Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East of England
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 186 212 256
Rank change year-on-year +26 +44 +51
Permanent jobs citing Hadoop 149 140 101
As % of all permanent IT jobs advertised in the East of England 1.41% 1.21% 0.77%
As % of the Database & Business Intelligence category 5.24% 4.31% 2.84%
Number of salaries quoted 115 62 72
East of England median annual salary £66,000 £55,000 £52,500
Median salary % change year-on-year +20.00% +4.76% -4.55%
10th Percentile £39,241 £36,250 £33,700
90th Percentile £83,000 £84,500 £72,500
England median annual salary £70,000 £62,500 £62,500
% change year-on-year +12.00% - -3.85%

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 2,842 3,252 3,552
As % of all permanent IT jobs advertised in the East of England 26.82% 28.06% 27.14%
Number of salaries quoted 2,294 2,716 3,002
East of England median annual salary £46,500 £45,000 £45,000
Median salary % change year-on-year +3.33% - +2.27%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £72,500 £66,250 £65,000
England median annual salary £50,000 £50,000 £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 22 October 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 22 October 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
Cambridgeshire +36 69 £62,500 +13.64% 7
Bedfordshire +36 57 £67,500 +1.89% 3
Essex +7 9 £72,500 +31.82% 3
Hertfordshire -4 7 £54,500 +39.74% 2
Suffolk +10 6 - - 1
Norfolk -13 1 £60,000 +60.00%
Hadoop
England

For the 6 months to 22 October 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.

1 120 (80.54%) Big Data
2 81 (54.36%) Agile Software Development
3 71 (47.65%) Apache Spark
4 70 (46.98%) Analytics
5 57 (38.26%) Data Science
5 57 (38.26%) SQL
6 56 (37.58%) Apache Hive
7 51 (34.23%) Scrum
8 48 (32.21%) Python
9 42 (28.19%) Amazon AWS
10 38 (25.50%) Java
10 38 (25.50%) Linux
11 36 (24.16%) Data Modelling
12 35 (23.49%) Machine Learning
13 34 (22.82%) Kafka
13 34 (22.82%) Retail
14 33 (22.15%) QA
15 31 (20.81%) Microsoft Azure
15 31 (20.81%) Data Warehouse
15 31 (20.81%) HDFS
15 31 (20.81%) Impala
16 30 (20.13%) Business Intelligence
17 29 (19.46%) Sqoop
18 28 (18.79%) Relational Database
19 27 (18.12%) .NET
20 26 (17.45%) Oozie
21 25 (16.78%) Algorithms
22 23 (15.44%) Project Management
23 22 (14.77%) MySQL
23 22 (14.77%) PRINCE2

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 71 (47.65%) Apache Spark
2 16 (10.74%) Apache Pig
3 15 (10.07%) Apache
4 9 (6.04%) SAS
5 7 (4.70%) Apache Solr
6 4 (2.68%) Apache Geronimo
6 4 (2.68%) GlassFish
6 4 (2.68%) JBoss
6 4 (2.68%) Tomcat
6 4 (2.68%) WebSphere
7 1 (0.67%) Confluence
7 1 (0.67%) Elasticsearch
7 1 (0.67%) IIS
Applications
