Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Norfolk 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 12 December 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East of England > Norfolk
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 37 55 47
Rank change year-on-year +18 -8 -
Permanent jobs citing Hadoop 22 17 5
As % of all permanent IT jobs advertised in Norfolk 5.23% 2.98% 1.28%
As % of the Database & Business Intelligence category 13.41% 11.41% 4.20%
Number of salaries quoted 4 15 4
Norfolk median annual salary £37,500 £45,000 £54,000
Median salary % change year-on-year -16.67% -16.67% -
10th Percentile £34,500 £42,100 £40,425
90th Percentile £77,125 £80,000 £56,450
East of England median annual salary £57,500 £52,500 £54,500
% change year-on-year +9.52% -3.67% +9.00%

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 Norfolk with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Norfolk
Permanent vacancies with a requirement for database or business intelligence skills 164 149 119
As % of all permanent IT jobs advertised in Norfolk 38.95% 26.14% 30.51%
Number of salaries quoted 110 132 110
Norfolk median annual salary £37,500 £40,000 £33,750
Median salary % change year-on-year -6.25% +18.52% -3.57%
10th Percentile £26,250 £26,825 £21,250
90th Percentile £56,250 £57,375 £46,125
East of England median annual salary £45,000 £45,000 £45,000

Hadoop
Job Vacancy Trend in Norfolk

Job postings citing Hadoop as a percentage of all IT jobs advertised in Norfolk.

Job vacancy trend for Hadoop in Norfolk

Hadoop
Salary Trend in Norfolk

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

Salary trend for Hadoop in Norfolk

Hadoop
Salary Histogram in Norfolk

The salary distribution of IT jobs citing Hadoop in Norfolk over the 6 months to 12 December 2017.

Salary histogram for Hadoop in Norfolk

Hadoop
Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Norfolk region over the 6 months to 12 December 2017. 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
Norwich +22 22 £37,500 -16.67%
Hadoop
East of England

For the 6 months to 12 December 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Norfolk region with a requirement for Hadoop.

1 20 (90.91%) Big Data
2 19 (86.36%) Apache Spark
3 18 (81.82%) Agile Software Development
4 17 (77.27%) Java
4 17 (77.27%) Cloudera
5 13 (59.09%) MapReduce
6 12 (54.55%) Kafka
6 12 (54.55%) Software Engineering
6 12 (54.55%) Python
7 11 (50.00%) Apache
7 11 (50.00%) SQL
7 11 (50.00%) Spring
7 11 (50.00%) Scrum
7 11 (50.00%) Apache Cassandra
8 8 (36.36%) Amazon AWS
9 7 (31.82%) HBase
9 7 (31.82%) Apache Pig
9 7 (31.82%) Hadoop YARN
9 7 (31.82%) Apache Hive
9 7 (31.82%) Analytical Skills
10 6 (27.27%) Impala
10 6 (27.27%) Data Privacy
10 6 (27.27%) Coaching
10 6 (27.27%) HiveQL
10 6 (27.27%) Concurrent Programming
10 6 (27.27%) Sqoop
10 6 (27.27%) HDFS
10 6 (27.27%) Apache Flume
10 6 (27.27%) BDD
10 6 (27.27%) Apache Solr

Hadoop
Co-occurring IT Skills in Norfolk 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 19 (86.36%) Apache Spark
2 11 (50.00%) Apache
3 7 (31.82%) Apache Pig
4 6 (27.27%) Apache Solr
4 6 (27.27%) Tomcat
5 1 (4.55%) SAS
Business Applications
1 1 (4.55%) Adobe Campaign
Cloud Services
1 8 (36.36%) Amazon AWS
2 1 (4.55%) Amazon EMR
2 1 (4.55%) Amazon Kinesis
2 1 (4.55%) Amazon S3
2 1 (4.55%) Cloud Computing
Database & Business Intelligence
1 20 (90.91%) Big Data
2 11 (50.00%) Apache Cassandra
3 7 (31.82%) Apache Hive
3 7 (31.82%) HBase
4 6 (27.27%) Impala
4 6 (27.27%) MySQL
4 6 (27.27%) SQL Server
4 6 (27.27%) Sqoop
5 4 (18.18%) Relational Database
6 2 (9.09%) PowerCenter
7 1 (4.55%) Amazon DynamoDB
7 1 (4.55%) Amazon Redshift
7 1 (4.55%) Data Warehouse
7 1 (4.55%) Mahout
7 1 (4.55%) RDBMS
Development Applications
1 6 (27.27%) Eclipse
2 5 (22.73%) Maven
General
1 3 (13.64%) Finance
1 3 (13.64%) Marketing
Job Titles
1 8 (36.36%) Developer
2 6 (27.27%) Cloud Developer
2 6 (27.27%) Hadoop Developer
3 1 (4.55%) Data Engineer
3 1 (4.55%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (54.55%) Kafka
2 11 (50.00%) Spring
3 6 (27.27%) Spring MVC
3 6 (27.27%) Web Services
4 1 (4.55%) HTML
Miscellaneous
1 7 (31.82%) Analytical Skills
2 1 (4.55%) Algorithms
2 1 (4.55%) Data Structures
2 1 (4.55%) Fintech
Processes & Methodologies
1 18 (81.82%) Agile Software Development
2 13 (59.09%) MapReduce
3 12 (54.55%) Software Engineering
4 11 (50.00%) Scrum
5 6 (27.27%) BDD
5 6 (27.27%) Coaching
5 6 (27.27%) Concurrent Programming
5 6 (27.27%) Continuous Integration
5 6 (27.27%) Data Integration
5 6 (27.27%) Data Privacy
5 6 (27.27%) Kanban
5 6 (27.27%) Multithreading
5 6 (27.27%) MVC
5 6 (27.27%) TDD
5 6 (27.27%) Workflow
6 5 (22.73%) ITIL
7 4 (18.18%) Analytics
8 3 (13.64%) CRM
8 3 (13.64%) Database Marketing
8 3 (13.64%) ETL
Programming Languages
1 17 (77.27%) Java
2 12 (54.55%) Python
3 11 (50.00%) SQL
4 6 (27.27%) HiveQL
5 5 (22.73%) C++
5 5 (22.73%) Ruby
6 1 (4.55%) JavaScript
6 1 (4.55%) Scala
Quality Assurance & Compliance
1 3 (13.64%) SLA
2 1 (4.55%) Data Quality
System Software
1 6 (27.27%) Apache Flume
1 6 (27.27%) HDFS
Systems Management
1 7 (31.82%) Hadoop YARN
Vendors
1 17 (77.27%) Cloudera
2 3 (13.64%) Teradata
3 2 (9.09%) Informatica
3 2 (9.09%) Oracle
4 1 (4.55%) Adobe