Period
to 22 January 2022

The following table provides summary statistics for permanent job vacancies with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 22 January 2022 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
22 Jan 2022
Same period 2021 Same period 2020
Rank 708 555 550
Rank change year-on-year -153 -5 -50
Permanent jobs citing Apache Hive 383 230 574
As % of all permanent jobs advertised in the UK 0.30% 0.36% 0.45%
As % of the Database & Business Intelligence category 1.11% 1.32% 1.68%
Number of salaries quoted 209 157 473
10th Percentile £46,250 £42,500 £48,750
25th Percentile £51,250 £51,250 £56,250
Median annual salary (50th Percentile) £67,500 £65,000 £72,500
Median % change year-on-year +3.85% -10.34% +1.75%
75th Percentile £93,750 £78,750 £81,250
90th Percentile £120,000 £100,000 £104,750
UK excluding London median annual salary £60,000 £55,500 £60,000
% change year-on-year +8.11% -7.50% -

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 permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 34,540 17,447 34,211
As % of all permanent IT jobs advertised in the UK 26.80% 27.49% 27.12%
Number of salaries quoted 21,555 14,752 28,293
10th Percentile £36,250 £33,750 £32,000
25th Percentile £43,750 £41,250 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £71,250
90th Percentile £95,000 £87,500 £88,750
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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
Salary Trend

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

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

Salary distribution for jobs citing Apache Hive over the 6 months to 22 January 2022.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the UK over the 6 months to 22 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -128 344 £65,000 - 46
London -139 234 £76,250 +12.96% 20
UK excluding London -174 104 £60,000 +8.11% 28
Work from Home -187 49 £82,500 +10.00% 3
South East -93 29 £60,000 -7.69% 8
Midlands -88 24 £55,000 -0.90% 9
East of England -75 20 £46,250 -48.61% 4
West Midlands -61 16 £55,000 -26.67% 7
North of England -137 16 £76,250 +38.64% 4
North West -79 12 £76,250 +69.44% 3
East Midlands -59 8 £53,500 -3.60% 2
Scotland -68 7 £55,000 -8.33% 1
South West -58 4 £76,250 +1.67% 1
Yorkshire -83 4 - - 1
Northern Ireland - 4 £67,500 - 1

For the 6 months to 22 January 2022, IT 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 permanent job ads with a requirement for Apache Hive.

1 323 (84.33%) Hadoop
2 275 (71.80%) Python
3 274 (71.54%) Apache Spark
4 254 (66.32%) Big Data
5 241 (62.92%) SQL
6 197 (51.44%) Analytics
7 168 (43.86%) Agile Software Development
8 157 (40.99%) Java
9 153 (39.95%) ETL
10 149 (38.90%) AWS
11 124 (32.38%) Social Skills
12 122 (31.85%) Data Warehouse
13 115 (30.03%) Data Modelling
14 111 (28.98%) Azure
15 105 (27.42%) Kafka
15 105 (27.42%) Software Engineering
16 103 (26.89%) HBase
17 102 (26.63%) Data Science
18 95 (24.80%) GCP
19 93 (24.28%) Impala
20 90 (23.50%) Scala
21 85 (22.19%) HDFS
21 85 (22.19%) Data Management
22 81 (21.15%) Data Pipeline
23 77 (20.10%) Machine Learning
24 75 (19.58%) MySQL
24 75 (19.58%) Oracle
25 74 (19.32%) Stakeholder Management
26 73 (19.06%) Business Intelligence
27 72 (18.80%) Data Lake

