Period
to 12 December 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 12 December 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
12 Dec 2019
Same period 2018 Same period 2017
Rank 346 270 281
Rank change year-on-year -76 +11 -40
Contract jobs citing Apache Hive 192 472 429
As % of all contract IT jobs advertised in London 0.56% 1.00% 0.90%
As % of the Database & Business Intelligence category 2.37% 4.13% 3.80%
Number of daily rates quoted 143 348 314
London median daily rate £600 £568 £553
Median daily rate % change year-on-year +5.73% +2.71% +0.45%
10th Percentile £463 £468 £406
90th Percentile £725 £733 £721
England median daily rate £550 £550 £550
Number of hourly rates quoted 1 3 1
London median hourly rate £52.50 £45.00 £82.50
Median hourly rate % change year-on-year +16.67% -45.45% -
10th Percentile £51.25 £42.50 £73.75
90th Percentile £53.75 £55.50 £91.25
England median hourly rate £52.50 £45.00 £45.00
% change year-on-year +16.67% - -

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 8,097 11,433 11,301
As % of all contract IT jobs advertised in London 23.80% 24.30% 23.76%
Number of daily rates quoted 5,820 8,539 8,425
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £363 £350
90th Percentile £700 £675 £663
England median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 59 49 64
London median hourly rate £35.00 £27.50 £27.33
Median hourly rate % change year-on-year +27.27% +0.62% -8.53%
10th Percentile £15.58 £18.65 £18.08
90th Percentile £59.90 £49.50 £58.75
England median hourly rate £31.75 £33.75 £32.00
% change year-on-year -5.93% +5.47% +16.36%

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 12 December 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 12 December 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 -8 49 £575 +4.55% 20
West London +19 5 £550 - 4
East London +17 3 £530 +0.95% 2
South London +13 2 - -
Apache Hive
England

For the 6 months to 12 December 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.

1 157 (81.77%) Hadoop
2 153 (79.69%) Apache Spark
3 124 (64.58%) Big Data
3 124 (64.58%) Python
4 99 (51.56%) SQL
5 85 (44.27%) Kafka
6 83 (43.23%) Java
7 82 (42.71%) Scala
8 78 (40.63%) Agile Software Development
9 71 (36.98%) ETL
10 66 (34.38%) AWS
11 52 (27.08%) Impala
12 50 (26.04%) HDFS
12 50 (26.04%) Finance
13 49 (25.52%) Analytics
14 42 (21.88%) Data Science
15 41 (21.35%) DevOps
16 39 (20.31%) HBase
17 37 (19.27%) Docker
18 35 (18.23%) Kubernetes
18 35 (18.23%) Azure
19 33 (17.19%) Oracle
19 33 (17.19%) Hadoop YARN
20 32 (16.67%) GCP
20 32 (16.67%) Spark SQL
20 32 (16.67%) Data Warehouse
21 31 (16.15%) Machine Learning
22 30 (15.63%) Cloudera
22 30 (15.63%) Google
23 29 (15.10%) Data Modelling

