Period
to 20 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 155 169 189
Rank change year-on-year +14 +20 +73
Contract jobs citing Apache Hive 101 60 56
As % of all contract IT jobs advertised in the City of London 1.42% 0.93% 0.82%
As % of the Database & Business Intelligence category 5.57% 3.62% 3.22%
Number of daily rates quoted 92 52 52
City of London median daily rate £575 £519 £525
Median daily rate % change year-on-year +10.84% -1.19% -8.70%
10th Percentile £500 £410 £388
90th Percentile £738 £738 £638
Central London median daily rate £556 £525 £525
% change year-on-year +5.95% - -8.30%
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 1,813 1,657 1,738
As % of all contract IT jobs advertised in the City of London 25.52% 25.71% 25.37%
Number of daily rates quoted 1,459 1,294 1,384
City of London median daily rate £525 £513 £475
Median daily rate % change year-on-year +2.44% +7.89% +5.56%
10th Percentile £363 £350 £313
90th Percentile £688 £675 £638
Central London median daily rate £525 £500 £470
% change year-on-year +5.00% +6.50% +4.33%
Number of hourly rates quoted 14 6 8
City of London median hourly rate £21.75 £21.92 £19.00
Median hourly rate % change year-on-year -0.76% +15.36% -24.00%
10th Percentile £17.96 £20.75 £15.83
90th Percentile £33.00 £27.74 £26.72
Central London median hourly rate £22.00 £21.92 £19.00
% change year-on-year +0.38% +15.36% -21.58%

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 July 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 20 July 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 - 13 £525 -
Apache Hive
Central London

For the 6 months to 20 July 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.

1 100 (99.01%) Hadoop
2 88 (87.13%) Big Data
3 65 (64.36%) Apache Spark
4 56 (55.45%) Python
5 54 (53.47%) Java
6 47 (46.53%) Kafka
7 46 (45.54%) HDFS
8 39 (38.61%) Amazon AWS
8 39 (38.61%) ETL
9 37 (36.63%) SQL
9 37 (36.63%) Finance
10 30 (29.70%) Scala
11 28 (27.72%) Hadoop YARN
12 27 (26.73%) Agile Software Development
13 26 (25.74%) Java 8
13 26 (25.74%) Analytics
14 25 (24.75%) Elasticsearch
15 24 (23.76%) HBase
16 23 (22.77%) Cloudera
17 21 (20.79%) Maven
17 21 (20.79%) Sqoop
18 20 (19.80%) Impala
18 20 (19.80%) Linux
19 19 (18.81%) AngularJS
19 19 (18.81%) Apache Cassandra
20 18 (17.82%) Apache Pig
21 17 (16.83%) Jenkins
21 17 (16.83%) Continuous Integration
22 16 (15.84%) Scrum
22 16 (15.84%) SQL Server

