Period
to 20 February 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Apache Hive skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Hive over the 6 months to 20 February 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 Hive
England > East of England
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 172 172 169
Rank change year-on-year 0 -3 +25
Contract jobs citing Apache Hive 23 11 16
As % of all contract IT jobs advertised in the East of England 0.49% 0.25% 0.32%
As % of the Database & Business Intelligence category 2.55% 1.25% 1.60%
Number of daily rates quoted 20 8 5
East of England median daily rate £488 £550 £525
Median daily rate % change year-on-year -11.36% +4.76% -16.00%
10th Percentile £418 £509 £411
90th Percentile £615 £654 £668
England median daily rate £550 £550 £550
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £45.00 £29.82 £35.53
% change year-on-year +50.93% -16.07% -2.67%

Apache Hive is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 901 879 997
As % of all contract IT jobs advertised in the East of England 19.19% 19.79% 19.73%
Number of daily rates quoted 527 527 582
East of England median daily rate £425 £388 £388
Median daily rate % change year-on-year +9.68% - +3.33%
10th Percentile £300 £228 £248
90th Percentile £581 £544 £575
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 24 31 41
East of England median hourly rate £38.75 £36.00 £36.50
Median hourly rate % change year-on-year +7.64% -1.37% +3.77%
10th Percentile £16.25 £15.25 £14.50
90th Percentile £45.00 £45.00 £62.50
England median hourly rate £35.00 £25.95 £27.12
% change year-on-year +34.90% -4.33% -1.38%

Apache Hive
Job Vacancy Trend in the East of England

Job postings citing Apache Hive as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Apache Hive in the East of England

Apache Hive
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Hive in the East of England.

Contractor daily rate trend for Apache Hive in the East of England

Apache Hive
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Apache Hive in the East of England over the 6 months to 20 February 2018.

Contractor daily rate histogram for Apache Hive in the East of England

Apache Hive
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Hive within the East of England region over the 6 months to 20 February 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
Suffolk +17 8 £475 -5.00%
Hertfordshire +2 7 £525 -
Cambridgeshire -20 3 £488 -11.36%
Norfolk - 3 £550 - 2
Bedfordshire - 2 £623 -
Apache Hive
England

For the 6 months to 20 February 2018, IT contractor jobs citing Apache Hive 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 East of England region with a requirement for Apache Hive.

1 22 (95.65%) Hadoop
1 22 (95.65%) Big Data
1 22 (95.65%) Apache Spark
2 15 (65.22%) Python
3 13 (56.52%) Data Science
4 11 (47.83%) ETL
4 11 (47.83%) Apache Pig
4 11 (47.83%) MapReduce
4 11 (47.83%) Impala
5 10 (43.48%) R
5 10 (43.48%) Data Warehouse
5 10 (43.48%) Java
6 9 (39.13%) Scala
6 9 (39.13%) Analytics
6 9 (39.13%) Oozie
7 8 (34.78%) Open Source
7 8 (34.78%) Git (software)
8 7 (30.43%) Mathematics
8 7 (30.43%) SQL Server
8 7 (30.43%) Kafka
8 7 (30.43%) Machine Learning
9 6 (26.09%) Mathematical Modelling
9 6 (26.09%) HBase
9 6 (26.09%) Cloudera
9 6 (26.09%) Visualisation
9 6 (26.09%) Amazon AWS
9 6 (26.09%) Data Structures
9 6 (26.09%) Algorithms
9 6 (26.09%) SQL
9 6 (26.09%) Business Intelligence

