Period
to 7 December 2019

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 7 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
Central London > City of London
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 171 167 150
Rank change year-on-year -4 -17 +31
Contract jobs citing Apache Hive 47 96 107
As % of all contract IT jobs advertised in the City of London 0.83% 1.35% 1.48%
As % of the Database & Business Intelligence category 3.40% 5.39% 6.03%
Number of daily rates quoted 41 87 96
City of London median daily rate £575 £550 £625
Median daily rate % change year-on-year +4.55% -12.00% +19.05%
10th Percentile £525 £513 £525
90th Percentile £713 £700 £738
Central London median daily rate £575 £550 £625
% change year-on-year +4.55% -12.00% +19.05%
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 1,384 1,781 1,774
As % of all contract IT jobs advertised in the City of London 24.52% 24.98% 24.61%
Number of daily rates quoted 1,093 1,426 1,452
City of London median daily rate £525 £525 £525
10th Percentile £388 £375 £363
90th Percentile £675 £675 £688
Central London median daily rate £523 £525 £525
% change year-on-year -0.48% - +10.53%
Number of hourly rates quoted 4 11 11
City of London median hourly rate £37.17 £35.00 £27.50
Median hourly rate % change year-on-year +6.19% +27.27% -38.89%
10th Percentile £21.19 £19.50 £20.75
90th Percentile £91.90 £42.19 £33.25
Central London median hourly rate £35.00 £35.00 £25.99
% change year-on-year - +34.65% -42.24%

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 7 December 2019.

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 7 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
London Bridge +16 2 £550 +2.33%
Moorgate - 2 £575 -
Apache Hive
Central London

For the 6 months to 7 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 City of London region with a requirement for Apache Hive.

1 40 (85.11%) Hadoop
1 40 (85.11%) Apache Spark
2 28 (59.57%) Python
3 27 (57.45%) Kafka
4 26 (55.32%) Big Data
5 25 (53.19%) Agile Software Development
6 23 (48.94%) Java
7 22 (46.81%) SQL
7 22 (46.81%) AWS
8 17 (36.17%) Kubernetes
8 17 (36.17%) ETL
9 16 (34.04%) Docker
10 15 (31.91%) Scala
11 14 (29.79%) Finance
11 14 (29.79%) Microservices
12 13 (27.66%) Spark Streaming
12 13 (27.66%) Data Science
12 13 (27.66%) Data Modelling
13 11 (23.40%) Impala
14 10 (21.28%) Hadoop YARN
14 10 (21.28%) Spark SQL
14 10 (21.28%) Amazon S3
14 10 (21.28%) HDFS
14 10 (21.28%) DevOps
15 9 (19.15%) Cloudera
15 9 (19.15%) Analytics
15 9 (19.15%) HBase
15 9 (19.15%) PySpark
16 8 (17.02%) Serverless
16 8 (17.02%) Flink

