Period
to 25 September 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 25 September 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
25 Sep 2018
Same period 2017 Same period 2016
Rank 144 156 198
Rank change year-on-year +12 +42 +39
Contract jobs citing Apache Hive 104 88 45
As % of all contract IT jobs advertised in the City of London 1.49% 1.30% 0.68%
As % of the Database & Business Intelligence category 5.77% 5.15% 2.74%
Number of daily rates quoted 99 80 36
City of London median daily rate £575 £575 £538
Median daily rate % change year-on-year - +6.98% +2.38%
10th Percentile £505 £413 £450
90th Percentile £705 £738 £675
Central London median daily rate £550 £575 £538
% change year-on-year -4.35% +6.98% +2.38%
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 1,802 1,709 1,641
As % of all contract IT jobs advertised in the City of London 25.78% 25.23% 24.65%
Number of daily rates quoted 1,430 1,349 1,297
City of London median daily rate £525 £525 £463
Median daily rate % change year-on-year - +13.51% +0.54%
10th Percentile £370 £363 £325
90th Percentile £675 £675 £653
Central London median daily rate £525 £510 £450
% change year-on-year +2.94% +13.33% -
Number of hourly rates quoted 14 8 4
City of London median hourly rate £22.25 £25.99 £17.88
Median hourly rate % change year-on-year -14.40% +45.41% -47.04%
10th Percentile £19.50 £20.75 £16.13
90th Percentile £37.09 £33.25 £19.50
Central London median hourly rate £22.25 £25.99 £17.88
% change year-on-year -14.40% +45.41% -40.42%

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 25 September 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 25 September 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 - 24 £525 -
Apache Hive
Central London

For the 6 months to 25 September 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.

