Period
to 17 August 2019

The following table provides summary statistics for contract job vacancies advertised in 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 17 August 2019 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
England > London
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 268 252 264
Rank change year-on-year -16 +12 +48
Contract jobs citing Apache Hive 377 489 423
As % of all contract IT jobs advertised in London 0.94% 1.07% 0.99%
As % of the Database & Business Intelligence category 3.84% 4.21% 4.08%
Number of daily rates quoted 292 380 306
London median daily rate £575 £550 £525
Median daily rate % change year-on-year +4.55% +4.76% -2.33%
10th Percentile £500 £450 £400
90th Percentile £700 £719 £681
England median daily rate £550 £550 £505
% change year-on-year - +8.91% -6.05%
Number of hourly rates quoted 2 1 0
London median hourly rate £35.00 £15.50 -
Median hourly rate % change year-on-year +125.81% - -
England median hourly rate £35.00 £31.50 £35.00
% change year-on-year +11.11% -10.00% -

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 9,811 11,607 10,377
As % of all contract IT jobs advertised in London 24.52% 25.30% 24.29%
Number of daily rates quoted 7,144 8,649 7,543
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £358 £338
90th Percentile £688 £675 £650
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 63 68 54
London median hourly rate £35.00 £27.33 £28.39
Median hourly rate % change year-on-year +28.06% -3.73% +3.24%
10th Percentile £15.73 £19.50 £18.96
90th Percentile £56.30 £47.40 £58.75
England median hourly rate £35.00 £30.00 £30.00
% change year-on-year +16.67% - +5.26%

Apache Hive
Job Vacancy Trend in London

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

Job vacancy trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Hive in London over the 6 months to 17 August 2019.

Contractor daily rate histogram for Apache Hive in London

Apache Hive
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache Hive in London.

Contractor hourly rate trend for Apache Hive in London

Apache Hive
Contract Job Locations in 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 London region over the 6 months to 17 August 2019. 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
Central London +22 142 £550 +0.05% 18
East London -4 9 £550 +10.00% 3
South London +11 3 - -
West London +15 2 £613 +4.26% 6
North London - 1 £550 -
Apache Hive
England

For the 6 months to 17 August 2019, 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 London region with a requirement for Apache Hive.

1 318 (84.35%) Hadoop
2 309 (81.96%) Apache Spark
3 272 (72.15%) Big Data
4 206 (54.64%) Python
5 181 (48.01%) SQL
6 175 (46.42%) Kafka
7 124 (32.89%) Analytics
8 118 (31.30%) Data Science
9 116 (30.77%) Agile Software Development
10 113 (29.97%) Scala
11 111 (29.44%) Java
12 106 (28.12%) Finance
13 100 (26.53%) Amazon AWS
14 99 (26.26%) Data Modelling
15 92 (24.40%) Impala
16 90 (23.87%) Data Warehouse
17 89 (23.61%) Machine Learning
18 86 (22.81%) ETL
19 84 (22.28%) HBase
20 71 (18.83%) Cloudera
20 71 (18.83%) Google Cloud Platform
21 68 (18.04%) HDFS
22 65 (17.24%) Google
23 59 (15.65%) DevOps
24 56 (14.85%) Data Lake
25 53 (14.06%) Oracle
26 51 (13.53%) Banking
27 50 (13.26%) Oozie
28 49 (13.00%) Hadoop YARN
29 46 (12.20%) Docker