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
1 153 (79.69%) Apache Spark
2 15 (7.81%) Apache
3 12 (6.25%) Jupyter
4 10 (5.21%) Apache Airflow
4 10 (5.21%) SAS
5 8 (4.17%) Elasticsearch
6 5 (2.60%) Apache Solr
7 4 (2.08%) Confluence
8 3 (1.56%) Apache Pig
9 1 (0.52%) Luigi
9 1 (0.52%) OpenStack
Applications
1 11 (5.73%) Microsoft Excel
2 4 (2.08%) SPSS
2 4 (2.08%) Stata
Business Applications
1 2 (1.04%) Adobe Campaign
2 1 (0.52%) Actimize
2 1 (0.52%) FINCAD Analytics
Cloud Services
1 66 (34.38%) AWS
2 35 (18.23%) Azure
3 32 (16.67%) GCP
4 26 (13.54%) Amazon Kinesis
5 22 (11.46%) Amazon EMR
6 21 (10.94%) Amazon S3
7 20 (10.42%) Serverless
8 17 (8.85%) AWS Lambda
9 13 (6.77%) GitHub
10 10 (5.21%) Power Platform
11 9 (4.69%) AWS CloudFormation
12 7 (3.65%) Amazon EC2
12 7 (3.65%) Virtual Private Cloud
13 3 (1.56%) Cloud Computing
14 2 (1.04%) Amazon CloudWatch
14 2 (1.04%) Amazon EKS
14 2 (1.04%) AWS CloudTrail
14 2 (1.04%) AWS Step Functions
15 1 (0.52%) Amazon SageMaker
15 1 (0.52%) AWS IoT
Communications & Networking
1 5 (2.60%) Internet
2 3 (1.56%) PuTTY
3 1 (0.52%) Broadband
3 1 (0.52%) Kerberos
3 1 (0.52%) SSL
3 1 (0.52%) VPN
Database & Business Intelligence
1 157 (81.77%) Hadoop
2 124 (64.58%) Big Data
3 52 (27.08%) Impala
4 39 (20.31%) HBase
5 32 (16.67%) Data Warehouse
5 32 (16.67%) Spark SQL
6 28 (14.58%) MySQL
7 27 (14.06%) Data Lake
8 25 (13.02%) MongoDB
8 25 (13.02%) NoSQL
9 23 (11.98%) Flink
10 22 (11.46%) PostgreSQL
11 20 (10.42%) Sqoop
12 18 (9.38%) SQL Server
13 13 (6.77%) Apache Cassandra
13 13 (6.77%) Presto
13 13 (6.77%) Relational Database
14 12 (6.25%) Amazon Redshift
15 11 (5.73%) Data Mining
16 10 (5.21%) Power BI
Development Applications
1 15 (7.81%) Git (software)
2 14 (7.29%) Jenkins
2 14 (7.29%) JIRA
3 3 (1.56%) Ant
3 3 (1.56%) Bitbucket Server
3 3 (1.56%) kappa
3 3 (1.56%) Selenium
4 2 (1.04%) Atlassian Bamboo
4 2 (1.04%) HP UFT
4 2 (1.04%) Team Foundation Server
5 1 (0.52%) Bitbucket
5 1 (0.52%) ER Studio
5 1 (0.52%) FishEye
5 1 (0.52%) Jasmine
5 1 (0.52%) JUnit
5 1 (0.52%) Karma Test Runner
5 1 (0.52%) Protractor
5 1 (0.52%) RStudio
5 1 (0.52%) Sonatype Nexus
General
1 50 (26.04%) Finance
2 26 (13.54%) Banking
3 9 (4.69%) Investment Banking
4 8 (4.17%) Front Office
4 8 (4.17%) Retail
5 5 (2.60%) Publishing
5 5 (2.60%) Telecoms
6 3 (1.56%) Games
6 3 (1.56%) Legal
7 2 (1.04%) Advertising
7 2 (1.04%) Marketing
8 1 (0.52%) Pharmaceutical
8 1 (0.52%) Retail Banking
Job Titles
1 66 (34.38%) Data Engineer
2 47 (24.48%) Developer
3 33 (17.19%) Architect
4 31 (16.15%) Big Data Engineer
5 24 (12.50%) Data Architect
5 24 (12.50%) Python Developer
6 13 (6.77%) Big Data Architect
6 13 (6.77%) Big Data Developer
6 13 (6.77%) Data Scientist
7 11 (5.73%) Hadoop Architect
8 10 (5.21%) Java Engineer
9 9 (4.69%) Python Engineer
10 8 (4.17%) Kubernetes Engineer
10 8 (4.17%) Solutions Architect
11 7 (3.65%) Administrator
12 6 (3.13%) Hadoop Engineer
13 5 (2.60%) Hadoop Developer
13 5 (2.60%) Scala Developer
14 4 (2.08%) AWS Engineer
14 4 (2.08%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 85 (44.27%) Kafka
2 24 (12.50%) PySpark
3 23 (11.98%) Spark Streaming
4 17 (8.85%) Spring