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 40 (85.11%) Apache Spark
2 5 (10.64%) Apache
3 3 (6.38%) Jupyter
4 2 (4.26%) Apache Airflow
4 2 (4.26%) Confluence
4 2 (4.26%) Elasticsearch
Applications
1 1 (2.13%) Microsoft Excel
Cloud Services
1 22 (46.81%) AWS
2 10 (21.28%) Amazon S3
3 8 (17.02%) Amazon EMR
3 8 (17.02%) AWS Lambda
3 8 (17.02%) Serverless
4 5 (10.64%) GCP
5 4 (8.51%) Amazon Kinesis
5 4 (8.51%) AWS CloudFormation
5 4 (8.51%) GitHub
6 2 (4.26%) Amazon CloudWatch
6 2 (4.26%) Amazon EC2
6 2 (4.26%) Amazon SageMaker
6 2 (4.26%) AWS CloudTrail
6 2 (4.26%) AWS Step Functions
6 2 (4.26%) Cloud Computing
6 2 (4.26%) Virtual Private Cloud
7 1 (2.13%) Azure
7 1 (2.13%) Power Platform
Communications & Networking
1 1 (2.13%) Broadband
1 1 (2.13%) Internet
1 1 (2.13%) PuTTY
Database & Business Intelligence
1 40 (85.11%) Hadoop
2 26 (55.32%) Big Data
3 11 (23.40%) Impala
4 10 (21.28%) Spark SQL
5 9 (19.15%) HBase
6 8 (17.02%) Data Warehouse
6 8 (17.02%) Flink
6 8 (17.02%) Presto
7 7 (14.89%) MySQL
8 6 (12.77%) Sqoop
9 5 (10.64%) Data Lake
10 3 (6.38%) Amazon Athena
10 3 (6.38%) NoSQL
10 3 (6.38%) Parquet
10 3 (6.38%) PostgreSQL
10 3 (6.38%) SQL Server
11 2 (4.26%) MongoDB
11 2 (4.26%) OLAP
11 2 (4.26%) Snowflake Schema
11 2 (4.26%) Star Schema
Development Applications
1 6 (12.77%) Git (software)
2 5 (10.64%) JIRA
3 4 (8.51%) Jenkins
4 2 (4.26%) Atlassian Bamboo
General
1 14 (29.79%) Finance
2 6 (12.77%) Banking
3 2 (4.26%) Publishing
3 2 (4.26%) Retail
Job Titles
1 20 (42.55%) Data Engineer
2 12 (25.53%) Developer
3 8 (17.02%) Java Engineer
4 5 (10.64%) Architect
4 5 (10.64%) Hadoop Engineer
4 5 (10.64%) Python Developer
5 4 (8.51%) Python Engineer
6 3 (6.38%) Big Data Developer
6 3 (6.38%) Big Data Engineer
6 3 (6.38%) Data Architect
6 3 (6.38%) Kubernetes Engineer
7 2 (4.26%) AWS Developer
7 2 (4.26%) AWS Engineer
7 2 (4.26%) Cloud Architect
7 2 (4.26%) Head of Engineering
7 2 (4.26%) Scala Developer
7 2 (4.26%) Systems Architect
8 1 (2.13%) Data Analyst
8 1 (2.13%) MicroStrategy Expert
8 1 (2.13%) PHP Developer
Libraries, Frameworks & Software Standards
1 27 (57.45%) Kafka
2 13 (27.66%) Spark Streaming
3 9 (19.15%) PySpark
4 8 (17.02%) Spring
5 7 (14.89%) Java Concurrency
5 7 (14.89%) Lambda Expressions
6 3 (6.38%) RESTful
6 3 (6.38%) XML
7 2 (4.26%) Elastic Stack
7 2 (4.26%) JSON
7 2 (4.26%) MLlib
7 2 (4.26%) Play Framework
7 2 (4.26%) scikit-learn
7 2 (4.26%) Web Services
8 1 (2.13%) Node.js
8 1 (2.13%) React
8 1 (2.13%) React Native
8 1 (2.13%) Symfony
8 1 (2.13%) WebSockets
Miscellaneous
1 6 (12.77%) Algorithms
2 5 (10.64%) Data Structures
3 2 (4.26%) Analytical Skills
3 2 (4.26%) Cloud Native
4 1 (2.13%) Credit Risk
Operating Systems
1 6 (12.77%) Unix
2 4 (8.51%) Linux
Processes & Methodologies
1 25 (53.19%) Agile Software Development
2 17 (36.17%) ETL
3 14 (29.79%) Microservices
4 13 (27.66%) Data Modelling
4 13 (27.66%) Data Science
5 10 (21.28%) DevOps
6 9 (19.15%) Analytics
7 8 (17.02%) Data Engineering
8 7 (14.89%) Fintech
8 7 (14.89%) Machine Learning
8 7 (14.89%) Pair Programming
9 5 (10.64%) Business Intelligence
9 5 (10.64%) Data Management
10 4 (8.51%) Asset Management
10 4 (8.51%) Computer Vision
10 4 (8.51%) Data Ingestion
10 4 (8.51%) ETL Development
10 4 (8.51%) Scrum
10 4 (8.51%) TDD
11 3 (6.38%) SDLC
Programming Languages
1 28 (59.57%) Python
2 23 (48.94%) Java
3 22 (46.81%) SQL
4 15 (31.91%) Scala
5 2 (4.26%) Clojure
5 2 (4.26%) Kotlin
6 1 (2.13%) Go
6 1 (2.13%) HiveQL
6 1 (2.13%) PHP
6 1 (2.13%) PHP 7
6 1 (2.13%) R
6 1 (2.13%) Shell Script
Qualifications
1 1 (2.13%) CCA
1 1 (2.13%) SC Cleared
1 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 3 (6.38%) Data Quality
2 2 (4.26%) QA
System Software
1 16 (34.04%) Docker
2 10 (21.28%) HDFS
3 1 (2.13%) Apache ZooKeeper
Systems Management
1 17 (36.17%) Kubernetes
2 10 (21.28%) Hadoop YARN
3 4 (8.51%) Ansible
3 4 (8.51%) Oozie
Vendors
1 9 (19.15%) Cloudera
2 5 (10.64%) Google
3 4 (8.51%) Tableau
4 3 (6.38%) Hortonworks
4 3 (6.38%) Oracle
4 3 (6.38%) Teradata
5 2 (4.26%) Informatica
5 2 (4.26%) Talend
6 1 (2.13%) Ab Initio
6 1 (2.13%) Foundry
6 1 (2.13%) Microsoft
6 1 (2.13%) MicroStrategy
6 1 (2.13%) Palantir