Period
to 21 September 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 21 September 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
21 Sep 2019
Same period 2018 Same period 2017
Rank 143 159 165
Rank change year-on-year +16 +6 +27
Contract jobs citing Apache Hive 93 105 87
As % of all contract IT jobs advertised in the City of London 1.50% 1.50% 1.28%
As % of the Database & Business Intelligence category 5.88% 5.81% 5.05%
Number of daily rates quoted 79 99 79
City of London median daily rate £570 £575 £575
Median daily rate % change year-on-year -0.87% - +8.24%
10th Percentile £525 £505 £413
90th Percentile £692 £705 £738
Central London median daily rate £573 £550 £575
% change year-on-year +4.09% -4.35% +9.52%
Number of hourly rates quoted 1 0 0
City of London median hourly rate £35.00 - -
Central London median hourly rate £35.00 - -

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 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 1,582 1,806 1,722
As % of all contract IT jobs advertised in the City of London 25.52% 25.84% 25.36%
Number of daily rates quoted 1,259 1,431 1,356
City of London median daily rate £525 £525 £520
Median daily rate % change year-on-year - +0.96% +12.43%
10th Percentile £388 £370 £363
90th Percentile £688 £675 £675
Central London median daily rate £525 £525 £500
% change year-on-year - +5.00% +11.11%
Number of hourly rates quoted 9 14 8
City of London median hourly rate £44.57 £22.25 £25.99
Median hourly rate % change year-on-year +100.29% -14.40% +36.80%
10th Percentile £21.23 £19.50 £20.75
90th Percentile £70.10 £37.09 £33.25
Central London median hourly rate £44.57 £22.25 £25.99
% change year-on-year +100.29% -14.40% +36.80%

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 21 September 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 21 September 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 -7 24 £550 +4.76%
Moorgate - 10 £575 -
Apache Hive
Central London

For the 6 months to 21 September 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 86 (92.47%) Apache Spark
2 82 (88.17%) Hadoop
3 68 (73.12%) Big Data
4 62 (66.67%) Kafka
5 56 (60.22%) SQL
6 47 (50.54%) Data Science
7 46 (49.46%) Data Modelling
8 45 (48.39%) Python
9 38 (40.86%) Machine Learning
10 37 (39.78%) AWS
10 37 (39.78%) Finance
11 34 (36.56%) Java
11 34 (36.56%) Analytics
12 31 (33.33%) Data Warehouse
13 28 (30.11%) Scala
14 27 (29.03%) OLAP
14 27 (29.03%) Oozie
15 25 (26.88%) Agile Software Development
16 24 (25.81%) Star Schema
16 24 (25.81%) Data Quality
16 24 (25.81%) OLAP Cube
16 24 (25.81%) Enterprise Data Warehouse
16 24 (25.81%) SQL Optimisation
17 21 (22.58%) Kubernetes
18 20 (21.51%) Docker
19 19 (20.43%) Microservices
20 18 (19.35%) ETL
21 17 (18.28%) HDFS
21 17 (18.28%) PySpark
22 16 (17.20%) GCP

