Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
East Midlands > Nottinghamshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 77 136 144
Rank change year-on-year +59 +8 +4
Permanent jobs citing Hadoop 44 8 16
As % of all permanent IT jobs advertised in Nottinghamshire 2.84% 0.39% 0.68%
As % of the Database & Business Intelligence category 10.21% 1.22% 2.18%
Number of salaries quoted 32 7 16
Nottinghamshire median annual salary £75,000 £51,500 £56,250
Median salary % change year-on-year +45.63% -8.44% -19.64%
10th Percentile £48,625 £33,000 £38,750
90th Percentile £119,500 £57,750 £65,000
East Midlands median annual salary £75,000 £42,500 £60,000
% change year-on-year +76.47% -29.17% -14.29%

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 Nottinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 431 656 734
As % of all permanent IT jobs advertised in Nottinghamshire 27.79% 32.06% 31.13%
Number of salaries quoted 374 585 618
Nottinghamshire median annual salary £42,500 £42,500 £44,000
Median salary % change year-on-year - -3.41% +17.33%
10th Percentile £27,500 £26,350 £30,000
90th Percentile £73,750 £65,000 £75,000
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Hadoop in Nottinghamshire

Hadoop
Salary Trend in Nottinghamshire

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

Salary trend for Hadoop in Nottinghamshire

Hadoop
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Hadoop in Nottinghamshire over the 6 months to 15 November 2018.

Salary histogram for Hadoop in Nottinghamshire

Hadoop
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Nottinghamshire region over the 6 months to 15 November 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
Nottingham +57 43 £75,000 +44.23% 6
Hadoop
East Midlands

For the 6 months to 15 November 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 Nottinghamshire region with a requirement for Hadoop.

1 43 (97.73%) Big Data
1 43 (97.73%) Apache Spark
2 35 (79.55%) Java
3 27 (61.36%) Agile Software Development
4 25 (56.82%) Analytics
4 25 (56.82%) HBase
5 24 (54.55%) Scala
6 21 (47.73%) Degree
6 21 (47.73%) Computer Science
7 20 (45.45%) SQL
8 19 (43.18%) Software Engineering
9 18 (40.91%) Amazon AWS
10 17 (38.64%) Flink
11 15 (34.09%) NoSQL
12 14 (31.82%) Microsoft Azure
12 14 (31.82%) Google Cloud Platform
12 14 (31.82%) Open Source
12 14 (31.82%) Google
13 13 (29.55%) C++
13 13 (29.55%) Web Services
13 13 (29.55%) Python
13 13 (29.55%) Public Cloud
13 13 (29.55%) Cloudera
13 13 (29.55%) Elasticsearch
14 12 (27.27%) Oozie
14 12 (27.27%) Finance
15 11 (25.00%) Test Automation
16 10 (22.73%) Performance Tuning
16 10 (22.73%) Kafka
17 9 (20.45%) Big Data Analytics

