Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to

The following table provides summary statistics for contract job vacancies 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 May 2022 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
UK
6 months to
21 May 2022		 Same period 2021 Same period 2020
Rank 580 377 409
Rank change year-on-year -203 +32 -89
Contract jobs citing Apache Hive 264 355 234
As % of all contract jobs advertised in the UK 0.30% 0.61% 0.48%
As % of the Database & Business Intelligence category 1.52% 2.86% 2.24%
Number of daily rates quoted 148 196 168
10th Percentile £405 £384 £413
25th Percentile £489 £463 £463
Median daily rate (50th Percentile) £551 £550 £544
Median % change year-on-year +0.12% +1.15% -1.14%
75th Percentile £651 £619 £638
90th Percentile £850 £675 £703
UK excluding London median daily rate £525 £500 £513
% change year-on-year +5.00% -2.44% +2.50%
Number of hourly rates quoted 0 8 0
Median hourly rate - £27.00 -
UK excluding London median hourly rate - £24.40 -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 17,366 12,404 10,457
As % of all contract IT jobs advertised in the UK 19.67% 21.21% 21.58%
Number of daily rates quoted 12,345 8,470 7,206
10th Percentile £375 £325 £325
25th Percentile £450 £406 £400
Median daily rate (50th Percentile) £545 £500 £488
Median % change year-on-year +9.00% +2.56% +2.63%
75th Percentile £650 £600 £588
90th Percentile £750 £688 £675
UK excluding London median daily rate £495 £449 £450
% change year-on-year +10.31% -0.28% +4.65%
Number of hourly rates quoted 182 221 155
10th Percentile £15.00 £11.49 £13.75
25th Percentile £22.40 £19.00 £18.25
Median hourly rate £45.00 £26.50 £24.70
Median % change year-on-year +69.81% +7.29% -13.33%
75th Percentile £65.00 £45.25 £46.00
90th Percentile £75.00 £62.00 £56.50
UK excluding London median hourly rate £35.00 £24.40 £22.52
% change year-on-year +43.44% +8.34% -18.10%

Apache Hive
Job Vacancy Trend

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

Job vacancy trend for Apache Hive in the UK

Apache Hive
Contractor Daily Rate Trend

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

Daily rate trend for Apache Hive in the UK

Apache Hive
Daily Rate Histogram

Daily rate distribution for jobs citing Apache Hive over the 6 months to 21 May 2022.

Daily rate histogram for Apache Hive in the UK

Apache Hive
Contractor Hourly Rate Trend

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

Hourly rate trend for Apache Hive in the UK

Apache Hive
Top 14 Contract Locations

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 UK over the 6 months to 21 May 2022. 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
Jobs
England -203 200 £575 +4.55% 42
Work from Home -167 127 £550 +8.37% 7
London -166 108 £625 +8.70% 27
UK excluding London -96 88 £525 +5.00% 16
Midlands -36 28 £483 -1.53% 3
West Midlands -47 24 £490 - 2
South East -54 20 £541 +11.03% 1
Scotland +2 15 £513 -2.38%
Wales -14 7 £545 +10.18%
South West -37 7 £600 +18.23% 3
North West -42 6 £550 +23.60% 3
North of England -62 6 £550 -0.90% 4
East of England -37 5 £500 +48.15% 3
East Midlands - 4 £375 - 1

For the 6 months to 21 May 2022, 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 with a requirement for Apache Hive.

1 191 (72.35%) Hadoop
2 185 (70.08%) Apache Spark
3 168 (63.64%) Python
4 161 (60.98%) SQL
5 145 (54.92%) Big Data
6 113 (42.80%) Analytics
7 105 (39.77%) Java
8 99 (37.50%) Agile
9 98 (37.12%) AWS
10 95 (35.98%) HDFS
11 94 (35.61%) ETL
12 90 (34.09%) Kafka
13 83 (31.44%) HBase
14 80 (30.30%) Azure
15 77 (29.17%) Scala
16 76 (28.79%) Git (software)
17 64 (24.24%) Data Modelling
17 64 (24.24%) Data Warehouse
18 63 (23.86%) Software Engineering
18 63 (23.86%) GCP
19 62 (23.48%) Data Science
20 61 (23.11%) CI/CD
20 61 (23.11%) Oracle
21 58 (21.97%) NoSQL
22 53 (20.08%) Continuous Integration
23 52 (19.70%) Impala
24 51 (19.32%) Data Engineering
24 51 (19.32%) Linux
24 51 (19.32%) Finance
25 50 (18.94%) Apache

