Period
to 24 September 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 24 September 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
24 Sep 2021
Same period 2020 Same period 2019
Rank 337 282 278
Rank change year-on-year -55 -4 -12
Contract jobs citing Apache Hive 235 76 360
As % of all contract jobs advertised in London 0.69% 0.57% 0.93%
As % of the Database & Business Intelligence category 2.87% 2.22% 3.77%
Number of daily rates quoted 151 42 276
10th Percentile £450 £405 £500
25th Percentile £525 £413 £525
Median daily rate (50th Percentile) £600 £475 £575
Median % change year-on-year +26.32% -17.39% +4.55%
75th Percentile £675 £584 £663
90th Percentile £725 £671 £718
England median daily rate £575 £475 £550
% change year-on-year +21.05% -13.64% -
Number of hourly rates quoted 6 4 2
10th Percentile £31.78 £36.46 "
25th Percentile £36.25 £36.46 £32.50
Median hourly rate £46.25 £38.22 £35.00
Median % change year-on-year +21.03% +9.19% +15.70%
75th Percentile £63.13 £39.39 £37.50
90th Percentile £65.00 £39.39 "
England median hourly rate £27.73 £38.22 £35.00
% change year-on-year -27.44% +9.19% +15.70%

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 8,182 3,427 9,561
As % of all contract IT jobs advertised in London 24.07% 25.58% 24.67%
Number of daily rates quoted 5,889 2,450 6,987
10th Percentile £381 £363 £363
25th Percentile £463 £431 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £663 £631 £610
90th Percentile £738 £713 £688
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 45 28 49
10th Percentile £14.69 £15.98 £15.44
25th Percentile £20.66 £20.75 £20.50
Median hourly rate £32.50 £32.75 £29.96
Median % change year-on-year -0.75% +9.30% +1.03%
75th Percentile £52.25 £41.50 £45.00
90th Percentile £63.80 £51.40 £51.75
England median hourly rate £31.00 £23.43 £30.00
% change year-on-year +32.31% -21.90% +10.29%

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 24 September 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
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Apache Hive in London over the 6 months to 24 September 2021.

Hourly rate histogram 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 24 September 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 -41 29 £613 +43.70% 7
South London - 5 - -
West London -16 1 £660 +6.37% 4
Apache Hive
England

For the 6 months to 24 September 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.

1 199 (84.68%) Apache Spark
2 174 (74.04%) Big Data
3 166 (70.64%) Hadoop
4 122 (51.91%) SQL
5 98 (41.70%) Python
6 95 (40.43%) Scala
7 77 (32.77%) Kafka
8 74 (31.49%) AWS
9 72 (30.64%) ETL
10 70 (29.79%) Banking
10 70 (29.79%) Analytics
11 68 (28.94%) Java
12 64 (27.23%) Azure
13 63 (26.81%) Finance
14 55 (23.40%) Data Modelling
15 54 (22.98%) Social Skills
16 50 (21.28%) Kubernetes
17 48 (20.43%) Agile Software Development
18 47 (20.00%) GCP
19 46 (19.57%) Data Warehouse
20 45 (19.15%) HBase
20 45 (19.15%) Data Pipeline
21 43 (18.30%) Docker
21 43 (18.30%) HDFS
22 41 (17.45%) PySpark
23 36 (15.32%) Git (software)
24 35 (14.89%) DevOps
24 35 (14.89%) Data Science
25 33 (14.04%) Jenkins
25 33 (14.04%) Data Engineering