Apache Hive
Co-occurring IT Skills in 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
1 309 (81.96%) Apache Spark
2 29 (7.69%) Apache
2 29 (7.69%) Elasticsearch
3 18 (4.77%) SAS
4 15 (3.98%) Apache Pig
4 15 (3.98%) Apache Solr
5 12 (3.18%) Apache Airflow
6 5 (1.33%) Confluence
6 5 (1.33%) Jupyter
7 2 (0.53%) Jetty
7 2 (0.53%) nginx
7 2 (0.53%) Tomcat
Applications
1 22 (5.84%) Microsoft Excel
2 7 (1.86%) SPSS
2 7 (1.86%) Stata
3 3 (0.80%) Microsoft Office
3 3 (0.80%) Microsoft PowerPoint
4 2 (0.53%) MS Visio
Business Applications
1 1 (0.27%) Actimize
Cloud Services
1 100 (26.53%) Amazon AWS
2 71 (18.83%) Google Cloud Platform
3 35 (9.28%) Microsoft Azure
4 29 (7.69%) Amazon S3
5 28 (7.43%) Amazon EMR
6 25 (6.63%) Serverless
7 19 (5.04%) AWS Lambda
8 18 (4.77%) GitHub
9 14 (3.71%) Amazon SageMaker
10 12 (3.18%) Amazon Kinesis
11 10 (2.65%) AWS CloudFormation
12 9 (2.39%) Amazon EC2
12 9 (2.39%) Power Platform
13 6 (1.59%) Amazon SQS
14 5 (1.33%) Google Analytics
15 4 (1.06%) Cloud Computing
15 4 (1.06%) SaaS
15 4 (1.06%) Virtual Private Cloud
16 3 (0.80%) Datadog
16 3 (0.80%) PaaS
Communications & Networking
1 10 (2.65%) Internet
2 1 (0.27%) Broadband
2 1 (0.27%) Kerberos
Database & Business Intelligence
1 318 (84.35%) Hadoop
2 272 (72.15%) Big Data
3 92 (24.40%) Impala
4 90 (23.87%) Data Warehouse
5 84 (22.28%) HBase
6 56 (14.85%) Data Lake
7 41 (10.88%) SQL Server
8 40 (10.61%) Sqoop
9 38 (10.08%) MySQL
9 38 (10.08%) NoSQL
10 35 (9.28%) OLAP
11 31 (8.22%) Enterprise Data Warehouse
11 31 (8.22%) OLAP Cube
11 31 (8.22%) Star Schema
12 30 (7.96%) Data Mining
13 28 (7.43%) MongoDB
13 28 (7.43%) PostgreSQL
14 25 (6.63%) Apache Cassandra
15 23 (6.10%) Spark SQL
16 20 (5.31%) Relational Database
Development Applications
1 35 (9.28%) Jenkins
2 31 (8.22%) Git (software)
3 14 (3.71%) JIRA
4 8 (2.12%) Sonatype Nexus
5 5 (1.33%) Ant
5 5 (1.33%) Jasmine
5 5 (1.33%) JUnit
6 4 (1.06%) Artifactory
6 4 (1.06%) Maven
6 4 (1.06%) Subversion
7 3 (0.80%) GitLab
7 3 (0.80%) Karma Test Runner
7 3 (0.80%) Protractor
7 3 (0.80%) Selenium
8 2 (0.53%) Atlassian Bamboo
8 2 (0.53%) Eclipse
8 2 (0.53%) ERwin
8 2 (0.53%) FindBugs
8 2 (0.53%) IntelliJ
8 2 (0.53%) TeamCity
General
1 106 (28.12%) Finance
2 51 (13.53%) Banking
3 16 (4.24%) Retail
4 11 (2.92%) Legal
5 10 (2.65%) Investment Banking
6 9 (2.39%) Publishing
7 4 (1.06%) Aerospace
7 4 (1.06%) Marketing
7 4 (1.06%) Telecoms
8 3 (0.80%) Financial Institution
9 2 (0.53%) Law
9 2 (0.53%) Manufacturing
9 2 (0.53%) Retail Banking
10 1 (0.27%) Advertising
10 1 (0.27%) Front Office
10 1 (0.27%) Games
Job Titles
1 194 (51.46%) Data Engineer
2 76 (20.16%) Big Data Engineer
3 53 (14.06%) Developer
4 47 (12.47%) Hadoop Engineer
5 34 (9.02%) Data Scientist
6 30 (7.96%) Architect
7 25 (6.63%) Big Data Developer
7 25 (6.63%) Python Engineer
8 23 (6.10%) Cloud Engineer
9 20 (5.31%) Administrator
10 19 (5.04%) Hadoop Administrator
10 19 (5.04%) Senior Data Engineer
11 18 (4.77%) Data Architect
12 15 (3.98%) Python Developer
13 14 (3.71%) Analyst
14 11 (2.92%) Apache Spark Developer
14 11 (2.92%) DevOps Engineer
14 11 (2.92%) Java Developer
15 10 (2.65%) AWS Engineer
15 10 (2.65%) Big Data Manager
Libraries, Frameworks & Software Standards
1 175 (46.42%) Kafka
2 36 (9.55%) PySpark
3 35 (9.28%) Spark Streaming
4 24 (6.37%) Web Services
5 21 (5.57%) Apache NiFi
6 17 (4.51%) Spring
7 16 (4.24%) scikit-learn