Apache Hive
Co-occurring IT Skills 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
1 185 (70.08%) Apache Spark
2 50 (18.94%) Apache
3 39 (14.77%) Confluence
4 21 (7.95%) Apache Pig
5 19 (7.20%) Apache Airflow
5 19 (7.20%) SAS
6 9 (3.41%) SharePoint
7 8 (3.03%) Jupyter
8 6 (2.27%) WebLogic
9 5 (1.89%) Elasticsearch
10 4 (1.52%) Tomcat
11 3 (1.14%) Mule
11 3 (1.14%) OpenStack
12 1 (0.38%) Camunda
12 1 (0.38%) JBoss
12 1 (0.38%) Luigi
12 1 (0.38%) PowerExchange
12 1 (0.38%) WebSphere
Applications
1 20 (7.58%) Microsoft Excel
2 6 (2.27%) Spreadsheet
3 3 (1.14%) SPSS
4 2 (0.76%) Microsoft Office
Business Applications
1 3 (1.14%) SAP FI-CA
1 3 (1.14%) SAP PSCD
Cloud Services
1 98 (37.12%) AWS
2 80 (30.30%) Azure
3 63 (23.86%) GCP
4 22 (8.33%) Serverless
5 20 (7.58%) Amazon S3
6 19 (7.20%) Azure Data Factory
7 12 (4.55%) Amazon Kinesis
7 12 (4.55%) Power Platform
7 12 (4.55%) Snowflake
8 10 (3.79%) Google Compute Engine
9 8 (3.03%) AWS Lambda
9 8 (3.03%) Azure Synapse Analytics
10 7 (2.65%) Amazon SageMaker
11 6 (2.27%) Amazon EMR
11 6 (2.27%) Azure Cosmos DB
11 6 (2.27%) GitHub
11 6 (2.27%) IaaS
11 6 (2.27%) PaaS
12 3 (1.14%) Amazon SQS
12 3 (1.14%) Azure Storage
Communications & Networking
1 7 (2.65%) FTP
2 3 (1.14%) Firewall
3 2 (0.76%) 2G
3 2 (0.76%) 3G
3 2 (0.76%) 4G
3 2 (0.76%) 5G
3 2 (0.76%) Internet
3 2 (0.76%) Radio Access Network
4 1 (0.38%) Kerberos
4 1 (0.38%) SSH
Database & Business Intelligence
1 191 (72.35%) Hadoop
2 145 (54.92%) Big Data
3 83 (31.44%) HBase
4 64 (24.24%) Data Warehouse
5 58 (21.97%) NoSQL
6 52 (19.70%) Impala
7 37 (14.02%) MongoDB
8 35 (13.26%) Apache Cassandra
9 34 (12.88%) Data Lake
9 34 (12.88%) MySQL
10 29 (10.98%) Pentaho
11 28 (10.61%) BigQuery
12 25 (9.47%) Flink
13 24 (9.09%) Relational Database
14 22 (8.33%) Tableau
15 19 (7.20%) SQL Server
16 17 (6.44%) Amazon Redshift
16 17 (6.44%) Bigtable
17 16 (6.06%) Oracle Database
18 13 (4.92%) Parquet
Development Applications
1 76 (28.79%) Git (software)
2 48 (18.18%) Jenkins
3 46 (17.42%) JIRA
4 24 (9.09%) GitLab
5 22 (8.33%) Bitbucket
6 18 (6.82%) ERwin
7 10 (3.79%) ER Studio
7 10 (3.79%) Maven
8 7 (2.65%) IntelliJ
8 7 (2.65%) Sonatype Nexus
8 7 (2.65%) Subversion
9 6 (2.27%) Cucumber
10 5 (1.89%) TeamCity
11 4 (1.52%) Eclipse
11 4 (1.52%) IBM UrbanCode
11 4 (1.52%) kappa
11 4 (1.52%) Spinnaker
12 3 (1.14%) JUnit
12 3 (1.14%) Postman
12 3 (1.14%) Toad
