Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 770 660 582
Rank change year-on-year -110 -78 -86
Permanent jobs citing Apache Hive 552 334 279
As % of all permanent jobs advertised in the UK 0.31% 0.31% 0.35%
As % of the Database & Business Intelligence category 1.11% 1.13% 1.30%
Number of salaries quoted 210 258 174
10th Percentile £50,000 £46,600 £47,500
25th Percentile £51,750 £55,000 £53,750
Median annual salary (50th Percentile) £70,000 £75,000 £70,000
Median % change year-on-year -6.67% +7.14% -3.45%
75th Percentile £87,875 £95,000 £80,000
90th Percentile £110,000 £100,000 £95,000
UK excluding London median annual salary £78,500 £71,250 £61,250
% change year-on-year +10.18% +16.33% +6.52%

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 49,874 29,569 21,435
As % of all permanent IT jobs advertised in the UK 27.77% 27.67% 27.16%
Number of salaries quoted 21,275 20,456 17,599
10th Percentile £36,250 £33,750 £32,500
25th Percentile £45,000 £42,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +8.91%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £90,000 £88,750
UK excluding London median annual salary £52,500 £48,000 £47,500
% change year-on-year +9.38% +1.05% +5.56%

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 1 July 2022.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 16 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 1 July 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 -90 480 £70,000 -6.67% 23
London -96 335 £70,000 -6.67% 15
Work from Home -178 201 £70,000 -12.50% 6
UK excluding London -145 131 £78,500 +10.18% 9
South East -75 37 £67,500 -3.57% 2
North of England -71 36 £85,000 +13.33% 1
East of England -77 30 £68,500 -16.97% 2
North West -63 24 £52,500 -41.67%
Midlands -83 15 £57,500 +1.77% 1
South West -52 12 £85,000 -0.61% 2
North East -10 10 £85,000 +49.35%
West Midlands -61 8 £57,500 -36.11% 1
East Midlands -57 7 - -
Scotland -73 3 £61,250 +28.95%
Yorkshire -58 2 - - 1
Northern Ireland -18 1 - - 1

For the 6 months to 1 July 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.

1 423 (76.63%) Hadoop
2 408 (73.91%) Apache Spark
3 382 (69.20%) Python
4 377 (68.30%) SQL
5 345 (62.50%) Big Data
6 331 (59.96%) AWS
7 287 (51.99%) Agile
8 249 (45.11%) Azure
9 236 (42.75%) Java
10 227 (41.12%) Analytics
11 218 (39.49%) Kafka
12 216 (39.13%) ETL
13 202 (36.59%) Data Science
14 193 (34.96%) Data Warehouse
15 191 (34.60%) Data Pipeline
16 183 (33.15%) NoSQL
17 182 (32.97%) Data Engineering
18 174 (31.52%) Data Lake
19 170 (30.80%) Scala
20 163 (29.53%) Business Intelligence
21 158 (28.62%) GCP
22 157 (28.44%) Data Modelling
23 155 (28.08%) Social Skills
24 137 (24.82%) Data Management
25 136 (24.64%) Databricks
26 123 (22.28%) Software Engineering
27 121 (21.92%) Algorithms
28 118 (21.38%) CI/CD
29 117 (21.20%) Apache Airflow
30 114 (20.65%) Amazon S3

