Business Transformation
5 1 (14.29%) Data Engineering
5 1 (14.29%) Data Ingestion
5 1 (14.29%) Data Strategy
5 1 (14.29%) Digital Marketing
5 1 (14.29%) E-Commerce
Programming Languages
1 6 (85.71%) Java
2 5 (71.43%) Python
3 4 (57.14%) C#
3 4 (57.14%) F#
3 4 (57.14%) R
3 4 (57.14%) SQL
4 1 (14.29%) Bash Shell
4 1 (14.29%) Scala
Qualifications
1 1 (14.29%) Computer Science Degree
1 1 (14.29%) Degree
System Software
1 6 (85.71%) Apache Flume
2 2 (28.57%) HDFS
Systems Management
1 2 (28.57%) Oozie
2 1 (14.29%) Ambari
2 1 (14.29%) Hadoop YARN
2 1 (14.29%) Opscode Chef
2 1 (14.29%) Puppet
Vendors
1 4 (57.14%) Informatica
1 4 (57.14%) Microsoft
1 4 (57.14%) Talend
2 3 (42.86%) Oracle
2 3 (42.86%) SAP
2 3 (42.86%) Teradata
2 3 (42.86%) Vertica
3 2 (28.57%) Cloudera
3 2 (28.57%) Hortonworks
3 2 (28.57%) MapR
4 1 (14.29%) Netezza
4 1 (14.29%) Red Hat