Period
to 20 February 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 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
Central London > City of London
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 163 150 174
Rank change year-on-year -13 +24 +76
Contract jobs citing Apache Hive 91 83 54
As % of all contract IT jobs advertised in the City of London 1.28% 1.36% 0.81%
As % of the Database & Business Intelligence category 5.26% 4.86% 3.08%
Number of daily rates quoted 81 65 51
City of London median daily rate £625 £515 £550
Median daily rate % change year-on-year +21.36% -6.36% +10.00%
10th Percentile £519 £418 £325
90th Percentile £725 £663 £656
Central London median daily rate £600 £514 £525
% change year-on-year +16.79% -2.14% +5.00%
Number of hourly rates quoted 0 0 1
City of London median hourly rate - - £37.50
Central London median hourly rate - - £37.50

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 1,729 1,708 1,754
As % of all contract IT jobs advertised in the City of London 24.36% 27.89% 26.21%
Number of daily rates quoted 1,476 1,372 1,428
City of London median daily rate £525 £475 £475
Median daily rate % change year-on-year +10.53% - +10.79%
10th Percentile £363 £325 £313
90th Percentile £688 £662 £638
Central London median daily rate £513 £475 £475
% change year-on-year +7.89% - +11.76%
Number of hourly rates quoted 7 2 4
City of London median hourly rate £27.50 £33.67 £46.25
Median hourly rate % change year-on-year -18.32% -27.21% +40.15%
10th Percentile £19.37 £23.75 £24.35
90th Percentile £48.76 £45.05 £60.00
Central London median hourly rate £27.50 £33.67 £29.74
% change year-on-year -18.32% +13.22% +22.73%

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 20 February 2018.

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

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 City of London region with a requirement for Apache Hive.

1 86 (94.51%) Hadoop
2 74 (81.32%) Big Data
3 72 (79.12%) Apache Spark
4 59 (64.84%) Java
5 54 (59.34%) Kafka
6 51 (56.04%) Python
7 49 (53.85%) HDFS
8 39 (42.86%) Apache Flume
9 35 (38.46%) Oozie
10 33 (36.26%) Finance
11 31 (34.07%) SQL
11 31 (34.07%) Agile Software Development
12 30 (32.97%) Banking
13 26 (28.57%) MapReduce
14 24 (26.37%) Amazon AWS
14 24 (26.37%) DevOps
15 23 (25.27%) Data Engineering
15 23 (25.27%) HBase
16 22 (24.18%) ETL
17 21 (23.08%) Analytics
17 21 (23.08%) MongoDB
18 20 (21.98%) Data Warehouse
18 20 (21.98%) Oracle
18 20 (21.98%) PySpark
19 19 (20.88%) Shell Script
19 19 (20.88%) Scala
19 19 (20.88%) Open Source
19 19 (20.88%) Ambari
20 18 (19.78%) Relational Database
20 18 (19.78%) PostgreSQL

