Period
to 26 February 2020

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 26 February 2020 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East Midlands
6 months to
26 Feb 2020
Same period 2019 Same period 2018
Rank 101 130 174
Rank change year-on-year +29 +44 +47
Permanent jobs citing Hadoop 89 81 65
As % of all permanent IT jobs advertised in the East Midlands 2.53% 1.91% 1.22%
As % of the Database & Business Intelligence category 8.50% 6.35% 3.65%
Number of salaries quoted 80 52 58
East Midlands median annual salary £72,500 £65,000 £43,750
Median salary % change year-on-year +11.54% +48.57% -16.67%
10th Percentile £56,250 £36,250 £35,125
90th Percentile £85,000 £110,000 £60,000
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,047 1,276 1,781
As % of all permanent IT jobs advertised in the East Midlands 29.79% 30.04% 33.55%
Number of salaries quoted 905 996 1,570
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,000 £26,250
90th Percentile £73,750 £67,500 £57,500
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Hadoop
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Hadoop in the East Midlands

Hadoop
Salary Trend in the East Midlands

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

Salary trend for Hadoop in the East Midlands

Hadoop
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Hadoop in the East Midlands over the 6 months to 26 February 2020.

Salary histogram for Hadoop in the East Midlands

Hadoop
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East Midlands region over the 6 months to 26 February 2020. 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
Nottinghamshire +42 80 £72,500 -6.45% 2
Northamptonshire -3 6 £47,500 -17.39% 1
Leicestershire +16 3 - -
Hadoop
England

For the 6 months to 26 February 2020, 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 Midlands region with a requirement for Hadoop.

1 80 (89.89%) Big Data
2 76 (85.39%) Apache Spark
3 74 (83.15%) Java
4 71 (79.78%) HBase
5 66 (74.16%) Agile Software Development
6 61 (68.54%) Apache Hive
7 55 (61.80%) Impala
8 53 (59.55%) Scala
9 46 (51.69%) MapReduce
10 33 (37.08%) Software Engineering
11 32 (35.96%) Analytics
12 29 (32.58%) AWS
13 28 (31.46%) Finance
14 26 (29.21%) Public Cloud
14 26 (29.21%) Degree
15 22 (24.72%) Performance Tuning
16 20 (22.47%) Azure
17 18 (20.22%) C++
18 17 (19.10%) HDFS
18 17 (19.10%) GCP
19 16 (17.98%) Flink
20 15 (16.85%) Elasticsearch
21 14 (15.73%) Open Source
21 14 (15.73%) Web Services
21 14 (15.73%) Google
21 14 (15.73%) Computer Science
21 14 (15.73%) Computer Science Degree
21 14 (15.73%) Problem-Solving
22 13 (14.61%) Data Analysis
22 13 (14.61%) AWS Certification

