Period
to 25 May 2018

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 25 May 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
UK
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 502 538 582
Rank change year-on-year +36 +44 +143
Permanent jobs citing Apache Hive 960 831 900
As % of all permanent IT jobs advertised in the UK 0.55% 0.49% 0.45%
As % of the Database & Business Intelligence category 1.80% 1.59% 1.45%
Number of salaries quoted 677 638 651
UK median annual salary £70,000 £65,000 £67,500
Median salary % change year-on-year +7.69% -3.70% +12.50%
10th Percentile £41,250 £41,250 £42,500
90th Percentile £100,000 £102,500 £97,500
UK excluding London median annual salary £54,500 £55,000 £57,500
% change year-on-year -0.91% -4.35% +22.34%

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 53,402 52,298 62,134
As % of all permanent IT jobs advertised in the UK 30.71% 30.94% 30.95%
Number of salaries quoted 43,823 44,406 52,846
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £44,500 £42,000 £41,500
% change year-on-year +5.95% +1.20% +3.75%

Apache Hive
Job Vacancy Trend

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

Job vacancy trend for Apache Hive in the UK

Apache Hive
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive.

Salary trend for Apache Hive in the UK

Apache Hive
Salary Histogram

The salary distribution of IT jobs citing Apache Hive over the 6 months to 25 May 2018.

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 25 May 2018. 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 +35 915 £70,000 +7.69% 108
London +43 614 £80,000 +14.29% 61
UK excluding London +8 335 £54,500 -0.91% 62
South East +4 137 £60,000 -5.88% 16
East of England +29 54 £61,500 +26.15% 8
North of England -39 54 £50,000 -4.76% 12
South West -18 46 £50,000 +6.38% 7
Yorkshire +39 29 £50,000 +17.65% 7
Scotland -54 28 £51,250 -33.87% 13
North West -70 22 £50,000 -5.66% 5
Midlands -5 10 £60,750 +1.25% 4
Wales +9 6 £51,250 +48.55% 2
West Midlands -2 6 £67,500 +12.50% 3
East Midlands +1 4 £54,000 +24.14% 1
North East -26 3 £67,500 +50.00%

For the 6 months to 25 May 2018, 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.

1 860 (89.58%) Hadoop
2 783 (81.56%) Big Data
3 686 (71.46%) Apache Spark
4 578 (60.21%) Python
5 482 (50.21%) Java
6 415 (43.23%) Analytics
7 387 (40.31%) SQL
8 340 (35.42%) Scala
9 338 (35.21%) HBase
10 320 (33.33%) Kafka
11 308 (32.08%) Agile Software Development
12 290 (30.21%) HDFS
13 287 (29.90%) Impala
14 283 (29.48%) Data Science
14 283 (29.48%) ETL
15 264 (27.50%) MapReduce
16 241 (25.10%) Amazon AWS
17 232 (24.17%) Apache Pig
18 224 (23.33%) Machine Learning
19 221 (23.02%) Linux
20 205 (21.35%) Cloudera
21 201 (20.94%) R
22 194 (20.21%) Apache Cassandra
22 194 (20.21%) Data Warehouse
23 189 (19.69%) Visualisation
24 182 (18.96%) Apache Flume
25 175 (18.23%) Tableau
26 174 (18.13%) NoSQL
26 174 (18.13%) Sqoop
27 171 (17.81%) Hadoop YARN