Apache Hive
Co-occurring IT Skills in the East of 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 22 (95.65%) Apache Spark
2 11 (47.83%) Apache Pig
3 1 (4.35%) Apache
3 1 (4.35%) Apache Solr
3 1 (4.35%) Elasticsearch
3 1 (4.35%) JBoss
3 1 (4.35%) Oracle Application Server
3 1 (4.35%) Oracle SOA Suite
3 1 (4.35%) SAS
3 1 (4.35%) Tomcat
3 1 (4.35%) WebLogic
3 1 (4.35%) WebSphere
3 1 (4.35%) WebSphere Application Server
Cloud Services
1 6 (26.09%) Amazon AWS
2 3 (13.04%) Amazon EMR
2 3 (13.04%) Amazon Kinesis
3 2 (8.70%) Microsoft Azure
4 1 (4.35%) Amazon S3
4 1 (4.35%) AWS Lambda
4 1 (4.35%) Serverless
Database & Business Intelligence
1 22 (95.65%) Big Data
1 22 (95.65%) Hadoop
2 11 (47.83%) Impala
3 10 (43.48%) Data Warehouse
4 7 (30.43%) SQL Server
5 6 (26.09%) HBase
6 5 (21.74%) Apache Cassandra
6 5 (21.74%) SQL Server 2008
6 5 (21.74%) SQL Server Integration Services
7 4 (17.39%) Mahout
8 3 (13.04%) MongoDB
8 3 (13.04%) Sqoop
9 2 (8.70%) Amazon Redshift
9 2 (8.70%) BusinessObjects
9 2 (8.70%) Flink
9 2 (8.70%) NoSQL
9 2 (8.70%) Oracle Exadata
9 2 (8.70%) Oracle ODI
9 2 (8.70%) Parquet
9 2 (8.70%) QlikView
Development Applications
1 8 (34.78%) Git (software)
2 1 (4.35%) Gradle
2 1 (4.35%) Jenkins
2 1 (4.35%) SoapUI
2 1 (4.35%) Subversion
General
1 5 (21.74%) Retail
2 1 (4.35%) Banking
2 1 (4.35%) Finance
2 1 (4.35%) Manufacturing
Job Titles
1 9 (39.13%) Data Engineer
2 8 (34.78%) Data Scientist
3 7 (30.43%) Big Data Engineer
4 3 (13.04%) Architect
4 3 (13.04%) Data Architect
4 3 (13.04%) Developer
4 3 (13.04%) Hadoop Engineer
5 2 (8.70%) Big Data Architect
5 2 (8.70%) Big Data Developer
5 2 (8.70%) Big Data Solutions Architect
5 2 (8.70%) Cloud Engineer
5 2 (8.70%) Solutions Architect
6 1 (4.35%) AWS Engineer
6 1 (4.35%) Cloud Architect
6 1 (4.35%) Computer Scientist
6 1 (4.35%) Computer Vision Scientist
6 1 (4.35%) Java Developer
6 1 (4.35%) NoSQL Developer
6 1 (4.35%) Software Developer
6 1 (4.35%) XML Developer
Libraries, Frameworks & Software Standards
1 7 (30.43%) Kafka
2 3 (13.04%) TensorFlow
2 3 (13.04%) Web Services
2 3 (13.04%) XML
3 2 (8.70%) Apache Avro
3 2 (8.70%) GraphX
3 2 (8.70%) JSON
3 2 (8.70%) MLlib
3 2 (8.70%) PySpark
3 2 (8.70%) Spark Streaming
4 1 (4.35%) Ajax
4 1 (4.35%) Akka
4 1 (4.35%) Apache Camel
4 1 (4.35%) J2EE
4 1 (4.35%) Java EE
4 1 (4.35%) jQuery
4 1 (4.35%) OSGi
4 1 (4.35%) REST
4 1 (4.35%) Spring
4 1 (4.35%) Twitter Bootstrap
Miscellaneous
1 6 (26.09%) Algorithms
1 6 (26.09%) Computer Science
1 6 (26.09%) Data Structures
2 3 (13.04%) Analytical Skills
2 3 (13.04%) Greenfield Project
3 1 (4.35%) Analytical Mindset
3 1 (4.35%) DataPower
3 1 (4.35%) Management Information System
3 1 (4.35%) Mobile App
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Unix
Processes & Methodologies
1 13 (56.52%) Data Science
2 11 (47.83%) ETL
2 11 (47.83%) MapReduce
3 9 (39.13%) Analytics
4 8 (34.78%) Open Source
5 7 (30.43%) Machine Learning
5 7 (30.43%) Mathematics
6 6 (26.09%) Business Intelligence
6 6 (26.09%) Mathematical Modelling
6 6 (26.09%) Visualisation
7 5 (21.74%) Data Ingestion
7 5 (21.74%) Data Modelling
8 4 (17.39%) Data Integration
9 3 (13.04%) Agile Software Development
9 3 (13.04%) DevOps
9 3 (13.04%) Kalman Filter
10 2 (8.70%) Data Analytics
10 2 (8.70%) Data Governance
10 2 (8.70%) Performance Tuning
10 2 (8.70%) Test Automation
Programming Languages
1 15 (65.22%) Python
2 10 (43.48%) Java
2 10 (43.48%) R
3 9 (39.13%) Scala
4 6 (26.09%) SQL
5 2 (8.70%) Shell Script
6 1 (4.35%) Groovy
Qualifications
1 5 (21.74%) Degree
2 4 (17.39%) Numerate Degree
3 1 (4.35%) PhD
3 1 (4.35%) Security Cleared
System Software
1 2 (8.70%) Apache Flume
1 2 (8.70%) HDFS
Systems Management
1 9 (39.13%) Oozie
2 2 (8.70%) Hadoop YARN
2 2 (8.70%) Mesos
3 1 (4.35%) Terraform
Vendors
1 6 (26.09%) Cloudera
2 5 (21.74%) Microsoft
3 3 (13.04%) Hortonworks
3 3 (13.04%) MapR
3 3 (13.04%) Oracle
4 2 (8.70%) SAP
4 2 (8.70%) Tableau
4 2 (8.70%) Teradata
5 1 (4.35%) IBM