1 4 (2.68%) Weka
2 3 (2.01%) Microsoft Project
3 1 (0.67%) Microsoft Office
3 1 (0.67%) SPSS
Cloud Services
1 42 (28.19%) Amazon AWS
2 31 (20.81%) Microsoft Azure
3 12 (8.05%) Google Cloud Platform
4 10 (6.71%) Amazon EMR
5 7 (4.70%) Amazon S3
6 5 (3.36%) Amazon Kinesis
7 3 (2.01%) Serverless
8 2 (1.34%) IaaS
8 2 (1.34%) PaaS
9 1 (0.67%) Apigee
9 1 (0.67%) Cloud Computing
9 1 (0.67%) Virtual Private Cloud
Communications & Networking
1 15 (10.07%) Firewall
1 15 (10.07%) SSL
2 13 (8.72%) TCP/IP
3 9 (6.04%) DNS
4 7 (4.70%) Kerberos
5 6 (4.03%) HTTP
6 2 (1.34%) SMS
7 1 (0.67%) Internet
Database & Business Intelligence
1 120 (80.54%) Big Data
2 56 (37.58%) Apache Hive
3 31 (20.81%) Data Warehouse
3 31 (20.81%) Impala
4 29 (19.46%) Sqoop
5 28 (18.79%) Relational Database
6 22 (14.77%) MongoDB
6 22 (14.77%) MySQL
7 19 (12.75%) OLTP
8 17 (11.41%) HBase
9 14 (9.40%) SQL Server
10 13 (8.72%) NoSQL
10 13 (8.72%) RDBMS
11 11 (7.38%) PostgreSQL
12 9 (6.04%) Power BI
12 9 (6.04%) SQL Server Integration Services
12 9 (6.04%) SQL Server Reporting Services
13 8 (5.37%) Parquet
14 7 (4.70%) Amazon Redshift
14 7 (4.70%) Apache Zeppelin
Development Applications
1 14 (9.40%) Git (software)
2 11 (7.38%) Selenium
3 10 (6.71%) JIRA
3 10 (6.71%) Maven
4 6 (4.03%) Atlassian Bamboo
4 6 (4.03%) Bitbucket
4 6 (4.03%) CodeSonar
4 6 (4.03%) git-flow
4 6 (4.03%) Robot Framework
5 5 (3.36%) JMeter
5 5 (3.36%) SoapUI
6 4 (2.68%) Ant
6 4 (2.68%) Gradle
7 1 (0.67%) GitLab
7 1 (0.67%) Subversion
General
1 34 (22.82%) Retail
2 21 (14.09%) Marketing
3 19 (12.75%) Finance
4 5 (3.36%) Law
5 4 (2.68%) Automotive
6 1 (0.67%) Legal
6 1 (0.67%) Manufacturing
6 1 (0.67%) Pharmaceutical
6 1 (0.67%) Publishing
Job Titles
1 25 (16.78%) Architect
2 24 (16.11%) Developer
3 21 (14.09%) Data Architect
4 18 (12.08%) Big Data Manager
5 17 (11.41%) Business Intelligence Architect
6 16 (10.74%) Hadoop Developer
7 15 (10.07%) Machine Learning Researcher
8 13 (8.72%) Analytics Manager
9 12 (8.05%) Data Analytics Manager
9 12 (8.05%) Data Scientist
9 12 (8.05%) Software Engineer
10 10 (6.71%) Administrator
11 9 (6.04%) Head of Development
11 9 (6.04%) Project Manager
12 8 (5.37%) Hadoop Administrator
12 8 (5.37%) Marketing Manager
12 8 (5.37%) Marketing Project Manager
12 8 (5.37%) Principal Developer
12 8 (5.37%) Programme Manager
13 7 (4.70%) Analyst
Libraries, Frameworks & Software Standards
1 34 (22.82%) Kafka
2 27 (18.12%) .NET
3 22 (14.77%) SOAP
4 21 (14.09%) Web Services
5 19 (12.75%) REST
6 16 (10.74%) TensorFlow
7 10 (6.71%) CSS
7 10 (6.71%) HTML
7 10 (6.71%) Java EE
7 10 (6.71%) Spring
7 10 (6.71%) Spring MVC
8 9 (6.04%) LDAP
9 8 (5.37%) Apache Avro
10 7 (4.70%) SparkR
11 6 (4.03%) .NET Framework
11 6 (4.03%) Apache Commons
