Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 16 April 2021

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 16 April 2021 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
16 Apr 2021		 Same period 2020 Same period 2019
Rank 597 599 485
Rank change year-on-year +2 -114 +35
Permanent jobs citing Apache Hive 263 417 896
As % of all permanent jobs advertised in the UK 0.31% 0.37% 0.60%
As % of the Database & Business Intelligence category 1.18% 1.38% 2.12%
Number of salaries quoted 209 313 664
10th Percentile £47,500 £47,500 £48,075
25th Percentile £52,500 £55,500 £56,250
Median annual salary (50th Percentile) £70,000 £70,000 £72,500
Median % change year-on-year - -3.45% +3.57%
75th Percentile £92,750 £80,000 £90,000
90th Percentile £100,000 £94,600 £106,250
UK excluding London median annual salary £70,000 £60,000 £57,500
% change year-on-year +16.67% +4.35% +15.00%

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 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 22,216 30,154 42,221
As % of all permanent IT jobs advertised in the UK 26.46% 26.95% 28.40%
Number of salaries quoted 17,903 24,882 34,910
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £73,750 £72,500 £70,000
90th Percentile £88,750 £88,750 £85,000
UK excluding London median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - +5.88%

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 16 April 2021.

Salary histogram for Apache Hive in the UK

Apache Hive
Top 14 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 16 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
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
England +16 255 £70,000 - 41
London +17 147 £68,000 -6.21% 26
UK excluding London +39 112 £70,000 +16.67% 15
Work from Home -86 67 £85,500 +14.00% 4
South West +38 34 £75,000 +76.47%
North of England +35 27 £55,000 +0.60% 3
Midlands +5 21 £60,000 -17.24% 4
South East +59 20 £70,000 +33.33% 4
North West +40 16 £55,000 +18.84% 3
West Midlands +6 11 £90,000 +50.00% 4
Yorkshire +2 11 £55,000 -
East Midlands -16 10 £55,500 -23.45%
Scotland +3 7 £47,500 -24.00% 1
East of England +34 3 £55,000 -26.67% 3

For the 6 months to 16 April 2021, 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.

1 222 (84.41%) Hadoop
2 182 (69.20%) Python
3 167 (63.50%) SQL
4 165 (62.74%) Apache Spark
5 157 (59.70%) Big Data
6 144 (54.75%) Azure
7 128 (48.67%) AWS
8 112 (42.59%) Java
9 109 (41.44%) NoSQL
10 105 (39.92%) Kafka
11 88 (33.46%) ETL
12 86 (32.70%) Kubernetes
13 83 (31.56%) JavaScript
14 82 (31.18%) Software Engineering
15 77 (29.28%) Analytics
16 75 (28.52%) Docker
17 67 (25.48%) GCP
18 66 (25.10%) Scala
19 65 (24.71%) MongoDB
20 64 (24.33%) DevOps
21 63 (23.95%) Agile Software Development
22 62 (23.57%) HDFS
23 61 (23.19%) C#
24 60 (22.81%) Node.js
25 58 (22.05%) AngularJS
25 58 (22.05%) React
26 53 (20.15%) Data Engineering
27 52 (19.77%) Terraform
27 52 (19.77%) Data Lake
27 52 (19.77%) Impala