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 72 (79.12%) Apache Spark
2 15 (16.48%) Apache Pig
3 14 (15.38%) Apache
4 9 (9.89%) Elasticsearch
5 5 (5.49%) SAS
6 4 (4.40%) Apache Solr
6 4 (4.40%) nginx
6 4 (4.40%) Tomcat
7 2 (2.20%) IPython
7 2 (2.20%) Jupyter
8 1 (1.10%) Confluence
Applications
1 2 (2.20%) SPSS
Cloud Services
1 24 (26.37%) Amazon AWS
2 9 (9.89%) GitHub
2 9 (9.89%) Microsoft Azure
3 6 (6.59%) Bluemix
3 6 (6.59%) IBM Cloud
4 2 (2.20%) Google Cloud Platform
5 1 (1.10%) Amazon Kinesis
5 1 (1.10%) PaaS
Communications & Networking
1 7 (7.69%) Kerberos
2 3 (3.30%) SSL
Database & Business Intelligence
1 86 (94.51%) Hadoop
2 74 (81.32%) Big Data
3 23 (25.27%) HBase
4 21 (23.08%) MongoDB
5 20 (21.98%) Data Warehouse
6 18 (19.78%) PostgreSQL
6 18 (19.78%) Relational Database
7 17 (18.68%) NoSQL
8 16 (17.58%) Impala
8 16 (17.58%) RDBMS
9 15 (16.48%) Apache Cassandra
10 14 (15.38%) Sqoop
11 11 (12.09%) Oracle Database
12 6 (6.59%) Oracle ODI
13 4 (4.40%) Amazon Redshift
13 4 (4.40%) Data Lake
13 4 (4.40%) QlikView
14 3 (3.30%) Flink
14 3 (3.30%) SAS Enterprise Guide
14 3 (3.30%) SQL Server
Development Applications
1 17 (18.68%) Jenkins
2 10 (10.99%) Git (software)
3 5 (5.49%) JUnit
3 5 (5.49%) Maven
3 5 (5.49%) TeamCity
4 2 (2.20%) GoCD
4 2 (2.20%) Vagrant
5 1 (1.10%) Ant
5 1 (1.10%) ERwin
5 1 (1.10%) Gradle
5 1 (1.10%) HP UFT
5 1 (1.10%) JIRA
5 1 (1.10%) ProC
5 1 (1.10%) Selenium
5 1 (1.10%) Subversion
5 1 (1.10%) Visual Studio
5 1 (1.10%) Visual Studio Team System
5 1 (1.10%) WebDriver
General
1 33 (36.26%) Finance
2 30 (32.97%) Banking
3 8 (8.79%) Investment Banking
4 7 (7.69%) Retail
5 2 (2.20%) Advertising
5 2 (2.20%) Marketing
5 2 (2.20%) Telecoms
6 1 (1.10%) Automotive
6 1 (1.10%) Retail Banking
Job Titles
1 20 (21.98%) Developer
2 19 (20.88%) Data Engineer
3 16 (17.58%) Java Engineer
4 13 (14.29%) Big Data Developer
5 12 (13.19%) Hadoop Engineer
6 11 (12.09%) Big Data Engineer
7 8 (8.79%) Architect
8 7 (7.69%) Scala Developer
8 7 (7.69%) Senior Hadoop Engineer
8 7 (7.69%) Senior Java Engineer
9 5 (5.49%) DevOps Engineer
10 4 (4.40%) Apache Spark Developer
10 4 (4.40%) Consultant
10 4 (4.40%) Data Architect
10 4 (4.40%) Data Scientist
10 4 (4.40%) Elasticsearch Engineer
11 3 (3.30%) Analyst
11 3 (3.30%) Big Data Architect
11 3 (3.30%) Hadoop Developer
11 3 (3.30%) Java Developer
Libraries, Frameworks & Software Standards
1 54 (59.34%) Kafka
2 20 (21.98%) PySpark
3 12 (13.19%) AngularJS
4 8 (8.79%) React
4 8 (8.79%) Redux
4 8 (8.79%) Twitter Bootstrap
5 6 (6.59%) Akka
5 6 (6.59%) TensorFlow
6 5 (5.49%) Keras
6 5 (5.49%) MLlib
6 5 (5.49%) scikit-learn
7 4 (4.40%) LDAP
7 4 (4.40%) Sensu
8 3 (3.30%) JSON
8 3 (3.30%) Natural Language Processing