5 13 (6.77%) Pandas
6 11 (5.73%) Natural Language Processing
7 10 (5.21%) Java Concurrency
7 10 (5.21%) Lambda Expressions
8 9 (4.69%) Web Services
9 8 (4.17%) XML
10 7 (3.65%) React
10 7 (3.65%) Spring Boot
11 6 (3.13%) Apache NiFi
11 6 (3.13%) Flask
11 6 (3.13%) HTML
11 6 (3.13%) RabbitMQ
12 5 (2.60%) AngularJS
12 5 (2.60%) RESTful
13 4 (2.08%) scikit-learn
13 4 (2.08%) TensorFlow
Miscellaneous
1 21 (10.94%) Algorithms
2 18 (9.38%) Analytical Skills
3 10 (5.21%) Greenfield Project
4 7 (3.65%) Data Structures
5 3 (1.56%) Credit Risk
5 3 (1.56%) Reference Data
5 3 (1.56%) Virtual Team
6 2 (1.04%) Cloud Native
6 2 (1.04%) Public Cloud
6 2 (1.04%) Self-Motivation
6 2 (1.04%) Social Media
7 1 (0.52%) Derivative
7 1 (0.52%) Fixed Income
7 1 (0.52%) Hedge funds
7 1 (0.52%) Semantic Web
7 1 (0.52%) Smart Energy
7 1 (0.52%) Taxonomies
Operating Systems
1 22 (11.46%) Linux
1 22 (11.46%) Unix
2 7 (3.65%) Windows
3 6 (3.13%) Ubuntu
4 1 (0.52%) Android
4 1 (0.52%) Apple iOS
Processes & Methodologies
1 78 (40.63%) Agile Software Development
2 71 (36.98%) ETL
3 49 (25.52%) Analytics
4 42 (21.88%) Data Science
5 41 (21.35%) DevOps
6 31 (16.15%) Machine Learning
7 29 (15.10%) Data Engineering
7 29 (15.10%) Data Modelling
8 24 (12.50%) SDLC
9 23 (11.98%) Business Intelligence
9 23 (11.98%) Microservices
9 23 (11.98%) Migration
9 23 (11.98%) Visualisation
10 19 (9.90%) Problem-Solving
11 18 (9.38%) Data Visualisation
12 17 (8.85%) Fintech
12 17 (8.85%) Scrum
13 15 (7.81%) Use Case
14 14 (7.29%) Data Analysis
14 14 (7.29%) Data Management
Programming Languages
1 124 (64.58%) Python
2 99 (51.56%) SQL
3 83 (43.23%) Java
4 82 (42.71%) Scala
5 26 (13.54%) R
6 14 (7.29%) Go
7 10 (5.21%) JavaScript
7 10 (5.21%) Kotlin
8 7 (3.65%) MATLAB
8 7 (3.65%) Perl
8 7 (3.65%) PHP
9 6 (3.13%) C
9 6 (3.13%) C#
9 6 (3.13%) C++
9 6 (3.13%) HiveQL
10 4 (2.08%) PL/SQL
10 4 (2.08%) Shell Script
10 4 (2.08%) T-SQL
11 3 (1.56%) Clojure
12 2 (1.04%) SPARQL
Qualifications
1 4 (2.08%) PMI Certification
1 4 (2.08%) PMP
1 4 (2.08%) Security Cleared
2 3 (1.56%) SC Cleared
3 2 (1.04%) PhD
4 1 (0.52%) CCA
4 1 (0.52%) Computer Science Degree
4 1 (0.52%) DBS Check
4 1 (0.52%) Degree
4 1 (0.52%) DV Cleared
4 1 (0.52%) Microsoft Certification
4 1 (0.52%) TOGAF Certification
Quality Assurance & Compliance
1 11 (5.73%) Data Quality
2 5 (2.60%) QA
System Software
1 50 (26.04%) HDFS
2 37 (19.27%) Docker
3 6 (3.13%) Apache Flume
4 3 (1.56%) Apache ZooKeeper
Systems Management
1 35 (18.23%) Kubernetes
2 33 (17.19%) Hadoop YARN
3 11 (5.73%) Ansible
4 8 (4.17%) Oozie
5 2 (1.04%) Kibana
6 1 (0.52%) Ambari
6 1 (0.52%) Apache Slider
6 1 (0.52%) logstash
6 1 (0.52%) Marathon
6 1 (0.52%) Mesos
6 1 (0.52%) Opscode Chef
6 1 (0.52%) Puppet
Vendors
1 33 (17.19%) Oracle
2 30 (15.63%) Cloudera
2 30 (15.63%) Google
3 22 (11.46%) Tableau
4 17 (8.85%) Microsoft
4 17 (8.85%) Teradata
5 15 (7.81%) Hortonworks
6 9 (4.69%) Databricks
7 8 (4.17%) Talend
8 7 (3.65%) Foundry
8 7 (3.65%) Informatica
8 7 (3.65%) Palantir
9 5 (2.60%) Ab Initio
9 5 (2.60%) Vertica
10 3 (1.56%) MicroStrategy
11 2 (1.04%) Adobe
11 2 (1.04%) Atlassian
11 2 (1.04%) MapR
11 2 (1.04%) Sybase
12 1 (0.52%) Facebook