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
1 199 (84.68%) Apache Spark
2 33 (14.04%) Apache
3 23 (9.79%) Apache Airflow
4 14 (5.96%) Confluence
5 12 (5.11%) Apache Pig
5 12 (5.11%) Elasticsearch
5 12 (5.11%) Tomcat
6 9 (3.83%) SAS
7 1 (0.43%) DataSynapse
7 1 (0.43%) Luigi
7 1 (0.43%) PowerExchange
Applications
1 1 (0.43%) SPSS
1 1 (0.43%) SPSS Modeler
1 1 (0.43%) Stata
Cloud Services
1 74 (31.49%) AWS
2 64 (27.23%) Azure
3 47 (20.00%) GCP
4 21 (8.94%) Amazon S3
5 12 (5.11%) Azure Data Factory
6 11 (4.68%) Serverless
7 10 (4.26%) GitHub
8 8 (3.40%) Azure Synapse Analytics
9 7 (2.98%) AWS Lambda
10 6 (2.55%) Amazon EMR
11 5 (2.13%) AWS Step Functions
11 5 (2.13%) Cloud Computing
12 4 (1.70%) Collibra
12 4 (1.70%) Snowflake
13 3 (1.28%) Azure Machine Learning
13 3 (1.28%) Azure Stack
13 3 (1.28%) Google Compute Engine
13 3 (1.28%) Matillion
13 3 (1.28%) Power Platform
14 2 (0.85%) Amazon Kinesis
Communications & Networking
1 8 (3.40%) Firewall
1 8 (3.40%) FTP
2 3 (1.28%) Intranet
3 2 (0.85%) LAN
3 2 (0.85%) Multicast
3 2 (0.85%) WAN
4 1 (0.43%) Kerberos
4 1 (0.43%) SSL
Database & Business Intelligence
1 174 (74.04%) Big Data
2 166 (70.64%) Hadoop
3 46 (19.57%) Data Warehouse
4 45 (19.15%) HBase
5 32 (13.62%) Impala
5 32 (13.62%) Relational Database
6 30 (12.77%) NoSQL
7 28 (11.91%) Data Lake
8 27 (11.49%) PostgreSQL
9 22 (9.36%) SQL Server
10 20 (8.51%) MongoDB
10 20 (8.51%) Parquet
11 19 (8.09%) Apache Cassandra
12 18 (7.66%) Tableau
13 14 (5.96%) Azure SQL Data Warehouse
13 14 (5.96%) Spark SQL
14 12 (5.11%) BigQuery
14 12 (5.11%) RDBMS
15 11 (4.68%) Amazon Redshift
15 11 (4.68%) Presto
Development Applications
1 36 (15.32%) Git (software)
2 33 (14.04%) Jenkins
3 26 (11.06%) JIRA
4 18 (7.66%) Subversion
5 16 (6.81%) Maven
6 15 (6.38%) Hudson
7 12 (5.11%) IntelliJ
8 9 (3.83%) ERwin
9 8 (3.40%) GitLab
9 8 (3.40%) TeamCity
10 6 (2.55%) ER Studio
11 3 (1.28%) Sonatype Nexus
12 2 (0.85%) Artifactory
12 2 (0.85%) Grunt
12 2 (0.85%) gulp
12 2 (0.85%) IBM UrbanCode
12 2 (0.85%) MLflow
12 2 (0.85%) Octopus Deploy
12 2 (0.85%) PhantomJS
12 2 (0.85%) webpack
General
1 70 (29.79%) Banking
2 63 (26.81%) Finance
3 54 (22.98%) Social Skills
4 21 (8.94%) Analytical Skills
5 18 (7.66%) Investment Banking
6 10 (4.26%) Marketing
7 4 (1.70%) Telecoms
8 3 (1.28%) Financial Institution
8 3 (1.28%) Legal
8 3 (1.28%) Presentation Skills
8 3 (1.28%) Publishing
8 3 (1.28%) Retail Banking
9 2 (0.85%) Advertising
9 2 (0.85%) Public Sector
9 2 (0.85%) Retail
10 1 (0.43%) Documentation Skills
10 1 (0.43%) Front Office
Job Titles
1 93 (39.57%) Data Engineer
2 54 (22.98%) Developer
3 37 (15.74%) Big Data Engineer
4 20 (8.51%) Architect
5 17 (7.23%) Data Manager
6 11 (4.68%) Software Engineer
7 10 (4.26%) Big Data Manager
7 10 (4.26%) Platform Manager
8 9 (3.83%) Big Data Developer
8 9 (3.83%) Data Architect
8 9 (3.83%) ETL Developer
8 9 (3.83%) Hadoop Developer
8 9 (3.83%) Scala Developer
8 9 (3.83%) Senior Data Engineer
9 8 (3.40%) Hadoop Engineer
10 7 (2.98%) Big Data Software Engineer
10 7 (2.98%) Big Data Specialist
10 7 (2.98%) Cloud Engineer
11 6 (2.55%) Apache Spark Developer
11 6 (2.55%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 77 (32.77%) Kafka
2 41 (17.45%) PySpark
3 20 (8.51%) Apache Avro
4 16 (6.81%) Spring
5 15 (6.38%) Spark Streaming
