Period
to 26 May 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 26 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
Central London > City of London
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 160 180 178
Rank change year-on-year +20 -2 +65
Contract jobs citing Apache Hive 97 57 61
As % of all contract IT jobs advertised in the City of London 1.39% 0.92% 0.94%
As % of the Database & Business Intelligence category 5.49% 3.32% 3.60%
Number of daily rates quoted 83 49 58
City of London median daily rate £588 £493 £525
Median daily rate % change year-on-year +19.29% -6.19% -10.64%
10th Percentile £500 £400 £374
90th Percentile £738 £675 £629
Central London median daily rate £575 £493 £525
% change year-on-year +16.75% -6.19% -10.64%
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 1,768 1,719 1,694
As % of all contract IT jobs advertised in the City of London 25.34% 27.69% 26.09%
Number of daily rates quoted 1,458 1,364 1,340
City of London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £325 £313
90th Percentile £675 £650 £638
Central London median daily rate £513 £493 £475
% change year-on-year +4.06% +3.68% +5.56%
Number of hourly rates quoted 10 1 10
City of London median hourly rate £22.25 £22.34 £19.00
Median hourly rate % change year-on-year -0.38% +17.55% -47.22%
10th Percentile £20.63 £21.67 £16.03
90th Percentile £36.90 £23.00 £60.00
Central London median hourly rate £30.00 £22.34 £19.00
% change year-on-year +34.32% +17.55% -30.44%

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 26 May 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 26 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
London Bridge - 2 £550 -
Apache Hive
Central London

For the 6 months to 26 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 City of London region with a requirement for Apache Hive.

1 93 (95.88%) Hadoop
2 83 (85.57%) Big Data
3 70 (72.16%) Apache Spark
4 55 (56.70%) Java
5 52 (53.61%) Python
6 46 (47.42%) Kafka
7 41 (42.27%) HDFS
8 36 (37.11%) Finance
9 35 (36.08%) ETL
10 33 (34.02%) Amazon AWS
11 32 (32.99%) Analytics
12 31 (31.96%) SQL
13 30 (30.93%) Scala
14 26 (26.80%) Agile Software Development
14 26 (26.80%) Java 8
15 23 (23.71%) HBase
15 23 (23.71%) Apache Cassandra
16 21 (21.65%) MongoDB
16 21 (21.65%) Elasticsearch
17 20 (20.62%) Cloudera
17 20 (20.62%) Linux
18 19 (19.59%) Machine Learning
18 19 (19.59%) Apache Pig
19 18 (18.56%) Oozie
19 18 (18.56%) NoSQL
19 18 (18.56%) Apache Flume
19 18 (18.56%) Data Science
20 17 (17.53%) Banking
20 17 (17.53%) Maven
21 16 (16.49%) AngularJS

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 70 (72.16%) Apache Spark
2 21 (21.65%) Elasticsearch
3 19 (19.59%) Apache Pig
4 15 (15.46%) Apache
5 11 (11.34%) Apache Solr
