Hadoop Jobs in Glasgow

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop Scotland / Glasgow
Location	3 months to 23 Jun 2017	Same period 2016	Same period 2015
Rank	76	75	92
Rank change year-on-year	-1	+17
Permanent jobs citing Hadoop	24	36	11
As % of all permanent IT jobs advertised in Glasgow	2.00%	2.80%	0.86%
As % of the Database & Business Intelligence category	4.44%	7.13%	2.24%
Number of salaries quoted	20	6	3
Median salary	£40,000	£49,500	£44,500
Median salary % change year-on-year	-19.19%	+11.23%
UK excluding London median salary	£54,000	£54,000	£50,000
% change year-on-year	-	+8.00%

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills	541	505	492
As % of all permanent IT job vacancies advertised in Glasgow	44.97%	39.30%	38.65%
Number of salaries quoted	320	210	288
Median salary	£45,000	£45,000	£44,000
Median salary % change year-on-year	-	+2.27%
90% offered a salary of more than	£31,000	£31,000	£32,500
10% offered a salary of more than	£77,000	£60,000	£60,000
UK excluding London median salary	£42,500	£42,500	£41,500
% change year-on-year	-	+2.40%

Hadoop
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Hadoop
Salary Trend in Glasgow

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

Hadoop
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Hadoop in Glasgow over the 3 months to 23 June 2017.

Hadoop
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 23 June 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Hadoop.

1	33 (94.29%)	Java
2	27 (77.14%)	Software Engineering
3	23 (65.71%)	Open Source
3	23 (65.71%)	MongoDB
4	21 (60.00%)	SDLC
4	21 (60.00%)	Open Source Development
5	20 (57.14%)	Neo4j
5	20 (57.14%)	Security Cleared
6	13 (37.14%)	Big Data
7	12 (34.29%)	Analytics
8	8 (22.86%)	Microservices
8	8 (22.86%)	JavaScript
8	8 (22.86%)	Agile Software Development
9	7 (20.00%)	Spring
9	7 (20.00%)	Finance

10	6 (17.14%)	Apache Spark
10	6 (17.14%)	Risk Analytics
10	6 (17.14%)	Greenfield Project
11	5 (14.29%)	Python
12	4 (11.43%)	Microsoft Azure
12	4 (11.43%)	Git (software)
12	4 (11.43%)	HTML5
12	4 (11.43%)	SQL
12	4 (11.43%)	Oracle
12	4 (11.43%)	HTML
12	4 (11.43%)	Analytical Skills
12	4 (11.43%)	AngularJS
12	4 (11.43%)	DevOps
13	3 (8.57%)	Algorithms
13	3 (8.57%)	Data Analytics

Hadoop
Co-occurring IT Skills in Glasgow 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
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	6 (17.14%)	Apache Spark
2	2 (5.71%)	Apache
3	1 (2.86%)	Apache Pig

Cloud Services
1	4 (11.43%)	Microsoft Azure
2	2 (5.71%)	Cloud Computing
3	1 (2.86%)	Amazon AWS
3	1 (2.86%)	Amazon CloudWatch
3	1 (2.86%)	Amazon EC2
3	1 (2.86%)	Amazon S3
3	1 (2.86%)	IaaS
3	1 (2.86%)	PaaS

Communications & Networking
1	2 (5.71%)	Internet

Database & Business Intelligence
1	23 (65.71%)	MongoDB
2	20 (57.14%)	Neo4j
3	13 (37.14%)	Big Data
4	2 (5.71%)	RDBMS
4	2 (5.71%)	Relational Database
5	1 (2.86%)	Apache Hive
5	1 (2.86%)	Data Warehouse
5	1 (2.86%)	Flink
5	1 (2.86%)	PowerCenter

Development Applications
1	4 (11.43%)	Git (software)
2	1 (2.86%)	Jenkins

General
1	7 (20.00%)	Finance
2	2 (5.71%)	Publishing

Job Titles
1	29 (82.86%)	Developer
2	28 (80.00%)	Java Developer
3	23 (65.71%)	Software Engineer
4	22 (62.86%)	Java Engineer
4	22 (62.86%)	Java Software Engineer
5	20 (57.14%)	Developer/Software Engineer
5	20 (57.14%)	Java Software Developer
5	20 (57.14%)	Software Developer
6	5 (14.29%)	Full Stack Developer
6	5 (14.29%)	JavaScript Developer
7	4 (11.43%)	Analytics Developer
7	4 (11.43%)	Big Data Developer
7	4 (11.43%)	Risk Analytics Developer
8	2 (5.71%)	JavaScript Engineer
9	1 (2.86%)	Angular Developer
9	1 (2.86%)	Data Engineer
9	1 (2.86%)	Data Scientist
9	1 (2.86%)	Junior Developer
9	1 (2.86%)	Senior Full Stack Developer
9	1 (2.86%)	Senior JavaScript Developer

Libraries, Frameworks & Software Standards
1	7 (20.00%)	Spring
2	4 (11.43%)	AngularJS
2	4 (11.43%)	HTML
2	4 (11.43%)	HTML5
3	3 (8.57%)	Node.js
3	3 (8.57%)	REST
4	2 (5.71%)	Hibernate
4	2 (5.71%)	Java EE
4	2 (5.71%)	Kafka
4	2 (5.71%)	NumPy
4	2 (5.71%)	SOAP
4	2 (5.71%)	Web Services
4	2 (5.71%)	XML
5	1 (2.86%)	Angular 2
5	1 (2.86%)	Elastic Stack
5	1 (2.86%)	Pandas
5	1 (2.86%)	React
5	1 (2.86%)	SciPy
5	1 (2.86%)	TensorFlow
5	1 (2.86%)	Twitter Bootstrap

Miscellaneous
1	6 (17.14%)	Greenfield Project
2	4 (11.43%)	Analytical Skills
3	3 (8.57%)	Algorithms
4	1 (2.86%)	Data Structures
4	1 (2.86%)	Hybrid Cloud
4	1 (2.86%)	User Experience

Operating Systems
1	3 (8.57%)	Linux
2	1 (2.86%)	CentOS
2	1 (2.86%)	Red Hat Enterprise Linux
2	1 (2.86%)	Ubuntu
2	1 (2.86%)	Unix
2	1 (2.86%)	Windows

Processes & Methodologies
1	27 (77.14%)	Software Engineering
2	23 (65.71%)	Open Source
3	21 (60.00%)	Open Source Development
3	21 (60.00%)	SDLC
4	12 (34.29%)	Analytics
5	8 (22.86%)	Agile Software Development
5	8 (22.86%)	Microservices
6	6 (17.14%)	Risk Analytics
7	4 (11.43%)	DevOps
8	3 (8.57%)	Continuous Integration
8	3 (8.57%)	Data Analytics
8	3 (8.57%)	OO
8	3 (8.57%)	TDD
9	2 (5.71%)	BDD
9	2 (5.71%)	Creative Problem-Solving
9	2 (5.71%)	Cybersecurity
9	2 (5.71%)	Machine Learning
9	2 (5.71%)	Software Architecture
9	2 (5.71%)	Software Delivery
9	2 (5.71%)	Test Automation

Programming Languages
1	33 (94.29%)	Java
2	8 (22.86%)	JavaScript
3	5 (14.29%)	Python
4	4 (11.43%)	SQL
5	2 (5.71%)	R
6	1 (2.86%)	Jython
6	1 (2.86%)	MATLAB
6	1 (2.86%)	Perl
6	1 (2.86%)	Ruby
6	1 (2.86%)	Scala