Period
to 15 October 2019

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 15 October 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East Midlands
6 months to
15 Oct 2019
Same period 2018 Same period 2017
Rank 124 145 191
Rank change year-on-year +21 +46 +44
Permanent jobs citing Hadoop 77 82 32
As % of all permanent IT jobs advertised in the East Midlands 1.96% 1.74% 0.64%
As % of the Database & Business Intelligence category 6.47% 5.27% 2.10%
Number of salaries quoted 61 65 30
East Midlands median annual salary £57,500 £75,000 £43,750
Median salary % change year-on-year -23.33% +71.43% +2.94%
10th Percentile £56,250 £47,500 £35,825
90th Percentile £75,000 £110,000 £56,375
England median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -

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 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 1,190 1,557 1,525
As % of all permanent IT jobs advertised in the East Midlands 30.28% 33.10% 30.55%
Number of salaries quoted 1,030 1,327 1,316
East Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £66,250 £61,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 15 October 2019.

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 15 October 2019. 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 +13 62 £58,750 -21.67% 3
Leicestershire +13 9 £46,500 +36.76% 1
Northamptonshire +3 6 - -
Hadoop
England

For the 6 months to 15 October 2019, 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 65 (84.42%) Agile Software Development
1 65 (84.42%) Apache Spark
2 63 (81.82%) Big Data
3 60 (77.92%) Java
4 55 (71.43%) HBase
5 54 (70.13%) Scala
6 52 (67.53%) MapReduce
7 51 (66.23%) Impala
8 50 (64.94%) Apache Hive
9 12 (15.58%) SQL
10 10 (12.99%) Software Engineering
10 10 (12.99%) Finance
10 10 (12.99%) Azure
10 10 (12.99%) Kafka
11 9 (11.69%) Analytics
11 9 (11.69%) Microsoft
11 9 (11.69%) Analytical Skills
12 8 (10.39%) ETL
12 8 (10.39%) AWS
13 7 (9.09%) Visualisation
13 7 (9.09%) Google
13 7 (9.09%) Data Visualisation
13 7 (9.09%) Data Quality
13 7 (9.09%) Business Intelligence
13 7 (9.09%) Data Warehouse
13 7 (9.09%) GCP
14 6 (7.79%) Algorithms
14 6 (7.79%) Problem-Solving
14 6 (7.79%) Scrum
14 6 (7.79%) Data Modelling