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
1 686 (71.46%) Apache Spark
2 232 (24.17%) Apache Pig
3 113 (11.77%) Elasticsearch
4 92 (9.58%) Apache
5 88 (9.17%) Apache Solr
6 67 (6.98%) SAS
7 12 (1.25%) Confluence
8 10 (1.04%) OpenStack
8 10 (1.04%) Tomcat
9 9 (0.94%) SharePoint
10 7 (0.73%) JBoss
10 7 (0.73%) WebSphere
11 6 (0.63%) Apache Geronimo
11 6 (0.63%) GlassFish
12 5 (0.52%) WebLogic
13 4 (0.42%) BizTalk Server
13 4 (0.42%) nginx
13 4 (0.42%) Oracle SOA Suite
13 4 (0.42%) Oracle Workflow
14 2 (0.21%) Apache Airflow
Applications
1 21 (2.19%) SPSS
2 15 (1.56%) Microsoft Excel
3 14 (1.46%) GNU Octave
3 14 (1.46%) MS Visio
4 10 (1.04%) Weka
5 4 (0.42%) Mathematica
6 2 (0.21%) Chatbot
7 1 (0.10%) CPLEX
7 1 (0.10%) Microsoft PowerPoint
7 1 (0.10%) SPSS Modeler
Business Applications
1 5 (0.52%) SAP ERP
1 5 (0.52%) SAP InfiniteInsight
2 4 (0.42%) Dynamics CRM
2 4 (0.42%) Oracle 11i
2 4 (0.42%) Oracle Assets
2 4 (0.42%) Oracle EBS
2 4 (0.42%) Oracle EBS R12
2 4 (0.42%) Oracle General Ledger
2 4 (0.42%) Oracle iProcurement
2 4 (0.42%) Oracle Payables
2 4 (0.42%) Oracle Receivables
3 1 (0.10%) WebTrends
Cloud Services
1 241 (25.10%) Amazon AWS
2 148 (15.42%) Microsoft Azure
3 59 (6.15%) Amazon EMR
4 48 (5.00%) GitHub
4 48 (5.00%) Google Cloud Platform
5 37 (3.85%) Amazon Kinesis
6 26 (2.71%) AWS Lambda
7 25 (2.60%) Serverless
8 23 (2.40%) Amazon S3
9 15 (1.56%) Azure Machine Learning
10 12 (1.25%) Google Analytics
11 10 (1.04%) Amazon EC2
12 8 (0.83%) Cloud Computing
12 8 (0.83%) Cortana Intelligence Suite
13 7 (0.73%) PaaS
14 6 (0.63%) AWS CloudFormation
14 6 (0.63%) CloudFront
14 6 (0.63%) Virtual Private Cloud
15 5 (0.52%) Amazon ELB
15 5 (0.52%) IaaS
Communications & Networking
1 31 (3.23%) HTTP
1 31 (3.23%) Kerberos
2 29 (3.02%) Firewall
3 22 (2.29%) TCP/IP
4 20 (2.08%) SSL
5 11 (1.15%) Network Security
6 7 (0.73%) Internet
7 3 (0.31%) DNS
8 2 (0.21%) GPRS
8 2 (0.21%) GSM
8 2 (0.21%) LTE
8 2 (0.21%) Radio Access Network
8 2 (0.21%) UMTS
8 2 (0.21%) Wireless
9 1 (0.10%) Broadband
9 1 (0.10%) DSL
9 1 (0.10%) Wireshark
Database & Business Intelligence
1 860 (89.58%) Hadoop
2 783 (81.56%) Big Data
3 338 (35.21%) HBase
4 287 (29.90%) Impala
5 194 (20.21%) Apache Cassandra
5 194 (20.21%) Data Warehouse
6 174 (18.13%) NoSQL
6 174 (18.13%) Sqoop
7 145 (15.10%) MongoDB
8 136 (14.17%) Relational Database
9 124 (12.92%) SQL Server
10 105 (10.94%) Data Lake
11 82 (8.54%) MySQL
12 81 (8.44%) Amazon Redshift
12 81 (8.44%) Data Mining
13 72 (7.50%) PostgreSQL
14 67 (6.98%) Power BI
15 62 (6.46%) QlikView
16 57 (5.94%) Flink
16 57 (5.94%) RDBMS
Development Applications
1 99 (10.31%) Jenkins
2 95 (9.90%) Git (software)
3 66 (6.88%) JIRA
4 47 (4.90%) TeamCity
5 25 (2.60%) git-flow
6 24 (2.50%) Selenium
7 21 (2.19%) Atlassian Bamboo
7 21 (2.19%) Bitbucket
8 18 (1.88%) CodeSonar
8 18 (1.88%) Robot Framework
9 16 (1.67%) JUnit
9 16 (1.67%) Maven
9 16 (1.67%) RStudio