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
1 165 (62.74%) Apache Spark
2 40 (15.21%) Apache
3 27 (10.27%) Apache Airflow
4 22 (8.37%) SAS
5 14 (5.32%) Elasticsearch
6 4 (1.52%) Apache Pig
7 2 (0.76%) Confluence
7 2 (0.76%) JBoss
7 2 (0.76%) Jupyter
7 2 (0.76%) Luigi
7 2 (0.76%) Oracle SOA Suite
7 2 (0.76%) Tomcat
7 2 (0.76%) WebSphere
Applications
1 6 (2.28%) Gephi
Cloud Services
1 144 (54.75%) Azure
2 128 (48.67%) AWS
3 67 (25.48%) GCP
4 28 (10.65%) Power Platform
5 22 (8.37%) Amazon S3
6 12 (4.56%) Amazon Kinesis
7 10 (3.80%) Amazon EMR
8 8 (3.04%) Cloud Computing
9 5 (1.90%) Azure Data Factory
10 4 (1.52%) PaaS
10 4 (1.52%) SaaS
11 3 (1.14%) AWS Lambda
11 3 (1.14%) Serverless
12 2 (0.76%) AWS Data Pipeline
12 2 (0.76%) IaaS
13 1 (0.38%) Amazon Cognito
13 1 (0.38%) Amazon ECS
13 1 (0.38%) Amazon SQS
13 1 (0.38%) AWS CloudFormation
13 1 (0.38%) Azure Machine Learning
Communications & Networking
1 11 (4.18%) FTP
1 11 (4.18%) HTTP
2 9 (3.42%) Firewall
2 9 (3.42%) VPN
3 6 (2.28%) DNS
3 6 (2.28%) Ethernet
3 6 (2.28%) Intrusion Detection
3 6 (2.28%) MPLS
3 6 (2.28%) SSL
3 6 (2.28%) Wireless
4 3 (1.14%) 802.11
4 3 (1.14%) DMZ
4 3 (1.14%) Fibre Channel
4 3 (1.14%) LAN
4 3 (1.14%) Reverse Proxy
4 3 (1.14%) SAN
4 3 (1.14%) SNMP
4 3 (1.14%) SSH
4 3 (1.14%) TCP/IP
4 3 (1.14%) WAN
Database & Business Intelligence
1 222 (84.41%) Hadoop
2 157 (59.70%) Big Data
3 109 (41.44%) NoSQL
4 65 (24.71%) MongoDB
5 52 (19.77%) Data Lake
5 52 (19.77%) Impala
6 46 (17.49%) HBase
7 36 (13.69%) Data Warehouse
8 28 (10.65%) Power BI
9 25 (9.51%) SQL Server
10 24 (9.13%) Pentaho
11 22 (8.37%) Presto
12 21 (7.98%) Oracle Database
13 19 (7.22%) BusinessObjects
14 15 (5.70%) Enterprise Data Warehouse
14 15 (5.70%) PostgreSQL
14 15 (5.70%) Snowflake Schema
15 14 (5.32%) Amazon DynamoDB
15 14 (5.32%) Sqoop
15 14 (5.32%) Tableau
Development Applications
1 48 (18.25%) Git (software)
2 12 (4.56%) Jenkins
3 10 (3.80%) JIRA
3 10 (3.80%) Maven
4 8 (3.04%) ER Studio
4 8 (3.04%) ERwin
4 8 (3.04%) Subversion
5 6 (2.28%) Bitbucket
5 6 (2.28%) Bitbucket Server
5 6 (2.28%) git-flow
6 4 (1.52%) IntelliJ
7 2 (0.76%) Eclipse
7 2 (0.76%) IBM UrbanCode
7 2 (0.76%) Postman
7 2 (0.76%) SoapUI
8 1 (0.38%) GitLab
8 1 (0.38%) PowerDesigner
8 1 (0.38%) RStudio
8 1 (0.38%) SQL Server Management Studio (SSMS)
General
1 46 (17.49%) Finance
2 34 (12.93%) Banking
3 8 (3.04%) Retail
3 8 (3.04%) Retail Banking
4 7 (2.66%) Marketing
5 6 (2.28%) Legal
5 6 (2.28%) Telecoms
6 3 (1.14%) Front Office
6 3 (1.14%) Law
7 2 (0.76%) Back Office
7 2 (0.76%) Billing
7 2 (0.76%) Electronics
8 1 (0.38%) Games
8 1 (0.38%) Investment Banking
Job Titles
1 88 (33.46%) Developer
2 86 (32.70%) Data Engineer
3 45 (17.11%) Big Data Engineer
4 40 (15.21%) Full Stack Developer
5 39 (14.83%) Python Developer
6 38 (14.45%) JavaScript Developer
7 27 (10.27%) Architect
8 26 (9.89%) Java Developer
9 19 (7.22%) Data Architect
10 18 (6.84%) Senior Data Engineer
11 15 (5.70%) ETL Developer
11 15 (5.70%) Software Engineer
12 13 (4.94%) Big Data Architect
13 11 (4.18%) Analyst
14 10 (3.80%) AWS Engineer
14 10 (3.80%) Consultant
14 10 (3.80%) Data Consultant
14 10 (3.80%) Hadoop Engineer
14 10 (3.80%) Senior Developer
15 9 (3.42%) Python Engineer
Libraries, Frameworks & Software Standards
1 105 (39.92%) Kafka
2 60 (22.81%) Node.js
3 58 (22.05%) AngularJS
3 58 (22.05%) React
4 48 (18.25%) REST
5 41 (15.59%) Vue.js
6 39 (14.83%) KnockoutJS
7 26 (9.89%) HTML
8 24 (9.13%) CSS
9 17 (6.46%) HTML5
9 17 (6.46%) RESTful
