Period
to 7 June 2020

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 7 June 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
Scotland > Edinburgh
6 months to
7 Jun 2020
Same period 2019 Same period 2018
Rank 81 79 88
Rank change year-on-year -2 +9 -10
Contract jobs citing Hadoop 10 43 49
As % of all contract jobs advertised in Edinburgh 0.80% 1.87% 1.69%
As % of the Database & Business Intelligence category 5.08% 10.34% 9.94%
Number of daily rates quoted 6 22 39
Median daily rate £410 £428 £413
Median daily rate % change year-on-year -4.09% +3.64% -8.33%
Scotland median daily rate £475 £430 £411
% change year-on-year +10.47% +4.56% -11.08%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Scotland median hourly rate - - -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 197 416 493
As % of all contract IT jobs advertised in Edinburgh 15.77% 18.05% 17.03%
Number of daily rates quoted 105 207 293
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25% +6.67%
10th Percentile £313 £325 £310
90th Percentile £608 £557 £536
Scotland median daily rate £425 £425 £400
% change year-on-year - +6.25% +6.67%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £111.50
Median hourly rate £38.20 £18.75 £10.41
% change year-on-year +103.73% +80.20% -40.17%

Hadoop
Job Vacancy Trend in Edinburgh

Job postings citing Hadoop as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Hadoop in Edinburgh

Hadoop
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Hadoop in Edinburgh.

Daily rate trend for Hadoop in Edinburgh

Hadoop
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Hadoop in Edinburgh over the 6 months to 7 June 2020.

Daily rate histogram for Hadoop in Edinburgh

For the 6 months to 7 June 2020, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Hadoop.

1 8 (80.00%) DevOps
1 8 (80.00%) Kubernetes
2 7 (70.00%) Java
3 6 (60.00%) Kafka
4 5 (50.00%) Node.js
4 5 (50.00%) JavaScript
4 5 (50.00%) React
4 5 (50.00%) API Integration
4 5 (50.00%) Docker
4 5 (50.00%) Microservices
5 4 (40.00%) GraphQL
5 4 (40.00%) Redux
5 4 (40.00%) Hibernate
5 4 (40.00%) SQL
5 4 (40.00%) OOA/OOD
5 4 (40.00%) OO
5 4 (40.00%) IBM
5 4 (40.00%) Relational Database
5 4 (40.00%) Azure
5 4 (40.00%) AWS
6 3 (30.00%) TeamCity
6 3 (30.00%) Amazon S3
6 3 (30.00%) CentOS
6 3 (30.00%) Bash Shell
6 3 (30.00%) Puppet
6 3 (30.00%) Apache Hive
6 3 (30.00%) Python
6 3 (30.00%) Linux
6 3 (30.00%) Red Hat
6 3 (30.00%) Terraform

Hadoop
Co-occurring IT Skills in Edinburgh 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 3 (30.00%) Apache Spark
Cloud Services
1 4 (40.00%) AWS
1 4 (40.00%) Azure
2 3 (30.00%) Amazon S3
2 3 (30.00%) Virtual Private Cloud
3 1 (10.00%) Cloud Computing
Database & Business Intelligence
1 4 (40.00%) Relational Database
2 3 (30.00%) Apache Hive
2 3 (30.00%) Impala
3 1 (10.00%) Big Data
3 1 (10.00%) Cosmos DB
3 1 (10.00%) Data Lake
Development Applications
1 3 (30.00%) TeamCity
General
1 3 (30.00%) Banking
Job Titles
1 5 (50.00%) Developer
2 4 (40.00%) Java Developer
2 4 (40.00%) JavaScript Developer
2 4 (40.00%) Node.js Developer
2 4 (40.00%) React Developer
3 3 (30.00%) DevOps Engineer
4 2 (20.00%) Architect
4 2 (20.00%) Data Architect
5 1 (10.00%) AWS Architect
5 1 (10.00%) Full Stack Developer
5 1 (10.00%) Hadoop Architect
5 1 (10.00%) Lead Architect
5 1 (10.00%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 6 (60.00%) Kafka
2 5 (50.00%) Node.js
2 5 (50.00%) React
3 4 (40.00%) GraphQL
3 4 (40.00%) Hibernate
3 4 (40.00%) Redux
Miscellaneous
1 1 (10.00%) Greenfield Project
Operating Systems
1 3 (30.00%) CentOS
1 3 (30.00%) Linux
Processes & Methodologies
1 8 (80.00%) DevOps
2 5 (50.00%) API Integration
2 5 (50.00%) Microservices
3 4 (40.00%) OO
3 4 (40.00%) OOA/OOD
4 1 (10.00%) Agile Software Development
4 1 (10.00%) Data Architecture
Programming Languages
1 7 (70.00%) Java
2 5 (50.00%) JavaScript
3 4 (40.00%) SQL
4 3 (30.00%) Bash Shell
4 3 (30.00%) Python
System Software
1 5 (50.00%) Docker
Systems Management
1 8 (80.00%) Kubernetes
2 3 (30.00%) Puppet
2 3 (30.00%) Terraform
Vendors
1 4 (40.00%) IBM
2 3 (30.00%) Red Hat
3 2 (20.00%) Teradata
4 1 (10.00%) Cloudera
4 1 (10.00%) Informatica