6 14 (5.96%) OAuth
7 12 (5.11%) Elastic Stack
7 12 (5.11%) OAuth2
7 12 (5.11%) Spring Boot
8 10 (4.26%) JSON
8 10 (4.26%) RESTful
9 8 (3.40%) Akka
9 8 (3.40%) Java Concurrency
9 8 (3.40%) RabbitMQ
10 7 (2.98%) Web Services
11 6 (2.55%) YAML
12 5 (2.13%) Shiny
13 4 (1.70%) AngularJS
14 3 (1.28%) Apache NiFi
14 3 (1.28%) XML
Miscellaneous
1 23 (9.79%) Data Structures
2 13 (5.53%) Algorithms
3 10 (4.26%) Virtual Team
4 9 (3.83%) Data Protection Act
5 7 (2.98%) Legacy Applications
5 7 (2.98%) Linux Command Line
6 4 (1.70%) Cloud Native
7 3 (1.28%) Data Centre
7 3 (1.28%) Equities
7 3 (1.28%) iPad
8 2 (0.85%) Credit Risk
8 2 (0.85%) IBM Mainframe
8 2 (0.85%) Mainframe
8 2 (0.85%) Self-Motivation
8 2 (0.85%) Social Media
9 1 (0.43%) Enterprise Software
9 1 (0.43%) Legacy Systems
9 1 (0.43%) Life Science
9 1 (0.43%) Mobile App
9 1 (0.43%) Reference Data
Operating Systems
1 32 (13.62%) Unix
2 27 (11.49%) Linux
3 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 72 (30.64%) ETL
2 70 (29.79%) Analytics
3 55 (23.40%) Data Modelling
4 48 (20.43%) Agile Software Development
5 45 (19.15%) Data Pipeline
6 35 (14.89%) Data Science
6 35 (14.89%) DevOps
7 33 (14.04%) Data Engineering
8 30 (12.77%) Data Analytics
9 27 (11.49%) Business Intelligence
9 27 (11.49%) Machine Learning
10 26 (11.06%) Data Management
10 26 (11.06%) Problem-Solving
10 26 (11.06%) Scrum
11 25 (10.64%) Use Case
12 23 (9.79%) Microservices
13 22 (9.36%) Computer Science
13 22 (9.36%) Software Engineering
14 21 (8.94%) Performance Tuning
15 20 (8.51%) Migration
Programming Languages
1 122 (51.91%) SQL
2 98 (41.70%) Python
3 95 (40.43%) Scala
4 68 (28.94%) Java
5 19 (8.09%) R
6 17 (7.23%) PL/SQL
7 16 (6.81%) Java 8
8 13 (5.53%) Kotlin
9 7 (2.98%) Bash Shell
9 7 (2.98%) Shell Script
10 6 (2.55%) Groovy
11 5 (2.13%) C#
11 5 (2.13%) C++
12 4 (1.70%) C
12 4 (1.70%) JavaScript
13 2 (0.85%) ES6
13 2 (0.85%) HiveQL
14 1 (0.43%) COBOL
14 1 (0.43%) Haskell
14 1 (0.43%) TypeScript
Qualifications
1 11 (4.68%) Degree
1 11 (4.68%) Security Cleared
2 7 (2.98%) Computer Science Degree
3 4 (1.70%) AWS Certification
4 3 (1.28%) SC Cleared
5 1 (0.43%) CCA
5 1 (0.43%) Master's Degree
5 1 (0.43%) PhD
5 1 (0.43%) SAS Certification
Quality Assurance & Compliance
1 14 (5.96%) Data Quality
2 11 (4.68%) QA
3 8 (3.40%) IFRS
4 4 (1.70%) GDPR
5 2 (0.85%) COBIT
5 2 (0.85%) ISO/IEC 27001
5 2 (0.85%) NIST
5 2 (0.85%) SLA
6 1 (0.43%) Dodd-Frank
6 1 (0.43%) EMIR
6 1 (0.43%) MiFID
System Software
1 43 (18.30%) Docker
1 43 (18.30%) HDFS
2 3 (1.28%) Apache Flume
3 2 (0.85%) Apache ZooKeeper
Systems Management
1 50 (21.28%) Kubernetes
2 20 (8.51%) Oozie
3 14 (5.96%) Hadoop YARN
3 14 (5.96%) Terraform
4 12 (5.11%) Single Sign-On
5 11 (4.68%) Control-M
6 8 (3.40%) Ansible
6 8 (3.40%) Docker Swarm
6 8 (3.40%) Kibana
6 8 (3.40%) logstash
7 5 (2.13%) Ambari
8 2 (0.85%) Kubeflow
8 2 (0.85%) Opscode Chef
Vendors
1 32 (13.62%) Cloudera
1 32 (13.62%) Oracle
2 20 (8.51%) Google
3 18 (7.66%) Hortonworks
4 14 (5.96%) Databricks
5 11 (4.68%) Ab Initio
5 11 (4.68%) Informatica
5 11 (4.68%) Teradata
6 10 (4.26%) MapR
7 7 (2.98%) SAP
8 6 (2.55%) Confluent
8 6 (2.55%) Salesforce.com
9 5 (2.13%) Alteryx
9 5 (2.13%) IBM
10 4 (1.70%) Netezza
11 3 (1.28%) Microsoft
12 2 (0.85%) BiZZdesign
12 2 (0.85%) Red Hat
12 2 (0.85%) StreamSets
13 1 (0.43%) Dataiku