11 6 (4.03%) Node.js
11 6 (4.03%) OSGi
11 6 (4.03%) RabbitMQ
11 6 (4.03%) scikit-learn
Miscellaneous
1 25 (16.78%) Algorithms
2 13 (8.72%) Computer Science
3 7 (4.70%) Analytical Skills
4 6 (4.03%) Data Structures
5 3 (2.01%) Virtual Team
6 1 (0.67%) Analytical Mindset
6 1 (0.67%) Hybrid Cloud
6 1 (0.67%) Internet of Things
6 1 (0.67%) Social Media
6 1 (0.67%) User Experience
Operating Systems
1 38 (25.50%) Linux
2 11 (7.38%) Unix
3 8 (5.37%) VMS
4 7 (4.70%) Windows
5 6 (4.03%) Android
5 6 (4.03%) Apple iOS
5 6 (4.03%) Mac OS X
Processes & Methodologies
1 81 (54.36%) Agile Software Development
2 70 (46.98%) Analytics
3 57 (38.26%) Data Science
4 51 (34.23%) Scrum
5 36 (24.16%) Data Modelling
6 35 (23.49%) Machine Learning
7 30 (20.13%) Business Intelligence
8 23 (15.44%) Project Management
9 22 (14.77%) PRINCE2
10 21 (14.09%) Artificial Intelligence
10 21 (14.09%) ETL
11 20 (13.42%) Software Engineering
12 19 (12.75%) CRM
13 18 (12.08%) MapReduce
14 16 (10.74%) Bayesian Methods
14 16 (10.74%) Deep Learning
14 16 (10.74%) Neural Network
14 16 (10.74%) Predictive Analysis
14 16 (10.74%) SDLC
15 15 (10.07%) Waterfall
Programming Languages
1 57 (38.26%) SQL
2 48 (32.21%) Python
3 38 (25.50%) Java
4 17 (11.41%) Bash Shell
5 16 (10.74%) JavaScript
6 12 (8.05%) R
6 12 (8.05%) Scala
7 8 (5.37%) T-SQL
8 7 (4.70%) C#
8 7 (4.70%) PowerShell
9 6 (4.03%) C
9 6 (4.03%) C++
9 6 (4.03%) Objective-C
9 6 (4.03%) PHP
9 6 (4.03%) Shell Script
10 4 (2.68%) PL/SQL
11 2 (1.34%) MATLAB
12 1 (0.67%) VBA
Qualifications
1 21 (14.09%) Degree
2 7 (4.70%) PhD
3 6 (4.03%) CCNA
3 6 (4.03%) Cisco Certification
3 6 (4.03%) CISSP
3 6 (4.03%) CompTIA Security+
3 6 (4.03%) DV Cleared
3 6 (4.03%) GIAC
3 6 (4.03%) Linux+ Certification
3 6 (4.03%) MCSE
3 6 (4.03%) Microsoft Certification
3 6 (4.03%) Network+ Certification
3 6 (4.03%) SANS
3 6 (4.03%) Security Cleared
3 6 (4.03%) SSCP
4 2 (1.34%) Computer Science Degree
5 1 (0.67%) BPSS Clearance
5 1 (0.67%) Numerate Degree
5 1 (0.67%) SAS Certification
Quality Assurance & Compliance
1 33 (22.15%) QA
2 1 (0.67%) Data Quality
2 1 (0.67%) GDPR
2 1 (0.67%) ISO/IEC 27001
2 1 (0.67%) PMO
System Software
1 31 (20.81%) HDFS
2 13 (8.72%) Apache Flume
3 9 (6.04%) Active Directory
3 9 (6.04%) Virtual Machines
4 7 (4.70%) Apache ZooKeeper
4 7 (4.70%) Docker
5 6 (4.03%) vSphere
Systems Management
1 26 (17.45%) Oozie
2 16 (10.74%) Puppet
3 7 (4.70%) Ambari
3 7 (4.70%) Hadoop YARN
4 6 (4.03%) Salt
5 1 (0.67%) Kubernetes
Vendors
1 19 (12.75%) Oracle
2 14 (9.40%) Hortonworks
2 14 (9.40%) Microsoft
3 13 (8.72%) CA
4 12 (8.05%) SAP
5 11 (7.38%) Cloudera
5 11 (7.38%) Google
6 10 (6.71%) IBM
7 8 (5.37%) Alteryx
7 8 (5.37%) Tableau
8 1 (0.67%) Informatica
8 1 (0.67%) Talend
8 1 (0.67%) Teradata