Period
to 12 April 2021

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 April 2021 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 Apr 2021
Same period 2020 Same period 2019
Rank 278 360 256
Rank change year-on-year +82 -104 +27
Contract jobs citing Apache Hive 151 95 435
As % of all contract jobs advertised in London 0.70% 0.39% 1.02%
As % of the Database & Business Intelligence category 2.97% 1.61% 4.12%
Number of daily rates quoted 92 68 329
10th Percentile £424 £429 £481
25th Percentile £500 £513 £513
Median daily rate (50th Percentile) £575 £600 £550
Median % change year-on-year -4.17% +9.09% -4.35%
75th Percentile £619 £678 £638
90th Percentile £650 £750 £713
England median daily rate £550 £550 £550
Number of hourly rates quoted 2 0 3
10th Percentile £26.13 " "
25th Percentile £26.33 " £32.50
Median hourly rate £28.31 - £35.00
75th Percentile £30.95 " £47.50
90th Percentile £31.54 " £53.50
England median hourly rate £27.00 - £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 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 5,086 5,893 10,566
As % of all contract IT jobs advertised in London 23.59% 24.17% 24.80%
Number of daily rates quoted 3,612 4,285 7,793
10th Percentile £363 £363 £363
25th Percentile £428 £425 £425
Median daily rate (50th Percentile) £525 £525 £525
75th Percentile £625 £625 £606
90th Percentile £700 £700 £675
England median daily rate £500 £488 £488
% change year-on-year +2.56% - +2.63%
Number of hourly rates quoted 29 25 41
10th Percentile £20.00 £16.62 £20.00
25th Percentile £24.75 £22.50 £21.00
Median hourly rate £35.50 £27.50 £24.50
Median % change year-on-year +29.09% +12.24% -9.79%
75th Percentile £58.75 £48.63 £37.50
90th Percentile £68.00 £73.20 £56.50
England median hourly rate £24.00 £25.00 £35.00
% change year-on-year -4.00% -28.57% +16.67%

Apache Hive
Job Vacancy Trend in London

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

Job vacancy trend for Apache Hive in London

Apache Hive
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Apache Hive in London.

Daily rate trend for Apache Hive in London

Apache Hive
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache Hive in London over the 6 months to 12 April 2021.

Daily rate histogram for Apache Hive in London

Apache Hive
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Apache Hive in London.

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 April 2021. 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 +60 21 £575 -4.17% 6
East London +27 1 £405 -37.69% 3
West London +27 1 £500 -20.00% 1
Apache Hive
England

For the 6 months to 12 April 2021, 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.

1 130 (86.09%) Hadoop
2 122 (80.79%) Apache Spark
3 100 (66.23%) Big Data
4 76 (50.33%) Python
5 64 (42.38%) SQL
5 64 (42.38%) HDFS
6 61 (40.40%) Scala
7 60 (39.74%) ETL
8 58 (38.41%) Java
9 56 (37.09%) Kafka
10 47 (31.13%) Agile Software Development
11 42 (27.81%) AWS
11 42 (27.81%) Impala
12 38 (25.17%) Analytics
12 38 (25.17%) HBase
13 37 (24.50%) Cloudera
14 36 (23.84%) Azure
14 36 (23.84%) Finance
15 35 (23.18%) NoSQL
15 35 (23.18%) Data Engineering
16 33 (21.85%) GCP
17 29 (19.21%) Banking
17 29 (19.21%) Data Modelling
18 28 (18.54%) Amazon S3
19 27 (17.88%) Data Management
19 27 (17.88%) DevOps
20 26 (17.22%) Data Ingestion
20 26 (17.22%) Apache
21 25 (16.56%) Data Warehouse
21 25 (16.56%) Security Cleared