10 15 (5.70%) Web Services
11 13 (4.94%) Apache NiFi
12 8 (3.04%) Apache Beam
12 8 (3.04%) RabbitMQ
13 7 (2.66%) Ajax
14 6 (2.28%) ActiveMQ
14 6 (2.28%) Elastic Stack
14 6 (2.28%) Esper
14 6 (2.28%) PySpark
Miscellaneous
1 33 (12.55%) Analytical Skills
2 6 (2.28%) Analytical Mindset
2 6 (2.28%) Cyber Kill Chain
2 6 (2.28%) Greenfield Project
3 5 (1.90%) Algorithms
3 5 (1.90%) Management Information System
3 5 (1.90%) Virtual Team
4 4 (1.52%) Data Structures
4 4 (1.52%) Self-Motivation
4 4 (1.52%) Wiki
5 3 (1.14%) Enterprise Software
5 3 (1.14%) Social Media
6 2 (0.76%) Public Cloud
6 2 (0.76%) Replication
6 2 (0.76%) Semantic Web
6 2 (0.76%) User Experience
7 1 (0.38%) Equities
7 1 (0.38%) Fixed Income
7 1 (0.38%) Foreign Exchange (FX)
7 1 (0.38%) NHS
Operating Systems
1 25 (9.51%) Linux
1 25 (9.51%) Unix
2 7 (2.66%) Red Hat Enterprise Linux
3 6 (2.28%) Windows
4 3 (1.14%) CentOS
4 3 (1.14%) Oracle Linux
4 3 (1.14%) Ubuntu
Processes & Methodologies
1 88 (33.46%) ETL
2 82 (31.18%) Software Engineering
3 77 (29.28%) Analytics
4 64 (24.33%) DevOps
5 63 (23.95%) Agile Software Development
6 53 (20.15%) Data Engineering
7 48 (18.25%) Data Analytics
8 45 (17.11%) Fintech
9 40 (15.21%) Business Intelligence
10 38 (14.45%) Data Modelling
11 36 (13.69%) Computer Science
12 35 (13.31%) Artificial Intelligence
13 34 (12.93%) Data Science
14 30 (11.41%) Data Architecture
15 28 (10.65%) Data Transformation
16 26 (9.89%) Data Governance
16 26 (9.89%) Open Source
17 25 (9.51%) OO
18 24 (9.13%) Problem-Solving
19 23 (8.75%) Requirements Gathering
Programming Languages
1 182 (69.20%) Python
2 167 (63.50%) SQL
3 112 (42.59%) Java
4 83 (31.56%) JavaScript
5 66 (25.10%) Scala
6 61 (23.19%) C#
7 24 (9.13%) HiveQL
8 22 (8.37%) PHP
8 22 (8.37%) PL/SQL
9 20 (7.60%) Shell Script
10 17 (6.46%) ES6
10 17 (6.46%) Kotlin
10 17 (6.46%) TypeScript
11 14 (5.32%) Bash Shell
11 14 (5.32%) R
12 7 (2.66%) Go
13 6 (2.28%) C
13 6 (2.28%) Perl
14 3 (1.14%) C++
14 3 (1.14%) T-SQL
Qualifications
1 31 (11.79%) Degree
2 25 (9.51%) Computer Science Degree
3 10 (3.80%) Security Cleared
4 9 (3.42%) BPSS Clearance
5 6 (2.28%) CCNA
5 6 (2.28%) CEH
5 6 (2.28%) Cisco Certification
5 6 (2.28%) CISSP
5 6 (2.28%) CompTIA Security+
5 6 (2.28%) DV Cleared
5 6 (2.28%) GIAC
5 6 (2.28%) Linux+ Certification
5 6 (2.28%) MCSE
5 6 (2.28%) Microsoft Certification
5 6 (2.28%) Network+ Certification
5 6 (2.28%) SANS
5 6 (2.28%) SSCP
6 4 (1.52%) TOGAF Certification
7 3 (1.14%) PhD
8 2 (0.76%) SC Cleared
Quality Assurance & Compliance
1 5 (1.90%) Data Quality
1 5 (1.90%) SLA
2 4 (1.52%) QA
3 2 (0.76%) GDPR
System Software
1 75 (28.52%) Docker
2 62 (23.57%) HDFS
3 16 (6.08%) Apache Flume
4 10 (3.80%) Apache ZooKeeper
5 3 (1.14%) VMware Infrastructure
Systems Management
1 86 (32.70%) Kubernetes
2 52 (19.77%) Terraform
3 20 (7.60%) Hadoop YARN
4 19 (7.22%) Oozie
5 16 (6.08%) Ansible
6 12 (4.56%) Opscode Chef
6 12 (4.56%) Puppet
7 10 (3.80%) Nagios
8 7 (2.66%) Graphite
8 7 (2.66%) Opsview
9 6 (2.28%) Kibana
10 1 (0.38%) Failover Clustering
10 1 (0.38%) Grafana
10 1 (0.38%) Prometheus
Vendors
1 37 (14.07%) Cloudera
2 32 (12.17%) Google
3 28 (10.65%) Oracle
3 28 (10.65%) Talend
4 23 (8.75%) Informatica
5 19 (7.22%) Databricks
6 11 (4.18%) Teradata
7 9 (3.42%) Splunk
8 8 (3.04%) Salesforce.com
8 8 (3.04%) SAP
9 6 (2.28%) Ab Initio
9 6 (2.28%) BT
9 6 (2.28%) Microsoft
9 6 (2.28%) Yahoo!
10 5 (1.90%) Hortonworks
11 3 (1.14%) Cognos
11 3 (1.14%) Red Hat
11 3 (1.14%) VMware
12 2 (0.76%) Atlassian
12 2 (0.76%) MicroStrategy