8 15 (3.98%) Play Framework
9 14 (3.71%) MLlib
9 14 (3.71%) RESTful
9 14 (3.71%) TensorFlow
10 13 (3.45%) Natural Language Processing
11 12 (3.18%) Spring Boot
12 11 (2.92%) Elastic Stack
13 9 (2.39%) Pandas
13 9 (2.39%) React
14 8 (2.12%) D3.js
14 8 (2.12%) HTML
15 7 (1.86%) CSS
15 7 (1.86%) Java Concurrency
Miscellaneous
1 30 (7.96%) Algorithms
2 25 (6.63%) Data Structures
3 23 (6.10%) Analytical Skills
4 19 (5.04%) Greenfield Project
5 4 (1.06%) Data Protection Act
5 4 (1.06%) Self-Motivation
5 4 (1.06%) Social Media
6 3 (0.80%) Cloud Native
6 3 (0.80%) Enterprise Software
6 3 (0.80%) FMCG
6 3 (0.80%) Reference Data
7 2 (0.53%) Management Information System
7 2 (0.53%) Public Cloud
8 1 (0.27%) Enterprise Cloud
8 1 (0.27%) Linked Data
8 1 (0.27%) Mainframe
8 1 (0.27%) Mobile App
8 1 (0.27%) Mobile Banking
8 1 (0.27%) Virtual Team
8 1 (0.27%) Wiki
Operating Systems
1 42 (11.14%) Linux
2 40 (10.61%) Unix
3 5 (1.33%) Windows
4 2 (0.53%) Red Hat Enterprise Linux
4 2 (0.53%) Solaris
5 1 (0.27%) Android
5 1 (0.27%) Apple iOS
5 1 (0.27%) Mesosphere
Processes & Methodologies
1 124 (32.89%) Analytics
2 118 (31.30%) Data Science
3 116 (30.77%) Agile Software Development
4 99 (26.26%) Data Modelling
5 89 (23.61%) Machine Learning
6 86 (22.81%) ETL
7 59 (15.65%) DevOps
8 44 (11.67%) Data Engineering
8 44 (11.67%) SDLC
9 39 (10.34%) MapReduce
10 37 (9.81%) Scrum
10 37 (9.81%) Use Case
11 33 (8.75%) Migration
11 33 (8.75%) SQL Optimisation
12 30 (7.96%) Data Analysis
13 28 (7.43%) Microservices
14 27 (7.16%) Data Ingestion
15 26 (6.90%) Artificial Intelligence
16 25 (6.63%) Business Intelligence
17 24 (6.37%) Data Analytics
Programming Languages
1 206 (54.64%) Python
2 181 (48.01%) SQL
3 113 (29.97%) Scala
4 111 (29.44%) Java
5 33 (8.75%) R
6 15 (3.98%) MATLAB
7 14 (3.71%) Shell Script
8 13 (3.45%) JavaScript
9 11 (2.92%) C++
9 11 (2.92%) Perl
10 10 (2.65%) C
10 10 (2.65%) PHP
11 9 (2.39%) Bash Shell
11 9 (2.39%) Kotlin
12 8 (2.12%) Go
13 7 (1.86%) T-SQL
14 6 (1.59%) Clojure
14 6 (1.59%) Java 8
15 5 (1.33%) C#
16 4 (1.06%) PL/SQL
Qualifications
1 18 (4.77%) PMI Certification
1 18 (4.77%) PMP
2 12 (3.18%) Security Cleared
3 11 (2.92%) SC Cleared
4 7 (1.86%) Degree
5 5 (1.33%) PhD
6 4 (1.06%) Master's Degree
7 3 (0.80%) TOGAF Certification
8 2 (0.53%) Computer Science Degree
9 1 (0.27%) AWS Certification
9 1 (0.27%) CCA
9 1 (0.27%) DBS Check
9 1 (0.27%) DV Cleared
Quality Assurance & Compliance
1 38 (10.08%) Data Quality
2 2 (0.53%) GDPR
3 1 (0.27%) NCSC
System Software
1 68 (18.04%) HDFS
2 46 (12.20%) Docker
3 39 (10.34%) Apache Flume
4 2 (0.53%) Apache ZooKeeper
5 1 (0.27%) Active Directory
Systems Management
1 50 (13.26%) Oozie
2 49 (13.00%) Hadoop YARN
3 41 (10.88%) Kubernetes
4 24 (6.37%) Ansible
5 9 (2.39%) Kibana
6 6 (1.59%) logstash
7 5 (1.33%) Marathon
7 5 (1.33%) Mesos
7 5 (1.33%) Terraform
8 4 (1.06%) Ambari
9 1 (0.27%) Apache Slider
9 1 (0.27%) Control-M
9 1 (0.27%) Opscode Chef
9 1 (0.27%) Puppet
Vendors
1 71 (18.83%) Cloudera
2 65 (17.24%) Google
3 53 (14.06%) Oracle
4 28 (7.43%) Hortonworks
5 24 (6.37%) Informatica
6 23 (6.10%) Tableau
6 23 (6.10%) Talend
7 13 (3.45%) Microsoft
8 12 (3.18%) Databricks
9 10 (2.65%) Teradata
10 9 (2.39%) Vertica
11 8 (2.12%) MapR
12 3 (0.80%) Ab Initio
12 3 (0.80%) Sybase
13 2 (0.53%) Datameer
13 2 (0.53%) IBM
13 2 (0.53%) MicroStrategy
13 2 (0.53%) Netezza
14 1 (0.27%) SmartCo
14 1 (0.27%) Solace