Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 14 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 187 232 260
Rank change year-on-year +45 +28 +88
Permanent jobs citing Hadoop 164 144 106
As % of all permanent IT jobs advertised in the East of England 1.42% 1.19% 0.78%
As % of the Database & Business Intelligence category 5.09% 4.22% 2.86%
Number of salaries quoted 118 68 80
East of England median annual salary £66,000 £55,000 £56,250
Median salary % change year-on-year +20.00% -2.22% -13.46%
10th Percentile £40,542 £37,500 £31,800
90th Percentile £82,300 £68,250 £74,125
England median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - -

Hadoop 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 advertised in the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3,220 3,415 3,709
As % of all permanent IT jobs advertised in the East of England 27.96% 28.15% 27.17%
Number of salaries quoted 2,595 2,851 3,162
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £29,500 £27,250
90th Percentile £72,500 £65,000 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Hadoop
Job Vacancy Trend in the East of England

Job postings citing Hadoop as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Hadoop in the East of England

Hadoop
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in the East of England.

Salary trend for Hadoop in the East of England

Hadoop
Salary Histogram in the East of England

The salary distribution of IT jobs citing Hadoop in the East of England over the 6 months to 14 August 2018.

Salary histogram for Hadoop in the East of England

Hadoop
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East of England region over the 6 months to 14 August 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
Bedfordshire +33 58 £72,500 +3.57% 4
Cambridgeshire +27 54 £65,000 +18.18% 12
Hertfordshire +21 35 £54,500 +55.71% 1
Essex +1 9 £59,500 +8.18% 4
Suffolk +14 8 £65,000 +52.94%
Hadoop
England

For the 6 months to 14 August 2018, IT jobs citing Hadoop 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 across the East of England region with a requirement for Hadoop.

1 122 (74.39%) Big Data
2 84 (51.22%) Analytics
3 80 (48.78%) Apache Spark
4 69 (42.07%) Agile Software Development
5 61 (37.20%) SQL
5 61 (37.20%) Data Science
6 51 (31.10%) Python
7 47 (28.66%) Amazon AWS
8 45 (27.44%) Apache Hive
8 45 (27.44%) Scrum
9 44 (26.83%) Java
10 43 (26.22%) Machine Learning
11 42 (25.61%) Impala
12 40 (24.39%) Business Intelligence
13 39 (23.78%) Visualisation
14 36 (21.95%) Tableau
15 34 (20.73%) Microsoft Azure
16 32 (19.51%) QA
16 32 (19.51%) Linux
17 31 (18.90%) Data Warehouse
17 31 (18.90%) .NET
18 30 (18.29%) Kafka
19 28 (17.07%) Degree
19 28 (17.07%) Algorithms
20 27 (16.46%) Decision-Making
21 26 (15.85%) HDFS
21 26 (15.85%) Sqoop
21 26 (15.85%) Data Modelling
22 25 (15.24%) Data Visualisation
23 24 (14.63%) Oozie