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
1 122 (80.79%) Apache Spark
2 26 (17.22%) Apache
3 19 (12.58%) Apache Airflow
4 14 (9.27%) Confluence
5 10 (6.62%) Apache Pig
6 4 (2.65%) Apache Solr
6 4 (2.65%) Jupyter
6 4 (2.65%) SAS
7 2 (1.32%) Apache Synapse
7 2 (1.32%) Camunda
7 2 (1.32%) Elasticsearch
8 1 (0.66%) Oracle SOA Suite
8 1 (0.66%) SharePoint
Applications
1 4 (2.65%) Microsoft Excel
2 1 (0.66%) MS Visio
2 1 (0.66%) Spreadsheet
2 1 (0.66%) SPSS
2 1 (0.66%) Stata
Business Applications
1 1 (0.66%) Oracle BPM
1 1 (0.66%) SAP MDG
1 1 (0.66%) SAP MDM
Cloud Services
1 42 (27.81%) AWS
2 36 (23.84%) Azure
3 33 (21.85%) GCP
4 28 (18.54%) Amazon S3
5 22 (14.57%) Amazon EMR
6 7 (4.64%) Power Platform
6 7 (4.64%) Serverless
7 6 (3.97%) GitHub
8 5 (3.31%) AWS CloudFormation
8 5 (3.31%) AWS Lambda
9 4 (2.65%) Amazon EC2
9 4 (2.65%) Amazon Kinesis
9 4 (2.65%) AWS Step Functions
10 3 (1.99%) Amazon CloudWatch
10 3 (1.99%) Amazon ElastiCache
10 3 (1.99%) IaaS
10 3 (1.99%) PaaS
10 3 (1.99%) SaaS
10 3 (1.99%) Virtual Private Cloud
11 2 (1.32%) Apigee
Communications & Networking
1 5 (3.31%) Firewall
2 4 (2.65%) Kerberos
3 3 (1.99%) Network Security
3 3 (1.99%) SSL
4 2 (1.32%) VPN
5 1 (0.66%) FTP
Database & Business Intelligence
1 130 (86.09%) Hadoop
2 100 (66.23%) Big Data
3 42 (27.81%) Impala
4 38 (25.17%) HBase
5 35 (23.18%) NoSQL
6 25 (16.56%) Data Warehouse
7 17 (11.26%) Data Lake
7 17 (11.26%) Parquet
8 16 (10.60%) MongoDB
9 14 (9.27%) Apache Cassandra
10 13 (8.61%) Presto
10 13 (8.61%) SQL Server
11 12 (7.95%) Relational Database
11 12 (7.95%) Spark SQL
12 11 (7.28%) MySQL
13 10 (6.62%) PostgreSQL
14 9 (5.96%) Amazon Redshift
14 9 (5.96%) BigQuery
14 9 (5.96%) Tableau
15 7 (4.64%) Power BI
Development Applications
1 24 (15.89%) Git (software)
2 21 (13.91%) Jenkins
3 16 (10.60%) JIRA
4 10 (6.62%) Bitbucket
5 7 (4.64%) TeamCity
6 6 (3.97%) Artifactory
7 4 (2.65%) Atlassian Bamboo
7 4 (2.65%) Maven
8 3 (1.99%) ProC
8 3 (1.99%) Sonatype Nexus
9 2 (1.32%) Cucumber
9 2 (1.32%) ERwin
9 2 (1.32%) Gatling
9 2 (1.32%) JMeter
9 2 (1.32%) JUnit
9 2 (1.32%) Mocha
9 2 (1.32%) PyUnit
10 1 (0.66%) Gerrit
10 1 (0.66%) IntelliJ
10 1 (0.66%) Oracle APEX
General
1 36 (23.84%) Finance
2 29 (19.21%) Banking
3 13 (8.61%) Investment Banking
4 9 (5.96%) Public Sector
5 5 (3.31%) French Language
5 5 (3.31%) Marketing
6 3 (1.99%) Front Office
6 3 (1.99%) Retail Banking
7 2 (1.32%) Electronics
7 2 (1.32%) Financial Institution
7 2 (1.32%) Games
7 2 (1.32%) Manufacturing
7 2 (1.32%) Telecoms
8 1 (0.66%) Advertising
8 1 (0.66%) German Language
8 1 (0.66%) Pharmaceutical
8 1 (0.66%) Publishing
8 1 (0.66%) Retail
8 1 (0.66%) Swedish Language
Job Titles
1 62 (41.06%) Data Engineer
2 38 (25.17%) Developer
3 22 (14.57%) Big Data Engineer
4 16 (10.60%) Architect
5 13 (8.61%) Big Data Developer
5 13 (8.61%) Python Developer
6 11 (7.28%) AWS Engineer
7 8 (5.30%) Analyst
7 8 (5.30%) Cloud Engineer
7 8 (5.30%) Data Analyst
7 8 (5.30%) Hadoop Engineer
8 7 (4.64%) Apache Spark Developer
8 7 (4.64%) Data Architect
9 6 (3.97%) Data Scientist
9 6 (3.97%) Java Developer
9 6 (3.97%) Scala Engineer
10 5 (3.31%) DevOps Engineer
10 5 (3.31%) ETL Developer
10 5 (3.31%) Senior Developer
11 4 (2.65%) Platform Engineer