Hadoop
Co-occurring IT Skills in Nottinghamshire 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 43 (97.73%) Apache Spark
2 13 (29.55%) Elasticsearch
3 1 (2.27%) Apache Pig
Cloud Services
1 18 (40.91%) Amazon AWS
2 14 (31.82%) Google Cloud Platform
2 14 (31.82%) Microsoft Azure
3 2 (4.55%) Amazon EMR
3 2 (4.55%) Cloud Computing
Database & Business Intelligence
1 43 (97.73%) Big Data
2 25 (56.82%) HBase
3 17 (38.64%) Flink
4 15 (34.09%) NoSQL
5 9 (20.45%) Apache Hive
6 8 (18.18%) Impala
7 7 (15.91%) Power BI
8 4 (9.09%) Cloudera CDH
8 4 (9.09%) Sqoop
9 2 (4.55%) Parquet
10 1 (2.27%) Apache Cassandra
10 1 (2.27%) Apache Kudu
10 1 (2.27%) MongoDB
10 1 (2.27%) SQL Server
Development Applications
1 8 (18.18%) Atlassian Bamboo
1 8 (18.18%) Git (software)
1 8 (18.18%) GitLab
1 8 (18.18%) Gradle
1 8 (18.18%) Jenkins
General
1 12 (27.27%) Finance
2 4 (9.09%) French Language
2 4 (9.09%) German Language
Job Titles
1 23 (52.27%) Big Data Engineer
2 19 (43.18%) Data Engineer
3 13 (29.55%) Developer
4 12 (27.27%) Hadoop Engineer
5 9 (20.45%) Java Engineer
6 8 (18.18%) Big Data Developer
6 8 (18.18%) Senior Developer
7 7 (15.91%) Senior Big Data Developer
8 6 (13.64%) Big Data Software Engineer
8 6 (13.64%) Software Engineer
9 4 (9.09%) Analytics Manager
9 4 (9.09%) Development Engineer
9 4 (9.09%) Development Manager
9 4 (9.09%) Java Software Engineer
9 4 (9.09%) Senior Java Engineer
9 4 (9.09%) Senior Java Software Engineer
9 4 (9.09%) Senior Software Engineer
10 3 (6.82%) Hadoop Developer
10 3 (6.82%) Java Developer
11 2 (4.55%) Engineering Manager
Libraries, Frameworks & Software Standards
1 13 (29.55%) Web Services
2 10 (22.73%) Kafka
3 3 (6.82%) HTML
4 2 (4.55%) Apache Avro
5 1 (2.27%) .NET
5 1 (2.27%) .NET Core
5 1 (2.27%) CSS
5 1 (2.27%) RabbitMQ
Miscellaneous
1 21 (47.73%) Computer Science
2 13 (29.55%) Public Cloud
3 8 (18.18%) Self-Motivation
4 7 (15.91%) Data Structures
5 2 (4.55%) Analytical Skills
Operating Systems
1 9 (20.45%) Linux
2 8 (18.18%) Unix
Processes & Methodologies
1 27 (61.36%) Agile Software Development
2 25 (56.82%) Analytics
3 19 (43.18%) Software Engineering
4 14 (31.82%) Open Source
5 11 (25.00%) Test Automation
6 10 (22.73%) Performance Tuning
7 9 (20.45%) Big Data Analytics
7 9 (20.45%) Computational Intelligence
7 9 (20.45%) Data Analytics
7 9 (20.45%) Data Development
7 9 (20.45%) Problem-Solving
7 9 (20.45%) Telematics
7 9 (20.45%) Validation
8 8 (18.18%) Continuous Integration
8 8 (18.18%) Deployment Automation
8 8 (18.18%) Functional Programming
8 8 (18.18%) Integration Testing
8 8 (18.18%) Unit Testing
8 8 (18.18%) Visualisation
9 7 (15.91%) Deep Learning
Programming Languages
1 35 (79.55%) Java
2 24 (54.55%) Scala
3 20 (45.45%) SQL
4 13 (29.55%) C++
4 13 (29.55%) Python
5 7 (15.91%) MATLAB
5 7 (15.91%) R
6 1 (2.27%) C#
6 1 (2.27%) JavaScript
Qualifications
1 21 (47.73%) Degree
2 9 (20.45%) Computer Science Degree
3 4 (9.09%) Numerate Degree
Quality Assurance & Compliance
1 7 (15.91%) Data Quality
2 1 (2.27%) GDPR
2 1 (2.27%) PCI DSS
System Software
1 1 (2.27%) Apache Flume
1 1 (2.27%) Docker
Systems Management
1 12 (27.27%) Oozie
2 8 (18.18%) Puppet
Vendors
1 14 (31.82%) Google
2 13 (29.55%) Cloudera
3 7 (15.91%) Tableau
4 4 (9.09%) Reuters
5 1 (2.27%) Microsoft
5 1 (2.27%) Xamarin