Period
to 25 May 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 25 May 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
25 May 2018
Same period 2017 Same period 2016
Rank 167 166 169
Rank change year-on-year -1 +3 +8
Contract jobs citing Apache Hive 20 23 19
As % of all contract IT jobs advertised in the East of England 0.45% 0.53% 0.39%
As % of the Database & Business Intelligence category 2.31% 2.86% 2.16%
Number of daily rates quoted 17 7 3
East of England median daily rate £500 £525 £525
Median daily rate % change year-on-year -4.76% - +16.67%
10th Percentile £390 £435 £386
90th Percentile £600 £575 £733
England median daily rate £550 £500 £550
% change year-on-year +10.00% -9.09% -
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £65.00 £29.82 -
% change year-on-year +118.01% - -

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 864 805 881
As % of all contract IT jobs advertised in the East of England 19.47% 18.71% 17.97%
Number of daily rates quoted 521 498 517
East of England median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56% +4.00%
10th Percentile £300 £260 £243
90th Percentile £575 £550 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 26 17 34
East of England median hourly rate £24.00 £32.00 £38.00
Median hourly rate % change year-on-year -25.00% -15.79% +8.03%
10th Percentile £13.59 £13.97 £25.38
90th Percentile £45.50 £45.05 £61.45
England median hourly rate £32.25 £30.00 £28.25
% change year-on-year +7.50% +6.19% +2.73%

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 25 May 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 25 May 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
Hertfordshire +8 10 £525 - 1
Bedfordshire - 5 £450 - 2
Norfolk -9 3 £550 -
Cambridgeshire -3 2 £450 -14.29% 3
Apache Hive
England

For the 6 months to 25 May 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 20 (100.00%) Hadoop
2 18 (90.00%) Big Data
3 16 (80.00%) Apache Spark
4 15 (75.00%) Python
4 15 (75.00%) Data Science
5 12 (60.00%) Java
5 12 (60.00%) R
6 11 (55.00%) Apache Pig
6 11 (55.00%) Scala
7 10 (50.00%) Open Source
7 10 (50.00%) Retail
7 10 (50.00%) MapReduce
8 9 (45.00%) Machine Learning
8 9 (45.00%) Analytics
8 9 (45.00%) Mathematics
8 9 (45.00%) Git (software)
9 8 (40.00%) Visualisation
9 8 (40.00%) Amazon AWS
9 8 (40.00%) Computer Science
10 7 (35.00%) Kafka
10 7 (35.00%) Data Structures
10 7 (35.00%) Algorithms
10 7 (35.00%) Mathematical Modelling
11 6 (30.00%) Oozie
11 6 (30.00%) Degree
11 6 (30.00%) Agile Software Development
12 5 (25.00%) Data Modelling
12 5 (25.00%) Apache Flume
12 5 (25.00%) Impala
12 5 (25.00%) Numerate Degree