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 65 (84.42%) Apache Spark
2 3 (3.90%) Elasticsearch
2 3 (3.90%) SAS
3 1 (1.30%) Oracle Workflow
Applications
1 4 (5.19%) Microsoft Office
Cloud Services
1 10 (12.99%) Azure
2 8 (10.39%) AWS
3 7 (9.09%) GCP
4 4 (5.19%) Azure Data Factory
4 4 (5.19%) SaaS
5 3 (3.90%) Power Platform
6 1 (1.30%) Amazon EMR
Database & Business Intelligence
1 63 (81.82%) Big Data
2 55 (71.43%) HBase
3 51 (66.23%) Impala
4 50 (64.94%) Apache Hive
5 7 (9.09%) Data Warehouse
6 6 (7.79%) SQL Server
7 5 (6.49%) Data Lake
7 5 (6.49%) SQL Server Analysis Services
7 5 (6.49%) SQL Server Integration Services
7 5 (6.49%) SQL Server Reporting Services
8 4 (5.19%) Azure SQL Data Warehouse
9 3 (3.90%) Power BI
9 3 (3.90%) SQL Server 2012
10 2 (2.60%) Flink
10 2 (2.60%) RDBMS
10 2 (2.60%) Relational Database
11 1 (1.30%) BigQuery
11 1 (1.30%) HDInsight
11 1 (1.30%) QlikView
Development Applications
1 5 (6.49%) Team Foundation Server
2 4 (5.19%) Atlassian Bamboo
2 4 (5.19%) Git (software)
2 4 (5.19%) GitLab
2 4 (5.19%) Jenkins
3 2 (2.60%) Visual Studio
General
1 10 (12.99%) Finance
2 4 (5.19%) Banking
2 4 (5.19%) Manufacturing
3 2 (2.60%) Investment Banking
3 2 (2.60%) Marketing
3 2 (2.60%) Retail
Job Titles
1 57 (74.03%) Developer
2 49 (63.64%) Java Developer
3 46 (59.74%) Agile Developer
3 46 (59.74%) Agile Java Developer
4 19 (24.68%) Big Data Developer
5 17 (22.08%) Senior Agile Developer
5 17 (22.08%) Senior Agile Java Developer
5 17 (22.08%) Senior Big Data Developer
5 17 (22.08%) Senior Developer
5 17 (22.08%) Senior Java Developer
6 7 (9.09%) Software Engineer
7 6 (7.79%) Lead Software Engineer
8 5 (6.49%) Business Intelligence Developer
9 4 (5.19%) Data Scientist
10 3 (3.90%) Azure Developer
11 2 (2.60%) Designer
11 2 (2.60%) ETL Designer
11 2 (2.60%) Scala Developer
11 2 (2.60%) Technical Leader
11 2 (2.60%) Technical Specialist
Libraries, Frameworks & Software Standards
1 10 (12.99%) Kafka
2 5 (6.49%) MDX
3 2 (2.60%) React
3 2 (2.60%) Web Services
4 1 (1.30%) SAML
Miscellaneous
1 9 (11.69%) Analytical Skills
2 6 (7.79%) Algorithms
3 2 (2.60%) Credit Risk
3 2 (2.60%) Data Structures
3 2 (2.60%) Public Cloud
3 2 (2.60%) Self-Motivation
4 1 (1.30%) Cloud Native
4 1 (1.30%) NHS
Operating Systems
1 3 (3.90%) Linux
2 1 (1.30%) HPUX
2 1 (1.30%) Ubuntu
Processes & Methodologies
1 65 (84.42%) Agile Software Development
2 52 (67.53%) MapReduce
3 10 (12.99%) Software Engineering
4 9 (11.69%) Analytics
5 8 (10.39%) ETL
6 7 (9.09%) Business Intelligence
6 7 (9.09%) Data Visualisation
6 7 (9.09%) Visualisation
7 6 (7.79%) Data Modelling
7 6 (7.79%) Problem-Solving
7 6 (7.79%) Scrum
8 5 (6.49%) Data Analytics
8 5 (6.49%) Data Science
8 5 (6.49%) Mentoring
8 5 (6.49%) Stakeholder Engagement
8 5 (6.49%) Stakeholder Management
9 4 (5.19%) Continuous Improvement
9 4 (5.19%) Continuous Integration
9 4 (5.19%) Integration Testing
9 4 (5.19%) Predictive Modelling
Programming Languages
1 60 (77.92%) Java
2 54 (70.13%) Scala
3 12 (15.58%) SQL
4 5 (6.49%) Data Analysis Expressions (DAX)
4 5 (6.49%) T-SQL
5 4 (5.19%) C#
6 3 (3.90%) C++
6 3 (3.90%) VBA
7 1 (1.30%) Java 8
7 1 (1.30%) Python
Qualifications
1 6 (7.79%) Degree
2 1 (1.30%) Computer Science Degree
Quality Assurance & Compliance
1 7 (9.09%) Data Quality
2 3 (3.90%) GDPR
3 1 (1.30%) Basel III
3 1 (1.30%) COREP
3 1 (1.30%) CRD IV
3 1 (1.30%) IFRS
3 1 (1.30%) IFRS 9
3 1 (1.30%) PMO
System Software
1 1 (1.30%) Apache ZooKeeper
1 1 (1.30%) HDFS
Systems Management
1 1 (1.30%) Oozie
1 1 (1.30%) Single Sign-On
Vendors
1 9 (11.69%) Microsoft
2 7 (9.09%) Google
3 5 (6.49%) Databricks
4 4 (5.19%) Ab Initio
4 4 (5.19%) Salesforce.com
5 3 (3.90%) Oracle
6 2 (2.60%) Informatica
7 1 (1.30%) Cloudera
7 1 (1.30%) HP
7 1 (1.30%) Hyperion
7 1 (1.30%) MicroStrategy
7 1 (1.30%) Red Hat
7 1 (1.30%) SAP
7 1 (1.30%) StreamSets
7 1 (1.30%) Teradata