Hadoop
Co-occurring IT Skills in the East of England 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 80 (48.78%) Apache Spark
2 15 (9.15%) Apache
3 12 (7.32%) Apache Pig
4 4 (2.44%) Apache Solr
4 4 (2.44%) Elasticsearch
4 4 (2.44%) SAS
5 2 (1.22%) Apache Geronimo
5 2 (1.22%) GlassFish
5 2 (1.22%) JBoss
5 2 (1.22%) Tomcat
5 2 (1.22%) WebSphere
6 1 (0.61%) Confluence
6 1 (0.61%) IIS
Applications
1 3 (1.83%) Microsoft Project
2 2 (1.22%) Weka
3 1 (0.61%) Microsoft Excel
3 1 (0.61%) Microsoft Office
3 1 (0.61%) Microsoft PowerPoint
Cloud Services
1 47 (28.66%) Amazon AWS
2 34 (20.73%) Microsoft Azure
3 19 (11.59%) Amazon EMR
4 15 (9.15%) Amazon S3
5 14 (8.54%) Amazon Kinesis
5 14 (8.54%) Google Cloud Platform
6 12 (7.32%) Adobe Analytics
7 5 (3.05%) Google Analytics
8 3 (1.83%) Serverless
9 2 (1.22%) Cloud Computing
9 2 (1.22%) IaaS
9 2 (1.22%) PaaS
Communications & Networking
1 8 (4.88%) Firewall
1 8 (4.88%) SSL
1 8 (4.88%) TCP/IP
2 6 (3.66%) HTTP
3 2 (1.22%) DNS
3 2 (1.22%) Kerberos
3 2 (1.22%) NAS
3 2 (1.22%) SMS
Database & Business Intelligence
1 122 (74.39%) Big Data
2 45 (27.44%) Apache Hive
3 42 (25.61%) Impala
4 31 (18.90%) Data Warehouse
5 26 (15.85%) Sqoop
6 21 (12.80%) MongoDB
7 20 (12.20%) HBase
8 17 (10.37%) MySQL
8 17 (10.37%) Parquet
9 16 (9.76%) Amazon Redshift
9 16 (9.76%) OLTP
10 15 (9.15%) Relational Database
10 15 (9.15%) SQL Server
11 14 (8.54%) Amazon QuickSight
11 14 (8.54%) NoSQL
12 10 (6.10%) Data Mining
13 8 (4.88%) PostgreSQL
13 8 (4.88%) RDBMS
14 4 (2.44%) Power BI
14 4 (2.44%) QlikView
Development Applications
1 12 (7.32%) JIRA
2 11 (6.71%) Selenium
3 9 (5.49%) Git (software)
4 8 (4.88%) Maven
5 6 (3.66%) Atlassian Bamboo
5 6 (3.66%) Bitbucket
5 6 (3.66%) CodeSonar
5 6 (3.66%) git-flow
5 6 (3.66%) Robot Framework
6 5 (3.05%) JMeter
6 5 (3.05%) SoapUI
7 2 (1.22%) Ant
7 2 (1.22%) Gradle
8 1 (0.61%) Subversion
General
1 22 (13.41%) Marketing
1 22 (13.41%) Retail
2 15 (9.15%) Finance
3 10 (6.10%) Law
4 3 (1.83%) Automotive
4 3 (1.83%) Publishing
5 2 (1.22%) Games
6 1 (0.61%) Manufacturing
6 1 (0.61%) Pharmaceutical
Job Titles
1 31 (18.90%) Architect
2 29 (17.68%) Data Architect
3 19 (11.59%) Data Scientist
4 16 (9.76%) Analytics Manager
5 15 (9.15%) Business Intelligence Architect
5 15 (9.15%) Technical Architect
6 14 (8.54%) Analyst
6 14 (8.54%) Big Data Architect
7 13 (7.93%) Software Engineer
8 12 (7.32%) Cloud Architect
8 12 (7.32%) Data Analytics Architect
8 12 (7.32%) Head of Development
8 12 (7.32%) Machine Learning Researcher
9 10 (6.10%) Data Engineer
9 10 (6.10%) Performance Manager
10 9 (5.49%) Developer
10 9 (5.49%) Head of Analytics
10 9 (5.49%) Head of Big Data
10 9 (5.49%) Java Engineer
11 8 (4.88%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 31 (18.90%) .NET
2 30 (18.29%) Kafka
3 21 (12.80%) TensorFlow
4 19 (11.59%) SOAP
4 19 (11.59%) Web Services
5 17 (10.37%) Apache Avro
6 15 (9.15%) REST
7 11 (6.71%) Keras
7 11 (6.71%) Pandas
7 11 (6.71%) scikit-learn
8 10 (6.10%) HTML
9 9 (5.49%) Java EE
10 8 (4.88%) CSS
10 8 (4.88%) HTML5
10 8 (4.88%) Spring
10 8 (4.88%) Spring MVC
11 7 (4.27%) jQuery