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
1 408 (73.91%) Apache Spark
2 117 (21.20%) Apache Airflow
3 99 (17.93%) Apache
4 43 (7.79%) Apache Pig
5 41 (7.43%) SAS
6 8 (1.45%) Apache Solr
7 4 (0.72%) Tomcat
8 3 (0.54%) Confluence
9 2 (0.36%) Luigi
Applications
1 7 (1.27%) Campfire
2 4 (0.72%) Microsoft Excel
2 4 (0.72%) SPSS
3 2 (0.36%) FileZilla
4 1 (0.18%) Gephi
Cloud Services
1 331 (59.96%) AWS
2 249 (45.11%) Azure
3 158 (28.62%) GCP
4 114 (20.65%) Amazon S3
5 87 (15.76%) Snowflake
6 80 (14.49%) Power Platform
7 78 (14.13%) Amazon Kinesis
8 47 (8.51%) Amazon EMR
9 42 (7.61%) Azure Synapse Analytics
10 36 (6.52%) Azure Data Factory
11 32 (5.80%) Serverless
12 27 (4.89%) Cloud Computing
13 22 (3.99%) AWS Lambda
14 20 (3.62%) GitHub
15 18 (3.26%) Google Data Studio
16 17 (3.08%) SaaS
17 15 (2.72%) AWS Step Functions
17 15 (2.72%) Azure DevOps
18 12 (2.17%) Amazon EC2
19 11 (1.99%) AWS Data Pipeline
Communications & Networking
1 10 (1.81%) Kerberos
2 7 (1.27%) Broadband
3 2 (0.36%) FTP
3 2 (0.36%) Internet
4 1 (0.18%) DNS
4 1 (0.18%) Wireless
Database & Business Intelligence
1 423 (76.63%) Hadoop
2 345 (62.50%) Big Data
3 193 (34.96%) Data Warehouse
4 183 (33.15%) NoSQL
5 174 (31.52%) Data Lake
6 101 (18.30%) Tableau
7 98 (17.75%) Amazon Redshift
8 89 (16.12%) HBase
9 80 (14.49%) Power BI
10 78 (14.13%) Amazon Athena
11 77 (13.95%) Sqoop
12 65 (11.78%) BigQuery
13 62 (11.23%) Flink
13 62 (11.23%) Presto
14 60 (10.87%) Relational Database
15 59 (10.69%) SQL Server
16 47 (8.51%) PostgreSQL
17 46 (8.33%) Data Mining
18 43 (7.79%) MySQL
19 39 (7.07%) Elasticsearch
Development Applications
1 82 (14.86%) Git (software)
2 74 (13.41%) Jenkins
3 41 (7.43%) CircleCI
4 13 (2.36%) ERwin
5 12 (2.17%) JIRA
6 11 (1.99%) Cucumber
6 11 (1.99%) IBM UrbanCode
7 9 (1.63%) ER Studio
7 9 (1.63%) PowerDesigner
8 7 (1.27%) SQL Server Management Studio (SSMS)
9 6 (1.09%) Maven
10 5 (0.91%) Atlassian Bamboo
10 5 (0.91%) GitLab
11 4 (0.72%) Bitbucket
11 4 (0.72%) Hudson
11 4 (0.72%) IntelliJ
11 4 (0.72%) Selenium
12 3 (0.54%) Artifactory
12 3 (0.54%) Gradle
12 3 (0.54%) TestNG
General
1 155 (28.08%) Social Skills
2 98 (17.75%) Finance
3 97 (17.57%) Analytical Skills
4 74 (13.41%) Inclusion and Diversity
5 67 (12.14%) Banking
6 47 (8.51%) Marketing
7 41 (7.43%) Retail
8 25 (4.53%) Advertising
9 18 (3.26%) Legal
10 15 (2.72%) Public Sector
11 14 (2.54%) Games
12 11 (1.99%) Automotive
13 7 (1.27%) Manufacturing
14 6 (1.09%) Financial Institution
15 3 (0.54%) Law
15 3 (0.54%) Mandarin Language
15 3 (0.54%) Wholesale Banking
16 2 (0.36%) Investment Banking
16 2 (0.36%) Organisational Skills
16 2 (0.36%) Presentation Skills
Job Titles
1 247 (44.75%) Data Engineer
2 65 (11.78%) Data Manager
3 53 (9.60%) Analyst
4 52 (9.42%) Senior Data Engineer
5 47 (8.51%) Senior Analyst
6 42 (7.61%) Java Engineer
7 40 (7.25%) Big Data Engineer
8 36 (6.52%) Software Engineer
9 30 (5.43%) AWS Data Engineer
9 30 (5.43%) AWS Engineer
9 30 (5.43%) Data Scientist
10 27 (4.89%) Hadoop Engineer
10 27 (4.89%) Python Engineer
11 26 (4.71%) Data Analyst
12 24 (4.35%) Business Intelligence Analyst
12 24 (4.35%) Senior Business Intelligence Analyst
13 23 (4.17%) Senior Data Analyst
14 22 (3.99%) Architect
14 22 (3.99%) Data Architect
14 22 (3.99%) Developer
Libraries, Frameworks & Software Standards
1 218 (39.49%) Kafka
2 92 (16.67%) PySpark
3 69 (12.50%) Spark Streaming
4 45 (8.15%) OAuth
5 39 (7.07%) Apache NiFi