Hadoop
Co-occurring IT Skills in the East Midlands 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 76 (85.39%) Apache Spark
2 15 (16.85%) Elasticsearch
3 5 (5.62%) SAS
Cloud Services
1 29 (32.58%) AWS
2 20 (22.47%) Azure
3 17 (19.10%) GCP
4 1 (1.12%) Azure Data Factory
4 1 (1.12%) Power Platform
Database & Business Intelligence
1 80 (89.89%) Big Data
2 71 (79.78%) HBase
3 61 (68.54%) Apache Hive
4 55 (61.80%) Impala
5 16 (17.98%) Flink
6 6 (6.74%) SQL Server
7 3 (3.37%) Data Lake
7 3 (3.37%) Data Warehouse
7 3 (3.37%) SQL Server Analysis Services
7 3 (3.37%) SQL Server Integration Services
7 3 (3.37%) SQL Server Reporting Services
8 1 (1.12%) Azure SQL Data Warehouse
8 1 (1.12%) Couchbase
8 1 (1.12%) Power BI
8 1 (1.12%) SAS Enterprise Guide
Development Applications
1 6 (6.74%) Atlassian Bamboo
1 6 (6.74%) Git (software)
1 6 (6.74%) GitLab
1 6 (6.74%) Gradle
1 6 (6.74%) Jenkins
2 4 (4.49%) Team Foundation Server
3 3 (3.37%) Visual Studio
General
1 28 (31.46%) Finance
2 3 (3.37%) Marketing
3 1 (1.12%) Banking
Job Titles
1 55 (61.80%) Developer
2 46 (51.69%) Java Developer
3 33 (37.08%) Agile Developer
3 33 (37.08%) Agile Java Developer
4 29 (32.58%) Big Data Developer
4 29 (32.58%) Senior Developer
5 27 (30.34%) Senior Big Data Developer
5 27 (30.34%) Senior Java Developer
6 16 (17.98%) Big Data Engineer
6 16 (17.98%) Java Engineer
6 16 (17.98%) Java Software Engineer
6 16 (17.98%) Software Engineer
7 15 (16.85%) Lead Developer
8 14 (15.73%) Senior Agile Developer
8 14 (15.73%) Senior Agile Java Developer
9 12 (13.48%) Analytics Developer
9 12 (13.48%) Lead Java Developer
10 10 (11.24%) Big Data Software Engineer
10 10 (11.24%) Lead Software Engineer
11 9 (10.11%) Data Engineer
Libraries, Frameworks & Software Standards
1 14 (15.73%) Web Services
2 13 (14.61%) Kafka
3 12 (13.48%) J2EE
4 5 (5.62%) .NET
5 3 (3.37%) MDX
6 1 (1.12%) .NET Core
6 1 (1.12%) Apache NiFi
6 1 (1.12%) JMX
Miscellaneous
1 26 (29.21%) Public Cloud
2 12 (13.48%) Enterprise Software
3 9 (10.11%) Analytical Skills
4 6 (6.74%) Self-Motivation
5 1 (1.12%) Embedded Systems
Operating Systems
1 11 (12.36%) Linux
2 6 (6.74%) Unix
Processes & Methodologies
1 66 (74.16%) Agile Software Development
2 46 (51.69%) MapReduce
3 33 (37.08%) Software Engineering
4 32 (35.96%) Analytics
5 22 (24.72%) Performance Tuning
6 14 (15.73%) Computer Science
6 14 (15.73%) Open Source
6 14 (15.73%) Problem-Solving
7 13 (14.61%) Data Analysis
8 12 (13.48%) Predictive Analytics
9 11 (12.36%) Test Automation
9 11 (12.36%) Validation
10 10 (11.24%) Technical Leadership
11 8 (8.99%) Machine Learning
11 8 (8.99%) Unit Testing
12 6 (6.74%) Continuous Integration
12 6 (6.74%) Deployment Automation
12 6 (6.74%) Functional Programming
12 6 (6.74%) Integration Testing
13 5 (5.62%) Low Latency
Programming Languages
1 74 (83.15%) Java
2 53 (59.55%) Scala
3 18 (20.22%) C++
4 12 (13.48%) SQL
5 3 (3.37%) C#
5 3 (3.37%) Data Analysis Expressions (DAX)
5 3 (3.37%) Python
5 3 (3.37%) T-SQL
Qualifications
1 26 (29.21%) Degree
2 14 (15.73%) Computer Science Degree
3 13 (14.61%) AWS Certification
Quality Assurance & Compliance
1 2 (2.25%) Sarbanes-Oxley
System Software
1 17 (19.10%) HDFS
2 1 (1.12%) Apache ZooKeeper
Systems Management
1 7 (7.87%) Oozie
2 6 (6.74%) Puppet
3 1 (1.12%) Grafana
3 1 (1.12%) Prometheus
Vendors
1 14 (15.73%) Google
2 5 (5.62%) SolarWinds
3 3 (3.37%) Databricks
3 3 (3.37%) Microsoft
4 2 (2.25%) Teradata
5 1 (1.12%) Confluent
5 1 (1.12%) Informatica
5 1 (1.12%) Tableau