1 103 (99.04%) Hadoop
2 91 (87.50%) Big Data
3 64 (61.54%) Apache Spark
4 58 (55.77%) Kafka
5 53 (50.96%) Python
6 49 (47.12%) Java
7 39 (37.50%) SQL
8 37 (35.58%) Finance
9 34 (32.69%) HDFS
10 32 (30.77%) Amazon AWS
11 30 (28.85%) Hadoop YARN
12 29 (27.88%) Agile Software Development
13 28 (26.92%) ETL
14 27 (25.96%) Elasticsearch
15 25 (24.04%) Sqoop
16 24 (23.08%) Jenkins
17 23 (22.12%) Oozie
17 23 (22.12%) Scala
18 22 (21.15%) Analytics
18 22 (21.15%) Cloudera
18 22 (21.15%) Impala
18 22 (21.15%) Data Science
18 22 (21.15%) Java 8
19 21 (20.19%) Ansible
19 21 (20.19%) HBase
19 21 (20.19%) Machine Learning
20 20 (19.23%) Maven
21 19 (18.27%) Continuous Integration
21 19 (18.27%) SQL Server
21 19 (18.27%) 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 64 (61.54%) Apache Spark
2 27 (25.96%) Elasticsearch
3 11 (10.58%) Apache Pig
4 6 (5.77%) Apache
4 6 (5.77%) Apache Airflow
4 6 (5.77%) Apache Solr
5 4 (3.85%) Luigi
6 1 (0.96%) SAS
Applications
1 14 (13.46%) Microsoft Excel
1 14 (13.46%) MS Visio
2 1 (0.96%) Microsoft Office
2 1 (0.96%) Microsoft PowerPoint
Cloud Services
1 32 (30.77%) Amazon AWS
2 16 (15.38%) Amazon S3
3 14 (13.46%) Amazon EC2
4 13 (12.50%) Microsoft Azure
4 13 (12.50%) Virtual Private Cloud
5 9 (8.65%) Google Cloud Platform
6 5 (4.81%) GitHub
7 3 (2.88%) Amazon EMR
7 3 (2.88%) IBM Cloud
8 1 (0.96%) Amazon Kinesis
8 1 (0.96%) AWS Lambda
8 1 (0.96%) Azure Data Factory
8 1 (0.96%) Serverless
Communications & Networking
1 5 (4.81%) Kerberos
2 4 (3.85%) SSL
3 1 (0.96%) SNA
Database & Business Intelligence
1 103 (99.04%) Hadoop
2 91 (87.50%) Big Data
3 25 (24.04%) Sqoop
4 22 (21.15%) Impala
5 21 (20.19%) HBase
6 19 (18.27%) SQL Server
7 16 (15.38%) Data Warehouse
8 11 (10.58%) Apache Cassandra
9 10 (9.62%) MongoDB
9 10 (9.62%) OLAP
9 10 (9.62%) Star Schema
10 9 (8.65%) Enterprise Data Warehouse
10 9 (8.65%) NoSQL
10 9 (8.65%) OLAP Cube
11 7 (6.73%) PostgreSQL
12 6 (5.77%) Relational Database
13 4 (3.85%) Amazon Redshift
13 4 (3.85%) SQL Server Integration Services
14 3 (2.88%) Data Mining
14 3 (2.88%) Presto
Development Applications
1 24 (23.08%) Jenkins
2 20 (19.23%) Maven
3 7 (6.73%) Git (software)
4 3 (2.88%) JIRA
5 2 (1.92%) GitLab
5 2 (1.92%) Travis CI
6 1 (0.96%) Cucumber
6 1 (0.96%) Gerrit
6 1 (0.96%) JBehave
6 1 (0.96%) RStudio
6 1 (0.96%) Selenium
6 1 (0.96%) TestRail
General
1 37 (35.58%) Finance
2 6 (5.77%) Banking
3 4 (3.85%) Retail
4 3 (2.88%) Marketing
5 2 (1.92%) Front Office
5 2 (1.92%) Publishing
6 1 (0.96%) Advertising
6 1 (0.96%) Electronics
6 1 (0.96%) Investment Banking
6 1 (0.96%) Legal
Job Titles
1 40 (38.46%) Big Data Engineer
2 31 (29.81%) Hadoop Engineer
3 30 (28.85%) Data Engineer
4 20 (19.23%) Senior Hadoop Engineer
5 19 (18.27%) Elasticsearch Engineer
5 19 (18.27%) Java Engineer
5 19 (18.27%) Senior Java Engineer
6 17 (16.35%) Developer
7 13 (12.50%) Platform Engineer
8 11 (10.58%) Big Data Developer
9 10 (9.62%) Python Engineer
10 6 (5.77%) Apache Spark Developer
10 6 (5.77%) AWS Developer
10 6 (5.77%) Data Scientist
10 6 (5.77%) Engineering Manager
10 6 (5.77%) Senior Big Data Developer
10 6 (5.77%) Senior Developer
11 4 (3.85%) Consultant
11 4 (3.85%) Python Developer
12 3 (2.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 58 (55.77%) Kafka
2 19 (18.27%) AngularJS
3 8 (7.69%) Spark Streaming
4 6 (5.77%) NumPy
4 6 (5.77%) Pandas
4 6 (5.77%) RabbitMQ
5 3 (2.88%) Celery
5 3 (2.88%) Django
5 3 (2.88%) Flask
5 3 (2.88%) PySpark
5 3 (2.88%) scikit-learn
5 3 (2.88%) SciPy
6 2 (1.92%) Elastic Stack
6 2 (1.92%) JSON
6 2 (1.92%) OAuth
6 2 (1.92%) OAuth2
6 2 (1.92%) RESTful
6 2 (1.92%) Torch
7 1 (0.96%) Akka
7 1 (0.96%) HTML5
Miscellaneous
1 13 (12.50%) Wiki
2 10 (9.62%) Greenfield Project
3 5 (4.81%) Algorithms
4 4 (3.85%) Computer Science
5 2 (1.92%) Data Structures
6 1 (0.96%) Fintech
6 1 (0.96%) Hybrid Cloud
Operating Systems
1 17 (16.35%) Unix
2 13 (12.50%) Linux
2 13 (12.50%) Windows
3 4 (3.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 29 (27.88%) Agile Software Development
2 28 (26.92%) ETL
3 22 (21.15%) Analytics
3 22 (21.15%) Data Science
4 21 (20.19%) Machine Learning
5 19 (18.27%) Continuous Integration
6 18 (17.31%) Scrum
6 18 (17.31%) Test Automation
7 16 (15.38%) Data Modelling
8 15 (14.42%) Data Analysis
9 13 (12.50%) Build Automation
9 13 (12.50%) Data Extraction
10 12 (11.54%) MapReduce
11 11 (10.58%) DevOps
11 11 (10.58%) Software Engineering
12 9 (8.65%) SQL Optimisation
12 9 (8.65%) TDD
13 8 (7.69%) Microservices
13 8 (7.69%) Open Source
13 8 (7.69%) Software Delivery
Programming Languages
1 53 (50.96%) Python
2 49 (47.12%) Java
3 39 (37.50%) SQL
4 23 (22.12%) Scala
5 22 (21.15%) Java 8
6 15 (14.42%) Bash Shell
7 14 (13.46%) Shell Script
8 13 (12.50%) Korn
8 13 (12.50%) PowerShell
9 6 (5.77%) Clojure
10 5 (4.81%) R
11 4 (3.85%) T-SQL
12 3 (2.88%) JavaScript
12 3 (2.88%) Kotlin
12 3 (2.88%) PL/SQL
13 2 (1.92%) Julia
13 2 (1.92%) MATLAB
14 1 (0.96%) C#
14 1 (0.96%) C++
14 1 (0.96%) Ruby
Qualifications
1 3 (2.88%) PhD
2 1 (0.96%) Degree
2 1 (0.96%) Numerate Degree
Quality Assurance & Compliance
1 11 (10.58%) Data Quality
2 4 (3.85%) QA
3 1 (0.96%) GDPR
System Software
1 34 (32.69%) HDFS
2 10 (9.62%) Apache Flume
3 9 (8.65%) Docker
4 7 (6.73%) Apache ZooKeeper
5 4 (3.85%) Active Directory
Systems Management
1 30 (28.85%) Hadoop YARN
2 23 (22.12%) Oozie
3 21 (20.19%) Ansible
4 13 (12.50%) Opscode Chef
4 13 (12.50%) Puppet
5 7 (6.73%) Ambari
6 6 (5.77%) Kubernetes
7 4 (3.85%) Apache Slider
8 3 (2.88%) Kibana
9 2 (1.92%) logstash
9 2 (1.92%) Prometheus
10 1 (0.96%) Terraform
Vendors
1 22 (21.15%) Cloudera
2 16 (15.38%) Oracle
3 8 (7.69%) Google
4 7 (6.73%) Hortonworks
4 7 (6.73%) Tableau
5 4 (3.85%) IBM
6 3 (2.88%) Informatica
7 2 (1.92%) MapR
7 2 (1.92%) Splunk
8 1 (0.96%) Microsoft
8 1 (0.96%) Palantir
8 1 (0.96%) Talend
8 1 (0.96%) Teradata