Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London 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 16 December 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
Central London > City of London
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 160 149 172
Rank change year-on-year -11 +23 +48
Contract jobs citing Apache Hive 98 108 68
As % of all contract IT jobs advertised in the City of London 1.39% 1.51% 1.04%
As % of the Database & Business Intelligence category 5.54% 6.11% 3.88%
Number of daily rates quoted 89 97 53
City of London median daily rate £550 £625 £525
Median daily rate % change year-on-year -12.00% +19.05% +5.00%
10th Percentile £513 £525 £428
90th Percentile £700 £725 £660
Central London median daily rate £550 £625 £525
% change year-on-year -12.00% +19.05% +5.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

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 City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Contract vacancies with a requirement for database or business intelligence skills 1,769 1,768 1,754
As % of all contract IT jobs advertised in the City of London 25.07% 24.74% 26.85%
Number of daily rates quoted 1,409 1,455 1,397
City of London median daily rate £525 £525 £475
Median daily rate % change year-on-year - +10.53% -
10th Percentile £375 £369 £325
90th Percentile £675 £688 £663
Central London median daily rate £525 £520 £475
% change year-on-year +0.96% +9.47% +0.80%
Number of hourly rates quoted 11 9 1
City of London median hourly rate £35.00 £27.50 £45.00
Median hourly rate % change year-on-year +27.27% -38.89% +80.00%
10th Percentile £19.50 £20.75 £42.50
90th Percentile £42.19 £33.25 £47.50
Central London median hourly rate £35.00 £27.50 £45.00
% change year-on-year +27.27% -38.89% +104.78%

Apache Hive
Job Vacancy Trend in the City of London

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

Job vacancy trend for Apache Hive in the City of London

Apache Hive
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Apache Hive in the City of London

Apache Hive
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache Hive in the City of London over the 6 months to 16 December 2018.

Contractor daily rate histogram for Apache Hive in the City of London

Apache Hive
Contract Job Locations in the City of London

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 City of London region over the 6 months to 16 December 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
London Bridge - 31 £550 -
Apache Hive
Central London

For the 6 months to 16 December 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 City of London region with a requirement for Apache Hive.

1 95 (96.94%) Hadoop
2 85 (86.73%) Big Data
3 63 (64.29%) Kafka
4 60 (61.22%) Apache Spark
5 51 (52.04%) Python
6 39 (39.80%) SQL
7 38 (38.78%) Finance
8 36 (36.73%) Data Science
9 33 (33.67%) Machine Learning
9 33 (33.67%) Analytics
10 31 (31.63%) Cloudera
11 30 (30.61%) Java
11 30 (30.61%) Data Modelling
12 28 (28.57%) Data Warehouse
12 28 (28.57%) Amazon AWS
12 28 (28.57%) Oozie
13 25 (25.51%) Impala
13 25 (25.51%) Hadoop YARN
14 22 (22.45%) HDFS
14 22 (22.45%) Data Quality
14 22 (22.45%) OLAP
15 21 (21.43%) Star Schema
15 21 (21.43%) OLAP Cube
15 21 (21.43%) Enterprise Data Warehouse
15 21 (21.43%) SQL Optimisation
16 20 (20.41%) Jenkins
16 20 (20.41%) Agile Software Development
17 19 (19.39%) HBase
18 18 (18.37%) ETL
19 17 (17.35%) Data Analysis