6 5 (5.15%) Tomcat
7 4 (4.12%) Apache Airflow
7 4 (4.12%) nginx
8 2 (2.06%) IPython
8 2 (2.06%) Jupyter
8 2 (2.06%) Luigi
9 1 (1.03%) Confluence
9 1 (1.03%) SAS
Applications
1 2 (2.06%) SPSS
2 1 (1.03%) Microsoft Excel
2 1 (1.03%) MS Visio
Cloud Services
1 33 (34.02%) Amazon AWS
2 16 (16.49%) Microsoft Azure
3 3 (3.09%) Amazon S3
3 3 (3.09%) Google Cloud Platform
4 2 (2.06%) GitHub
5 1 (1.03%) Amazon EC2
5 1 (1.03%) Amazon EMR
5 1 (1.03%) Amazon Kinesis
5 1 (1.03%) Azure Data Factory
5 1 (1.03%) PaaS
5 1 (1.03%) Virtual Private Cloud
5 1 (1.03%) Yarn
Communications & Networking
1 13 (13.40%) Kerberos
2 6 (6.19%) SSL
Database & Business Intelligence
1 93 (95.88%) Hadoop
2 83 (85.57%) Big Data
3 23 (23.71%) Apache Cassandra
3 23 (23.71%) HBase
4 21 (21.65%) MongoDB
5 18 (18.56%) NoSQL
6 13 (13.40%) Data Warehouse
7 12 (12.37%) Impala
7 12 (12.37%) Sqoop
8 11 (11.34%) Amazon Redshift
9 10 (10.31%) Relational Database
10 7 (7.22%) RDBMS
10 7 (7.22%) SQL Server
11 5 (5.15%) PostgreSQL
12 4 (4.12%) Data Lake
12 4 (4.12%) SQL Server Integration Services
13 3 (3.09%) Flink
13 3 (3.09%) MySQL
14 2 (2.06%) Data Mining
14 2 (2.06%) DB2
Development Applications
1 17 (17.53%) Maven
2 14 (14.43%) Jenkins
3 11 (11.34%) Git (software)
4 5 (5.15%) JUnit
4 5 (5.15%) TeamCity
5 2 (2.06%) ER Studio
5 2 (2.06%) GoCD
5 2 (2.06%) Vagrant
6 1 (1.03%) GitLab
6 1 (1.03%) JIRA
6 1 (1.03%) Subversion
6 1 (1.03%) Visual Studio
6 1 (1.03%) Visual Studio Team System
General
1 36 (37.11%) Finance
2 17 (17.53%) Banking
3 10 (10.31%) Investment Banking
3 10 (10.31%) Retail
4 4 (4.12%) Marketing
5 2 (2.06%) Advertising
5 2 (2.06%) Telecoms
6 1 (1.03%) Automotive
6 1 (1.03%) Retail Banking
Job Titles
1 39 (40.21%) Big Data Engineer
2 34 (35.05%) Data Engineer
3 24 (24.74%) Hadoop Engineer
4 20 (20.62%) Developer
5 17 (17.53%) Senior Hadoop Engineer
6 16 (16.49%) Elasticsearch Engineer
6 16 (16.49%) Java Engineer
6 16 (16.49%) Senior Java Engineer
7 15 (15.46%) Python Engineer
8 14 (14.43%) Big Data Developer
9 7 (7.22%) Consultant
10 6 (6.19%) AWS Engineer
10 6 (6.19%) Data Scientist
11 5 (5.15%) Architect
11 5 (5.15%) DevOps Engineer
11 5 (5.15%) Principal Consultant
12 4 (4.12%) AWS Developer
12 4 (4.12%) Data Architect
12 4 (4.12%) Scala Developer
13 3 (3.09%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 46 (47.42%) Kafka
2 16 (16.49%) AngularJS
3 7 (7.22%) scikit-learn
4 6 (6.19%) RabbitMQ
4 6 (6.19%) TensorFlow
5 5 (5.15%) Akka
5 5 (5.15%) Keras
5 5 (5.15%) LDAP
5 5 (5.15%) MLlib
6 4 (4.12%) JSON
6 4 (4.12%) Sensu
6 4 (4.12%) XML
7 3 (3.09%) Natural Language Processing
7 3 (3.09%) Web Services
8 2 (2.06%) Celery
8 2 (2.06%) Django
8 2 (2.06%) Flask
8 2 (2.06%) J2EE
8 2 (2.06%) NumPy
8 2 (2.06%) SciPy
Miscellaneous
1 13 (13.40%) Algorithms