10 11 (1.15%) GitLab
10 11 (1.15%) Subversion
11 9 (0.94%) CA Release Automation
12 8 (0.83%) Ant
12 8 (0.83%) Sonatype Nexus
13 6 (0.63%) Team Foundation Server
14 5 (0.52%) ERwin
General
1 156 (16.25%) Finance
2 73 (7.60%) Marketing
3 62 (6.46%) Retail
4 41 (4.27%) Telecoms
5 34 (3.54%) Banking
6 18 (1.88%) Investment Banking
7 16 (1.67%) Electronics
8 14 (1.46%) Financial Institution
8 14 (1.46%) Front Office
8 14 (1.46%) Games
9 11 (1.15%) Manufacturing
10 8 (0.83%) Advertising
10 8 (0.83%) Automotive
10 8 (0.83%) Military
11 7 (0.73%) Pharmaceutical
12 5 (0.52%) Legal
13 4 (0.42%) Billing
14 3 (0.31%) Law
15 1 (0.10%) Aerospace
15 1 (0.10%) Brand Awareness
Job Titles
1 323 (33.65%) Data Engineer
2 214 (22.29%) Big Data Engineer
3 158 (16.46%) Architect
4 156 (16.25%) Developer
5 137 (14.27%) Data Architect
6 108 (11.25%) Data Scientist
6 108 (11.25%) Hadoop Engineer
7 96 (10.00%) Big Data Architect
8 75 (7.81%) Senior Data Engineer
9 69 (7.19%) Software Engineer
10 57 (5.94%) Java Developer
11 51 (5.31%) Big Data Developer
12 47 (4.90%) Senior Hadoop Engineer
13 45 (4.69%) Senior Data Scientist
14 44 (4.58%) Java Engineer
15 30 (3.13%) Java Software Engineer
16 29 (3.02%) Consultant
17 25 (2.60%) AWS Engineer
18 24 (2.50%) Hadoop Developer
18 24 (2.50%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 320 (33.33%) Kafka
2 76 (7.92%) MLlib
3 75 (7.81%) TensorFlow
4 71 (7.40%) Web Services
5 67 (6.98%) Pandas
6 63 (6.56%) Java EE
7 53 (5.52%) REST
7 53 (5.52%) Spark Streaming
8 45 (4.69%) .NET
8 45 (4.69%) NumPy
9 42 (4.38%) Node.js
10 40 (4.17%) Spring
11 37 (3.85%) Natural Language Processing
12 36 (3.75%) RabbitMQ
13 35 (3.65%) SOAP
14 34 (3.54%) Keras
15 32 (3.33%) Akka
16 29 (3.02%) scikit-learn
17 27 (2.81%) AngularJS
18 26 (2.71%) HTML
Miscellaneous
1 141 (14.69%) Computer Science
2 117 (12.19%) Analytical Skills
3 90 (9.38%) Fintech
4 61 (6.35%) Algorithms
5 53 (5.52%) User Experience
6 49 (5.10%) Data Structures
7 32 (3.33%) Greenfield Project
8 28 (2.92%) Clustering
9 21 (2.19%) Management Information System
10 18 (1.88%) Linux Command Line
11 16 (1.67%) Cyberthreat
12 13 (1.35%) Replication
12 13 (1.35%) Tandem
13 11 (1.15%) Enterprise Software
14 10 (1.04%) Self-Motivation
14 10 (1.04%) Taxonomies
15 9 (0.94%) PKI
16 8 (0.83%) Analytical Mindset
16 8 (0.83%) DataPower
16 8 (0.83%) Virtual Team
Operating Systems
1 221 (23.02%) Linux
2 88 (9.17%) Unix
3 40 (4.17%) Windows
4 22 (2.29%) Android
4 22 (2.29%) Apple iOS
5 20 (2.08%) Mac OS X
6 7 (0.73%) CentOS
7 6 (0.63%) Ubuntu
8 5 (0.52%) Amazon Linux
8 5 (0.52%) Red Hat Enterprise Linux
9 2 (0.21%) Mac OS
9 2 (0.21%) VMS
10 1 (0.10%) Mesosphere
10 1 (0.10%) Windows Server
10 1 (0.10%) Windows Server 2008
Processes & Methodologies
1 415 (43.23%) Analytics
2 308 (32.08%) Agile Software Development
3 283 (29.48%) Data Science
3 283 (29.48%) ETL
4 264 (27.50%) MapReduce
5 224 (23.33%) Machine Learning