General
1 51 (19.32%) Finance
2 47 (17.80%) Analytical Skills
3 38 (14.39%) Social Skills
4 35 (13.26%) Banking
5 24 (9.09%) Public Sector
6 11 (4.17%) Financial Institution
7 10 (3.79%) Legal
8 8 (3.03%) Investment Banking
8 8 (3.03%) Retail
9 7 (2.65%) Front Office
9 7 (2.65%) Telecoms
10 6 (2.27%) Presentation Skills
11 4 (1.52%) Publishing
12 3 (1.14%) Manufacturing
13 2 (0.76%) French Language
13 2 (0.76%) Influencing Skills
13 2 (0.76%) Marketing
13 2 (0.76%) Spanish Language
14 1 (0.38%) Documentation Skills
14 1 (0.38%) Dutch Language
Job Titles
1 72 (27.27%) Data Engineer
2 64 (24.24%) Developer
3 33 (12.50%) Software Engineer
4 32 (12.12%) Architect
5 23 (8.71%) Big Data Engineer
6 20 (7.58%) Data Architect
7 17 (6.44%) Data Scientist
8 16 (6.06%) Hadoop Engineer
8 16 (6.06%) Python Engineer
9 14 (5.30%) Analyst
10 12 (4.55%) Big Data Developer
10 12 (4.55%) Senior Developer
11 11 (4.17%) Hadoop Developer
11 11 (4.17%) Java Developer
12 10 (3.79%) Python Developer
13 9 (3.41%) Cloud Engineer
13 9 (3.41%) Full Stack Developer
13 9 (3.41%) Senior Python Developer
13 9 (3.41%) Senior Software Engineer
13 9 (3.41%) Software Developer
Libraries, Frameworks & Software Standards
1 90 (34.09%) Kafka
2 43 (16.29%) PySpark
3 16 (6.06%) Apache NiFi
3 16 (6.06%) Spark Streaming
4 13 (4.92%) Apache Avro
4 13 (4.92%) RabbitMQ
5 12 (4.55%) Pandas
6 11 (4.17%) NumPy
7 10 (3.79%) Matplotlib
8 9 (3.41%) RESTful
9 8 (3.03%) Spring
10 7 (2.65%) J2EE
10 7 (2.65%) SOAP
10 7 (2.65%) TensorFlow
11 6 (2.27%) pytest
11 6 (2.27%) XML
12 5 (1.89%) Apache Tez
12 5 (1.89%) Java EE
12 5 (1.89%) JSON
12 5 (1.89%) Middleware
Miscellaneous
1 19 (7.20%) Legacy Systems
2 15 (5.68%) Algorithms
2 15 (5.68%) Data Structures
3 13 (4.92%) Enterprise Software
4 10 (3.79%) Hedge funds
4 10 (3.79%) Public Cloud
5 9 (3.41%) Replication
6 7 (2.65%) Equities
7 6 (2.27%) Market Risk
8 5 (1.89%) Cloud Native
8 5 (1.89%) Self-Motivation
9 3 (1.14%) Analytical Mindset
9 3 (1.14%) Credit Risk
9 3 (1.14%) Data Protection Act
9 3 (1.14%) iPad
9 3 (1.14%) Management Information System
9 3 (1.14%) NHS
9 3 (1.14%) Smartphone
10 2 (0.76%) Hybrid Cloud
10 2 (0.76%) Life Science
Operating Systems
1 51 (19.32%) Linux
2 40 (15.15%) Unix
3 26 (9.85%) Windows
4 3 (1.14%) CentOS
4 3 (1.14%) Ubuntu
4 3 (1.14%) Windows Server
4 3 (1.14%) Windows Server 2012
Processes & Methodologies