6 35 (6.34%) TensorFlow
7 29 (5.25%) RESTful
8 27 (4.89%) Apache Beam
9 18 (3.26%) Hibernate
10 16 (2.90%) RabbitMQ
10 16 (2.90%) Web Services
11 10 (1.81%) ggplot
12 9 (1.63%) React
13 8 (1.45%) XSLT
14 7 (1.27%) .NET
14 7 (1.27%) D3.js
14 7 (1.27%) REST
14 7 (1.27%) Spring
15 6 (1.09%) NumPy
15 6 (1.09%) Spring Boot
Miscellaneous
1 121 (21.92%) Algorithms
2 74 (13.41%) Data Structures
3 53 (9.60%) Greenfield Project
4 27 (4.89%) Self-Motivation
5 21 (3.80%) Cloud Native
5 21 (3.80%) Sports Betting
6 17 (3.08%) User Experience
7 15 (2.72%) Renewable Energy
8 14 (2.54%) Replication
9 11 (1.99%) Educational Technology
9 11 (1.99%) Virtual Team
10 10 (1.81%) Blockchain
10 10 (1.81%) Derivative
11 9 (1.63%) Tandem
12 8 (1.45%) Hybrid Cloud
12 8 (1.45%) Management Information System
12 8 (1.45%) Public Cloud
13 7 (1.27%) Reinsurance
14 6 (1.09%) Digital Currency
14 6 (1.09%) IoT
Operating Systems
1 51 (9.24%) Linux
2 42 (7.61%) Unix
3 8 (1.45%) Red Hat Enterprise Linux
3 8 (1.45%) Windows
4 2 (0.36%) Mac OS X
Processes & Methodologies
1 287 (51.99%) Agile
2 227 (41.12%) Analytics
3 216 (39.13%) ETL
4 202 (36.59%) Data Science
5 191 (34.60%) Data Pipeline
6 182 (32.97%) Data Engineering
7 163 (29.53%) Business Intelligence
8 157 (28.44%) Data Modelling
9 137 (24.82%) Data Management
10 123 (22.28%) Software Engineering
11 118 (21.38%) CI/CD
12 110 (19.93%) Data Analysis
13 109 (19.75%) Data Governance
14 104 (18.84%) Visualisation
15 99 (17.93%) SDLC
16 95 (17.21%) Data Analytics
17 94 (17.03%) Customer-Centricity
18 93 (16.85%) Machine Learning
19 87 (15.76%) Decision-Making
19 87 (15.76%) Risk Management
Programming Languages
1 382 (69.20%) Python
2 377 (68.30%) SQL
3 236 (42.75%) Java
4 170 (30.80%) Scala
5 83 (15.04%) R
6 30 (5.43%) C#
7 28 (5.07%) Bash
7 28 (5.07%) Shell Script
8 27 (4.89%) C++
9 24 (4.35%) T-SQL
10 23 (4.17%) HiveQL
11 22 (3.99%) PL/SQL
12 20 (3.62%) JavaScript
13 16 (2.90%) Perl
13 16 (2.90%) PowerShell
14 15 (2.72%) Go
15 14 (2.54%) PHP
16 10 (1.81%) MATLAB
17 9 (1.63%) U-SQL
18 8 (1.45%) Kotlin
Qualifications
1 81 (14.67%) Degree
2 22 (3.99%) Computer Science Degree
3 19 (3.44%) Master's Degree
4 12 (2.17%) Security Cleared
5 10 (1.81%) SC Cleared
6 9 (1.63%) AWS Certification
6 9 (1.63%) PhD
7 2 (0.36%) FFIEC
7 2 (0.36%) PMI Certification
7 2 (0.36%) PMP
Quality Assurance & Compliance
1 108 (19.57%) Data Quality
2 18 (3.26%) GDPR
3 14 (2.54%) QA
4 7 (1.27%) SLA
5 2 (0.36%) GLBA
5 2 (0.36%) IFRS
5 2 (0.36%) NIST
5 2 (0.36%) PCI DSS
System Software
1 75 (13.59%) Docker
2 72 (13.04%) Apache Flume
3 61 (11.05%) HDFS
4 37 (6.70%) Apache ZooKeeper
Systems Management
1 84 (15.22%) Terraform
2 76 (13.77%) Oozie
3 52 (9.42%) Kubernetes
4 38 (6.88%) Hadoop YARN
5 23 (4.17%) Opscode Chef
6 20 (3.62%) Ansible
7 14 (2.54%) Failover Clustering
8 13 (2.36%) Puppet
9 7 (1.27%) Control-M
10 4 (0.72%) Docker Swarm
10 4 (0.72%) Kibana
10 4 (0.72%) logstash
10 4 (0.72%) Single Sign-On
11 2 (0.36%) Ambari
Vendors
1 136 (24.64%) Databricks
2 55 (9.96%) Cloudera
3 53 (9.60%) Oracle
4 36 (6.52%) Google
5 30 (5.43%) Informatica
6 26 (4.71%) Talend
7 21 (3.80%) Microsoft
8 18 (3.26%) Marin
9 15 (2.72%) Teradata
10 12 (2.17%) Hortonworks
11 9 (1.63%) Facebook
12 5 (0.91%) SAP
12 5 (0.91%) StreamSets
13 4 (0.72%) Alteryx
13 4 (0.72%) MicroStrategy
13 4 (0.72%) Salesforce.com
14 3 (0.54%) Netezza
14 3 (0.54%) Reuters
15 2 (0.36%) Amplitude
15 2 (0.36%) New Relic