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 16 (80.00%) Apache Spark
2 11 (55.00%) Apache Pig
3 3 (15.00%) Apache
4 2 (10.00%) Apache Solr
4 2 (10.00%) SAS
5 1 (5.00%) Cloud Foundry
Applications
1 1 (5.00%) Microsoft Excel
Cloud Services
1 8 (40.00%) Amazon AWS
2 3 (15.00%) Amazon EMR
3 1 (5.00%) Amazon Kinesis
3 1 (5.00%) Amazon S3
3 1 (5.00%) AWS Lambda
3 1 (5.00%) Cloud Computing
3 1 (5.00%) Serverless
Database & Business Intelligence
1 20 (100.00%) Hadoop
2 18 (90.00%) Big Data
3 5 (25.00%) Impala
4 4 (20.00%) Data Warehouse
5 3 (15.00%) Apache Cassandra
5 3 (15.00%) HBase
5 3 (15.00%) Relational Database
6 2 (10.00%) Apache Kudu
6 2 (10.00%) Flink
6 2 (10.00%) NoSQL
6 2 (10.00%) OLTP
6 2 (10.00%) RDBMS
6 2 (10.00%) SQL Server
6 2 (10.00%) SQL Server 2008
7 1 (5.00%) Data Lake
7 1 (5.00%) Mahout
7 1 (5.00%) MongoDB
7 1 (5.00%) Parquet
Development Applications
1 9 (45.00%) Git (software)
General
1 10 (50.00%) Retail
2 2 (10.00%) Manufacturing
2 2 (10.00%) Marketing
3 1 (5.00%) Banking
3 1 (5.00%) Finance
Job Titles
1 11 (55.00%) Data Scientist
2 4 (20.00%) Architect
3 2 (10.00%) Business Intelligence Architect
3 2 (10.00%) Cloud Engineer
3 2 (10.00%) Computer Scientist
3 2 (10.00%) Computer Vision Scientist
3 2 (10.00%) Data Architect
3 2 (10.00%) Data Engineer
3 2 (10.00%) Technical Architect
4 1 (5.00%) Analyst
4 1 (5.00%) AWS Engineer
4 1 (5.00%) Big Data Architect
4 1 (5.00%) Big Data Manager
4 1 (5.00%) Cloud Architect
4 1 (5.00%) Data Analyst
4 1 (5.00%) Delivery Manager
4 1 (5.00%) IT Manager
4 1 (5.00%) Project Manager
4 1 (5.00%) SQL Analyst
4 1 (5.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (35.00%) Kafka
2 3 (15.00%) TensorFlow
3 2 (10.00%) Akka
4 1 (5.00%) Apache Avro
4 1 (5.00%) Apache Camel
4 1 (5.00%) Deeplearning4j
4 1 (5.00%) MXNet
4 1 (5.00%) Natural Language Processing
4 1 (5.00%) Theano
4 1 (5.00%) Web Services
Miscellaneous
1 8 (40.00%) Computer Science
2 7 (35.00%) Algorithms
2 7 (35.00%) Data Structures
3 2 (10.00%) Mobile App
4 1 (5.00%) Analytical Mindset
4 1 (5.00%) Analytical Skills
4 1 (5.00%) FMCG
4 1 (5.00%) Virtual Team
Operating Systems
1 2 (10.00%) Linux
1 2 (10.00%) Unix
Processes & Methodologies
1 15 (75.00%) Data Science
2 10 (50.00%) MapReduce
2 10 (50.00%) Open Source
3 9 (45.00%) Analytics
3 9 (45.00%) Machine Learning
3 9 (45.00%) Mathematics
4 8 (40.00%) Visualisation
5 7 (35.00%) Mathematical Modelling
6 6 (30.00%) Agile Software Development
7 5 (25.00%) Data Modelling
8 4 (20.00%) ETL
9 3 (15.00%) Data Engineering
9 3 (15.00%) Data Ingestion
9 3 (15.00%) Data Integration
9 3 (15.00%) E-Commerce
9 3 (15.00%) Logical Data Model
9 3 (15.00%) Logistics
9 3 (15.00%) Physical Data Model
9 3 (15.00%) Scrum
9 3 (15.00%) Waterfall
Programming Languages
1 15 (75.00%) Python
2 12 (60.00%) Java
2 12 (60.00%) R
3 11 (55.00%) Scala
4 3 (15.00%) SQL
5 2 (10.00%) Shell Script
6 1 (5.00%) Ruby
6 1 (5.00%) VBA
Qualifications
1 6 (30.00%) Degree
2 5 (25.00%) Numerate Degree
3 2 (10.00%) PhD
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
System Software
1 5 (25.00%) Apache Flume
2 2 (10.00%) HDFS
3 1 (5.00%) Apache ZooKeeper
Systems Management
1 6 (30.00%) Oozie
2 2 (10.00%) Terraform
3 1 (5.00%) Hadoop YARN
3 1 (5.00%) Kibana
Vendors
1 3 (15.00%) Tableau
2 2 (10.00%) Alteryx
2 2 (10.00%) Cloudera
2 2 (10.00%) Hortonworks
2 2 (10.00%) IBM
2 2 (10.00%) MapR
3 1 (5.00%) Talend