1 113 (42.80%) Analytics
2 99 (37.50%) Agile
3 94 (35.61%) ETL
4 64 (24.24%) Data Modelling
5 63 (23.86%) Software Engineering
6 62 (23.48%) Data Science
7 61 (23.11%) CI/CD
8 53 (20.08%) Continuous Integration
9 51 (19.32%) Data Engineering
10 50 (18.94%) DevOps
11 46 (17.42%) Data Pipeline
12 45 (17.05%) Scrum
13 44 (16.67%) Visualisation
14 38 (14.39%) Business Intelligence
15 37 (14.02%) Data Analytics
16 35 (13.26%) Microservices
17 27 (10.23%) Machine Learning
18 24 (9.09%) Configuration Management
18 24 (9.09%) Data Ingestion
18 24 (9.09%) Migration
Programming Languages
1 168 (63.64%) Python
2 161 (60.98%) SQL
3 105 (39.77%) Java
4 77 (29.17%) Scala
5 42 (15.91%) Shell Script
6 32 (12.12%) R
7 28 (10.61%) PL/SQL
8 24 (9.09%) Perl
9 22 (8.33%) HiveQL
10 20 (7.58%) VBA
11 7 (2.65%) T-SQL
12 5 (1.89%) C++
13 4 (1.52%) C
14 3 (1.14%) Bash
14 3 (1.14%) Julia
14 3 (1.14%) MATLAB
14 3 (1.14%) XPath
15 2 (0.76%) Go
15 2 (0.76%) Kotlin
15 2 (0.76%) U-SQL
Qualifications
1 34 (12.88%) Security Cleared
2 31 (11.74%) SC Cleared
3 18 (6.82%) Degree
4 14 (5.30%) Computer Science Degree
5 7 (2.65%) Master's Degree
6 3 (1.14%) ISEB
6 3 (1.14%) ISTQB
6 3 (1.14%) ISTQB Foundation Certification
7 2 (0.76%) DV Cleared
8 1 (0.38%) AWS Certification
8 1 (0.38%) DBS Check
8 1 (0.38%) Sun Certification
Quality Assurance & Compliance
1 19 (7.20%) Data Quality
2 18 (6.82%) QA
3 12 (4.55%) GDPR
4 7 (2.65%) SLA
5 4 (1.52%) IFRS
6 3 (1.14%) IFRS 17
System Software
1 95 (35.98%) HDFS
2 28 (10.61%) Docker
3 25 (9.47%) Apache Flume
4 8 (3.03%) Apache ZooKeeper
5 2 (0.76%) Active Directory
Systems Management
1 37 (14.02%) Kubernetes
2 26 (9.85%) Hadoop YARN
3 10 (3.79%) Oozie
4 9 (3.41%) Ansible
5 8 (3.03%) Terraform
6 6 (2.27%) Kibana
7 4 (1.52%) Ambari
7 4 (1.52%) Argo
7 4 (1.52%) Grafana
8 3 (1.14%) logstash
9 2 (0.76%) Control-M
9 2 (0.76%) Opscode Chef
9 2 (0.76%) Puppet
10 1 (0.38%) Kubeflow
10 1 (0.38%) Prometheus
Vendors
1 61 (23.11%) Oracle
2 34 (12.88%) Cloudera
3 32 (12.12%) Talend
4 31 (11.74%) Google
5 30 (11.36%) Databricks
6 21 (7.95%) Informatica
7 13 (4.92%) Hortonworks
8 12 (4.55%) Netezza
8 12 (4.55%) SAP
9 10 (3.79%) Teradata
10 8 (3.03%) Microsoft
11 7 (2.65%) Salesforce.com
12 5 (1.89%) MapR
13 4 (1.52%) Ab Initio
13 4 (1.52%) MicroStrategy
14 3 (1.14%) Red Hat
14 3 (1.14%) ServiceNow
14 3 (1.14%) Solace
14 3 (1.14%) Splunk
14 3 (1.14%) TIBCO