11 7 (4.27%) OSGi
12 6 (3.66%) Django
12 6 (3.66%) RabbitMQ
Miscellaneous
1 28 (17.07%) Algorithms
2 16 (9.76%) Computer Science
3 15 (9.15%) Analytical Skills
3 15 (9.15%) User Experience
4 12 (7.32%) Data Structures
5 6 (3.66%) Robotics
6 3 (1.83%) Fintech
6 3 (1.83%) Virtual Team
7 2 (1.22%) Clustering
7 2 (1.22%) iPad
7 2 (1.22%) iPhone
7 2 (1.22%) PlayStation
7 2 (1.22%) Replication
7 2 (1.22%) Xbox
8 1 (0.61%) Analytical Mindset
8 1 (0.61%) DataPower
8 1 (0.61%) Enterprise Software
8 1 (0.61%) Life Science
Operating Systems
1 32 (19.51%) Linux
2 9 (5.49%) Android
3 8 (4.88%) Windows
4 7 (4.27%) Apple iOS
5 6 (3.66%) Mac OS X
6 4 (2.44%) Unix
7 2 (1.22%) VMS
8 1 (0.61%) Mac OS
Processes & Methodologies
1 84 (51.22%) Analytics
2 69 (42.07%) Agile Software Development
3 61 (37.20%) Data Science
4 45 (27.44%) Scrum
5 43 (26.22%) Machine Learning
6 40 (24.39%) Business Intelligence
7 39 (23.78%) Visualisation
8 27 (16.46%) Decision-Making
9 26 (15.85%) Data Modelling
10 25 (15.24%) Data Visualisation
11 24 (14.63%) Artificial Intelligence
12 23 (14.02%) CRM
12 23 (14.02%) Software Engineering
13 21 (12.80%) Deep Learning
13 21 (12.80%) Neural Network
14 19 (11.59%) E-Commerce
14 19 (11.59%) Mathematics
15 18 (10.98%) Coaching
15 18 (10.98%) Due Diligence
16 17 (10.37%) DevOps
Programming Languages
1 61 (37.20%) SQL
2 51 (31.10%) Python
3 44 (26.83%) Java
4 15 (9.15%) C
4 15 (9.15%) C++
5 14 (8.54%) JavaScript
5 14 (8.54%) R
6 10 (6.10%) Bash Shell
7 9 (5.49%) PowerShell
7 9 (5.49%) Shell Script
8 8 (4.88%) T-SQL
9 7 (4.27%) C#
9 7 (4.27%) MATLAB
10 6 (3.66%) Objective-C
10 6 (3.66%) PHP
11 5 (3.05%) Scala
12 2 (1.22%) PL/SQL
12 2 (1.22%) VBA
13 1 (0.61%) Groovy
Qualifications
1 28 (17.07%) Degree
2 9 (5.49%) PhD
3 8 (4.88%) Computer Science Degree
4 6 (3.66%) CCNA
4 6 (3.66%) Cisco Certification
4 6 (3.66%) CISSP
4 6 (3.66%) CompTIA Security+
4 6 (3.66%) DV Cleared
4 6 (3.66%) GIAC
4 6 (3.66%) Linux+ Certification
4 6 (3.66%) MCSE
4 6 (3.66%) Microsoft Certification
4 6 (3.66%) Network+ Certification
4 6 (3.66%) SANS
4 6 (3.66%) Security Cleared
4 6 (3.66%) SSCP
5 1 (0.61%) BPSS Clearance
5 1 (0.61%) Numerate Degree
5 1 (0.61%) SAS Certification
5 1 (0.61%) TOGAF Certification
Quality Assurance & Compliance
1 32 (19.51%) QA
2 2 (1.22%) Data Quality
2 2 (1.22%) GDPR
3 1 (0.61%) PMO
System Software
1 26 (15.85%) HDFS
2 20 (12.20%) Apache Flume
3 6 (3.66%) Docker
3 6 (3.66%) vSphere
4 4 (2.44%) Active Directory
5 2 (1.22%) Apache ZooKeeper
5 2 (1.22%) Virtual Machines
Systems Management
1 24 (14.63%) Oozie
2 8 (4.88%) Puppet
3 6 (3.66%) Salt
4 2 (1.22%) Ambari
4 2 (1.22%) Hadoop YARN
4 2 (1.22%) Systems Management Server (SMS)
5 1 (0.61%) Kibana
5 1 (0.61%) logstash
Vendors
1 36 (21.95%) Tableau
2 22 (13.41%) Alteryx
3 19 (11.59%) Google
4 16 (9.76%) Microsoft
4 16 (9.76%) SAP
5 12 (7.32%) Adobe
5 12 (7.32%) Oracle
6 11 (6.71%) Cloudera
7 7 (4.27%) MicroStrategy
7 7 (4.27%) Teradata
8 5 (3.05%) Hortonworks
9 3 (1.83%) Bloomberg
9 3 (1.83%) CA
10 2 (1.22%) Cognos
10 2 (1.22%) IBM
10 2 (1.22%) NetApp
11 1 (0.61%) Splunk
11 1 (0.61%) Xamarin