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
1 274 (71.54%) Apache Spark
2 54 (14.10%) SAS
3 39 (10.18%) Apache
4 31 (8.09%) Apache Pig
5 25 (6.53%) Apache Airflow
6 14 (3.66%) Confluence
7 8 (2.09%) Apache Solr
7 8 (2.09%) Elasticsearch
8 5 (1.31%) Luigi
9 3 (0.78%) Cloud Foundry
9 3 (0.78%) GemFire
10 1 (0.26%) JBoss
10 1 (0.26%) Tomcat
Applications
1 5 (1.31%) Microsoft Excel
2 2 (0.52%) FileZilla
2 2 (0.52%) Spreadsheet
Business Applications
1 2 (0.52%) SAP S/4HANA
Cloud Services
1 149 (38.90%) AWS
2 111 (28.98%) Azure
3 95 (24.80%) GCP
4 48 (12.53%) Power Platform
5 37 (9.66%) Amazon S3
6 31 (8.09%) Amazon EMR
7 23 (6.01%) Azure Synapse Analytics
7 23 (6.01%) Serverless
8 19 (4.96%) Amazon Kinesis
8 19 (4.96%) IaaS
9 15 (3.92%) Azure Cosmos DB
10 14 (3.66%) Azure Data Factory
11 13 (3.39%) AWS Step Functions
11 13 (3.39%) PaaS
11 13 (3.39%) SaaS
11 13 (3.39%) Tricentis Tosca
12 11 (2.87%) AWS Lambda
12 11 (2.87%) Matillion
13 10 (2.61%) Snowflake
14 8 (2.09%) GitHub
Communications & Networking
1 23 (6.01%) Wireless
2 7 (1.83%) Internet
3 3 (0.78%) SMS
4 2 (0.52%) FTP
5 1 (0.26%) Broadband
5 1 (0.26%) Firewall
5 1 (0.26%) HTTP
5 1 (0.26%) Kerberos
5 1 (0.26%) SSL
5 1 (0.26%) TCP/IP
Database & Business Intelligence
1 323 (84.33%) Hadoop
2 254 (66.32%) Big Data
3 122 (31.85%) Data Warehouse
4 103 (26.89%) HBase
5 93 (24.28%) Impala
6 75 (19.58%) MySQL
7 72 (18.80%) Data Lake
8 68 (17.75%) NoSQL
9 67 (17.49%) Amazon Redshift
10 52 (13.58%) Relational Database
11 50 (13.05%) Pentaho
11 50 (13.05%) PostgreSQL
12 48 (12.53%) Power BI
13 42 (10.97%) Tableau
14 37 (9.66%) MongoDB
15 35 (9.14%) Apache Cassandra
16 32 (8.36%) RDBMS
17 31 (8.09%) BigQuery
18 26 (6.79%) Data Mining
19 25 (6.53%) SQL Server
Development Applications
1 40 (10.44%) Jenkins
2 31 (8.09%) Git (software)
3 25 (6.53%) GitLab
4 19 (4.96%) Bitbucket
5 15 (3.92%) JIRA
6 9 (2.35%) Sonatype Nexus
7 6 (1.57%) Eclipse
7 6 (1.57%) IntelliJ
7 6 (1.57%) RStudio
8 4 (1.04%) CircleCI
8 4 (1.04%) Postman
8 4 (1.04%) SoapUI
9 3 (0.78%) Appium
9 3 (0.78%) Cucumber
9 3 (0.78%) Cypress.io
9 3 (0.78%) Gradle
9 3 (0.78%) IBM UrbanCode
9 3 (0.78%) Protractor
9 3 (0.78%) SonarQube
9 3 (0.78%) Storybook
General
1 124 (32.38%) Social Skills
2 54 (14.10%) Finance
3 43 (11.23%) Analytical Skills
4 32 (8.36%) Banking
5 31 (8.09%) Inclusion and Diversity
6 24 (6.27%) Public Sector
7 19 (4.96%) Presentation Skills
8 18 (4.70%) Law
8 18 (4.70%) Marketing
9 12 (3.13%) Investment Banking
9 12 (3.13%) Retail
10 11 (2.87%) Games
11 9 (2.35%) Pharmaceutical
12 6 (1.57%) Advertising
12 6 (1.57%) Manufacturing
13 5 (1.31%) Legal
14 4 (1.04%) Retail Banking
15 3 (0.78%) Documentation Skills
16 2 (0.52%) Mandarin Language
16 2 (0.52%) Spanish Language
Job Titles
1 155 (40.47%) Data Engineer
2 42 (10.97%) Architect
2 42 (10.97%) Big Data Engineer
3 41 (10.70%) Developer
4 37 (9.66%) Data Manager
5 36 (9.40%) Data Architect
6 27 (7.05%) Data Scientist
6 27 (7.05%) Java Engineer
7 23 (6.01%) Python Engineer
8 22 (5.74%) AWS Engineer
9 21 (5.48%) Senior Data Engineer
10 20 (5.22%) Analyst
11 18 (4.70%) Hadoop Engineer
11 18 (4.70%) Scala Engineer
12 16 (4.18%) Software Engineer
13 15 (3.92%) Junior
14 14 (3.66%) Cloud Architect
14 14 (3.66%) Junior Data Engineer
15 13 (3.39%) Informatica Engineer
16 12 (3.13%) Graduate Java Engineer
Libraries, Frameworks & Software Standards
1 105 (27.42%) Kafka
2 36 (9.40%) PySpark
3 22 (5.74%) TensorFlow
4 19 (4.96%) React
5 14 (3.66%) RESTful
6 13 (3.39%) AngularJS
6 13 (3.39%) CSS
6 13 (3.39%) Spark Streaming
7 12 (3.13%) Apache NiFi
7 12 (3.13%) JSON
8 11 (2.87%) Shiny
9 10 (2.61%) Apache Avro
9 10 (2.61%) HTML