8 3 (3.30%) Web Services
8 3 (3.30%) XML
9 1 (1.10%) Node.js
9 1 (1.10%) RabbitMQ
9 1 (1.10%) REST
Miscellaneous
1 12 (13.19%) Analytical Skills
2 8 (8.79%) Algorithms
3 6 (6.59%) Computer Science
4 4 (4.40%) Market Risk
5 3 (3.30%) Data Centre
5 3 (3.30%) Replication
6 2 (2.20%) iPad
6 2 (2.20%) Life Science
7 1 (1.10%) Credit Derivative
7 1 (1.10%) Derivative
7 1 (1.10%) Equities
7 1 (1.10%) Fat Client
7 1 (1.10%) Foreign Exchange (FX)
7 1 (1.10%) Greenfield Project
7 1 (1.10%) Grid Computing
7 1 (1.10%) PKI
7 1 (1.10%) Public Cloud
7 1 (1.10%) Social Network
7 1 (1.10%) Thin Client
7 1 (1.10%) Wiki
Operating Systems
1 9 (9.89%) Linux
2 7 (7.69%) Red Hat Enterprise Linux
3 2 (2.20%) Unix
4 1 (1.10%) Windows
4 1 (1.10%) Windows Server
4 1 (1.10%) Windows Server 2008
Processes & Methodologies
1 31 (34.07%) Agile Software Development
2 26 (28.57%) MapReduce
3 24 (26.37%) DevOps
4 23 (25.27%) Data Engineering
5 22 (24.18%) ETL
6 21 (23.08%) Analytics
7 19 (20.88%) Open Source
8 16 (17.58%) TDD
9 15 (16.48%) BDD
9 15 (16.48%) Machine Learning
10 14 (15.38%) Business Intelligence
10 14 (15.38%) Data Modelling
11 12 (13.19%) Data Science
12 9 (9.89%) Continuous Integration
13 8 (8.79%) E-Commerce
14 7 (7.69%) Deep Learning
15 6 (6.59%) Predictive Analytics
16 5 (5.49%) OOP
16 5 (5.49%) Operations Research
16 5 (5.49%) SDLC
Programming Languages
1 59 (64.84%) Java
2 51 (56.04%) Python
3 31 (34.07%) SQL
4 19 (20.88%) Scala
4 19 (20.88%) Shell Script
5 11 (12.09%) PL/SQL
5 11 (12.09%) R
6 8 (8.79%) JavaScript
7 2 (2.20%) C#
8 1 (1.10%) Bash Shell
8 1 (1.10%) C++
8 1 (1.10%) Julia
8 1 (1.10%) PROC SQL
8 1 (1.10%) SAS Macro
8 1 (1.10%) T-SQL
Qualifications
1 5 (5.49%) Degree
2 4 (4.40%) Computer Science Degree
3 2 (2.20%) Numerate Degree
4 1 (1.10%) MCSD
4 1 (1.10%) Microsoft Certification
4 1 (1.10%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (3.30%) IFRS
1 3 (3.30%) IFRS 9
2 2 (2.20%) Dodd-Frank
2 2 (2.20%) EMIR
2 2 (2.20%) MiFID
3 1 (1.10%) GCP
3 1 (1.10%) QA
System Software
1 49 (53.85%) HDFS
2 39 (42.86%) Apache Flume
3 13 (14.29%) Docker
4 3 (3.30%) Active Directory
4 3 (3.30%) Apache ZooKeeper
Systems Management
1 35 (38.46%) Oozie
2 19 (20.88%) Ambari
3 15 (16.48%) Hadoop YARN
4 7 (7.69%) Ansible
5 6 (6.59%) Kubernetes
6 4 (4.40%) Salt
7 3 (3.30%) Apache Slider
8 1 (1.10%) Opscode Chef
8 1 (1.10%) Terraform
Vendors
1 20 (21.98%) Oracle
2 16 (17.58%) Tableau
3 13 (14.29%) Cloudera
4 11 (12.09%) Hortonworks
5 7 (7.69%) MapR
5 7 (7.69%) Microsoft
6 6 (6.59%) IBM
7 4 (4.40%) SaltStack
8 3 (3.30%) Informatica
8 3 (3.30%) SAP
8 3 (3.30%) Talend
9 2 (2.20%) Cognos
9 2 (2.20%) Splunk
9 2 (2.20%) Vertica
10 1 (1.10%) Google
10 1 (1.10%) Netezza
10 1 (1.10%) Perforce
10 1 (1.10%) Sybase