Libraries, Frameworks & Software Standards
1 56 (37.09%) Kafka
2 22 (14.57%) PySpark
3 15 (9.93%) JSON
4 14 (9.27%) Spark Streaming
5 9 (5.96%) XML
6 7 (4.64%) Apache Avro
7 6 (3.97%) Anaconda
7 6 (3.97%) Spring
8 5 (3.31%) TensorFlow
9 4 (2.65%) Pandas
9 4 (2.65%) React
9 4 (2.65%) scikit-learn
10 3 (1.99%) Apache NiFi
10 3 (1.99%) GraphX
10 3 (1.99%) J2EE
10 3 (1.99%) Lucene
10 3 (1.99%) MLlib
10 3 (1.99%) Node.js
10 3 (1.99%) Spring Boot
11 2 (1.32%) REST
Miscellaneous
1 12 (7.95%) Analytical Skills
2 5 (3.31%) Algorithms
3 4 (2.65%) Data Structures
3 4 (2.65%) Virtual Team
3 4 (2.65%) VSAM
4 3 (1.99%) Cloud Native
4 3 (1.99%) Greenfield Project
4 3 (1.99%) Social Media
5 2 (1.32%) Credit Risk
5 2 (1.32%) Linux Command Line
6 1 (0.66%) Clustering
6 1 (0.66%) Equities
6 1 (0.66%) Management Information System
6 1 (0.66%) Mobile App
6 1 (0.66%) Public Cloud
6 1 (0.66%) Reference Data
6 1 (0.66%) User Experience
6 1 (0.66%) Wiki
Operating Systems
1 21 (13.91%) Linux
2 12 (7.95%) Unix
3 4 (2.65%) Windows
Processes & Methodologies
1 60 (39.74%) ETL
2 47 (31.13%) Agile Software Development
3 38 (25.17%) Analytics
4 35 (23.18%) Data Engineering
5 29 (19.21%) Data Modelling
6 27 (17.88%) Data Management
6 27 (17.88%) DevOps
7 26 (17.22%) Data Ingestion
8 24 (15.89%) Data Science
9 20 (13.25%) ETL Development
9 20 (13.25%) Migration
9 20 (13.25%) Scrum
10 19 (12.58%) Business Intelligence
11 16 (10.60%) Data Analytics
12 15 (9.93%) Data Migration
13 14 (9.27%) Machine Learning
13 14 (9.27%) Stakeholder Management
14 13 (8.61%) Computer Science
14 13 (8.61%) TDD
15 12 (7.95%) Data Architecture
Programming Languages
1 76 (50.33%) Python
2 64 (42.38%) SQL
3 61 (40.40%) Scala
4 58 (38.41%) Java
5 13 (8.61%) R
6 7 (4.64%) Shell Script
7 6 (3.97%) Bash Shell
7 6 (3.97%) JavaScript
8 4 (2.65%) PL/SQL
8 4 (2.65%) VBA
9 3 (1.99%) HiveQL
9 3 (1.99%) Java 8
9 3 (1.99%) Perl
10 2 (1.32%) C++
10 2 (1.32%) Go
11 1 (0.66%) C#
11 1 (0.66%) COBOL
11 1 (0.66%) Groovy
11 1 (0.66%) Korn
11 1 (0.66%) PowerShell
Qualifications
1 25 (16.56%) Security Cleared
2 23 (15.23%) SC Cleared
3 8 (5.30%) AWS Certification
3 8 (5.30%) Degree
4 4 (2.65%) Computer Science Degree
5 3 (1.99%) PhD
6 1 (0.66%) DV Cleared
6 1 (0.66%) Numerate Degree
Quality Assurance & Compliance
1 13 (8.61%) QA
2 7 (4.64%) Data Quality
3 2 (1.32%) GDPR
3 2 (1.32%) SLA
4 1 (0.66%) PCI DSS
System Software
1 64 (42.38%) HDFS
2 19 (12.58%) Docker
3 5 (3.31%) Apache Flume
4 3 (1.99%) Apache ZooKeeper
5 2 (1.32%) Active Directory Lightweight Directory Services
6 1 (0.66%) Virtual Machines
Systems Management
1 18 (11.92%) Hadoop YARN
2 17 (11.26%) Kubernetes
3 13 (8.61%) Ansible
4 11 (7.28%) Oozie
5 7 (4.64%) Terraform
6 5 (3.31%) Ambari
6 5 (3.31%) Control-M
6 5 (3.31%) Grafana
7 2 (1.32%) Opscode Chef
7 2 (1.32%) Puppet
Vendors
1 37 (24.50%) Cloudera
2 19 (12.58%) Oracle
3 12 (7.95%) Google
3 12 (7.95%) Hortonworks
4 11 (7.28%) MapR
5 7 (4.64%) Ab Initio
5 7 (4.64%) Databricks
5 7 (4.64%) Informatica
6 5 (3.31%) Microsoft
7 4 (2.65%) Atlassian
7 4 (2.65%) Salesforce.com
7 4 (2.65%) StreamSets
7 4 (2.65%) Talend
7 4 (2.65%) Teradata
7 4 (2.65%) Vertica
8 3 (1.99%) Alteryx
8 3 (1.99%) Confluent
8 3 (1.99%) SAP
9 2 (1.32%) ServiceNow
10 1 (0.66%) Cognos