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 86 (92.47%) Apache Spark
2 8 (8.60%) Apache
3 6 (6.45%) Elasticsearch
4 4 (4.30%) Apache Airflow
5 2 (2.15%) Confluence
5 2 (2.15%) Jupyter
6 1 (1.08%) SAS
Applications
1 1 (1.08%) SPSS
1 1 (1.08%) Stata
Cloud Services
1 37 (39.78%) AWS
2 16 (17.20%) GCP
3 13 (13.98%) Amazon S3
4 10 (10.75%) Amazon SageMaker
4 10 (10.75%) AWS Lambda
4 10 (10.75%) Serverless
5 9 (9.68%) Amazon EMR
6 6 (6.45%) AWS CloudFormation
7 5 (5.38%) GitHub
8 4 (4.30%) Cloud Computing
9 3 (3.23%) Amazon Kinesis
9 3 (3.23%) Datadog
9 3 (3.23%) PaaS
9 3 (3.23%) SaaS
10 2 (2.15%) Amazon CloudWatch
10 2 (2.15%) Amazon EC2
10 2 (2.15%) AWS CloudTrail
10 2 (2.15%) Azure
10 2 (2.15%) Google Analytics
10 2 (2.15%) Power Platform
Communications & Networking
1 2 (2.15%) Internet
2 1 (1.08%) Broadband
Database & Business Intelligence
1 82 (88.17%) Hadoop
2 68 (73.12%) Big Data
3 31 (33.33%) Data Warehouse
4 27 (29.03%) OLAP
5 24 (25.81%) Enterprise Data Warehouse
5 24 (25.81%) OLAP Cube
5 24 (25.81%) Star Schema
6 16 (17.20%) HBase
7 15 (16.13%) Impala
8 12 (12.90%) MySQL
9 10 (10.75%) Spark SQL
9 10 (10.75%) Sqoop
10 8 (8.60%) Data Lake
10 8 (8.60%) Presto
11 7 (7.53%) Flink
11 7 (7.53%) PostgreSQL
12 6 (6.45%) NoSQL
12 6 (6.45%) SQL Server
13 5 (5.38%) MongoDB
13 5 (5.38%) Parquet
Development Applications
1 8 (8.60%) Jenkins
2 7 (7.53%) Git (software)
3 6 (6.45%) JIRA
4 2 (2.15%) Atlassian Bamboo
General
1 37 (39.78%) Finance
2 11 (11.83%) Banking
3 7 (7.53%) Retail
4 2 (2.15%) Investment Banking
4 2 (2.15%) Publishing
Job Titles
1 56 (60.22%) Data Engineer
2 26 (27.96%) Hadoop Engineer
3 12 (12.90%) Developer
4 10 (10.75%) Python Engineer
5 8 (8.60%) Java Engineer
6 7 (7.53%) Big Data Engineer
7 5 (5.38%) Architect
7 5 (5.38%) Python Developer
8 4 (4.30%) Big Data Developer
9 3 (3.23%) AWS Engineer
9 3 (3.23%) Data Architect
9 3 (3.23%) DevOps Engineer
9 3 (3.23%) Kubernetes Engineer
10 2 (2.15%) Administrator
10 2 (2.15%) Cloud Architect
10 2 (2.15%) Data Scientist
10 2 (2.15%) Engineering Manager
10 2 (2.15%) Head of Engineering
10 2 (2.15%) Scala Developer
10 2 (2.15%) Systems Architect
Libraries, Frameworks & Software Standards
1 62 (66.67%) Kafka
2 17 (18.28%) PySpark
3 14 (15.05%) Spark Streaming
4 11 (11.83%) Play Framework
4 11 (11.83%) scikit-learn
5 10 (10.75%) MLlib
5 10 (10.75%) Spring
6 8 (8.60%) Web Services
7 7 (7.53%) Java Concurrency
7 7 (7.53%) Lambda Expressions
8 5 (5.38%) Elastic Stack
8 5 (5.38%) Spring Boot
9 4 (4.30%) Apache NiFi
9 4 (4.30%) RESTful
10 3 (3.23%) LAMP
10 3 (3.23%) Redux
11 2 (2.15%) Apache Avro
11 2 (2.15%) JSON
11 2 (2.15%) XML
12 1 (1.08%) Symfony
Miscellaneous
1 14 (15.05%) Data Structures
2 13 (13.98%) Algorithms
3 4 (4.30%) Greenfield Project
4 2 (2.15%) Analytical Skills
4 2 (2.15%) Cloud Native
5 1 (1.08%) Social Media
Operating Systems
1 12 (12.90%) Linux
1 12 (12.90%) Unix
2 1 (1.08%) Windows
Processes & Methodologies
1 47 (50.54%) Data Science
2 46 (49.46%) Data Modelling
3 38 (40.86%) Machine Learning
4 34 (36.56%) Analytics
5 25 (26.88%) Agile Software Development
6 24 (25.81%) SQL Optimisation
7 19 (20.43%) Microservices
8 18 (19.35%) ETL
9 12 (12.90%) DevOps
10 11 (11.83%) Artificial Intelligence
11 10 (10.75%) Configuration Management
12 7 (7.53%) Data Engineering
12 7 (7.53%) Fintech
12 7 (7.53%) Pair Programming
13 6 (6.45%) Data Ingestion
14 5 (5.38%) Coaching
14 5 (5.38%) Continuous Integration
14 5 (5.38%) Data Management
14 5 (5.38%) Performance Tuning
14 5 (5.38%) Software Delivery
Programming Languages
1 56 (60.22%) SQL
2 45 (48.39%) Python
3 34 (36.56%) Java
4 28 (30.11%) Scala
5 6 (6.45%) Shell Script
6 5 (5.38%) Clojure
6 5 (5.38%) Kotlin
7 3 (3.23%) Java 8
8 2 (2.15%) PHP
9 1 (1.08%) Go
9 1 (1.08%) MATLAB
9 1 (1.08%) Perl
9 1 (1.08%) PHP 7
9 1 (1.08%) R
Qualifications
1 1 (1.08%) CCA
1 1 (1.08%) SC Cleared
1 1 (1.08%) Security Cleared
Quality Assurance & Compliance
1 24 (25.81%) Data Quality
2 1 (1.08%) GDPR
System Software
1 20 (21.51%) Docker
2 17 (18.28%) HDFS
3 3 (3.23%) Apache Flume
4 1 (1.08%) Apache ZooKeeper
Systems Management
1 27 (29.03%) Oozie
2 21 (22.58%) Kubernetes
3 12 (12.90%) Hadoop YARN
4 8 (8.60%) Ansible
5 3 (3.23%) Kibana
5 3 (3.23%) logstash
5 3 (3.23%) Marathon
5 3 (3.23%) Mesos
5 3 (3.23%) Terraform
Vendors
1 16 (17.20%) Google
2 10 (10.75%) Cloudera
3 9 (9.68%) Oracle
4 4 (4.30%) Informatica
4 4 (4.30%) Tableau
4 4 (4.30%) Talend
4 4 (4.30%) Teradata
5 1 (1.08%) Hortonworks
5 1 (1.08%) MicroStrategy
5 1 (1.08%) Vertica