2 10 (10.31%) Analytical Skills
3 6 (6.19%) Computer Science
4 5 (5.15%) Greenfield Project
5 2 (2.06%) iPad
5 2 (2.06%) Life Science
5 2 (2.06%) Replication
5 2 (2.06%) Wiki
6 1 (1.03%) Clustering
6 1 (1.03%) Data Structures
6 1 (1.03%) Fat Client
6 1 (1.03%) Fintech
6 1 (1.03%) Foreign Exchange (FX)
6 1 (1.03%) Grid Computing
6 1 (1.03%) PKI
6 1 (1.03%) Public Cloud
6 1 (1.03%) Social Network
6 1 (1.03%) Thin Client
Operating Systems
1 20 (20.62%) Linux
2 9 (9.28%) Red Hat Enterprise Linux
3 4 (4.12%) Unix
4 2 (2.06%) Windows
5 1 (1.03%) Windows Server
5 1 (1.03%) Windows Server 2008
Processes & Methodologies
1 35 (36.08%) ETL
2 32 (32.99%) Analytics
3 26 (26.80%) Agile Software Development
4 19 (19.59%) Machine Learning
5 18 (18.56%) Data Science
6 16 (16.49%) DevOps
7 14 (14.43%) MapReduce
8 13 (13.40%) Continuous Integration
9 10 (10.31%) E-Commerce
10 9 (9.28%) Data Modelling
10 9 (9.28%) Problem-Solving
11 8 (8.25%) Data Engineering
11 8 (8.25%) Predictive Analytics
11 8 (8.25%) Software Delivery
12 7 (7.22%) Software Engineering
12 7 (7.22%) TDD
13 6 (6.19%) Deep Learning
13 6 (6.19%) Mentoring
13 6 (6.19%) OOP
14 5 (5.15%) Data Analytics
Programming Languages
1 55 (56.70%) Java
2 52 (53.61%) Python
3 31 (31.96%) SQL
4 30 (30.93%) Scala
5 26 (26.80%) Java 8
6 13 (13.40%) R
7 7 (7.22%) Shell Script
8 3 (3.09%) Clojure
8 3 (3.09%) Julia
8 3 (3.09%) PL/SQL
8 3 (3.09%) T-SQL
9 2 (2.06%) Bash Shell
9 2 (2.06%) C#
9 2 (2.06%) MATLAB
10 1 (1.03%) C++
10 1 (1.03%) HiveQL
10 1 (1.03%) JavaScript
10 1 (1.03%) Korn
10 1 (1.03%) PowerShell
10 1 (1.03%) TypeScript
Qualifications
1 5 (5.15%) Degree
2 4 (4.12%) Computer Science Degree
3 2 (2.06%) Numerate Degree
4 1 (1.03%) MCSD
4 1 (1.03%) Microsoft Certification
4 1 (1.03%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (2.06%) Dodd-Frank
1 2 (2.06%) EMIR
1 2 (2.06%) MiFID
1 2 (2.06%) QA
2 1 (1.03%) Data Quality
2 1 (1.03%) GCP
2 1 (1.03%) GDPR
System Software
1 41 (42.27%) HDFS
2 18 (18.56%) Apache Flume
3 12 (12.37%) Docker
4 11 (11.34%) Apache ZooKeeper
5 6 (6.19%) Active Directory
Systems Management
1 18 (18.56%) Oozie
2 16 (16.49%) Hadoop YARN
3 11 (11.34%) Ansible
4 6 (6.19%) Ambari
4 6 (6.19%) Apache Slider
5 4 (4.12%) Salt
6 1 (1.03%) Kibana
6 1 (1.03%) Kubernetes
6 1 (1.03%) Opscode Chef
6 1 (1.03%) Puppet
6 1 (1.03%) Terraform
Vendors
1 20 (20.62%) Cloudera
2 15 (15.46%) Hortonworks
3 11 (11.34%) Tableau
4 8 (8.25%) Microsoft
5 7 (7.22%) Oracle
6 6 (6.19%) MapR
7 5 (5.15%) Talend
8 4 (4.12%) Informatica
8 4 (4.12%) SaltStack
8 4 (4.12%) Splunk
9 2 (2.06%) Cognos
9 2 (2.06%) Google
9 2 (2.06%) SAP
9 2 (2.06%) Vertica
10 1 (1.03%) FXall
10 1 (1.03%) IBM
10 1 (1.03%) Netezza
10 1 (1.03%) Reuters
10 1 (1.03%) Salesforce.com
10 1 (1.03%) Sybase