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 65 (64.36%) Apache Spark
2 25 (24.75%) Elasticsearch
3 18 (17.82%) Apache Pig
4 12 (11.88%) Apache
5 11 (10.89%) Apache Solr
6 4 (3.96%) Apache Airflow
7 2 (1.98%) Luigi
8 1 (0.99%) SAS
8 1 (0.99%) Tomcat
Applications
1 12 (11.88%) Microsoft Excel
1 12 (11.88%) MS Visio
2 1 (0.99%) Microsoft Office
2 1 (0.99%) Microsoft PowerPoint
Cloud Services
1 39 (38.61%) Amazon AWS
2 15 (14.85%) Microsoft Azure
3 14 (13.86%) Amazon S3
4 11 (10.89%) Amazon EC2
4 11 (10.89%) Virtual Private Cloud
5 8 (7.92%) Google Cloud Platform
6 3 (2.97%) Amazon EMR
7 2 (1.98%) Amazon Kinesis
8 1 (0.99%) Azure Data Factory
8 1 (0.99%) GitHub
8 1 (0.99%) Yarn
Communications & Networking
1 10 (9.90%) Kerberos
2 7 (6.93%) SSL
3 1 (0.99%) SNA
Database & Business Intelligence
1 100 (99.01%) Hadoop
2 88 (87.13%) Big Data
3 24 (23.76%) HBase
4 21 (20.79%) Sqoop
5 20 (19.80%) Impala
6 19 (18.81%) Apache Cassandra
7 16 (15.84%) SQL Server
8 14 (13.86%) NoSQL
9 13 (12.87%) MongoDB
10 11 (10.89%) Amazon Redshift
11 10 (9.90%) Data Warehouse
12 7 (6.93%) Relational Database
13 5 (4.95%) PostgreSQL
14 4 (3.96%) RDBMS
14 4 (3.96%) SQL Server Integration Services
15 3 (2.97%) Data Lake
15 3 (2.97%) SQL Server 2014
16 2 (1.98%) Power BI
16 2 (1.98%) Spark SQL
16 2 (1.98%) SQL Server 2012
Development Applications
1 21 (20.79%) Maven
2 17 (16.83%) Jenkins
3 7 (6.93%) Git (software)
4 3 (2.97%) GitLab
5 2 (1.98%) JUnit
5 2 (1.98%) TeamCity
5 2 (1.98%) Travis CI
6 1 (0.99%) JIRA
6 1 (0.99%) RStudio
General
1 37 (36.63%) Finance
2 10 (9.90%) Banking
3 5 (4.95%) Investment Banking
3 5 (4.95%) Retail
4 3 (2.97%) Marketing
5 1 (0.99%) Publishing
Job Titles
1 41 (40.59%) Big Data Engineer
2 27 (26.73%) Data Engineer
3 25 (24.75%) Hadoop Engineer
4 23 (22.77%) Developer
5 20 (19.80%) Senior Hadoop Engineer
6 19 (18.81%) Elasticsearch Engineer
6 19 (18.81%) Java Engineer
6 19 (18.81%) Senior Java Engineer
7 15 (14.85%) Big Data Developer
8 13 (12.87%) Python Engineer
9 11 (10.89%) Platform Engineer
10 8 (7.92%) Consultant
11 6 (5.94%) AWS Developer
11 6 (5.94%) AWS Engineer
11 6 (5.94%) Principal Consultant
12 5 (4.95%) Apache Spark Developer
12 5 (4.95%) Senior Big Data Developer
12 5 (4.95%) Senior Developer
13 4 (3.96%) Data Scientist
13 4 (3.96%) Scala Developer
Libraries, Frameworks & Software Standards
1 47 (46.53%) Kafka
2 19 (18.81%) AngularJS
3 6 (5.94%) RabbitMQ
4 5 (4.95%) Akka
5 4 (3.96%) scikit-learn
5 4 (3.96%) Spark Streaming
6 2 (1.98%) Celery
6 2 (1.98%) Django
6 2 (1.98%) Flask
6 2 (1.98%) HTML
6 2 (1.98%) HTML5
6 2 (1.98%) J2EE
6 2 (1.98%) Keras
6 2 (1.98%) Lucene
6 2 (1.98%) MLlib
6 2 (1.98%) NumPy
6 2 (1.98%) Pandas
6 2 (1.98%) SciPy
6 2 (1.98%) TensorFlow
6 2 (1.98%) Torch
Miscellaneous
1 11 (10.89%) Wiki
2 8 (7.92%) Algorithms
3 7 (6.93%) Greenfield Project
4 3 (2.97%) Analytical Skills
5 2 (1.98%) Data Structures
6 1 (0.99%) Clustering
6 1 (0.99%) Computer Science
6 1 (0.99%) Fat Client
6 1 (0.99%) Fintech
6 1 (0.99%) Foreign Exchange (FX)
6 1 (0.99%) Hybrid Cloud
6 1 (0.99%) PKI
6 1 (0.99%) Public Cloud
6 1 (0.99%) Thin Client
Operating Systems
1 20 (19.80%) Linux
2 14 (13.86%) Unix
3 11 (10.89%) Windows
4 6 (5.94%) Red Hat Enterprise Linux
Processes & Methodologies
1 39 (38.61%) ETL
2 27 (26.73%) Agile Software Development
3 26 (25.74%) Analytics
4 17 (16.83%) Continuous Integration
5 16 (15.84%) Scrum
6 15 (14.85%) Test Automation
7 13 (12.87%) Data Analysis
7 13 (12.87%) Data Science
7 13 (12.87%) DevOps
8 12 (11.88%) Machine Learning
8 12 (11.88%) MapReduce
9 11 (10.89%) Build Automation
9 11 (10.89%) Data Extraction
10 8 (7.92%) Data Modelling
11 7 (6.93%) E-Commerce
11 7 (6.93%) Software Delivery
11 7 (6.93%) Software Engineering
11 7 (6.93%) TDD
12 6 (5.94%) Capacity Management
12 6 (5.94%) Open Source
Programming Languages
1 56 (55.45%) Python
2 54 (53.47%) Java
3 37 (36.63%) SQL
4 30 (29.70%) Scala
5 26 (25.74%) Java 8
6 14 (13.86%) Shell Script
7 13 (12.87%) Bash Shell
8 11 (10.89%) Korn
8 11 (10.89%) PowerShell
9 8 (7.92%) R
10 4 (3.96%) T-SQL
11 3 (2.97%) Clojure
11 3 (2.97%) PL/SQL
12 2 (1.98%) JavaScript
12 2 (1.98%) Julia
12 2 (1.98%) MATLAB
13 1 (0.99%) C#
13 1 (0.99%) ES6
13 1 (0.99%) HiveQL
13 1 (0.99%) TypeScript
Qualifications
1 1 (0.99%) Degree
1 1 (0.99%) MCSD
1 1 (0.99%) Microsoft Certification
1 1 (0.99%) Numerate Degree
Quality Assurance & Compliance
1 3 (2.97%) GCP
2 2 (1.98%) QA
3 1 (0.99%) Data Quality
3 1 (0.99%) GDPR
System Software
1 46 (45.54%) HDFS
2 13 (12.87%) Apache Flume
3 12 (11.88%) Apache ZooKeeper
4 10 (9.90%) Docker
5 7 (6.93%) Active Directory
Systems Management
1 28 (27.72%) Hadoop YARN
2 16 (15.84%) Ansible
2 16 (15.84%) Oozie
3 11 (10.89%) Opscode Chef
3 11 (10.89%) Puppet
4 7 (6.93%) Ambari
4 7 (6.93%) Apache Slider
5 3 (2.97%) Kubernetes
6 2 (1.98%) Kibana
6 2 (1.98%) Prometheus
6 2 (1.98%) Terraform
7 1 (0.99%) logstash
Vendors
1 23 (22.77%) Cloudera
2 14 (13.86%) Oracle
3 13 (12.87%) Hortonworks
4 7 (6.93%) Google
5 5 (4.95%) Tableau
6 4 (3.96%) MapR
6 4 (3.96%) Microsoft
6 4 (3.96%) Splunk
7 3 (2.97%) Informatica
8 2 (1.98%) Talend
9 1 (0.99%) FXall
9 1 (0.99%) IBM
9 1 (0.99%) Palantir
9 1 (0.99%) Reuters
9 1 (0.99%) Salesforce.com
9 1 (0.99%) Teradata