9 10 (2.61%) Node.js
9 10 (2.61%) Web Services
10 9 (2.35%) Keras
11 8 (2.09%) .NET
11 8 (2.09%) Flask
11 8 (2.09%) NumPy
12 7 (1.83%) ODBC
Miscellaneous
1 55 (14.36%) Algorithms
2 30 (7.83%) Data Structures
3 22 (5.74%) Virtual Team
4 18 (4.70%) Management Information System
5 10 (2.61%) User Experience
6 9 (2.35%) Greenfield Project
6 9 (2.35%) Life Science
6 9 (2.35%) Self-Motivation
7 8 (2.09%) Public Cloud
8 7 (1.83%) Cloud Native
9 6 (1.57%) Social Network
10 4 (1.04%) Hybrid Cloud
11 3 (0.78%) Foreign Exchange (FX)
11 3 (0.78%) Linux Command Line
11 3 (0.78%) Online Banking
11 3 (0.78%) Reference Data
11 3 (0.78%) Social Media
12 2 (0.52%) Credit Risk
12 2 (0.52%) Reinsurance
12 2 (0.52%) Renewable Energy
Operating Systems
1 64 (16.71%) Unix
2 24 (6.27%) Linux
3 4 (1.04%) DC/OS
4 2 (0.52%) Red Hat Enterprise Linux
4 2 (0.52%) Windows
5 1 (0.26%) Android
5 1 (0.26%) Apple iOS
5 1 (0.26%) Mac OS X
Processes & Methodologies
1 197 (51.44%) Analytics
2 168 (43.86%) Agile Software Development
3 153 (39.95%) ETL
4 115 (30.03%) Data Modelling
5 105 (27.42%) Software Engineering
6 102 (26.63%) Data Science
7 85 (22.19%) Data Management
8 81 (21.15%) Data Pipeline
9 77 (20.10%) Machine Learning
10 74 (19.32%) Stakeholder Management
11 73 (19.06%) Business Intelligence
12 68 (17.75%) CI/CD
13 67 (17.49%) Data Analytics
13 67 (17.49%) Data Governance
14 61 (15.93%) Data Analysis
14 61 (15.93%) Data Engineering
14 61 (15.93%) Visualisation
15 59 (15.40%) Artificial Intelligence
16 57 (14.88%) Data Ingestion
17 55 (14.36%) Computer Science
Programming Languages
1 275 (71.80%) Python
2 241 (62.92%) SQL
3 157 (40.99%) Java
4 90 (23.50%) Scala
5 63 (16.45%) R
6 44 (11.49%) PL/SQL
7 37 (9.66%) HiveQL
8 32 (8.36%) JavaScript
9 24 (6.27%) Shell Script
10 15 (3.92%) C#
11 9 (2.35%) Bash
12 8 (2.09%) C++
13 7 (1.83%) C
13 7 (1.83%) Groovy
13 7 (1.83%) MATLAB
14 6 (1.57%) PHP
15 5 (1.31%) Cypher
15 5 (1.31%) SPARQL
16 4 (1.04%) Clojure
16 4 (1.04%) Ruby
Qualifications
1 48 (12.53%) Degree
2 23 (6.01%) Computer Science Degree
3 16 (4.18%) Master's Degree
4 7 (1.83%) Security Cleared
5 6 (1.57%) SC Cleared
6 5 (1.31%) PhD
7 3 (0.78%) TOGAF Certification
8 1 (0.26%) BPSS Clearance
8 1 (0.26%) CCNA
8 1 (0.26%) Cisco Certification
8 1 (0.26%) CISSP
8 1 (0.26%) CompTIA Security+
8 1 (0.26%) DV Cleared
8 1 (0.26%) GIAC
8 1 (0.26%) Linux+ Certification
8 1 (0.26%) Microsoft Certification
8 1 (0.26%) Network+ Certification
8 1 (0.26%) Postgraduate
8 1 (0.26%) SANS
8 1 (0.26%) SSCP
Quality Assurance & Compliance
1 41 (10.70%) Data Quality
2 20 (5.22%) QA
3 5 (1.31%) Actionable Recommendations
4 3 (0.78%) GDPR
5 1 (0.26%) Dodd-Frank
5 1 (0.26%) EMIR
5 1 (0.26%) FATCA
5 1 (0.26%) MiFID
5 1 (0.26%) SLA
System Software
1 85 (22.19%) HDFS
2 45 (11.75%) Docker
3 16 (4.18%) Apache ZooKeeper
4 14 (3.66%) Apache Flume
5 3 (0.78%) VMware Infrastructure
6 1 (0.26%) vSphere
Systems Management
1 46 (12.01%) Kubernetes
2 36 (9.40%) Oozie
3 34 (8.88%) Ansible
4 19 (4.96%) Hadoop YARN
5 14 (3.66%) Opscode Chef
6 12 (3.13%) Terraform
7 11 (2.87%) Control-M
8 5 (1.31%) Mesos
9 4 (1.04%) Apache Brooklyn
9 4 (1.04%) Marathon
9 4 (1.04%) Puppet
10 2 (0.52%) Ambari
11 1 (0.26%) Salt
Vendors
1 75 (19.58%) Oracle
2 59 (15.40%) Databricks
3 57 (14.88%) Informatica
4 45 (11.75%) Talend
5 23 (6.01%) Hortonworks
6 22 (5.74%) Microsoft
7 21 (5.48%) Cloudera
8 18 (4.70%) StreamSets
9 17 (4.44%) Google
10 13 (3.39%) Teradata
11 12 (3.13%) Cognizant
12 9 (2.35%) MapR
13 7 (1.83%) Ab Initio
13 7 (1.83%) Splunk
14 6 (1.57%) Facebook
14 6 (1.57%) Marin
15 5 (1.31%) IBM
15 5 (1.31%) MicroStrategy
16 3 (0.78%) Sybase
16 3 (0.78%) VMware