Apache Hive
Co-occurring IT Skills in the City of London 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 60 (61.22%) Apache Spark
2 17 (17.35%) Elasticsearch
3 6 (6.12%) Apache Pig
4 3 (3.06%) Apache
5 2 (2.04%) Apache Airflow
5 2 (2.04%) Apache Solr
5 2 (2.04%) Luigi
6 1 (1.02%) SAS
Applications
1 10 (10.20%) Microsoft Excel
1 10 (10.20%) MS Visio
Business Applications
1 1 (1.02%) Dynamics NAV
Cloud Services
1 28 (28.57%) Amazon AWS
2 12 (12.24%) Amazon EC2
2 12 (12.24%) Amazon S3
3 10 (10.20%) Virtual Private Cloud
4 9 (9.18%) Amazon EMR
5 8 (8.16%) Microsoft Azure
6 7 (7.14%) Google Cloud Platform
7 4 (4.08%) GitHub
8 3 (3.06%) IBM Cloud
9 2 (2.04%) AWS Lambda
9 2 (2.04%) Serverless
10 1 (1.02%) AWS CloudFormation
Communications & Networking
1 2 (2.04%) Kerberos
2 1 (1.02%) SNA
2 1 (1.02%) SSL
Database & Business Intelligence
1 95 (96.94%) Hadoop
2 85 (86.73%) Big Data
3 28 (28.57%) Data Warehouse
4 25 (25.51%) Impala
5 22 (22.45%) OLAP
6 21 (21.43%) Enterprise Data Warehouse
6 21 (21.43%) OLAP Cube
6 21 (21.43%) Star Schema
7 19 (19.39%) HBase
8 16 (16.33%) Sqoop
9 12 (12.24%) SQL Server
10 6 (6.12%) Data Lake
11 5 (5.10%) Apache Cassandra
11 5 (5.10%) MongoDB
11 5 (5.10%) NoSQL
12 4 (4.08%) PostgreSQL
12 4 (4.08%) Relational Database
13 3 (3.06%) Data Mining
13 3 (3.06%) Presto
14 2 (2.04%) Spark SQL
Development Applications
1 20 (20.41%) Jenkins
2 13 (13.27%) Maven
3 4 (4.08%) Git (software)
4 3 (3.06%) JIRA
5 2 (2.04%) GitLab
5 2 (2.04%) Travis CI
6 1 (1.02%) Cucumber
6 1 (1.02%) Eclipse
6 1 (1.02%) ER Studio
6 1 (1.02%) Gerrit
6 1 (1.02%) JBehave
6 1 (1.02%) RStudio
6 1 (1.02%) Selenium
6 1 (1.02%) TestRail
General
1 38 (38.78%) Finance
2 7 (7.14%) Retail
3 4 (4.08%) Banking
4 2 (2.04%) Front Office
5 1 (1.02%) Advertising
5 1 (1.02%) Electronics
5 1 (1.02%) Legal
5 1 (1.02%) Publishing
Job Titles
1 45 (45.92%) Data Engineer
2 33 (33.67%) Hadoop Engineer
3 25 (25.51%) Big Data Engineer
4 12 (12.24%) Elasticsearch Engineer
4 12 (12.24%) Java Engineer
4 12 (12.24%) Senior Hadoop Engineer
4 12 (12.24%) Senior Java Engineer
5 11 (11.22%) Platform Engineer
6 9 (9.18%) Data Scientist
6 9 (9.18%) Python Engineer
7 8 (8.16%) Developer
8 5 (5.10%) Big Data Developer
9 3 (3.06%) Apache Spark Developer
9 3 (3.06%) Engineering Manager
10 2 (2.04%) Principal Engineer
10 2 (2.04%) Python Developer
10 2 (2.04%) Senior Big Data Developer
10 2 (2.04%) Senior Developer
10 2 (2.04%) Site Engineer
10 2 (2.04%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 63 (64.29%) Kafka
2 12 (12.24%) AngularJS
3 10 (10.20%) Spark Streaming
4 9 (9.18%) PySpark
5 4 (4.08%) NumPy
5 4 (4.08%) Pandas
6 3 (3.06%) JSON
6 3 (3.06%) MLlib
6 3 (3.06%) TensorFlow
6 3 (3.06%) Theano
6 3 (3.06%) Torch
7 2 (2.04%) OAuth
7 2 (2.04%) OAuth2
7 2 (2.04%) RabbitMQ
8 1 (1.02%) CSS3
8 1 (1.02%) Gherkin
8 1 (1.02%) HTML5
8 1 (1.02%) Natural Language Processing
8 1 (1.02%) RESTful
8 1 (1.02%) SciPy
Miscellaneous
1 10 (10.20%) Wiki
2 7 (7.14%) Algorithms
3 6 (6.12%) Analytical Skills
3 6 (6.12%) Greenfield Project
4 2 (2.04%) Fintech
Operating Systems
1 12 (12.24%) Unix
2 10 (10.20%) Windows
3 9 (9.18%) Linux
4 1 (1.02%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (36.73%) Data Science
2 33 (33.67%) Analytics
2 33 (33.67%) Machine Learning
3 30 (30.61%) Data Modelling
4 21 (21.43%) SQL Optimisation
5 20 (20.41%) Agile Software Development
6 18 (18.37%) ETL
7 17 (17.35%) Data Analysis
8 14 (14.29%) Test Automation
9 13 (13.27%) Continuous Integration
10 12 (12.24%) Scrum
11 10 (10.20%) Build Automation
11 10 (10.20%) Data Extraction
11 10 (10.20%) TDD
12 9 (9.18%) BDD
12 9 (9.18%) DevOps
12 9 (9.18%) MapReduce
13 8 (8.16%) Software Engineering
14 7 (7.14%) Open Source
14 7 (7.14%) Statistical Modelling
Programming Languages
1 51 (52.04%) Python
2 39 (39.80%) SQL
3 30 (30.61%) Java
4 14 (14.29%) Scala
5 13 (13.27%) Bash Shell
6 12 (12.24%) Java 8
7 10 (10.20%) Korn
7 10 (10.20%) PowerShell
7 10 (10.20%) Shell Script
8 3 (3.06%) Clojure
8 3 (3.06%) JavaScript
8 3 (3.06%) Kotlin
8 3 (3.06%) R
9 1 (1.02%) AWK
9 1 (1.02%) C
9 1 (1.02%) C#
9 1 (1.02%) Groovy
9 1 (1.02%) Pig Latin
9 1 (1.02%) Ruby
9 1 (1.02%) sed
Qualifications
1 7 (7.14%) Degree
2 6 (6.12%) Master's Degree
3 5 (5.10%) PhD
4 1 (1.02%) Numerate Degree
Quality Assurance & Compliance
1 22 (22.45%) Data Quality
2 2 (2.04%) QA
System Software
1 22 (22.45%) HDFS
2 10 (10.20%) Apache Flume
3 3 (3.06%) Docker
4 1 (1.02%) Active Directory
4 1 (1.02%) Apache ZooKeeper
Systems Management
1 28 (28.57%) Oozie
2 25 (25.51%) Hadoop YARN
3 14 (14.29%) Ansible
4 11 (11.22%) Opscode Chef
5 10 (10.20%) Puppet
6 5 (5.10%) Kubernetes
7 4 (4.08%) Ambari
8 2 (2.04%) Prometheus
8 2 (2.04%) Terraform
9 1 (1.02%) Apache Slider
9 1 (1.02%) Kibana
9 1 (1.02%) logstash
9 1 (1.02%) Tivoli
Vendors
1 31 (31.63%) Cloudera
2 13 (13.27%) Hortonworks
3 10 (10.20%) Oracle
4 6 (6.12%) Google
4 6 (6.12%) Tableau
5 5 (5.10%) Talend
6 3 (3.06%) IBM
7 2 (2.04%) MapR
8 1 (1.02%) Microsoft
8 1 (1.02%) Palantir
8 1 (1.02%) Splunk
8 1 (1.02%) Teradata