Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Nottinghamshire > Nottingham
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 69 129 130
Rank change year-on-year +60 +1 -3
Permanent jobs citing Hadoop 43 8 12
As % of all permanent IT jobs advertised in Nottingham 3.37% 0.44% 0.60%
As % of the Database & Business Intelligence category 13.07% 1.37% 1.88%
Number of salaries quoted 30 7 12
Nottingham median annual salary £77,500 £52,500 £52,500
Median salary % change year-on-year +47.62% - -25.00%
10th Percentile £57,625 £39,000 £40,063
90th Percentile £120,000 £56,250 £62,500
Nottinghamshire median annual salary £75,000 £52,000 £52,500
% change year-on-year +44.23% -0.95% -25.00%

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 Nottingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 329 586 639
As % of all permanent IT jobs advertised in Nottingham 25.80% 31.92% 31.74%
Number of salaries quoted 280 527 544
Nottingham median annual salary £43,500 £42,500 £43,000
Median salary % change year-on-year +2.35% -1.16% +7.50%
10th Percentile £30,500 £27,200 £31,179
90th Percentile £75,000 £65,000 £79,625
Nottinghamshire median annual salary £43,500 £42,500 £44,000
% change year-on-year +2.35% -3.41% +17.33%

Hadoop
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Hadoop in Nottingham

Hadoop
Salary Trend in Nottingham

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

Salary trend for Hadoop in Nottingham

Hadoop
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Hadoop in Nottingham over the 6 months to 10 December 2018.

Salary histogram for Hadoop in Nottingham

For the 6 months to 10 December 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 Nottingham region with a requirement for Hadoop.

1 43 (100.00%) Big Data
1 43 (100.00%) Apache Spark
2 34 (79.07%) Java
3 27 (62.79%) Agile Software Development
4 26 (60.47%) Analytics
5 25 (58.14%) HBase
6 24 (55.81%) Scala
7 21 (48.84%) Computer Science
7 21 (48.84%) Degree
7 21 (48.84%) SQL
8 18 (41.86%) Software Engineering
8 18 (41.86%) Amazon AWS
9 17 (39.53%) Flink
10 15 (34.88%) NoSQL
11 14 (32.56%) Microsoft Azure
11 14 (32.56%) Open Source
11 14 (32.56%) Google
11 14 (32.56%) Google Cloud Platform
12 13 (30.23%) Cloudera
12 13 (30.23%) Elasticsearch
12 13 (30.23%) Public Cloud
12 13 (30.23%) Web Services
12 13 (30.23%) C++
12 13 (30.23%) Python
13 12 (27.91%) Finance
13 12 (27.91%) Oozie
14 11 (25.58%) Test Automation
15 10 (23.26%) Apache Hive
15 10 (23.26%) Performance Tuning
15 10 (23.26%) Kafka

Hadoop
Co-occurring IT Skills in Nottingham 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 (100.00%) Apache Spark
2 13 (30.23%) Elasticsearch
3 2 (4.65%) Apache Pig
4 1 (2.33%) Apache
Cloud Services
1 18 (41.86%) Amazon AWS
2 14 (32.56%) Google Cloud Platform
2 14 (32.56%) Microsoft Azure
3 2 (4.65%) Amazon EMR
3 2 (4.65%) Cloud Computing
Database & Business Intelligence
1 43 (100.00%) Big Data
2 25 (58.14%) HBase
3 17 (39.53%) Flink
4 15 (34.88%) NoSQL
5 10 (23.26%) Apache Hive
6 8 (18.60%) Impala
7 7 (16.28%) Power BI
8 4 (9.30%) Cloudera CDH
8 4 (9.30%) Sqoop
9 2 (4.65%) Apache Cassandra
9 2 (4.65%) Parquet
10 1 (2.33%) Apache Kudu
10 1 (2.33%) Spark SQL
Development Applications
1 8 (18.60%) Atlassian Bamboo
1 8 (18.60%) Git (software)
1 8 (18.60%) GitLab
1 8 (18.60%) Gradle
1 8 (18.60%) Jenkins
General
1 12 (27.91%) Finance
2 4 (9.30%) French Language
2 4 (9.30%) German Language
Job Titles
1 22 (51.16%) Big Data Engineer
2 18 (41.86%) Data Engineer
3 13 (30.23%) Developer
4 11 (25.58%) Hadoop Engineer
5 9 (20.93%) Java Engineer
6 8 (18.60%) Big Data Developer
6 8 (18.60%) Senior Developer
7 7 (16.28%) Senior Big Data Developer
8 5 (11.63%) Big Data Software Engineer
8 5 (11.63%) Software Engineer
9 4 (9.30%) Analytics Manager
9 4 (9.30%) Development Engineer
9 4 (9.30%) Development Manager
9 4 (9.30%) Hadoop Developer
9 4 (9.30%) Java Software Engineer
9 4 (9.30%) Senior Java Engineer
9 4 (9.30%) Senior Java Software Engineer
9 4 (9.30%) Senior Software Engineer
10 3 (6.98%) Java Developer
11 2 (4.65%) Engineering Manager
Libraries, Frameworks & Software Standards
1 13 (30.23%) Web Services
2 10 (23.26%) Kafka
3 2 (4.65%) Apache Avro
4 1 (2.33%) HTML
4 1 (2.33%) Spark Streaming
Miscellaneous
1 13 (30.23%) Public Cloud
2 8 (18.60%) Self-Motivation
3 7 (16.28%) Data Structures
4 2 (4.65%) Analytical Skills
Operating Systems
1 9 (20.93%) Linux
2 8 (18.60%) Unix
Processes & Methodologies
1 27 (62.79%) Agile Software Development
2 26 (60.47%) Analytics
3 21 (48.84%) Computer Science
4 18 (41.86%) Software Engineering
5 14 (32.56%) Open Source
6 11 (25.58%) Test Automation
7 10 (23.26%) Performance Tuning
8 9 (20.93%) Big Data Analytics
8 9 (20.93%) Computational Intelligence
8 9 (20.93%) Data Analytics
8 9 (20.93%) Data Development
8 9 (20.93%) Problem-Solving
8 9 (20.93%) Technical Leadership
8 9 (20.93%) Telematics
8 9 (20.93%) Validation
9 8 (18.60%) Continuous Integration
9 8 (18.60%) Deployment Automation
9 8 (18.60%) Integration Testing
9 8 (18.60%) Unit Testing
9 8 (18.60%) Visualisation
Programming Languages
1 34 (79.07%) Java
2 24 (55.81%) Scala
3 21 (48.84%) SQL
4 13 (30.23%) C++
4 13 (30.23%) Python
5 7 (16.28%) MATLAB
5 7 (16.28%) R
Qualifications
1 21 (48.84%) Degree
2 9 (20.93%) Computer Science Degree
3 4 (9.30%) Numerate Degree
Quality Assurance & Compliance
1 7 (16.28%) Data Quality
2 1 (2.33%) GDPR
2 1 (2.33%) PCI DSS
System Software
1 2 (4.65%) Apache Flume
Systems Management
1 12 (27.91%) Oozie
2 8 (18.60%) Puppet
3 1 (2.33%) Hadoop YARN
Vendors
1 14 (32.56%) Google
2 13 (30.23%) Cloudera
3 7 (16.28%) Tableau
4 4 (9.30%) Reuters