6 189 (19.69%) Visualisation
7 163 (16.98%) Business Intelligence
8 155 (16.15%) Software Engineering
9 146 (15.21%) Data Modelling
10 142 (14.79%) DevOps
11 136 (14.17%) Data Analytics
12 125 (13.02%) Data Engineering
13 124 (12.92%) Scrum
14 109 (11.35%) Data Visualisation
15 96 (10.00%) Mathematics
16 81 (8.44%) Statistics
17 80 (8.33%) Artificial Intelligence
17 80 (8.33%) Continuous Integration
18 76 (7.92%) Data Analysis
Programming Languages
1 578 (60.21%) Python
2 482 (50.21%) Java
3 387 (40.31%) SQL
4 340 (35.42%) Scala
5 201 (20.94%) R
6 103 (10.73%) C++
7 102 (10.63%) C#
8 77 (8.02%) Bash Shell
9 73 (7.60%) C
10 72 (7.50%) JavaScript
11 60 (6.25%) Go
12 53 (5.52%) Shell Script
13 52 (5.42%) Perl
14 45 (4.69%) MATLAB
15 36 (3.75%) PL/SQL
16 30 (3.13%) PHP
17 26 (2.71%) T-SQL
18 22 (2.29%) Ruby
19 19 (1.98%) HiveQL
19 19 (1.98%) Java 8
Qualifications
1 146 (15.21%) Degree
2 51 (5.31%) Security Cleared
3 48 (5.00%) PhD
4 40 (4.17%) DV Cleared
5 37 (3.85%) Numerate Degree
6 30 (3.13%) Computer Science Degree
7 25 (2.60%) Master's Degree
8 21 (2.19%) Microsoft Certification
9 19 (1.98%) CCNA
9 19 (1.98%) Cisco Certification
9 19 (1.98%) CISSP
9 19 (1.98%) GIAC
9 19 (1.98%) Linux+ Certification
9 19 (1.98%) MCSE
9 19 (1.98%) Network+ Certification
9 19 (1.98%) SANS
9 19 (1.98%) SSCP
10 17 (1.77%) CompTIA Security+
11 4 (0.42%) ISTQB
11 4 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 54 (5.63%) Data Quality
2 28 (2.92%) QA
3 8 (0.83%) Solvency II
4 7 (0.73%) GCP
4 7 (0.73%) GDPR
5 4 (0.42%) EMIR
5 4 (0.42%) MiFID
6 3 (0.31%) ISO 9001
6 3 (0.31%) SLA
7 2 (0.21%) Dodd-Frank
7 2 (0.21%) FATCA
8 1 (0.10%) HIPAA
8 1 (0.10%) Sarbanes-Oxley
System Software
1 290 (30.21%) HDFS
2 182 (18.96%) Apache Flume
3 113 (11.77%) Docker
4 34 (3.54%) Apache ZooKeeper
5 19 (1.98%) Active Directory
6 18 (1.88%) vSphere
7 17 (1.77%) Virtual Machines
8 14 (1.46%) Hyper-V
9 9 (0.94%) VMware Infrastructure
10 3 (0.31%) Oracle RAC
11 1 (0.10%) Cronacle
Systems Management
1 171 (17.81%) Hadoop YARN
2 133 (13.85%) Oozie
3 50 (5.21%) Puppet
4 41 (4.27%) Kubernetes
5 40 (4.17%) Mesos
6 38 (3.96%) Ansible
7 28 (2.92%) Terraform
8 22 (2.29%) Ambari
9 19 (1.98%) Kibana
9 19 (1.98%) Opscode Chef
9 19 (1.98%) Salt
10 3 (0.31%) Data Guard
10 3 (0.31%) Docker Swarm
10 3 (0.31%) Oracle RMAN
10 3 (0.31%) Prometheus
10 3 (0.31%) Red Hat Spacewalk
11 2 (0.21%) Simian Army
12 1 (0.10%) Apache Slider
12 1 (0.10%) Grafana
12 1 (0.10%) Marathon
Vendors
1 205 (21.35%) Cloudera
2 175 (18.23%) Tableau
3 135 (14.06%) Hortonworks
3 135 (14.06%) Oracle
4 93 (9.69%) Google
5 83 (8.65%) Microsoft
6 69 (7.19%) WorldPay
7 64 (6.67%) Talend
8 56 (5.83%) Informatica
9 38 (3.96%) SAP
10 36 (3.75%) Atlassian
11 34 (3.54%) MapR
12 28 (2.92%) IBM
13 23 (2.40%) Sybase
14 22 (2.29%) Alteryx
14 22 (2.29%) Vertica
15 18 (1.88%) Cognos
15 18 (1.88%) Netezza
16 17 (1.77%) Capita
16 17 (1.77%) Greenplum